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@article{DBLP:journals/access/GhorbaniAA24,
author = {Alireza Ghorbani and
Amir Saman Noor Amin and
Ali Abdolali},
title = {A General Study for the Complex Refractive Index Extraction Including
Noise Effect Using a Machine Learning-Aided Method},
journal = {{IEEE} Access},
volume = {12},
pages = {11125--11134},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3350733},
doi = {10.1109/ACCESS.2024.3350733},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/GhorbaniAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cal/GohilDULRD24,
author = {Varun Gohil and
Sundar Dev and
Gaurang Upasani and
David Lo and
Parthasarathy Ranganathan and
Christina Delimitrou},
title = {The Importance of Generalizability in Machine Learning for Systems},
journal = {{IEEE} Comput. Archit. Lett.},
volume = {23},
number = {1},
pages = {95--98},
year = {2024},
url = {https://doi.org/10.1109/LCA.2024.3384449},
doi = {10.1109/LCA.2024.3384449},
timestamp = {Sun, 05 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cal/GohilDULRD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computing/XuYGC24,
author = {Xin Xu and
Tao Ye and
Jieying Gao and
Dongxiao Chu},
title = {Generalized hurdle count data models based on interpretable machine
learning with an application to health care demand},
journal = {Computing},
volume = {106},
number = {2},
pages = {295--325},
year = {2024},
url = {https://doi.org/10.1007/s00607-023-01224-3},
doi = {10.1007/S00607-023-01224-3},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/computing/XuYGC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/LuoCZQJ24,
author = {Yunsong Luo and
Wenyu Chen and
Ling Zhan and
Jiang Qiu and
Tao Jia},
title = {Multi-feature concatenation and multi-classifier stacking: An interpretable
and generalizable machine learning method for {MDD} discrimination
with rsfMRI},
journal = {NeuroImage},
volume = {285},
pages = {120497},
year = {2024},
url = {https://doi.org/10.1016/j.neuroimage.2023.120497},
doi = {10.1016/J.NEUROIMAGE.2023.120497},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/LuoCZQJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tches/LiangJWCGLZ24,
author = {Ziyuan Liang and
Qi'ao Jin and
Zhiyong Wang and
Zhaohui Chen and
Zhen Gu and
Yanheng Lu and
Fan Zhang},
title = {{SHAPER:} {A} General Architecture for Privacy-Preserving Primitives
in Secure Machine Learning},
journal = {{IACR} Trans. Cryptogr. Hardw. Embed. Syst.},
volume = {2024},
number = {2},
pages = {819--843},
year = {2024},
url = {https://doi.org/10.46586/tches.v2024.i2.819-843},
doi = {10.46586/TCHES.V2024.I2.819-843},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tches/LiangJWCGLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/YangLXZ24,
author = {Chaoying Yang and
Jie Liu and
Qi Xu and
Kaibo Zhou},
title = {A Generalized Graph Contrastive Learning Framework for Few-Shot Machine
Fault Diagnosis},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {20},
number = {2},
pages = {2692--2701},
year = {2024},
url = {https://doi.org/10.1109/TII.2023.3297664},
doi = {10.1109/TII.2023.3297664},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tii/YangLXZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/SartzetakisSPKSV24,
author = {Ippokratis Sartzetakis and
Polyzois Soumplis and
Panagiotis Pantazopoulos and
Konstantinos V. Katsaros and
Vasilis Sourlas and
Emmanouel A. Varvarigos},
title = {Edge/Cloud Infinite-Time Horizon Resource Allocation for Distributed
Machine Learning and General Tasks},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {21},
number = {1},
pages = {697--713},
year = {2024},
url = {https://doi.org/10.1109/TNSM.2023.3312593},
doi = {10.1109/TNSM.2023.3312593},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnsm/SartzetakisSPKSV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KapoorCT0ND24,
author = {Taniya Kapoor and
Abhishek Chandra and
Daniel M. Tartakovsky and
Hongrui Wang and
Alfredo N{\'{u}}{\~{n}}ez and
Rolf P. B. J. Dollevoet},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Neural Oscillators for Generalization of Physics-Informed Machine
Learning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {13059--13067},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i12.29204},
doi = {10.1609/AAAI.V38I12.29204},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KapoorCT0ND24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZouPEA24,
author = {Xinying Zou and
Samir M. Perlaza and
I{\~{n}}aki Esnaola and
Eitan Altman},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Generalization Analysis of Machine Learning Algorithms via the Worst-Case
Data-Generating Probability Measure},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {17271--17279},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i15.29674},
doi = {10.1609/AAAI.V38I15.29674},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZouPEA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colins/CherednichenkoC24,
author = {Olga Cherednichenko and
Dmytro Chernyshov and
Dmytro Sytnikov and
Polina Sytnikova},
editor = {Vasyl Lytvyn and
Agnieszka Kowalska{-}Styczen and
Victoria Vysotska},
title = {Generalizing Machine Learning Evaluation through the Integration of
Shannon Entropy and Rough Set Theory},
booktitle = {Proceedings of the 8th International Conference on Computational Linguistics
and Intelligent Systems. Volume {I:} Machine Learning Workshop, Lviv,
Ukraine, April 12-13, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3664},
pages = {331--341},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3664/paper23.pdf},
timestamp = {Fri, 19 Apr 2024 16:22:18 +0200},
biburl = {https://dblp.org/rec/conf/colins/CherednichenkoC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-00176,
author = {Petros Georgiou and
Sharu Theresa Jose and
Osvaldo Simeone},
title = {Adversarial Quantum Machine Learning: An Information-Theoretic Generalization
Analysis},
journal = {CoRR},
volume = {abs/2402.00176},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00176},
doi = {10.48550/ARXIV.2402.00176},
eprinttype = {arXiv},
eprint = {2402.00176},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10974,
author = {Marco Cantone and
Claudio Marrocco and
Alessandro Bria},
title = {On the Cross-Dataset Generalization of Machine Learning for Network
Intrusion Detection},
journal = {CoRR},
volume = {abs/2402.10974},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10974},
doi = {10.48550/ARXIV.2402.10974},
eprinttype = {arXiv},
eprint = {2402.10974},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01621,
author = {Yong Yi Bay and
Kathleen A. Yearick},
title = {Machine Learning vs Deep Learning: The Generalization Problem},
journal = {CoRR},
volume = {abs/2403.01621},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01621},
doi = {10.48550/ARXIV.2403.01621},
eprinttype = {arXiv},
eprint = {2403.01621},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2023-989,
author = {Rahul Kumar Sevakula and
Nishchal K. Verma},
title = {Improving Classifier Generalization - Real-Time Machine Learning based
Applications},
series = {Studies in Computational Intelligence},
volume = {989},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-5073-5},
doi = {10.1007/978-981-19-5073-5},
isbn = {978-981-19-5072-8},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/2023-989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/NasiriHJS23,
author = {Vahid Nasiri and
Pawel Hawrylo and
Piotr Janiec and
Jaroslaw Socha},
title = {Comparing Object-Based and Pixel-Based Machine Learning Models for
Tree-Cutting Detection with PlanetScope Satellite Images: Exploring
Model Generalization},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {125},
pages = {103555},
year = {2023},
url = {https://doi.org/10.1016/j.jag.2023.103555},
doi = {10.1016/J.JAG.2023.103555},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aeog/NasiriHJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/MwangaSMMGSWBOB23,
author = {Emmanuel P. Mwanga and
Doreen J. Siria and
Joshua Mitton and
Issa H. Mshani and
Mario Gonz{\'{a}}lez{-}Jim{\'{e}}nez and
Prashanth Selvaraj and
Klaas Wynne and
Francesco Baldini and
Fredros O. Okumu and
Simon A. Babayan},
title = {Using transfer learning and dimensionality reduction techniques to
improve generalisability of machine-learning predictions of mosquito
ages from mid-infrared spectra},
journal = {{BMC} Bioinform.},
volume = {24},
number = {1},
pages = {11},
year = {2023},
url = {https://doi.org/10.1186/s12859-022-05128-5},
doi = {10.1186/S12859-022-05128-5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/MwangaSMMGSWBOB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caaitrit/MaDZ23,
author = {Jun Ma and
Xuechao Duan and
Dan Zhang},
title = {Kernel extreme learning machine-based general solution to forward
kinematics of parallel robots},
journal = {{CAAI} Trans. Intell. Technol.},
volume = {8},
number = {3},
pages = {1002--1013},
year = {2023},
url = {https://doi.org/10.1049/cit2.12156},
doi = {10.1049/CIT2.12156},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/caaitrit/MaDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacie/OkazakiOAYI23,
author = {Yuriko Okazaki and
Shinichiro Okazaki and
Shingo Asamoto and
Toru Yamaji and
Minoru Ishige},
title = {Estimator for generalization performance of machine learning model
trained by biased data collected from multiple references},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {38},
number = {15},
pages = {2145--2162},
year = {2023},
url = {https://doi.org/10.1111/mice.12992},
doi = {10.1111/MICE.12992},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacie/OkazakiOAYI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/SabahnoA23,
author = {Hamed Sabahno and
Amirhossein Amiri},
title = {New statistical and machine learning based control charts with variable
parameters for monitoring generalized linear model profiles},
journal = {Comput. Ind. Eng.},
volume = {184},
pages = {109562},
year = {2023},
url = {https://doi.org/10.1016/j.cie.2023.109562},
doi = {10.1016/J.CIE.2023.109562},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candie/SabahnoA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comsur/AkroutFBMH23,
author = {Mohamed Akrout and
Amal Feriani and
Faouzi Bellili and
Amine Mezghani and
Ekram Hossain},
title = {Domain Generalization in Machine Learning Models for Wireless Communications:
Concepts, State-of-the-Art, and Open Issues},
journal = {{IEEE} Commun. Surv. Tutorials},
volume = {25},
number = {4},
pages = {3014--3037},
year = {2023},
url = {https://doi.org/10.1109/COMST.2023.3326399},
doi = {10.1109/COMST.2023.3326399},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/comsur/AkroutFBMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/KhaniA23,
author = {Mohammadreza Khani and
Ikhlas Abdel{-}Qader},
title = {Machine learning based asynchronous computational framework for generalized
Kalman filter},
journal = {Concurr. Comput. Pract. Exp.},
volume = {35},
number = {6},
pages = {1},
year = {2023},
url = {https://doi.org/10.1002/cpe.7536},
doi = {10.1002/CPE.7536},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/KhaniA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/AsutkarCST23,
author = {Supriya Asutkar and
Chaitravi Chalke and
Kajal Shivgan and
Siddharth G. Tallur},
title = {TinyML-enabled edge implementation of transfer learning framework
for domain generalization in machine fault diagnosis},
journal = {Expert Syst. Appl.},
volume = {213},
number = {Part {C}},
pages = {119016},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2022.119016},
doi = {10.1016/J.ESWA.2022.119016},
timestamp = {Sat, 27 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/AsutkarCST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LiuLZH23,
author = {Li Liu and
Jian Liu and
Qichao Zhou and
De Huang},
title = {Influence of sample attributes on generalization performance of machine
learning models for windage alteration fault diagnosis of the mine
ventilation system},
journal = {Expert Syst. Appl.},
volume = {213},
number = {Part},
pages = {119320},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2022.119320},
doi = {10.1016/J.ESWA.2022.119320},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/LiuLZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/BastaSZZPLV23,
author = {Maria Basta and
Nicholas John Simos and
Maria Zioga and
Ioannis Zaganas and
Simeon Panagiotakis and
Christos Lionis and
Alexandros N. Vgontzas},
title = {Personalized screening and risk profiles for Mild Cognitive Impairment
via a Machine Learning Framework: Implications for general practice},
journal = {Int. J. Medical Informatics},
volume = {170},
pages = {104966},
year = {2023},
url = {https://doi.org/10.1016/j.ijmedinf.2022.104966},
doi = {10.1016/J.IJMEDINF.2022.104966},
timestamp = {Sun, 29 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/BastaSZZPLV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/HassounBCPGB23,
author = {Samir Hassoun and
Chiara Bruckmann and
Stefano Ciardullo and
Gianluca Perseghin and
Francesca Di Gaudio and
Francesco Broccolo},
title = {Setting up of a machine learning algorithm for the identification
of severe liver fibrosis profile in the general {US} population cohort},
journal = {Int. J. Medical Informatics},
volume = {170},
pages = {104932},
year = {2023},
url = {https://doi.org/10.1016/j.ijmedinf.2022.104932},
doi = {10.1016/J.IJMEDINF.2022.104932},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/HassounBCPGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/HiresDPNK23,
author = {M{\'{a}}t{\'{e}} Hires and
Peter Drot{\'{a}}r and
Nemuel Daniel Pah and
Quoc Cuong Ngo and
Dinesh Kant Kumar},
title = {On the inter-dataset generalization of machine learning approaches
to Parkinson's disease detection from voice},
journal = {Int. J. Medical Informatics},
volume = {179},
pages = {105237},
year = {2023},
url = {https://doi.org/10.1016/j.ijmedinf.2023.105237},
doi = {10.1016/J.IJMEDINF.2023.105237},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/HiresDPNK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/VerhaegheCSHTOEWH23,
author = {Jarne Verhaeghe and
Thomas De Corte and
Christopher M. Sauer and
Tom Hendriks and
Olivier W. M. Thijssens and
Femke Ongenae and
Paul W. G. Elbers and
Jan J. De Waele and
Sofie Van Hoecke},
title = {Generalizable calibrated machine learning models for real-time atrial
fibrillation risk prediction in {ICU} patients},
journal = {Int. J. Medical Informatics},
volume = {175},
pages = {105086},
year = {2023},
url = {https://doi.org/10.1016/j.ijmedinf.2023.105086},
doi = {10.1016/J.IJMEDINF.2023.105086},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/VerhaegheCSHTOEWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/VosTSA23,
author = {Gideon Vos and
Kelly Trinh and
Zoltan Sarnyai and
Mostafa Rahimi Azghadi},
title = {Generalizable machine learning for stress monitoring from wearable
devices: {A} systematic literature review},
journal = {Int. J. Medical Informatics},
volume = {173},
pages = {105026},
year = {2023},
url = {https://doi.org/10.1016/j.ijmedinf.2023.105026},
doi = {10.1016/J.IJMEDINF.2023.105026},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/VosTSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacic/FalaGA23,
author = {Nicoletta Fala and
Georgios Georgalis and
Nastaran Arzamani},
title = {Study on Machine Learning Methods for General Aviation Flight Phase
Identification},
journal = {J. Aerosp. Inf. Syst.},
volume = {20},
number = {10},
pages = {636--647},
year = {2023},
url = {https://doi.org/10.2514/1.i011246},
doi = {10.2514/1.I011246},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jacic/FalaGA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/BlandinK23,
author = {Jack Blandin and
Ian A. Kash},
title = {Generalizing Group Fairness in Machine Learning via Utilities},
journal = {J. Artif. Intell. Res.},
volume = {78},
pages = {747--780},
year = {2023},
url = {https://doi.org/10.1613/jair.1.14238},
doi = {10.1613/JAIR.1.14238},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/BlandinK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/VosTSA23,
author = {Gideon Vos and
Kelly Trinh and
Zoltan Sarnyai and
Mostafa Rahimi Azghadi},
title = {Ensemble machine learning model trained on a new synthesized dataset
generalizes well for stress prediction using wearable devices},
journal = {J. Biomed. Informatics},
volume = {148},
pages = {104556},
year = {2023},
url = {https://doi.org/10.1016/j.jbi.2023.104556},
doi = {10.1016/J.JBI.2023.104556},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/VosTSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/KimaniOGLLDBAKYMMASSH23,
author = {Serah W. Kimani and
Julie Owen and
Stuart R. Green and
Fengling Li and
Yanjun Li and
Aiping Dong and
Peter J. Brown and
Suzanne Ackloo and
David Kuter and
Cindy Yang and
Miranda Macaskill and
Stephen Scott Mackinnon and
Cheryl H. Arrowsmith and
Matthieu Schapira and
Vijay Shahani and
Levon Halabelian},
title = {Discovery of a Novel {DCAF1} Ligand Using a Drug-Target Interaction
Prediction Model: Generalizing Machine Learning to New Drug Targets},
journal = {J. Chem. Inf. Model.},
volume = {63},
number = {13},
pages = {4070--4078},
year = {2023},
url = {https://doi.org/10.1021/acs.jcim.3c00082},
doi = {10.1021/ACS.JCIM.3C00082},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/KimaniOGLLDBAKYMMASSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jscic/ChengCAAMGPA23,
author = {Sibo Cheng and
Jianhua Chen and
Charitos Anastasiou and
Panagiota Angeli and
Omar K. Matar and
Yi{-}Ke Guo and
Christopher C. Pain and
Rossella Arcucci},
title = {Generalised Latent Assimilation in Heterogeneous Reduced Spaces with
Machine Learning Surrogate Models},
journal = {J. Sci. Comput.},
volume = {94},
number = {1},
pages = {11},
year = {2023},
url = {https://doi.org/10.1007/s10915-022-02059-4},
doi = {10.1007/S10915-022-02059-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jscic/ChengCAAMGPA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BergomiFMV23,
author = {Mattia G. Bergomi and
Massimo Ferri and
Alessandro Mella and
Pietro Vertechi},
title = {Generalized Persistence for Equivariant Operators in Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {346--358},
year = {2023},
url = {https://doi.org/10.3390/make5020021},
doi = {10.3390/MAKE5020021},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BergomiFMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/FanDFZZSS23,
author = {Zihao Fan and
Zhi Du and
Jinrong Fu and
Ying Zhou and
Pengyu Zhang and
Chuning Shi and
Yingxian Sun},
title = {Comparing the performance of machine learning and conventional models
for predicting atherosclerotic cardiovascular disease in a general
Chinese population},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {23},
number = {1},
pages = {134},
year = {2023},
url = {https://doi.org/10.1186/s12911-023-02242-z},
doi = {10.1186/S12911-023-02242-Z},
timestamp = {Fri, 28 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/FanDFZZSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/TwaitNGHLG23,
author = {Emma L. Twait and
Constanza L. Andaur Navarro and
Vilmundur Gudnason and
Yi{-}Han Hu and
Lenore J. Launer and
Mirjam I. Geerlings},
title = {Dementia prediction in the general population using clinically accessible
variables: a proof-of-concept study using machine learning. The AGES-Reykjavik
study},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {23},
number = {1},
pages = {168},
year = {2023},
url = {https://doi.org/10.1186/s12911-023-02244-x},
doi = {10.1186/S12911-023-02244-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/TwaitNGHLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Kim23,
author = {Meejoung Kim},
title = {Theoretical bounds of generalization error for generalized extreme
learning machine and random vector functional link network},
journal = {Neural Networks},
volume = {164},
pages = {49--66},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2023.04.014},
doi = {10.1016/J.NEUNET.2023.04.014},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/Kim23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/quantum/PetersS23,
author = {Evan Peters and
Maria Schuld},
title = {Generalization despite overfitting in quantum machine learning models},
journal = {Quantum},
volume = {7},
pages = {1210},
year = {2023},
url = {https://doi.org/10.22331/q-2023-12-20-1210},
doi = {10.22331/Q-2023-12-20-1210},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/quantum/PetersS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/DhoogeVWTV23,
author = {Laurens D'hooge and
Miel Verkerken and
Tim Wauters and
Filip De Turck and
Bruno Volckaert},
title = {Investigating Generalized Performance of Data-Constrained Supervised
Machine Learning Models on Novel, Related Samples in Intrusion Detection},
journal = {Sensors},
volume = {23},
number = {4},
pages = {1846},
year = {2023},
url = {https://doi.org/10.3390/s23041846},
doi = {10.3390/S23041846},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/DhoogeVWTV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/ZhangXLL23,
author = {Ling Zhang and
Zhaohui Xue and
Huan Liu and
Hao Li},
title = {Enhanced Generalized Regression Neural Network With Backward Sequential
Feature Selection for Machine-Learning-Driven Soil Moisture Estimation:
{A} Case Study Over the Qinghai-Tibet Plateau},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {16},
pages = {7173--7185},
year = {2023},
url = {https://doi.org/10.1109/JSTARS.2023.3298946},
doi = {10.1109/JSTARS.2023.3298946},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/ZhangXLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tinstmc/YazdiSG23,
author = {Yaser Arbabi Yazdi and
Heydar Toossian Shandiz and
Hossein Gholizade{-}Narm},
title = {Automatic oscillations detection and classification of control loop
using generalized machine learning algorithms},
journal = {Trans. Inst. Meas. Control},
volume = {45},
number = {3},
pages = {476--491},
year = {2023},
url = {https://doi.org/10.1177/01423312221118129},
doi = {10.1177/01423312221118129},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tinstmc/YazdiSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/AmiraniH23,
author = {Mohammad Zaeri Amirani and
Anders H{\o}st{-}Madsen},
title = {Learning Source Coding for General Alphabets and Finite State Machines},
booktitle = {59th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2023, Monticello, IL, USA, September 26-29, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/Allerton58177.2023.10313360},
doi = {10.1109/ALLERTON58177.2023.10313360},
timestamp = {Wed, 29 Nov 2023 10:22:21 +0100},
biburl = {https://dblp.org/rec/conf/allerton/AmiraniH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpsweek/TanL23,
author = {Rui Tan and
Wenjie Luo},
title = {Physics-Informed Machine Learning Model Generalization in AIoT: Opportunites
and Challenges},
booktitle = {Proceedings of Cyber-Physical Systems and Internet of Things Week
2023, CPS-IoT Week 2023 Workshops, San Antonio, TX, USA, May 9-12,
2023},
pages = {170--176},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3576914.3588751},
doi = {10.1145/3576914.3588751},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cpsweek/TanL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cycon/GehriMHL23,
author = {Lina Gehri and
Roland Meier and
Daniel Hulliger and
Vincent Lenders},
editor = {Tat'{\'{a}}na Janc{\'{a}}rkov{\'{a}} and
D. Giovannelli and
Karlis Podins and
I. Winther},
title = {Towards Generalizing Machine Learning Models to Detect Command and
Control Attack Traffic},
booktitle = {15th International Conference on Cyber Conflict: Meeting Reality,
CyCon 2023, Tallinn, Estonia, May 30 - June 2, 2023},
pages = {253--271},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/CyCon58705.2023.10182001},
doi = {10.23919/CYCON58705.2023.10182001},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cycon/GehriMHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/desec/TsaiW23,
author = {Tung{-}Lin Tsai and
Pei{-}Yuan Wu},
title = {SepMM: {A} General Matrix Multiplication Optimization Approach for
Privacy-Preserving Machine Learning},
booktitle = {{IEEE} Conference on Dependable and Secure Computing, {DSC} 2023,
Tampa, FL, USA, November 7-9, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSC61021.2023.10354193},
doi = {10.1109/DSC61021.2023.10354193},
timestamp = {Tue, 23 Jan 2024 20:30:56 +0100},
biburl = {https://dblp.org/rec/conf/desec/TsaiW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/LiDAP23,
author = {Shimiao Li and
J{\'{a}}n Drgona and
Shrirang Abhyankar and
Larry T. Pileggi},
title = {Power Grid Behavioral Patterns and Risks of Generalization in Applied
Machine Learning},
booktitle = {Companion Proceedings of the 14th {ACM} International Conference on
Future Energy Systems, e-Energy 2023, Orlando, FL, USA, June 20-23,
2023},
pages = {106--114},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3599733.3600257},
doi = {10.1145/3599733.3600257},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eenergy/LiDAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/AswarYMBJP23,
author = {Shreyas Aswar and
Vedasree Yerrabandi and
Megha M. Moncy and
Sahithi Reddy Boda and
Josette Jones and
Saptarshi Purkayastha},
title = {Generalizability of Human Activity Recognition Machine Learning Models
from non-Parkinson's to Parkinson's Disease Patients},
booktitle = {45th Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2023, Sydney, Australia,
July 24-27, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/EMBC40787.2023.10340065},
doi = {10.1109/EMBC40787.2023.10340065},
timestamp = {Thu, 11 Jan 2024 15:01:18 +0100},
biburl = {https://dblp.org/rec/conf/embc/AswarYMBJP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/Rao23,
author = {Nageswara S. V. Rao},
title = {Study of Overfitting by Machine Learning Methods Using Generalization
Equations},
booktitle = {26th International Conference on Information Fusion, {FUSION} 2023,
Charleston, SC, USA, June 27-30, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/FUSION52260.2023.10224198},
doi = {10.23919/FUSION52260.2023.10224198},
timestamp = {Sun, 03 Sep 2023 10:13:48 +0200},
biburl = {https://dblp.org/rec/conf/fusion/Rao23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Siddique0DB23,
author = {Abubakar Siddique and
Muhammad Iqbal and
Shahab Din and
Will N. Browne},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Attention in Rule-Based Machine Learning: Exploiting Learning Classifier
Systems' Generalization for Image Classification},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {323--326},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3590611},
doi = {10.1145/3583133.3590611},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Siddique0DB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Guo0JLNW23,
author = {Yangyang Guo and
Zhiyong Cheng and
Jiazheng Jing and
Yanpeng Lin and
Liqiang Nie and
Meng Wang},
title = {Enhancing Factorization Machines with Generalized Metric Learning
(Extended Abstract)},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3755--3756},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00304},
doi = {10.1109/ICDE55515.2023.00304},
timestamp = {Thu, 27 Jul 2023 14:59:05 +0200},
biburl = {https://dblp.org/rec/conf/icde/Guo0JLNW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/AbdaljalilHMA23,
author = {Samir Abdaljalil and
Shaimaa Hassanein and
Hamdy Mubarak and
Ahmed Abdelali},
editor = {Yu{-}Ru Lin and
Meeyoung Cha and
Daniele Quercia},
title = {Towards Generalization of Machine Learning Models: {A} Case Study
of Arabic Sentiment Analysis},
booktitle = {Proceedings of the Seventeenth International {AAAI} Conference on
Web and Social Media, {ICWSM} 2023, June 5-8, 2023, Limassol, Cyprus},
pages = {971--980},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/icwsm.v17i1.22204},
doi = {10.1609/ICWSM.V17I1.22204},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/AbdaljalilHMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/TurkarMDD23,
author = {Varsha Turkar and
Akhil Masurkar and
Anup Das and
Rohin Daruwala},
title = {Development of Generalized Machine Learning Model to Classify PolSAR
Data},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2023, Pasadena, CA, USA, July 16-21, 2023},
pages = {7475--7478},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IGARSS52108.2023.10281706},
doi = {10.1109/IGARSS52108.2023.10281706},
timestamp = {Tue, 07 Nov 2023 16:21:25 +0100},
biburl = {https://dblp.org/rec/conf/igarss/TurkarMDD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/KovalerchukF23,
author = {Boris Kovalerchuk and
Brent D. Fegley},
editor = {Ebad Banissi and
Harri Siirtola and
Anna Ursyn and
Jo{\~{a}}o Moura Pires and
Nuno Datia and
Kawa Nazemi and
Boris Kovalerchuk and
Razvan Andonie and
Minoru Nakayama and
Marco Temperini and
Filippo Sciarrone and
Quang Vinh Nguyen and
Mabule Samuel Mabakane and
Adrian Rusu and
Urska Cvek and
Marjan Trutschl and
Heimo M{\"{u}}ller and
Rita Francese and
Fatma Bouali and
Gilles Venturini},
title = {Principal Components in General Line Coordinates for Visualization
and Machine Learning},
booktitle = {27th International Conference Information Visualisation, {IV} 2023,
Tampere, Finland, July 25-28, 2023},
pages = {300--307},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IV60283.2023.00058},
doi = {10.1109/IV60283.2023.00058},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iv/KovalerchukF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangLWPX23,
author = {Jindong Wang and
Haoliang Li and
Haohan Wang and
Sinno Jialin Pan and
Xing Xie},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Trustworthy Machine Learning: Robustness, Generalization, and Interpretability},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5827--5828},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599574},
doi = {10.1145/3580305.3599574},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangLWPX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/milcom/HusseySC23,
author = {Jason Hussey and
Kerri Stone and
Tracy Camp},
title = {Generalizing Machine Learning Models for Zero-Day Encrypted Messaging
Applications},
booktitle = {{IEEE} Military Communications Conference, {MILCOM} 2023, Boston,
MA, USA, October 30 - Nov. 3, 2023},
pages = {925--930},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/MILCOM58377.2023.10356261},
doi = {10.1109/MILCOM58377.2023.10356261},
timestamp = {Thu, 25 Jan 2024 09:55:40 +0100},
biburl = {https://dblp.org/rec/conf/milcom/HusseySC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LuLFLCDTL23,
author = {Yixiao Lu and
Yokiu Lee and
Haoran Feng and
Johnathan Leung and
Alvin Cheung and
Katharina Dost and
Katerina Taskova and
Thomas Lacombe},
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {Interpretability Meets Generalizability: {A} Hybrid Machine Learning
System to Identify Nonlinear Granger Causality in Global Stock Indices},
booktitle = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13936},
pages = {322--334},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33377-4\_25},
doi = {10.1007/978-3-031-33377-4\_25},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/LuLFLCDTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rtip2r/KumariS23,
author = {Divya Kumari and
Aleena Swetapadma},
editor = {KC Santosh and
Aaisha Makkar and
Myra Conway and
Ashutosh Kumar Singh and
Antoine Vacavant and
Anas Abou El Kalam and
Mohamed{-}Rafik Bouguelia and
Ravindra S. Hegadi},
title = {Building a Heroin Abuse Prediction Model: {A} Generalized Machine
Learning Approach},
booktitle = {Recent Trends in Image Processing and Pattern Recognition - 6th International
Conference, {RTIP2R} 2023, Derby, UK, December 7-8, 2023, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2026},
pages = {3--13},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53082-1\_1},
doi = {10.1007/978-3-031-53082-1\_1},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/rtip2r/KumariS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sera/LakhaBE23,
author = {Bishal Lakha and
Kalyan Bhetwal and
Nasir U. Eisty},
title = {Analysis of Software Engineering Practices in General Software and
Machine Learning Startups},
booktitle = {21st {IEEE/ACIS} International Conference on Software Engineering
Research, Management and Applications, {SERA} 2023, Orlando, FL, USA,
May 23-25, 2023},
pages = {39--46},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SERA57763.2023.10197836},
doi = {10.1109/SERA57763.2023.10197836},
timestamp = {Wed, 16 Aug 2023 17:25:31 +0200},
biburl = {https://dblp.org/rec/conf/sera/LakhaBE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/swarm/LinLFX23,
author = {Boyu Lin and
Feipeng Li and
Jiqiang Feng and
Shengbing Xu},
editor = {Ying Tan and
Yuhui Shi and
Wenjian Luo},
title = {Research on Location Selection of General Merchandise Store Based
on Machine Learning},
booktitle = {Advances in Swarm Intelligence - 14th International Conference, {ICSI}
2023, Shenzhen, China, July 14-18, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13969},
pages = {168--180},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-36625-3\_14},
doi = {10.1007/978-3-031-36625-3\_14},
timestamp = {Thu, 13 Jul 2023 09:48:51 +0200},
biburl = {https://dblp.org/rec/conf/swarm/LinLFX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wocc/GaoZZCL23,
author = {Hanyu Gao and
Liang Zhang and
Bin Zhang and
Xiaoliang Chen and
Zhaohui Li},
title = {On the Generalization of Machine-Learning-aided QoT Estimation in
Optical Networks},
booktitle = {32nd Wireless and Optical Communications Conference, {WOCC} 2023,
Newark, NJ, USA, May 5-6, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WOCC58016.2023.10139536},
doi = {10.1109/WOCC58016.2023.10139536},
timestamp = {Thu, 22 Jun 2023 22:01:16 +0200},
biburl = {https://dblp.org/rec/conf/wocc/GaoZZCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06975,
author = {Hamza Riaz and
Alan F. Smeaton},
title = {Vision Based Machine Learning Algorithms for Out-of-Distribution Generalisation},
journal = {CoRR},
volume = {abs/2301.06975},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.06975},
doi = {10.48550/ARXIV.2301.06975},
eprinttype = {arXiv},
eprint = {2301.06975},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-06975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-09443,
author = {Joel Ho and
Nick Pepper and
Tim J. Dodwell},
title = {Probabilistic Machine Learning to Improve Generalisation of Data-Driven
Turbulence Modelling},
journal = {CoRR},
volume = {abs/2301.09443},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.09443},
doi = {10.48550/ARXIV.2301.09443},
eprinttype = {arXiv},
eprint = {2301.09443},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-09443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13527,
author = {Les Atlas and
Nicholas Rasmussen and
Felix Schwock and
Mert Pilanci},
title = {Complex Clipping for Improved Generalization in Machine Learning},
journal = {CoRR},
volume = {abs/2302.13527},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13527},
doi = {10.48550/ARXIV.2302.13527},
eprinttype = {arXiv},
eprint = {2302.13527},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13527.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-08106,
author = {Mohamed Akrout and
Amal Feriani and
Faouzi Bellili and
Amine Mezghani and
Ekram Hossain},
title = {Domain Generalization in Machine Learning Models for Wireless Communications:
Concepts, State-of-the-Art, and Open Issues},
journal = {CoRR},
volume = {abs/2303.08106},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.08106},
doi = {10.48550/ARXIV.2303.08106},
eprinttype = {arXiv},
eprint = {2303.08106},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-08106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-01523,
author = {Bishal Lakha and
Kalyan Bhetwal and
Nasir U. Eisty},
title = {Analysis of Software Engineering Practices in General Software and
Machine Learning Startups},
journal = {CoRR},
volume = {abs/2304.01523},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.01523},
doi = {10.48550/ARXIV.2304.01523},
eprinttype = {arXiv},
eprint = {2304.01523},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-01523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03048,
author = {Dmitry Ivlev},
title = {Expert-Independent Generalization of Well and Seismic Data Using Machine
Learning Methods for Complex Reservoirs Predicting During Early-Stage
Geological Exploration},
journal = {CoRR},
volume = {abs/2304.03048},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03048},
doi = {10.48550/ARXIV.2304.03048},
eprinttype = {arXiv},
eprint = {2304.03048},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10702,
author = {Shimiao Li and
J{\'{a}}n Drgona and
Shrirang Abhyankar and
Larry T. Pileggi},
title = {Power Grid Behavioral Patterns and Risks of Generalization in Applied
Machine Learning},
journal = {CoRR},
volume = {abs/2304.10702},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10702},
doi = {10.48550/ARXIV.2304.10702},
eprinttype = {arXiv},
eprint = {2304.10702},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11853,
author = {Katherine Sytwu and
Luis Rangel DaCosta and
Mary C. Scott},
title = {Generalization Across Experimental Parameters in Machine Learning
Analysis of High Resolution Transmission Electron Microscopy Datasets},
journal = {CoRR},
volume = {abs/2306.11853},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11853},
doi = {10.48550/ARXIV.2306.11853},
eprinttype = {arXiv},
eprint = {2306.11853},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13461,
author = {Elies Gil{-}Fuster and
Jens Eisert and
Carlos Bravo{-}Prieto},
title = {Understanding quantum machine learning also requires rethinking generalization},
journal = {CoRR},
volume = {abs/2306.13461},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13461},
doi = {10.48550/ARXIV.2306.13461},
eprinttype = {arXiv},
eprint = {2306.13461},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13784,
author = {Michail Loulakis and
Charalambos G. Makridakis},
title = {A new approach to generalisation error of machine learning algorithms:
Estimates and convergence},
journal = {CoRR},
volume = {abs/2306.13784},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13784},
doi = {10.48550/ARXIV.2306.13784},
eprinttype = {arXiv},
eprint = {2306.13784},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-08989,
author = {Taniya Kapoor and
Abhishek Chandra and
Daniel M. Tartakovsky and
Hongrui Wang and
Alfredo N{\'{u}}{\~{n}}ez and
Rolf P. B. J. Dollevoet},
title = {Neural oscillators for generalization of physics-informed machine
learning},
journal = {CoRR},
volume = {abs/2308.08989},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.08989},
doi = {10.48550/ARXIV.2308.08989},
eprinttype = {arXiv},
eprint = {2308.08989},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-08989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09360,
author = {Yunsong Luo and
Wenyu Chen and
Ling Zhan and
Jiang Qiu and
Tao Jia},
title = {Multi-feature concatenation and multi-classifier stacking: an interpretable
and generalizable machine learning method for {MDD} discrimination
with rsfMRI},
journal = {CoRR},
volume = {abs/2308.09360},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.09360},
doi = {10.48550/ARXIV.2308.09360},
eprinttype = {arXiv},
eprint = {2308.09360},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-09360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11197,
author = {Hamzeh Ghasemzadeh and
Robert E. Hillman and
Daryush D. Mehta},
title = {Toward Generalizable Machine Learning Models in Speech, Language,
and Hearing Sciences: Sample Size Estimation and Reducing Overfitting},
journal = {CoRR},
volume = {abs/2308.11197},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11197},
doi = {10.48550/ARXIV.2308.11197},
eprinttype = {arXiv},
eprint = {2308.11197},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14245,
author = {Joe Li and
Peter Washington},
title = {A Comparison of Personalized and Generalized Approaches to Emotion
Recognition Using Consumer Wearable Devices: Machine Learning Study},
journal = {CoRR},
volume = {abs/2308.14245},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14245},
doi = {10.48550/ARXIV.2308.14245},
eprinttype = {arXiv},
eprint = {2308.14245},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-15647,
author = {Hern{\'{a}}n Ceferino V{\'{a}}zquez},
title = {A General Recipe for Automated Machine Learning in Practice},
journal = {CoRR},
volume = {abs/2308.15647},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.15647},
doi = {10.48550/ARXIV.2308.15647},
eprinttype = {arXiv},
eprint = {2308.15647},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-15647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-10441,
author = {Yiming Huang and
Huiyuan Wang and
Yuxuan Du and
Xiao Yuan},
title = {Coreset selection can accelerate quantum machine learning models with
provable generalization},
journal = {CoRR},
volume = {abs/2309.10441},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.10441},
doi = {10.48550/ARXIV.2309.10441},
eprinttype = {arXiv},
eprint = {2309.10441},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-10441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16146,
author = {Ming Wang and
Daling Wang and
Wenfang Wu and
Shi Feng and
Yifei Zhang},
title = {{T-COL:} Generating Counterfactual Explanations for General User Preferences
on Variable Machine Learning Systems},
journal = {CoRR},
volume = {abs/2309.16146},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16146},
doi = {10.48550/ARXIV.2309.16146},
eprinttype = {arXiv},
eprint = {2309.16146},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02005,
author = {Mohamed{-}Bachir Belaid and
Jivitesh Sharma and
Lei Jiao and
Ole{-}Christoffer Granmo and
Per{-}Arne Andersen and
Anis Yazidi},
title = {Generalized Convergence Analysis of Tsetlin Machines: {A} Probabilistic
Approach to Concept Learning},
journal = {CoRR},
volume = {abs/2310.02005},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02005},
doi = {10.48550/ARXIV.2310.02005},
eprinttype = {arXiv},
eprint = {2310.02005},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2310-18411,
author = {Ludwig Schmid and
Enrico Zardini and
Davide Pastorello},
title = {A general learning scheme for classical and quantum Ising machines},
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volume = {abs/2310.18411},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18411},
doi = {10.48550/ARXIV.2310.18411},
eprinttype = {arXiv},
eprint = {2310.18411},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2312-03057,
author = {Hayata Yamasaki and
Natsuto Isogai and
Mio Murao},
title = {Advantage of Quantum Machine Learning from General Computational Advantages},
journal = {CoRR},
volume = {abs/2312.03057},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.03057},
doi = {10.48550/ARXIV.2312.03057},
eprinttype = {arXiv},
eprint = {2312.03057},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-03057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Xinying Zou and
Samir M. Perlaza and
I{\~{n}}aki Esnaola and
Eitan Altman},
title = {Generalization Analysis of Machine Learning Algorithms via the Worst-Case
Data-Generating Probability Measure},
journal = {CoRR},
volume = {abs/2312.12236},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.12236},
doi = {10.48550/ARXIV.2312.12236},
eprinttype = {arXiv},
eprint = {2312.12236},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-12236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Vignesh Subramanian},
title = {When do machine learning models generalize well? {A} signal-processing
perspective},
school = {University of California, Berkeley, {USA}},
year = {2022},
url = {https://www.escholarship.org/uc/item/0282k6n4},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Subramanian22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Jack Hutchins and
Shamiul Alam and
Andre Zeumault and
Karsten Beckmann and
Nathaniel C. Cady and
Garrett S. Rose and
Ahmedullah Aziz},
title = {A Generalized Workflow for Creating Machine Learning-Powered Compact
Models for Multi-State Devices},
journal = {{IEEE} Access},
volume = {10},
pages = {115513--115519},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3218333},
doi = {10.1109/ACCESS.2022.3218333},
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biburl = {https://dblp.org/rec/journals/access/HutchinsAZBCRA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/PadovanoMPRA22,
author = {Daniele Padovano and
Arturo Mart{\'{\i}}nez{-}Rodrigo and
Jos{\'{e}} Manuel Pastor and
Jos{\'{e}} Joaqu{\'{\i}}n Rieta and
Ra{\'{u}}l Alcaraz},
title = {On the Generalization of Sleep Apnea Detection Methods Based on Heart
Rate Variability and Machine Learning},
journal = {{IEEE} Access},
volume = {10},
pages = {92710--92725},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3201911},
doi = {10.1109/ACCESS.2022.3201911},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/PadovanoMPRA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Abdallah Sobehy and
{\'{E}}ric Renault and
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title = {Generalization aspect of accurate machine learning models for CSI-based
localization},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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title = {Generalized eigenvalue extreme learning machine for classification},
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year = {2022},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Tzu{-}Hui Yu and
Bo{-}Han Su and
Leo Chander Battalora and
Sin Liu and
Yufeng Jane Tseng},
title = {Ensemble modeling with machine learning and deep learning to provide
interpretable generalized rules for classifying {CNS} drugs with high
prediction power},
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author = {Jovial Niyogisubizo and
Lyuchao Liao and
Eric Nziyumva and
Evariste Murwanashyaka and
Pierre Claver Nshimyumukiza},
title = {Predicting student's dropout in university classes using two-layer
ensemble machine learning approach: {A} novel stacked generalization},
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volume = {3},
pages = {100066},
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biburl = {https://dblp.org/rec/journals/caeai/NiyogisubizoLNM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Ji{-}Bo Wang and
Li{-}Han Zhang and
Zheng{-}Guo Lv and
Dan{-}Yang Lv and
Xin{-}Na Geng and
Xinyu Sun},
title = {Heuristic and exact algorithms for single-machine scheduling problems
with general truncated learning effects},
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volume = {41},
number = {8},
year = {2022},
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biburl = {https://dblp.org/rec/journals/cam/WangZLLGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Gilberto Rodrigues Liska and
Marcelo {\^{A}}ngelo Cirillo and
Fortunato Silva de Menezes and
J{\'{u}}lio S{\'{\i}}lvio de Sousa Bueno Filho},
title = {Machine learning based on extended generalized linear model applied
in mixture experiments},
journal = {Commun. Stat. Simul. Comput.},
volume = {51},
number = {5},
pages = {2511--2525},
year = {2022},
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timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/LiskaCMF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Xijiong Xie and
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biburl = {https://dblp.org/rec/journals/eswa/XieX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Richa Bansal and
Sathiakar Collison and
Lakshmi Krishnan and
Bharat Aggarwal and
Mathukumalli Vidyasagar and
Siva Teja Kakileti and
Geetha Manjunath},
title = {A prospective evaluation of breast thermography enhanced by a novel
machine learning technique for screening breast abnormalities in a
general population of women presenting to a secondary care hospital},
journal = {Frontiers Artif. Intell.},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/frai.2022.1050803},
doi = {10.3389/FRAI.2022.1050803},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frai/BansalCKAVKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/isci/FernandezDMH22,
author = {Rub{\'{e}}n R. Fern{\'{a}}ndez and
Isaac Mart{\'{\i}}n de Diego and
Javier M. Moguerza and
Francisco Herrera},
title = {Explanation sets: {A} general framework for machine learning explainability},
journal = {Inf. Sci.},
volume = {617},
pages = {464--481},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.10.084},
doi = {10.1016/J.INS.2022.10.084},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/FernandezDMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/ZhuYH22,
author = {Hui Zhu and
Jincai Yang and
Niu Huang},
title = {Assessment of the Generalization Abilities of Machine-Learning Scoring
Functions for Structure-Based Virtual Screening},
journal = {J. Chem. Inf. Model.},
volume = {62},
number = {22},
pages = {5485--5502},
year = {2022},
url = {https://doi.org/10.1021/acs.jcim.2c01149},
doi = {10.1021/ACS.JCIM.2C01149},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/ZhuYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jco/JiangCZ22,
author = {Zhongyi Jiang and
Fangfang Chen and
Xiandong Zhang},
title = {Single-machine scheduling problems with general truncated sum-of-actual-processing-time-based
learning effect},
journal = {J. Comb. Optim.},
volume = {43},
number = {1},
pages = {116--139},
year = {2022},
url = {https://doi.org/10.1007/s10878-021-00752-y},
doi = {10.1007/S10878-021-00752-Y},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jco/JiangCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnsm/VerkerkenDWVT22,
author = {Miel Verkerken and
Laurens D'hooge and
Tim Wauters and
Bruno Volckaert and
Filip De Turck},
title = {Towards Model Generalization for Intrusion Detection: Unsupervised
Machine Learning Techniques},
journal = {J. Netw. Syst. Manag.},
volume = {30},
number = {1},
pages = {12},
year = {2022},
url = {https://doi.org/10.1007/s10922-021-09615-7},
doi = {10.1007/S10922-021-09615-7},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jnsm/VerkerkenDWVT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MaYL22,
author = {Mingjie Ma and
Jianhui Yang and
Ruobing Liu},
title = {A novel structure automatic-determined Fourier extreme learning machine
for generalized Black-Scholes partial differential equation},
journal = {Knowl. Based Syst.},
volume = {238},
pages = {107904},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2021.107904},
doi = {10.1016/J.KNOSYS.2021.107904},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/MaYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/WangLTSGYYSTWLG22,
author = {Caihua Wang and
Yuanzhong Li and
Yukihiro Tsuboshita and
Takuya Sakurai and
Tsubasa Goto and
Hiroyuki Yamaguchi and
Yuichi Yamashita and
Atsushi Sekiguchi and
Hisateru Tachimori},
title = {A high-generalizability machine learning framework for predicting
the progression of Alzheimer's disease using limited data},
journal = {npj Digit. Medicine},
volume = {5},
year = {2022},
url = {https://doi.org/10.1038/s41746-022-00577-x},
doi = {10.1038/S41746-022-00577-X},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/WangLTSGYYSTWLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/YangSC22,
author = {Jenny Yang and
Andrew A. S. Soltan and
David A. Clifton},
title = {Machine learning generalizability across healthcare settings: insights
from multi-site {COVID-19} screening},
journal = {npj Digit. Medicine},
volume = {5},
year = {2022},
url = {https://doi.org/10.1038/s41746-022-00614-9},
doi = {10.1038/S41746-022-00614-9},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/YangSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/WangY22,
author = {Xue Wang and
Liming Yang},
title = {Laplacian Generalized Eigenvalues Extreme Learning Machine},
journal = {Neural Process. Lett.},
volume = {54},
number = {1},
pages = {467--499},
year = {2022},
url = {https://doi.org/10.1007/s11063-021-10640-5},
doi = {10.1007/S11063-021-10640-5},
timestamp = {Thu, 17 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/WangY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HsuSC22,
author = {Hsiang Hsu and
Salman Salamatian and
Fl{\'{a}}vio P. Calmon},
title = {Generalizing Correspondence Analysis for Applications in Machine Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {12},
pages = {9347--9362},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3127870},
doi = {10.1109/TPAMI.2021.3127870},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/HsuSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/MoroLDF22,
author = {Gianluca Moro and
Federico Di Luca and
Davide Dardari and
Giacomo Frisoni},
title = {Human Being Detection from {UWB} {NLOS} Signals: Accuracy and Generality
of Advanced Machine Learning Models},
journal = {Sensors},
volume = {22},
number = {4},
pages = {1656},
year = {2022},
url = {https://doi.org/10.3390/s22041656},
doi = {10.3390/S22041656},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/MoroLDF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ShenLFZWSS22,
author = {Zhongxia Shen and
Gang Li and
Jiaqi Fang and
Hongyang Zhong and
Jie Wang and
Yu Sun and
Xinhua Shen},
title = {Aberrated Multidimensional {EEG} Characteristics in Patients with
Generalized Anxiety Disorder: {A} Machine-Learning Based Analysis
Framework},
journal = {Sensors},
volume = {22},
number = {14},
pages = {5420},
year = {2022},
url = {https://doi.org/10.3390/s22145420},
doi = {10.3390/S22145420},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ShenLFZWSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgis/Shafizadeh-Moghadam22,
author = {Hossein Shafizadeh{-}Moghadam and
Roozbeh Valavi and
Ali Asghari and
Masoud Minaei and
Yuji Murayama},
title = {On the spatiotemporal generalization of machine learning and ensemble
models for simulating built-up land expansion},
journal = {Trans. {GIS}},
volume = {26},
number = {2},
pages = {1080--1097},
year = {2022},
url = {https://doi.org/10.1111/tgis.12861},
doi = {10.1111/TGIS.12861},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgis/Shafizadeh-Moghadam22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/GorrizJSRS22,
author = {J. M. G{\'{o}}rriz and
Carmen Jimenez{-}Mesa and
Ferm{\'{\i}}n Segovia and
Javier Ram{\'{\i}}rez and
John Suckling},
title = {A Connection Between Pattern Classification by Machine Learning and
Statistical Inference With the General Linear Model},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {26},
number = {11},
pages = {5332--5343},
year = {2022},
url = {https://doi.org/10.1109/JBHI.2021.3101662},
doi = {10.1109/JBHI.2021.3101662},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/GorrizJSRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GuoCJLNW22,
author = {Yangyang Guo and
Zhiyong Cheng and
Jiazheng Jing and
Yanpeng Lin and
Liqiang Nie and
Meng Wang},
title = {Enhancing Factorization Machines With Generalized Metric Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {8},
pages = {3740--3753},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3034613},
doi = {10.1109/TKDE.2020.3034613},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GuoCJLNW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WeiY0WLJ22,
author = {Xiangpeng Wei and
Heng Yu and
Yue Hu and
Rongxiang Weng and
Weihua Luo and
Rong Jin},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Learning to Generalize to More: Continuous Semantic Augmentation for
Neural Machine Translation},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {7930--7944},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.546},
doi = {10.18653/V1/2022.ACL-LONG.546},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WeiY0WLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bica/DomashovaK22,
author = {Jenny V. Domashova and
Elena Kripak},
editor = {F{\'{e}}lix F. Ramos Corchado and
Alexei V. Samsonovich},
title = {Development of a generalized algorithm for identifying atypical bank
transactions using machine learning methods},
booktitle = {Proceedings of the 2022 Annual International Conference on Brain-Inspired
Cognitive Architectures for Artificial Intelligence, BICA*AI 2022,
13th Annual Meeting of the {BICA} Society, September 22-24, 2022,
Guadalajara, Mexico},
series = {Procedia Computer Science},
volume = {213},
pages = {101--109},
publisher = {Elsevier},
year = {2022},
url = {https://doi.org/10.1016/j.procs.2022.11.044},
doi = {10.1016/J.PROCS.2022.11.044},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bica/DomashovaK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsa/PacovskyHK22,
author = {Jan Pacovsk{\'{y}} and
Petr Hnetynka and
Martin Krulis},
editor = {Tha{\'{\i}}s Batista and
Tom{\'{a}}s Bures and
Claudia Raibulet and
Henry Muccini},
title = {Generalization of Machine-Learning Adaptation in Ensemble-Based Self-adaptive
Systems},
booktitle = {Software Architecture. {ECSA} 2022 Tracks and Workshops - Prague,
Czech Republic, September 19-23, 2022, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13928},
pages = {386--401},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-36889-9\_26},
doi = {10.1007/978-3-031-36889-9\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsa/PacovskyHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/DivisHMSG22,
author = {Kristin Divis and
Breannan C. Howell and
Laura E. Matzen and
Mallory C. Stites and
Zoe N. Gastelum},
title = {The Cognitive Effects of Machine Learning Aid in Domain-Specific and
Domain-General Tasks},
booktitle = {55th Hawaii International Conference on System Sciences, {HICSS} 2022,
Virtual Event / Maui, Hawaii, USA, January 4-7, 2022},
pages = {1--8},
publisher = {ScholarSpace},
year = {2022},
url = {http://hdl.handle.net/10125/79358},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/DivisHMSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/Vazquez22,
author = {Hern{\'{a}}n Ceferino V{\'{a}}zquez},
editor = {Ana Cristina Bicharra Garcia and
Mariza Ferro and
Julio C{\'{e}}sar Rodr{\'{\i}}guez Rib{\'{o}}n},
title = {A General Recipe for Automated Machine Learning in Practice},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2022 - 17th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 23-25, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {243--254},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22419-5\_21},
doi = {10.1007/978-3-031-22419-5\_21},
timestamp = {Mon, 13 Feb 2023 21:53:08 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/Vazquez22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001C0YB22,
author = {Yiping Lu and
Haoxuan Chen and
Jianfeng Lu and
Lexing Ying and
Jose H. Blanchet},
title = {Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound,
Neural Scaling Law and Minimax Optimality},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=mhYUBYNoGz},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001C0YB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/PedrettiSSG22,
author = {Giacomo Pedretti and
Sergey Serebryakov and
John Paul Strachan and
Catherine E. Graves},
title = {A general tree-based machine learning accelerator with memristive
analog {CAM}},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2022,
Austin, TX, USA, May 27 - June 1, 2022},
pages = {220--224},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISCAS48785.2022.9937772},
doi = {10.1109/ISCAS48785.2022.9937772},
timestamp = {Thu, 17 Nov 2022 15:59:17 +0100},
biburl = {https://dblp.org/rec/conf/iscas/PedrettiSSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lacci/FonsecaTSFFOJJG22,
author = {Fl{\'{a}}vio Secco Fonseca and
Arianne Sarmento Torcate and
Ana Clara Gomes da Silva and
Victor Hugo Wanderley Freire and
Gilles Paiva de Medeiros de Farias and
Jo{\~{a}}o Fausto Lorenzato de Oliveira and
Fl{\'{a}}vio Monteiro De Oliveira J{\'{u}}nior and
Jos{\'{e}} Carlos da Silva J{\'{u}}nior and
Dayane Aparecida Gomes and
Wellington Pinheiro dos Santos},
title = {Early prediction of generalized infection in intensive care units
from clinical data: a committee-based machine learning approach},
booktitle = {2022 {IEEE} Latin American Conference on Computational Intelligence
(LA-CCI), Montevideo, Uruguay, November 23-25, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/LA-CCI54402.2022.9981849},
doi = {10.1109/LA-CCI54402.2022.9981849},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lacci/FonsecaTSFFOJJG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuMFLZRFT22,
author = {Fred Lu and
Joseph Munoz and
Maya Fuchs and
Tyler LeBlond and
Elliott Zaresky{-}Williams and
Edward Raff and
Francis Ferraro and
Brian Testa},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A General Framework for Auditing Differentially Private Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/1add3bbdbc20c403a383482a665eb5a4-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LuMFLZRFT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/LvNGJWLWYHHHSSZ22,
author = {Chengfei Lv and
Chaoyue Niu and
Renjie Gu and
Xiaotang Jiang and
Zhaode Wang and
Bin Liu and
Ziqi Wu and
Qiulin Yao and
Congyu Huang and
Panos Huang and
Tao Huang and
Hui Shu and
Jinde Song and
Bin Zou and
Peng Lan and
Guohuan Xu and
Fei Wu and
Shaojie Tang and
Fan Wu and
Guihai Chen},
editor = {Marcos K. Aguilera and
Hakim Weatherspoon},
title = {Walle: An End-to-End, General-Purpose, and Large-Scale Production
System for Device-Cloud Collaborative Machine Learning},
booktitle = {16th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2022, Carlsbad, CA, USA, July 11-13, 2022},
pages = {249--265},
publisher = {{USENIX} Association},
year = {2022},
url = {https://www.usenix.org/conference/osdi22/presentation/lv},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/osdi/LvNGJWLWYHHHSSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xsede/Vallabhajosyula22,
author = {Manikya Swathi Vallabhajosyula and
Rajiv Ramnath},
editor = {Julie Wernert and
Alan Chalker and
Shava Smallen and
Tabitha K. Samuel and
John{-}Paul Navarro},
title = {Towards Practical, Generalizable Machine-Learning Training Pipelines
to build Regression Models for Predicting Application Resource Needs
on {HPC} Systems},
booktitle = {{PEARC} '22: Practice and Experience in Advanced Research Computing,
Boston, MA, USA, July 10 - 14, 2022},
pages = {43:1--43:5},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3491418.3535172},
doi = {10.1145/3491418.3535172},
timestamp = {Tue, 12 Jul 2022 15:47:55 +0200},
biburl = {https://dblp.org/rec/conf/xsede/Vallabhajosyula22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-00798,
author = {Puhan Zhang and
Sheng Zhang and
Gia{-}Wei Chern},
title = {Descriptors for Machine Learning Model of Generalized Force Field
in Condensed Matter Systems},
journal = {CoRR},
volume = {abs/2201.00798},
year = {2022},
url = {https://arxiv.org/abs/2201.00798},
eprinttype = {arXiv},
eprint = {2201.00798},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-00798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01337,
author = {Farhad Maleki and
Katie L. Ovens and
Rajiv Gupta and
Caroline Reinhold and
Alan Spatz and
Reza Forghani},
title = {Generalizability of Machine Learning Models: Quantitative Evaluation
of Three Methodological Pitfalls},
journal = {CoRR},
volume = {abs/2202.01337},
year = {2022},
url = {https://arxiv.org/abs/2202.01337},
eprinttype = {arXiv},
eprint = {2202.01337},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04352,
author = {Bart Vandereycken and
Rik Voorhaar},
title = {{TTML:} tensor trains for general supervised machine learning},
journal = {CoRR},
volume = {abs/2203.04352},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04352},
doi = {10.48550/ARXIV.2203.04352},
eprinttype = {arXiv},
eprint = {2203.04352},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04352.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-07933,
author = {Zuoguang Wang and
Yimo Ren and
Hongsong Zhu and
Limin Sun},
title = {Threat Detection for General Social Engineering Attack Using Machine
Learning Techniques},
journal = {CoRR},
volume = {abs/2203.07933},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.07933},
doi = {10.48550/ARXIV.2203.07933},
eprinttype = {arXiv},
eprint = {2203.07933},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-07933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03497,
author = {Sibo Cheng and
Jianhua Chen and
Charitos Anastasiou and
Panagiota Angeli and
Omar K. Matar and
Yi{-}Ke Guo and
Christopher C. Pain and
Rossella Arcucci},
title = {Generalised Latent Assimilation in Heterogeneous Reduced Spaces with
Machine Learning Surrogate Models},
journal = {CoRR},
volume = {abs/2204.03497},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03497},
doi = {10.48550/ARXIV.2204.03497},
eprinttype = {arXiv},
eprint = {2204.03497},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-06812,
author = {Xiangpeng Wei and
Heng Yu and
Yue Hu and
Rongxiang Weng and
Weihua Luo and
Jun Xie and
Rong Jin},
title = {Learning to Generalize to More: Continuous Semantic Augmentation for
Neural Machine Translation},
journal = {CoRR},
volume = {abs/2204.06812},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.06812},
doi = {10.48550/ARXIV.2204.06812},
eprinttype = {arXiv},
eprint = {2204.06812},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-06812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09291,
author = {Milena Pavlovic and
Ghadi S. Al Hajj and
Johan Pensar and
Mollie Wood and
Ludvig M. Sollid and
Victor Greiff and
Geir Kjetil Sandve},
title = {Improving generalization of machine learning-identified biomarkers
with causal modeling: an investigation into immune receptor diagnostics},
journal = {CoRR},
volume = {abs/2204.09291},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09291},
doi = {10.48550/ARXIV.2204.09291},
eprinttype = {arXiv},
eprint = {2204.09291},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10269,
author = {Joe Gibbs and
Zo{\"{e}} Holmes and
Matthias C. Caro and
Nicholas Ezzell and
Hsin{-}Yuan Huang and
Lukasz Cincio and
Andrew T. Sornborger and
Patrick J. Coles},
title = {Dynamical simulation via quantum machine learning with provable generalization},
journal = {CoRR},
volume = {abs/2204.10269},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10269},
doi = {10.48550/ARXIV.2204.10269},
eprinttype = {arXiv},
eprint = {2204.10269},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-04112,
author = {Siamak Layeghy and
Marius Portmann},
title = {On Generalisability of Machine Learning-based Network Intrusion Detection
Systems},
journal = {CoRR},
volume = {abs/2205.04112},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.04112},
doi = {10.48550/ARXIV.2205.04112},
eprinttype = {arXiv},
eprint = {2205.04112},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-04112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14833,
author = {Chengfei Lv and
Chaoyue Niu and
Renjie Gu and
Xiaotang Jiang and
Zhaode Wang and
Bin Liu and
Ziqi Wu and
Qiulin Yao and
Congyu Huang and
Panos Huang and
Tao Huang and
Hui Shu and
Jinde Song and
Bin Zou and
Peng Lan and
Guohuan Xu and
Fei Wu and
Shaojie Tang and
Fan Wu and
Guihai Chen},
title = {Walle: An End-to-End, General-Purpose, and Large-Scale Production
System for Device-Cloud Collaborative Machine Learning},
journal = {CoRR},
volume = {abs/2205.14833},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14833},
doi = {10.48550/ARXIV.2205.14833},
eprinttype = {arXiv},
eprint = {2205.14833},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12615,
author = {Puja Trivedi and
Danai Koutra and
Jayaraman J. Thiagarajan},
title = {Exploring the Design of Adaptation Protocols for Improved Generalization
and Machine Learning Safety},
journal = {CoRR},
volume = {abs/2207.12615},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12615},
doi = {10.48550/ARXIV.2207.12615},
eprinttype = {arXiv},
eprint = {2207.12615},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12858,
author = {Mathias Schreiner and
Arghya Bhowmik and
Tejs Vegge and
Jonas Busk and
Ole Winther},
title = {Transition1x - a Dataset for Building Generalizable Reactive Machine
Learning Potentials},
journal = {CoRR},
volume = {abs/2207.12858},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12858},
doi = {10.48550/ARXIV.2207.12858},
eprinttype = {arXiv},
eprint = {2207.12858},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04372,
author = {Artem Strashko and
E. Miles Stoudenmire},
title = {Generalization and Overfitting in Matrix Product State Machine Learning
Architectures},
journal = {CoRR},
volume = {abs/2208.04372},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04372},
doi = {10.48550/ARXIV.2208.04372},
eprinttype = {arXiv},
eprint = {2208.04372},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-13499,
author = {Peter S{\'{u}}ken{\'{\i}}k and
Christoph H. Lampert},
title = {Generalization In Multi-Objective Machine Learning},
journal = {CoRR},
volume = {abs/2208.13499},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.13499},
doi = {10.48550/ARXIV.2208.13499},
eprinttype = {arXiv},
eprint = {2208.13499},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-13499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10082,
author = {Dangxing Chen and
Weicheng Ye},
title = {Generalized Gloves of Neural Additive Models: Pursuing transparent
and accurate machine learning models in finance},
journal = {CoRR},
volume = {abs/2209.10082},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10082},
doi = {10.48550/ARXIV.2209.10082},
eprinttype = {arXiv},
eprint = {2209.10082},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10157,
author = {Wei Cui and
Xin Gao and
Juntao Wang},
title = {Machine Learning on generalized Complete Intersection Calabi-Yau Manifolds},
journal = {CoRR},
volume = {abs/2209.10157},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10157},
doi = {10.48550/ARXIV.2209.10157},
eprinttype = {arXiv},
eprint = {2209.10157},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-15146,
author = {Gideon Vos and
Kelly Trinh and
Zoltan Sarnyai and
Mostafa Rahimi Azghadi},
title = {Ensemble Machine Learning Model Trained on a New Synthesized Dataset
Generalizes Well for Stress Prediction Using Wearable Devices},
journal = {CoRR},
volume = {abs/2209.15146},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.15146},
doi = {10.48550/ARXIV.2209.15146},
eprinttype = {arXiv},
eprint = {2209.15146},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-15146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00973,
author = {Buyun Liang and
Tim Mitchell and
Ju Sun},
title = {{NCVX:} {A} General-Purpose Optimization Solver for Constrained Machine
and Deep Learning},
journal = {CoRR},
volume = {abs/2210.00973},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00973},
doi = {10.48550/ARXIV.2210.00973},
eprinttype = {arXiv},
eprint = {2210.00973},
timestamp = {Mon, 04 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01588,
author = {Sushant Lenka and
Pratyush Kerhalkar and
Pranav Shetty and
Harsh Gupta and
Bhavam Vidyarthi and
Ujjwal Verma},
title = {Cross-Geography Generalization of Machine Learning Methods for Classification
of Flooded Regions in Aerial Images},
journal = {CoRR},
volume = {abs/2210.01588},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01588},
doi = {10.48550/ARXIV.2210.01588},
eprinttype = {arXiv},
eprint = {2210.01588},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08343,
author = {Jan Niklas Fuhg and
Craig M. Hamel and
Kyle Johnson and
Reese E. Jones and
Nikolaos Bouklas},
title = {Modular machine learning-based elastoplasticity: generalization in
the context of limited data},
journal = {CoRR},
volume = {abs/2210.08343},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08343},
doi = {10.48550/ARXIV.2210.08343},
eprinttype = {arXiv},
eprint = {2210.08343},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08643,
author = {Fred Lu and
Joseph Munoz and
Maya Fuchs and
Tyler LeBlond and
Elliott Zaresky{-}Williams and
Edward Raff and
Francis Ferraro and
Brian Testa},
title = {A General Framework for Auditing Differentially Private Machine Learning},
journal = {CoRR},
volume = {abs/2210.08643},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08643},
doi = {10.48550/ARXIV.2210.08643},
eprinttype = {arXiv},
eprint = {2210.08643},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07692,
author = {Jin Li and
Deepta Rajan and
Chintan Shah and
Dinkar Juyal and
Shreya Chakraborty and
Chandan Akiti and
Filip Kos and
Janani Iyer and
Anand Sampat and
Ali Behrooz},
title = {Self-training of Machine Learning Models for Liver Histopathology:
Generalization under Clinical Shifts},
journal = {CoRR},
volume = {abs/2211.07692},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07692},
doi = {10.48550/ARXIV.2211.07692},
eprinttype = {arXiv},
eprint = {2211.07692},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07692.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10291,
author = {Mingwu Gao and
Samer Haidar},
title = {Evident: a Development Methodology and a Knowledge Base Topology for
Data Mining, Machine Learning and General Knowledge Management},
journal = {CoRR},
volume = {abs/2211.10291},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10291},
doi = {10.48550/ARXIV.2211.10291},
eprinttype = {arXiv},
eprint = {2211.10291},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12459,
author = {Roberto Perera and
Vinamra Agrawal},
title = {A generalized machine learning framework for brittle crack problems
using transfer learning and graph neural networks},
journal = {CoRR},
volume = {abs/2211.12459},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.12459},
doi = {10.48550/ARXIV.2211.12459},
eprinttype = {arXiv},
eprint = {2211.12459},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-12459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-08744,
author = {Andrea Apicella and
Pasquale Arpaia and
Giovanni D'Errico and
Davide Marocco and
Giovanna Mastrati and
Nicola Moccaldi and
Roberto Prevete},
title = {Machine Learning Strategies to Improve Generalization in EEG-based
Emotion Assessment: {\textbackslash}{\textbackslash}a Systematic Review},
journal = {CoRR},
volume = {abs/2212.08744},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.08744},
doi = {10.48550/ARXIV.2212.08744},
eprinttype = {arXiv},
eprint = {2212.08744},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-08744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11826,
author = {Massimiliano Incudini and
Michele Grossi and
Antonio Mandarino and
Sofia Vallecorsa and
Alessandra Di Pierro and
David Windridge},
title = {The Quantum Path Kernel: a Generalized Quantum Neural Tangent Kernel
for Deep Quantum Machine Learning},
journal = {CoRR},
volume = {abs/2212.11826},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11826},
doi = {10.48550/ARXIV.2212.11826},
eprinttype = {arXiv},
eprint = {2212.11826},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-14810,
author = {Vladislav Gennadievich Malyshkin},
title = {On Machine Learning Knowledge Representation In The Form Of Partially
Unitary Operator. Knowledge Generalizing Operator},
journal = {CoRR},
volume = {abs/2212.14810},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.14810},
doi = {10.48550/ARXIV.2212.14810},
eprinttype = {arXiv},
eprint = {2212.14810},
timestamp = {Sun, 08 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-14810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Kerdoncuff21,
author = {Tanguy Kerdoncuff},
title = {Contributions to Optimal Transport for Machine Learning: Ground Metric
and Generalized Framework. (Contributions au Transport Optimal pour
l'Apprentissage Machine : M{\'{e}}trique de Terrain et Cadre
G{\'{e}}n{\'{e}}ralis{\'{e}})},
school = {University of Lyon, France},
year = {2021},
url = {https://tel.archives-ouvertes.fr/tel-03534163},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Kerdoncuff21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Santurkar21,
author = {Shibani Santurkar},
title = {Machine Learning Beyond Accuracy: {A} Features Perspective On Model
Generalization},
school = {Massachusetts Institute of Technology, {USA}},
year = {2021},
url = {https://hdl.handle.net/1721.1/139920},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Santurkar21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KshatriSNBQS21,
author = {Sapna Singh Kshatri and
Deepak Singh and
Bhavana Narain and
Surbhi Bhatia and
Mohammad Tabrez Quasim and
Ganesh Ram Sinha},
title = {An Empirical Analysis of Machine Learning Algorithms for Crime Prediction
Using Stacked Generalization: An Ensemble Approach},
journal = {{IEEE} Access},
volume = {9},
pages = {67488--67500},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3075140},
doi = {10.1109/ACCESS.2021.3075140},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KshatriSNBQS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Rudek21,
author = {Radoslaw Rudek},
title = {A fast neighborhood search scheme for identical parallel machine scheduling
problems under general learning curves},
journal = {Appl. Soft Comput.},
volume = {113},
number = {Part},
pages = {108023},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2021.108023},
doi = {10.1016/J.ASOC.2021.108023},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/Rudek21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/Robson21a,
author = {Barry Robson},
title = {Testing machine learning techniques for general application by using
protein secondary structure prediction. {A} brief survey with studies
of pitfalls and benefits using a simple progressive learning approach},
journal = {Comput. Biol. Medicine},
volume = {138},
pages = {104883},
year = {2021},
url = {https://doi.org/10.1016/j.compbiomed.2021.104883},
doi = {10.1016/J.COMPBIOMED.2021.104883},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/Robson21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/BatchuS21,
author = {Raj Kumar Batchu and
Hari Seetha},
title = {A generalized machine learning model for DDoS attacks detection using
hybrid feature selection and hyperparameter tuning},
journal = {Comput. Networks},
volume = {200},
pages = {108498},
year = {2021},
url = {https://doi.org/10.1016/j.comnet.2021.108498},
doi = {10.1016/J.COMNET.2021.108498},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/BatchuS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/SlijepcevicHKDK21,
author = {Djordje Slijepcevic and
Maximilian Henzl and
Lukas Daniel Klausner and
Tobias Dam and
Peter Kieseberg and
Matthias Zeppelzauer},
title = {k-Anonymity in practice: How generalisation and suppression affect
machine learning classifiers},
journal = {Comput. Secur.},
volume = {111},
pages = {102488},
year = {2021},
url = {https://doi.org/10.1016/j.cose.2021.102488},
doi = {10.1016/J.COSE.2021.102488},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/SlijepcevicHKDK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/CarterRHMLK21,
author = {Sean C. Carter and
Charles B. van Rees and
Brian K. Hand and
Clint C. Muhlfeld and
Gordon Luikart and
John S. Kimball},
title = {Testing a Generalizable Machine Learning Workflow for Aquatic Invasive
Species on Rainbow Trout (Oncorhynchus mykiss) in Northwest Montana},
journal = {Frontiers Big Data},
volume = {4},
pages = {734990},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.734990},
doi = {10.3389/FDATA.2021.734990},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/CarterRHMLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/WangSGS21,
author = {Paul Y. Wang and
Sandalika Sapra and
Vivek Kurien George and
Gabriel A. Silva},
title = {Generalizable Machine Learning in Neuroscience Using Graph Neural
Networks},
journal = {Frontiers Artif. Intell.},
volume = {4},
pages = {618372},
year = {2021},
url = {https://doi.org/10.3389/frai.2021.618372},
doi = {10.3389/FRAI.2021.618372},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/frai/WangSGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/MaxwellSKDMM21,
author = {Aaron E. Maxwell and
Maneesh Sharma and
J. Steven Kite and
Kurt A. Donaldson and
Shannon M. Maynard and
Caleb M. Malay},
title = {Assessing the Generalization of Machine Learning-Based Slope Failure
Prediction to New Geographic Extents},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {10},
number = {5},
pages = {293},
year = {2021},
url = {https://doi.org/10.3390/ijgi10050293},
doi = {10.3390/IJGI10050293},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgi/MaxwellSKDMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnm/MarviAU21,
author = {Murk Marvi and
Asad Arfeen and
Riaz Uddin},
title = {A generalized machine learning-based model for the detection of DDoS
attacks},
journal = {Int. J. Netw. Manag.},
volume = {31},
number = {6},
year = {2021},
url = {https://doi.org/10.1002/nem.2152},
doi = {10.1002/NEM.2152},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijnm/MarviAU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BaradaranA21,
author = {Razieh Baradaran and
Hossein Amirkhani},
title = {Ensemble learning-based approach for improving generalization capability
of machine reading comprehension systems},
journal = {Neurocomputing},
volume = {466},
pages = {229--242},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.08.095},
doi = {10.1016/J.NEUCOM.2021.08.095},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/BaradaranA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/Castillo-OleaCZ21,
author = {Cristian Castillo{-}Olea and
Roberto Conte{-}Galvan and
Clemente Zuniga and
Alexandra Siono and
Angelica Huerta and
Ornela Bardhi and
Eric Ortiz},
title = {Early Stage Identification of {COVID-19} Patients in Mexico Using
Machine Learning: {A} Case Study for the Tijuana General Hospital},
journal = {Inf.},
volume = {12},
number = {12},
pages = {490},
year = {2021},
url = {https://doi.org/10.3390/info12120490},
doi = {10.3390/INFO12120490},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/information/Castillo-OleaCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Estevez-Velarde21,
author = {Suilan Estevez{-}Velarde and
Yoan Guti{\'{e}}rrez and
Yudivi{\'{a}}n Almeida{-}Cruz and
Andr{\'{e}}s Montoyo},
title = {General-purpose hierarchical optimisation of machine learning pipelines
with grammatical evolution},
journal = {Inf. Sci.},
volume = {543},
pages = {58--71},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.07.035},
doi = {10.1016/J.INS.2020.07.035},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/Estevez-Velarde21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/SutterRCHV21,
author = {Thomas M. Sutter and
Jan A. Roth and
Kieran Chin{-}Cheong and
Balthasar L. Hug and
Julia E. Vogt},
title = {A comparison of general and disease-specific machine learning models
for the prediction of unplanned hospital readmissions},
journal = {J. Am. Medical Informatics Assoc.},
volume = {28},
number = {4},
pages = {868--873},
year = {2021},
url = {https://doi.org/10.1093/jamia/ocaa299},
doi = {10.1093/JAMIA/OCAA299},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/SutterRCHV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ZhangLM21,
author = {Hengwei Zhang and
Yan Li and
William McConnell},
title = {Predicting potential palliative care beneficiaries for health plans:
{A} generalized machine learning pipeline},
journal = {J. Biomed. Informatics},
volume = {123},
pages = {103922},
year = {2021},
url = {https://doi.org/10.1016/j.jbi.2021.103922},
doi = {10.1016/J.JBI.2021.103922},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/ZhangLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/ChoLX21,
author = {Myung Cho and
Lifeng Lai and
Weiyu Xu},
title = {Distributed Dual Coordinate Ascent in General Tree Networks and Communication
Network Effect on Synchronous Machine Learning},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {39},
number = {7},
pages = {2105--2119},
year = {2021},
url = {https://doi.org/10.1109/JSAC.2021.3078495},
doi = {10.1109/JSAC.2021.3078495},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/ChoLX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GneccoNS21,
author = {Giorgio Gnecco and
Federico Nutarelli and
Daniela Selvi},
title = {Optimal data collection design in machine learning: the case of the
fixed effects generalized least squares panel data model},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1549--1584},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05976-x},
doi = {10.1007/S10994-021-05976-X},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GneccoNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Kim21,
author = {Meejoung Kim},
title = {The generalized extreme learning machines: Tuning hyperparameters
and limiting approach for the Moore-Penrose generalized inverse},
journal = {Neural Networks},
volume = {144},
pages = {591--602},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2021.09.008},
doi = {10.1016/J.NEUNET.2021.09.008},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Kim21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/LauritsenTJREWL21,
author = {Simon Meyer Lauritsen and
Bo Thiesson and
Marianne Johansson J{\o}rgensen and
Anders Hammerich Riis and
Ulrick Skipper Espelund and
Jesper Bo Weile and
Jeppe Lange},
title = {The Framing of machine learning risk prediction models illustrated
by evaluation of sepsis in general wards},
journal = {npj Digit. Medicine},
volume = {4},
year = {2021},
url = {https://doi.org/10.1038/s41746-021-00529-x},
doi = {10.1038/S41746-021-00529-X},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/LauritsenTJREWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/MustuE21,
author = {Settar Mustu and
Tamer Eren},
title = {The single machine scheduling problem with setup times under an extension
of the general learning and forgetting effects},
journal = {Optim. Lett.},
volume = {15},
number = {4},
pages = {1327--1343},
year = {2021},
url = {https://doi.org/10.1007/s11590-020-01641-9},
doi = {10.1007/S11590-020-01641-9},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ol/MustuE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ors/SunELW21,
author = {Yuan Sun and
Andreas T. Ernst and
Xiaodong Li and
Jake Weiner},
title = {Generalization of machine learning for problem reduction: a case study
on travelling salesman problems},
journal = {{OR} Spectr.},
volume = {43},
number = {3},
pages = {607--633},
year = {2021},
url = {https://doi.org/10.1007/s00291-020-00604-x},
doi = {10.1007/S00291-020-00604-X},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ors/SunELW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/RaghuwanshiS21,
author = {Bhagat Singh Raghuwanshi and
Sanyam Shukla},
title = {Classifying multiclass imbalanced data using generalized class-specific
extreme learning machine},
journal = {Prog. Artif. Intell.},
volume = {10},
number = {3},
pages = {259--281},
year = {2021},
url = {https://doi.org/10.1007/s13748-021-00236-4},
doi = {10.1007/S13748-021-00236-4},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/RaghuwanshiS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ChejaraPRRSK21,
author = {Pankaj Chejara and
Luis Pablo Prieto and
Adolfo Ruiz{-}Calleja and
Mar{\'{\i}}a Jes{\'{u}}s Rodr{\'{\i}}guez{-}Triana and
Shashi Kant Shankar and
Reet Kasepalu},
title = {{EFAR-MMLA:} An Evaluation Framework to Assess and Report Generalizability
of Machine Learning Models in {MMLA}},
journal = {Sensors},
volume = {21},
number = {8},
pages = {2863},
year = {2021},
url = {https://doi.org/10.3390/s21082863},
doi = {10.3390/S21082863},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ChejaraPRRSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/StepnovCK21,
author = {Andrey Stepnov and
Vladimir Chernykh and
Alexey Konovalov},
title = {The Seismo-Performer: {A} Novel Machine Learning Approach for General
and Efficient Seismic Phase Recognition from Local Earthquakes in
Real Time},
journal = {Sensors},
volume = {21},
number = {18},
pages = {6290},
year = {2021},
url = {https://doi.org/10.3390/s21186290},
doi = {10.3390/S21186290},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/StepnovCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/MeethalKKOW21,
author = {Rishith Ellath Meethal and
Leela Sai Prabhat Reddy Kondamadugula and
Mohamed Khalil and
Birgit Obst and
Roland W{\"{u}}chner},
editor = {Jonghyun Lee and
Eric F. Darve and
Peter K. Kitanidis and
Michael W. Mahoney and
Anuj Karpatne and
Matthew W. Farthing and
Tyler J. Hesser},
title = {Generalized Physics-Informed Machine Learning for Transient Physical
Systems},
booktitle = {Proceedings of the {AAAI} 2021 Spring Symposium on Combining Artificial
Intelligence and Machine Learning with Physical Sciences, Stanford,
CA, USA, March 22nd - to - 24th, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2964},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2964/article\_184.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:39 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/MeethalKKOW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/SinhaR21,
author = {Meghamala Sinha and
Stephen A. Ramsey},
editor = {Andreas Martin and
Knut Hinkelmann and
Hans{-}Georg Fill and
Aurona Gerber and
Doug Lenat and
Reinhard Stolle and
Frank van Harmelen},
title = {Using a General Prior Knowledge Graph to Improve Data-Driven Causal
Network Learning},
booktitle = {Proceedings of the {AAAI} 2021 Spring Symposium on Combining Machine
Learning and Knowledge Engineering {(AAAI-MAKE} 2021), Stanford University,
Palo Alto, California, USA, March 22-24, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2846},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2846/paper31.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:39 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/SinhaR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agi/Franz21,
author = {Arthur Franz},
editor = {Ben Goertzel and
Matthew Ikl{\'{e}} and
Alexey Potapov},
title = {Experiments on the Generalization of Machine Learning Algorithms},
booktitle = {Artificial General Intelligence - 14th International Conference, {AGI}
2021, Palo Alto, CA, USA, October 15-18, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13154},
pages = {75--85},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93758-4\_9},
doi = {10.1007/978-3-030-93758-4\_9},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/agi/Franz21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/RaiNMZYYFMPRABC21,
author = {Shubham Rai and
Walter Lau Neto and
Yukio Miyasaka and
Xinpei Zhang and
Mingfei Yu and
Qingyang Yi and
Masahiro Fujita and
Guilherme B. Manske and
Matheus F. Pontes and
Leomar S. da Rosa and
Marilton S. de Aguiar and
Paulo F. Butzen and
Po{-}Chun Chien and
Yu{-}Shan Huang and
Hoa{-}Ren Wang and
Jie{-}Hong R. Jiang and
Jiaqi Gu and
Zheng Zhao and
Zixuan Jiang and
David Z. Pan and
Brunno A. Abreu and
Isac de Souza Campos and
Augusto Andre Souza Berndt and
Cristina Meinhardt and
J{\^{o}}nata Tyska Carvalho and
Mateus Grellert and
Sergio Bampi and
Aditya Lohana and
Akash Kumar and
Wei Zeng and
Azadeh Davoodi and
Rasit Onur Topaloglu and
Yuan Zhou and
Jordan Dotzel and
Yichi Zhang and
Hanyu Wang and
Zhiru Zhang and
Valerio Tenace and
Pierre{-}Emmanuel Gaillardon and
Alan Mishchenko and
Satrajit Chatterjee},
title = {Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {1026--1031},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9473972},
doi = {10.23919/DATE51398.2021.9473972},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/date/RaiNMZYYFMPRABC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ChengLWLLH21,
author = {Yuan Cheng and
Yuxia Li and
Huanping Wu and
Fan Li and
Yuzhen Li and
Lei He},
title = {Soil Moisture Retrieval Using Stacked Generalization: An Ensemble
Machine Learning Method},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2021, Brussels, Belgium, July 11-16, 2021},
pages = {6984--6987},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IGARSS47720.2021.9554608},
doi = {10.1109/IGARSS47720.2021.9554608},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/ChengLWLLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/TurkiTA21,
author = {Houcemeddine Turki and
Mohamed Ali Hadj Taieb and
Mohamed Ben Aouicha},
editor = {Ajith Abraham and
Niketa Gandhi and
Thomas Hanne and
Tzung{-}Pei Hong and
Tatiane Nogueira Rios and
Weiping Ding},
title = {How Knowledge-Driven Class Generalization Affects Classical Machine
Learning Algorithms for Mono-label Supervised Classification},
booktitle = {Intelligent Systems Design and Applications - 21st International Conference
on Intelligent Systems Design and Applications {(ISDA} 2021) Held
During December 13-15, 2021},
series = {Lecture Notes in Networks and Systems},
volume = {418},
pages = {637--646},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96308-8\_59},
doi = {10.1007/978-3-030-96308-8\_59},
timestamp = {Wed, 30 Mar 2022 11:37:07 +0200},
biburl = {https://dblp.org/rec/conf/isda/TurkiTA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/EardleySAGO21,
author = {Rachel Eardley and
Ewan Soubutts and
Amid Ayobi and
Rachael Gooberman{-}Hill and
Aisling Ann O'Kane},
editor = {Dorota Glowacka and
Vinayak R. Krishnamurthy},
title = {Explaining complex machine learning platforms to members of the general
public},
booktitle = {Joint Proceedings of the {ACM} {IUI} 2021 Workshops co-located with
26th {ACM} Conference on Intelligent User Interfaces {(ACM} {IUI}
2021), College Station, United States, April 13-17, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2903},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2903/IUI21WS-TExSS-6.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:10 +0100},
biburl = {https://dblp.org/rec/conf/iui/EardleySAGO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ofc/MouraZBCR21,
author = {Uiara C. de Moura and
Darko Zibar and
A. Margareth Rosa Brusin and
Andrea Carena and
Francesco Da Ros},
title = {Generalization Properties of Machine Learning-based Raman Models},
booktitle = {Optical Fiber Communications Conference and Exhibition, {OFC} 2021,
San Francisco, CA, USA, June 6-10, 2021},
pages = {1--3},
publisher = {{IEEE}},
year = {2021},
url = {https://ieeexplore.ieee.org/document/9489950},
timestamp = {Thu, 19 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ofc/MouraZBCR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/HanLJLZS21,
author = {Fuchang Han and
Shenghui Liao and
Yiyong Jiang and
Shu Liu and
Yuqian Zhao and
Xiantao Shen},
editor = {Duc Nghia Pham and
Thanaruk Theeramunkong and
Guido Governatori and
Fenrong Liu},
title = {Adaptive Prediction of Hip Joint Center from X-ray Images Using Generalized
Regularized Extreme Learning Machine and Globalized Bounded Nelder-Mead
Strategy},
booktitle = {{PRICAI} 2021: Trends in Artificial Intelligence - 18th Pacific Rim
International Conference on Artificial Intelligence, {PRICAI} 2021,
Hanoi, Vietnam, November 8-12, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13031},
pages = {183--196},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-89188-6\_14},
doi = {10.1007/978-3-030-89188-6\_14},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/HanLJLZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/ZhangSKP21,
author = {Naifeng Zhang and
Ajitesh Srivastava and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {GenMAT: {A} General-Purpose Machine Learning-Driven Auto-Tuner for
Heterogeneous Platforms},
booktitle = {{IEEE/ACM} Programming Environments for Heterogeneous Computing, PEHC@SC
2021, St. Louis, MO, USA, November 19, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/PEHC54839.2021.00006},
doi = {10.1109/PEHC54839.2021.00006},
timestamp = {Tue, 28 Dec 2021 14:25:59 +0100},
biburl = {https://dblp.org/rec/conf/sc/ZhangSKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scds/PrabowoPS21,
author = {Hendri Prabowo and
Dedy Dwi Prastyo and
Setiawan},
editor = {Azlinah Mohamed and
Bee Wah Yap and
Jasni Mohamad Zain and
Michael W. Berry},
title = {Hybrid of Time Series Regression, Multivariate Generalized Space-Time
Autoregressive, and Machine Learning for Forecasting Air Pollution},
booktitle = {Soft Computing in Data Science - 6th International Conference, {SCDS}
2021, Virtual Event, November 2-3, 2021, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1489},
pages = {351--365},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-981-16-7334-4\_26},
doi = {10.1007/978-981-16-7334-4\_26},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/scds/PrabowoPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HolmbergGH21,
author = {Lars Holmberg and
Stefan Generalao and
Adam Hermansson},
title = {The Role of Explanations in Human-Machine Learning},
booktitle = {2021 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2021, Melbourne, Australia, October 17-20, 2021},
pages = {1006--1013},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SMC52423.2021.9658610},
doi = {10.1109/SMC52423.2021.9658610},
timestamp = {Tue, 11 Jan 2022 08:26:14 +0100},
biburl = {https://dblp.org/rec/conf/smc/HolmbergGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/AltesVJG21,
author = {Joan Alt{\'{e}}s and
Jos{\'{e}} F. Valencia and
Sebastian Jaramillo and
Pedro L. Gamb{\'{u}}s},
title = {Prediction model of response to standardized painful stimulation during
general anesthesia: Applying machine learning to the {EEG} signal},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2021,
Orlando, FL, USA, December 5-7, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSCI50451.2021.9660114},
doi = {10.1109/SSCI50451.2021.9660114},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/AltesVJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/unet/OrchiSK21,
author = {Houda Orchi and
Mohamed Sadik and
Mohammed Khaldoun},
editor = {Halima Elbiaze and
Essaid Sabir and
Francisco Falcone and
Mohamed Sadik and
Samson Lasaulce and
Jalel Ben{-}Othman},
title = {A General Survey on Plants Disease Detection Using Image Processing,
Deep Transfer Learning and Machine Learning Techniques},
booktitle = {Ubiquitous Networking - 7th International Symposium, UNet 2021, Virtual
Event, May 19-22, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12845},
pages = {210--224},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86356-2\_18},
doi = {10.1007/978-3-030-86356-2\_18},
timestamp = {Tue, 14 Dec 2021 17:56:27 +0100},
biburl = {https://dblp.org/rec/conf/unet/OrchiSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ncs/Qu21a,
author = {Rong Qu},
editor = {Nelishia Pillay and
Rong Qu},
title = {A General Model for Automated Algorithm Design},
booktitle = {Automated Design of Machine Learning and Search Algorithms},
series = {Natural Computing Series},
pages = {29--43},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-72069-8\_3},
doi = {10.1007/978-3-030-72069-8\_3},
timestamp = {Wed, 25 May 2022 14:13:48 +0200},
biburl = {https://dblp.org/rec/series/ncs/Qu21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06166,
author = {Guilherme Vieira and
Marcos Eduardo Valle},
title = {A General Framework for Hypercomplex-valued Extreme Learning Machines},
journal = {CoRR},
volume = {abs/2101.06166},
year = {2021},
url = {https://arxiv.org/abs/2101.06166},
eprinttype = {arXiv},
eprint = {2101.06166},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10790,
author = {Simon Meyer Lauritsen and
Bo Thiesson and
Marianne Johansson J{\o}rgensen and
Anders Hammerich Riis and
Ulrick Skipper Espelund and
Jesper Bo Weile and
Jeppe Lange},
title = {The Consequences of the Framing of Machine Learning Risk Prediction
Models: Evaluation of Sepsis in General Wards},
journal = {CoRR},
volume = {abs/2101.10790},
year = {2021},
url = {https://arxiv.org/abs/2101.10790},
eprinttype = {arXiv},
eprint = {2101.10790},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02470,
author = {Mahshad Lotfinia and
Soroosh Tayebi Arasteh},
title = {Machine Learning-Based Generalized Model for Finite Element Analysis
of Roll Deflection During the Austenitic Stainless Steel 316L Strip
Rolling},
journal = {CoRR},
volume = {abs/2102.02470},
year = {2021},
url = {https://arxiv.org/abs/2102.02470},
eprinttype = {arXiv},
eprint = {2102.02470},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04763,
author = {Djordje Slijepcevic and
Maximilian Henzl and
Lukas Daniel Klausner and
Tobias Dam and
Peter Kieseberg and
Matthias Zeppelzauer},
title = {k-Anonymity in Practice: How Generalisation and Suppression Affect
Machine Learning Classifiers},
journal = {CoRR},
volume = {abs/2102.04763},
year = {2021},
url = {https://arxiv.org/abs/2102.04763},
eprinttype = {arXiv},
eprint = {2102.04763},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04869,
author = {Hojjat Salehinejad and
Jumpei Kitamura and
Noah Ditkofsky and
Amy Lin and
Aditya Bharatha and
Suradech Suthiphosuwan and
Hui{-}Ming Lin and
Jefferson R. Wilson and
Muhammad Mamdani and
Errol Colak},
title = {A Real-World Demonstration of Machine Learning Generalizability: Intracranial
Hemorrhage Detection on Head {CT}},
journal = {CoRR},
volume = {abs/2102.04869},
year = {2021},
url = {https://arxiv.org/abs/2102.04869},
eprinttype = {arXiv},
eprint = {2102.04869},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08991,
author = {Leonardo Banchi and
Jason Luke Pereira and
Stefano Pirandola},
title = {Generalization in Quantum Machine Learning: a Quantum Information
Perspective},
journal = {CoRR},
volume = {abs/2102.08991},
year = {2021},
url = {https://arxiv.org/abs/2102.08991},
eprinttype = {arXiv},
eprint = {2102.08991},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-08991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02667,
author = {Mart{\'{\i}}n Arjovsky},
title = {Out of Distribution Generalization in Machine Learning},
journal = {CoRR},
volume = {abs/2103.02667},
year = {2021},
url = {https://arxiv.org/abs/2103.02667},
eprinttype = {arXiv},
eprint = {2103.02667},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07183,
author = {Mohanad Sarhan and
Siamak Layeghy and
Marius Portmann},
title = {An Explainable Machine Learning-based Network Intrusion Detection
System for Enabling Generalisability in Securing IoT Networks},
journal = {CoRR},
volume = {abs/2104.07183},
year = {2021},
url = {https://arxiv.org/abs/2104.07183},
eprinttype = {arXiv},
eprint = {2104.07183},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-15197,
author = {Victor Chernozhukov and
Whitney K. Newey and
Rahul Singh},
title = {A Simple and General Debiased Machine Learning Theorem with Finite
Sample Guarantees},
journal = {CoRR},
volume = {abs/2105.15197},
year = {2021},
url = {https://arxiv.org/abs/2105.15197},
eprinttype = {arXiv},
eprint = {2105.15197},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-15197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07908,
author = {Truong{-}Vinh Hoang and
Sebastian Krumscheid and
Hermann G. Matthies and
Ra{\'{u}}l Tempone},
title = {Machine learning-based conditional mean filter: a generalization of
the ensemble Kalman filter for nonlinear data assimilation},
journal = {CoRR},
volume = {abs/2106.07908},
year = {2021},
url = {https://arxiv.org/abs/2106.07908},
eprinttype = {arXiv},
eprint = {2106.07908},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00368,
author = {Razieh Baradaran and
Hossein Amirkhani},
title = {Ensemble Learning-Based Approach for Improving Generalization Capability
of Machine Reading Comprehension Systems},
journal = {CoRR},
volume = {abs/2107.00368},
year = {2021},
url = {https://arxiv.org/abs/2107.00368},
eprinttype = {arXiv},
eprint = {2107.00368},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05101,
author = {Racine Ly},
title = {Machine Learning Challenges and Opportunities in the African Agricultural
Sector - {A} General Perspective},
journal = {CoRR},
volume = {abs/2107.05101},
year = {2021},
url = {https://arxiv.org/abs/2107.05101},
eprinttype = {arXiv},
eprint = {2107.05101},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03181,
author = {Mrunal Jadhav and
Matthew Guzdial},
title = {Tile Embedding: {A} General Representation for Procedural Level Generation
via Machine Learning},
journal = {CoRR},
volume = {abs/2110.03181},
year = {2021},
url = {https://arxiv.org/abs/2110.03181},
eprinttype = {arXiv},
eprint = {2110.03181},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06897,
author = {Yiping Lu and
Haoxuan Chen and
Jianfeng Lu and
Lexing Ying and
Jose H. Blanchet},
title = {Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound,
Neural Scaling Law and Minimax Optimality},
journal = {CoRR},
volume = {abs/2110.06897},
year = {2021},
url = {https://arxiv.org/abs/2110.06897},
eprinttype = {arXiv},
eprint = {2110.06897},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05292,
author = {Matthias C. Caro and
Hsin{-}Yuan Huang and
Marco Cerezo and
Kunal Sharma and
Andrew T. Sornborger and
Lukasz Cincio and
Patrick J. Coles},
title = {Generalization in quantum machine learning from few training data},
journal = {CoRR},
volume = {abs/2111.05292},
year = {2021},
url = {https://arxiv.org/abs/2111.05292},
eprinttype = {arXiv},
eprint = {2111.05292},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-11126,
author = {Philipp A. Guth and
Claudia Schillings and
Simon Weissmann},
title = {A General Framework for Machine Learning based Optimization Under
Uncertainty},
journal = {CoRR},
volume = {abs/2112.11126},
year = {2021},
url = {https://arxiv.org/abs/2112.11126},
eprinttype = {arXiv},
eprint = {2112.11126},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-11126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Arjovsky20,
author = {Mart{\'{\i}}n Arjovsky},
title = {Out of Distribution Generalization in Machine Learning},
school = {New York University, {USA}},
year = {2020},
timestamp = {Fri, 06 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Arjovsky20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/TongML20,
author = {Yao Tong and
Amanda I. Messinger and
Gang Luo},
title = {Testing the Generalizability of an Automated Method for Explaining
Machine Learning Predictions on Asthma Patients' Asthma Hospital Visits
to an Academic Healthcare System},
journal = {{IEEE} Access},
volume = {8},
pages = {195971--195979},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3032683},
doi = {10.1109/ACCESS.2020.3032683},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/TongML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ais/Spelda20,
author = {Petr Spelda},
title = {Machine learning, inductive reasoning, and reliability of generalisations},
journal = {{AI} Soc.},
volume = {35},
number = {1},
pages = {29--37},
year = {2020},
url = {https://doi.org/10.1007/s00146-018-0860-6},
doi = {10.1007/S00146-018-0860-6},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ais/Spelda20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/Gonzalez-CavaAL20,
author = {Jose M. Gonzalez{-}Cava and
Rafael Arnay and
Ana Le{\'{o}}n and
Mar{\'{\i}}a Mart{\'{\i}}n and
Jos{\'{e}} Antonio Reboso and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
Juan Albino M{\'{e}}ndez P{\'{e}}rez},
title = {Machine learning based method for the evaluation of the Analgesia
Nociception Index in the assessment of general anesthesia},
journal = {Comput. Biol. Medicine},
volume = {118},
pages = {103645},
year = {2020},
url = {https://doi.org/10.1016/j.compbiomed.2020.103645},
doi = {10.1016/J.COMPBIOMED.2020.103645},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/Gonzalez-CavaAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/PetrovicMJH20,
author = {Natasa Petrovic and
Gabriel Moy{\`{a}}{-}Alcover and
Antoni Jaume{-}i{-}Cap{\'{o}} and
Manuel Gonz{\'{a}}lez Hidalgo},
title = {Sickle-cell disease diagnosis support selecting the most appropriate
machine learning method: Towards a general and interpretable approach
for cell morphology analysis from microscopy images},
journal = {Comput. Biol. Medicine},
volume = {126},
pages = {104027},
year = {2020},
url = {https://doi.org/10.1016/j.compbiomed.2020.104027},
doi = {10.1016/J.COMPBIOMED.2020.104027},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/PetrovicMJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/Barbaresco20,
author = {Fr{\'{e}}d{\'{e}}ric Barbaresco},
title = {Lie Group Statistics and Lie Group Machine Learning Based on Souriau
Lie Groups Thermodynamics {\&} Koszul-Souriau-Fisher Metric: New
Entropy Definition as Generalized Casimir Invariant Function in Coadjoint
Representation},
journal = {Entropy},
volume = {22},
number = {6},
pages = {642},
year = {2020},
url = {https://doi.org/10.3390/e22060642},
doi = {10.3390/E22060642},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/Barbaresco20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/StrycharczukLBL20,
author = {Patrycja Strycharczuk and
Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Georgina Brown and
Adrian Leemann},
title = {General Northern English. Exploring Regional Variation in the North
of England With Machine Learning},
journal = {Frontiers Artif. Intell.},
volume = {3},
pages = {48},
year = {2020},
url = {https://doi.org/10.3389/frai.2020.00048},
doi = {10.3389/FRAI.2020.00048},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frai/StrycharczukLBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/GrilliR20,
author = {Eleonora Grilli and
Fabio Remondino},
title = {Machine Learning Generalisation across Different 3D Architectural
Heritage},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {9},
number = {6},
pages = {379},
year = {2020},
url = {https://doi.org/10.3390/ijgi9060379},
doi = {10.3390/IJGI9060379},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgi/GrilliR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/istr/DhoogeWVT20,
author = {Laurens D'hooge and
Tim Wauters and
Bruno Volckaert and
Filip De Turck},
title = {Inter-dataset generalization strength of supervised machine learning
methods for intrusion detection},
journal = {J. Inf. Secur. Appl.},
volume = {54},
pages = {102564},
year = {2020},
url = {https://doi.org/10.1016/j.jisa.2020.102564},
doi = {10.1016/J.JISA.2020.102564},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/istr/DhoogeWVT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/GaoZPZG20,
author = {Peng Gao and
Jun Zhang and
Qian Peng and
Jie Zhang and
Vassiliki{-}Alexandra Glezakou},
title = {General Protocol for the Accurate Prediction of Molecular 13C/1H {NMR}
Chemical Shifts via Machine Learning Augmented {DFT}},
journal = {J. Chem. Inf. Model.},
volume = {60},
number = {8},
pages = {3746--3754},
year = {2020},
url = {https://doi.org/10.1021/acs.jcim.0c00388},
doi = {10.1021/ACS.JCIM.0C00388},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/GaoZPZG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RisiT20,
author = {Sebastian Risi and
Julian Togelius},
title = {Increasing generality in machine learning through procedural content
generation},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {8},
pages = {428--436},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0208-z},
doi = {10.1038/S42256-020-0208-Z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RisiT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/MirRM20,
author = {Mir Saber Salehi Mir and
Javad Rezaeian and
Hossein Mohamadian},
title = {Scheduling parallel machine problem under general effects of deterioration
and learning with past-sequence-dependent setup time: heuristic and
meta-heuristic approaches},
journal = {Soft Comput.},
volume = {24},
number = {2},
pages = {1335--1355},
year = {2020},
url = {https://doi.org/10.1007/s00500-019-03970-z},
doi = {10.1007/S00500-019-03970-Z},
timestamp = {Thu, 09 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/MirRM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tches/PerinCP20,
author = {Guilherme Perin and
Lukasz Chmielewski and
Stjepan Picek},
title = {Strength in Numbers: Improving Generalization with Ensembles in Machine
Learning-based Profiled Side-channel Analysis},
journal = {{IACR} Trans. Cryptogr. Hardw. Embed. Syst.},
volume = {2020},
number = {4},
pages = {337--364},
year = {2020},
url = {https://doi.org/10.13154/tches.v2020.i4.337-364},
doi = {10.13154/TCHES.V2020.I4.337-364},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tches/PerinCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/FarrahiNTKKJ20,
author = {Vahid Farrahi and
Maisa Niemel{\"{a}} and
Petra Tjurin and
Maarit Kangas and
Raija Korpelainen and
Timo J{\"{a}}ms{\"{a}}},
title = {Evaluating and Enhancing the Generalization Performance of Machine
Learning Models for Physical Activity Intensity Prediction From Raw
Acceleration Data},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {24},
number = {1},
pages = {27--38},
year = {2020},
url = {https://doi.org/10.1109/JBHI.2019.2917565},
doi = {10.1109/JBHI.2019.2917565},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/FarrahiNTKKJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/JiaKW20,
author = {Yuheng Jia and
Sam Kwong and
Ran Wang},
title = {Applying Exponential Family Distribution to Generalized Extreme Learning
Machine},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {50},
number = {5},
pages = {1794--1804},
year = {2020},
url = {https://doi.org/10.1109/TSMC.2017.2788005},
doi = {10.1109/TSMC.2017.2788005},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/JiaKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apccas/SuzukiIKKKM20,
author = {Kenta Suzuki and
Takumi Ito and
Kohei Koike and
Takayuki Kawahara and
Mengnan Ke and
Kenjiro Mori},
title = {Improvement of Generalization Performance for Timber Health Monitoring
using Machine Learning},
booktitle = {2020 {IEEE} Asia Pacific Conference on Circuits and Systems, {APCCAS}
2020, Ha Long, Vietnam, December 8-10, 2020},
pages = {197--200},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/APCCAS50809.2020.9301662},
doi = {10.1109/APCCAS50809.2020.9301662},
timestamp = {Wed, 27 Jan 2021 14:35:03 +0100},
biburl = {https://dblp.org/rec/conf/apccas/SuzukiIKKKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/BorkenhagenSSZC20,
author = {Matthew Cooper Borkenhagen and
Ayon Sen and
Mark S. Seidenberg and
Jerry Zhu and
Christopher R. Cox},
editor = {Stephanie Denison and
Michael L. Mack and
Yang Xu and
Blair C. Armstrong},
title = {Enhancing generalization through an optimized sequential curriculum:
Learning (to read) through machine teaching},
booktitle = {Proceedings of the 42th Annual Meeting of the Cognitive Science Society
- Developing a Mind: Learning in Humans, Animals, and Machines, CogSci
2020, virtual, July 29 - August 1, 2020},
publisher = {cognitivesciencesociety.org},
year = {2020},
url = {https://cogsci.mindmodeling.org/2020/papers/0848/index.html},
timestamp = {Thu, 25 Apr 2024 16:58:16 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/BorkenhagenSSZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/CherrierMPDS20,
author = {No{\"{e}}lie Cherrier and
Michael Mayo and
Jean{-}Philippe Poli and
Maxime Defurne and
Franck Sabati{\'{e}}},
editor = {Annalisa Appice and
Grigorios Tsoumakas and
Yannis Manolopoulos and
Stan Matwin},
title = {Interpretable Machine Learning with Bitonic Generalized Additive Models
and Automatic Feature Construction},
booktitle = {Discovery Science - 23rd International Conference, {DS} 2020, Thessaloniki,
Greece, October 19-21, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12323},
pages = {386--402},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61527-7\_26},
doi = {10.1007/978-3-030-61527-7\_26},
timestamp = {Wed, 21 Oct 2020 14:22:04 +0200},
biburl = {https://dblp.org/rec/conf/dis/CherrierMPDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecoc/RosMY20,
author = {Francesco Da Ros and
Uiara Celine de Moura and
Metodi P. Yankov},
title = {Machine learning-based {EDFA} Gain Model Generalizable to Multiple
Physical Devices},
booktitle = {European Conference on Optical Communications, {ECOC} 2020, Virtual
Event, Belgium, December 6-10, 2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ECOC48923.2020.9333297},
doi = {10.1109/ECOC48923.2020.9333297},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecoc/RosMY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/ChenZ0C020a,
author = {Weichao Chen and
Shengjie Zhao and
Rongqing Zhang and
Yi Chen and
Liuqing Yang},
title = {Machine Learning-Based Generalized User Grouping in {NOMA}},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2020, Virtual
Event, Taiwan, December 7-11, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/GLOBECOM42002.2020.9322462},
doi = {10.1109/GLOBECOM42002.2020.9322462},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/ChenZ0C020a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/LinCSH20,
author = {Ang{-}Yang Lin and
Po{-}Ning Chen and
Shin{-}Lin Shieh and
Yu{-}Chih Huang},
title = {Generalized Likelihood-Ratio Enabled Machine Learning for {UE} Detection
over Grant-free {SCMA}},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2020, Virtual
Event, Taiwan, December 7-11, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/GLOBECOM42002.2020.9348048},
doi = {10.1109/GLOBECOM42002.2020.9348048},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globecom/LinCSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MolnarKHFDSCGB20,
author = {Christoph Molnar and
Gunnar K{\"{o}}nig and
Julia Herbinger and
Timo Freiesleben and
Susanne Dandl and
Christian A. Scholbeck and
Giuseppe Casalicchio and
Moritz Grosse{-}Wentrup and
Bernd Bischl},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {General Pitfalls of Model-Agnostic Interpretation Methods for Machine
Learning Models},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {39--68},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_4},
doi = {10.1007/978-3-031-04083-2\_4},
timestamp = {Fri, 29 Apr 2022 14:50:41 +0200},
biburl = {https://dblp.org/rec/conf/icml/MolnarKHFDSCGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/Angarita-Zapata20,
author = {Juan S. Angarita{-}Zapata and
Antonio D. Masegosa and
Isaac Triguero},
editor = {Marie{-}Jeanne Lesot and
Susana M. Vieira and
Marek Z. Reformat and
Jo{\~{a}}o Paulo Carvalho and
Anna Wilbik and
Bernadette Bouchon{-}Meunier and
Ronald R. Yager},
title = {General-Purpose Automated Machine Learning for Transportation: {A}
Case Study of Auto-sklearn for Traffic Forecasting},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems - 18th International Conference, {IPMU} 2020, Lisbon, Portugal,
June 15-19, 2020, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1238},
pages = {728--744},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-50143-3\_57},
doi = {10.1007/978-3-030-50143-3\_57},
timestamp = {Tue, 29 Dec 2020 18:36:32 +0100},
biburl = {https://dblp.org/rec/conf/ipmu/Angarita-Zapata20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobisys/Kumar20,
author = {Santosh Kumar},
title = {Sensitivity, Specificity, Generalizability, and Reusability Aspirations
for Machine Learning {(ML)} Models in mHealth},
booktitle = {HealthDL@MobiSys 2020, Proceedings of the 2020 Deep Learning for Wellbeing
Applications Leveraging Mobile Devices and Edge Computing, June 19,
2020, Toronto, ON, Canada},
pages = {1},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3396868.3402495},
doi = {10.1145/3396868.3402495},
timestamp = {Sun, 19 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mobisys/Kumar20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CartaRSS20,
author = {Salvatore Carta and
Diego Reforgiato Recupero and
Roberto Saia and
Maria Madalina Stanciu},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A General Approach for Risk Controlled Trading Based on Machine Learning
and Statistical Arbitrage},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {489--503},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_44},
doi = {10.1007/978-3-030-64583-0\_44},
timestamp = {Mon, 07 Feb 2022 17:57:40 +0100},
biburl = {https://dblp.org/rec/conf/mod/CartaRSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BenderRSB20,
author = {Andreas Bender and
David R{\"{u}}gamer and
Fabian Scheipl and
Bernd Bischl},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {A General Machine Learning Framework for Survival Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12459},
pages = {158--173},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67664-3\_10},
doi = {10.1007/978-3-030-67664-3\_10},
timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BenderRSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GijsbersV20,
author = {Pieter Gijsbers and
Joaquin Vanschoren},
editor = {Yuxiao Dong and
Georgiana Ifrim and
Dunja Mladenic and
Craig Saunders and
Sofie Van Hoecke},
title = {{GAMA:} {A} General Automated Machine Learning Assistant},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2020,
Ghent, Belgium, September 14-18, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12461},
pages = {560--564},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67670-4\_39},
doi = {10.1007/978-3-030-67670-4\_39},
timestamp = {Mon, 01 Mar 2021 11:15:30 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GijsbersV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00792,
author = {Siddhartha Srivastava and
Veera Sundararaghavan},
title = {Machine learning in quantum computers via general Boltzmann Machines:
Generative and Discriminative training through annealing},
journal = {CoRR},
volume = {abs/2002.00792},
year = {2020},
url = {https://arxiv.org/abs/2002.00792},
eprinttype = {arXiv},
eprint = {2002.00792},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01441,
author = {Alireza Rezazadeh},
title = {A Generalized Flow for {B2B} Sales Predictive Modeling: An Azure Machine
Learning Approach},
journal = {CoRR},
volume = {abs/2002.01441},
year = {2020},
url = {https://arxiv.org/abs/2002.01441},
eprinttype = {arXiv},
eprint = {2002.01441},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12270,
author = {James Allworth and
Lloyd Windrim and
Jeffrey Wardman and
Daniel Kucharski and
James Bennett and
Mitch Bryson},
title = {Development of a High Fidelity Simulator for Generalised Photometric
Based Space Object Classification using Machine Learning},
journal = {CoRR},
volume = {abs/2004.12270},
year = {2020},
url = {https://arxiv.org/abs/2004.12270},
eprinttype = {arXiv},
eprint = {2004.12270},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-05847,
author = {Yuan Sun and
Andreas T. Ernst and
Xiaodong Li and
Jake Weiner},
title = {Generalization of Machine Learning for Problem Reduction: {A} Case
Study on Travelling Salesman Problems},
journal = {CoRR},
volume = {abs/2005.05847},
year = {2020},
url = {https://arxiv.org/abs/2005.05847},
eprinttype = {arXiv},
eprint = {2005.05847},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-05847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07155,
author = {Dillon Bowen and
Lyle H. Ungar},
title = {Generalized {SHAP:} Generating multiple types of explanations in machine
learning},
journal = {CoRR},
volume = {abs/2006.07155},
year = {2020},
url = {https://arxiv.org/abs/2006.07155},
eprinttype = {arXiv},
eprint = {2006.07155},
timestamp = {Tue, 18 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11600,
author = {Yangyang Guo and
Zhiyong Cheng and
Jiazheng Jing and
Yanpeng Lin and
Liqiang Nie and
Meng Wang},
title = {Enhancing Factorization Machines with Generalized Metric Learning},
journal = {CoRR},
volume = {abs/2006.11600},
year = {2020},
url = {https://arxiv.org/abs/2006.11600},
eprinttype = {arXiv},
eprint = {2006.11600},
timestamp = {Fri, 14 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15442,
author = {Andreas Bender and
David R{\"{u}}gamer and
Fabian Scheipl and
Bernd Bischl},
title = {A General Machine Learning Framework for Survival Analysis},
journal = {CoRR},
volume = {abs/2006.15442},
year = {2020},
url = {https://arxiv.org/abs/2006.15442},
eprinttype = {arXiv},
eprint = {2006.15442},
timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15680,
author = {Pietro Barbiero and
Giovanni Squillero and
Alberto Paolo Tonda},
title = {Modeling Generalization in Machine Learning: {A} Methodological and
Computational Study},
journal = {CoRR},
volume = {abs/2006.15680},
year = {2020},
url = {https://arxiv.org/abs/2006.15680},
eprinttype = {arXiv},
eprint = {2006.15680},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04911,
author = {Pieter Gijsbers and
Joaquin Vanschoren},
title = {{GAMA:} a General Automated Machine learning Assistant},
journal = {CoRR},
volume = {abs/2007.04911},
year = {2020},
url = {https://arxiv.org/abs/2007.04911},
eprinttype = {arXiv},
eprint = {2007.04911},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05326,
author = {Francesco Da Ros and
Uiara Celine de Moura and
Metodi P. Yankov},
title = {Machine learning-based {EDFA} Gain Model Generalizable to Multiple
Physical Devices},
journal = {CoRR},
volume = {abs/2009.05326},
year = {2020},
url = {https://arxiv.org/abs/2009.05326},
eprinttype = {arXiv},
eprint = {2009.05326},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09756,
author = {Resul Tugay and
Sule G{\"{u}}nd{\"{u}}z {\"{O}}g{\"{u}}d{\"{u}}c{\"{u}}},
title = {Demand Prediction Using Machine Learning Methods and Stacked Generalization},
journal = {CoRR},
volume = {abs/2009.09756},
year = {2020},
url = {https://arxiv.org/abs/2009.09756},
eprinttype = {arXiv},
eprint = {2009.09756},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02576,
author = {Alexander Mey},
title = {A Note on High-Probability versus In-Expectation Guarantees of Generalization
Bounds in Machine Learning},
journal = {CoRR},
volume = {abs/2010.02576},
year = {2020},
url = {https://arxiv.org/abs/2010.02576},
eprinttype = {arXiv},
eprint = {2010.02576},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08168,
author = {Esther Rolf and
Jonathan Proctor and
Tamma Carleton and
Ian Bolliger and
Vaishaal Shankar and
Miyabi Ishihara and
Benjamin Recht and
Solomon Hsiang},
title = {A Generalizable and Accessible Approach to Machine Learning with Global
Satellite Imagery},
journal = {CoRR},
volume = {abs/2010.08168},
year = {2020},
url = {https://arxiv.org/abs/2010.08168},
eprinttype = {arXiv},
eprint = {2010.08168},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08569,
author = {Paul Y. Wang and
Sandalika Sapra and
Vivek Kurien George and
Gabriel A. Silva},
title = {Generalizable Machine Learning in Neuroscience using Graph Neural
Networks},
journal = {CoRR},
volume = {abs/2010.08569},
year = {2020},
url = {https://arxiv.org/abs/2010.08569},
eprinttype = {arXiv},
eprint = {2010.08569},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02530,
author = {Shubham Rai and
Walter Lau Neto and
Yukio Miyasaka and
Xinpei Zhang and
Mingfei Yu and
Qingyang Yi and
Masahiro Fujita and
Guilherme B. Manske and
Matheus F. Pontes and
Leomar S. da Rosa Jr. and
Marilton S. de Aguiar and
Paulo F. Butzen and
Po{-}Chun Chien and
Yu{-}Shan Huang and
Hoa{-}Ren Wang and
Jie{-}Hong R. Jiang and
Jiaqi Gu and
Zheng Zhao and
Zixuan Jiang and
David Z. Pan and
Brunno A. Abreu and
Isac de Souza Campos and
Augusto Andre Souza Berndt and
Cristina Meinhardt and
J{\^{o}}nata Tyska Carvalho and
Mateus Grellert and
Sergio Bampi and
Aditya Lohana and
Akash Kumar and
Wei Zeng and
Azadeh Davoodi and
Rasit Onur Topaloglu and
Yuan Zhou and
Jordan Dotzel and
Yichi Zhang and
Hanyu Wang and
Zhiru Zhang and
Valerio Tenace and
Pierre{-}Emmanuel Gaillardon and
Alan Mishchenko and
Satrajit Chatterjee},
title = {Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization},
journal = {CoRR},
volume = {abs/2012.02530},
year = {2020},
url = {https://arxiv.org/abs/2012.02530},
eprinttype = {arXiv},
eprint = {2012.02530},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08769,
author = {Esther E. Bron and
Stefan Klein and
Janne M. Papma and
Lize C. Jiskoot and
Vikram Venkatraghavan and
Jara Linders and
Pauline Aalten and
Peter Paul De Deyn and
Geert Jan Biessels and
Jurgen A. H. R. Claassen and
Huub A. M. Middelkoop and
Marion Smits and
Wiro J. Niessen and
John van Swieten and
Wiesje M. van der Flier and
Inez H. G. B. Ramakers and
Aad van der Lugt},
title = {Cross-Cohort Generalizability of Deep and Conventional Machine Learning
for MRI-based Diagnosis and Prediction of Alzheimer's Disease},
journal = {CoRR},
volume = {abs/2012.08769},
year = {2020},
url = {https://arxiv.org/abs/2012.08769},
eprinttype = {arXiv},
eprint = {2012.08769},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/au/Han19,
author = {Bo Han},
title = {When robust machine learning meets noisy supervision : mechanism,
optimization and generalization},
school = {University of Technology Sydney, Australia},
year = {2019},
url = {https://hdl.handle.net/10453/135949},
timestamp = {Sat, 01 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/au/Han19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Mahajan19,
author = {Divya Mahajan},
title = {Balancing Generality and Specialization for Machine Learning in the
Post-ISA Era},
school = {Georgia Institute of Technology, Atlanta, GA, {USA}},
year = {2019},
url = {https://hdl.handle.net/1853/61075},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Mahajan19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Yao19,
author = {Houpu Yao},
title = {Robust and Generalizable Machine Learning through Generative Models,Adversarial
Training, and Physics Priors},
school = {Arizona State University, Tempe, {USA}},
year = {2019},
url = {https://hdl.handle.net/2286/R.I.54939},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Yao19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/Mariet19,
author = {Zelda E. Mariet},
title = {Learning with generalized negative dependence: probabilistic models
of diversity for machine learning},
school = {Massachusetts Institute of Technology, Cambridge, {USA}},
year = {2019},
timestamp = {Wed, 11 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/ndltd/Mariet19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Roelofs19,
author = {Rebecca Roelofs},
title = {Measuring Generalization and Overfitting in Machine Learning},
school = {University of California, Berkeley, {USA}},
year = {2019},
url = {https://www.escholarship.org/uc/item/6j01x9mz},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Roelofs19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacie/LuoP19,
author = {Huan Luo and
Stephanie German Paal},
title = {A locally weighted machine learning model for generalized prediction
of drift capacity in seismic vulnerability assessments},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {34},
number = {11},
pages = {935--950},
year = {2019},
url = {https://doi.org/10.1111/mice.12456},
doi = {10.1111/MICE.12456},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacie/LuoP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/RaghuwanshiS19,
author = {Bhagat Singh Raghuwanshi and
Sanyam Shukla},
title = {Generalized class-specific kernelized extreme learning machine for
multiclass imbalanced learning},
journal = {Expert Syst. Appl.},
volume = {121},
pages = {244--255},
year = {2019},
url = {https://doi.org/10.1016/j.eswa.2018.12.024},
doi = {10.1016/J.ESWA.2018.12.024},
timestamp = {Wed, 13 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/RaghuwanshiS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/GlavatskikhLHCM19,
author = {Marta Glavatskikh and
Jules Leguy and
Gilles Hunault and
Thomas Cauchy and
Benoit Da Mota},
title = {Dataset's chemical diversity limits the generalizability of machine
learning predictions},
journal = {J. Cheminformatics},
volume = {11},
number = {1},
pages = {69:1--69:15},
year = {2019},
url = {https://doi.org/10.1186/s13321-019-0391-2},
doi = {10.1186/S13321-019-0391-2},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcheminf/GlavatskikhLHCM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/ChenJJL19,
author = {Chao Chen and
Xinyu Jin and
Boyuan Jiang and
Lanjuan Li},
title = {Optimizing Extreme Learning Machine via Generalized Hebbian Learning
and Intrinsic Plasticity Learning},
journal = {Neural Process. Lett.},
volume = {49},
number = {3},
pages = {1593--1609},
year = {2019},
url = {https://doi.org/10.1007/s11063-018-9869-6},
doi = {10.1007/S11063-018-9869-6},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/ChenJJL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/SunXD19,
author = {Shiliang Sun and
Xijiong Xie and
Chao Dong},
title = {Multiview Learning With Generalized Eigenvalue Proximal Support Vector
Machines},
journal = {{IEEE} Trans. Cybern.},
volume = {49},
number = {2},
pages = {688--697},
year = {2019},
url = {https://doi.org/10.1109/TCYB.2017.2786719},
doi = {10.1109/TCYB.2017.2786719},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/SunXD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Bagnall019,
author = {Alexander Bagnall and
Gordon Stewart},
title = {Certifying the True Error: Machine Learning in Coq with Verified Generalization
Guarantees},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {2662--2669},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33012662},
doi = {10.1609/AAAI.V33I01.33012662},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Bagnall019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChoLX19,
author = {Myung Cho and
Lifeng Lai and
Weiyu Xu},
title = {Generalized Distributed Dual Coordinate Ascent in a Tree Network for
Machine Learning},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {3512--3516},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682185},
doi = {10.1109/ICASSP.2019.8682185},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ChoLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jurix/HartmannB19,
author = {Fabiano Hartmann and
Debora Bonat},
editor = {Giovanni Casini and
Luigi Di Caro and
Guido Governatori and
Valentina Leone and
R{\'{e}}ka Markovich},
title = {Machine Learning and the General Repercussion on Brazilian Supreme
Court: Applying the Victor Robot to Legal Texts},
booktitle = {Proceedings of the 4th International Workshop on MIning and REasoning
with Legal texts co-located with the 32nd International Conference
on Legal Knowledge and Information Systems {(JURIX} 2019), Madrid,
Spain, December 11, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2632},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2632/MIREL-19\_paper\_5.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:15 +0100},
biburl = {https://dblp.org/rec/conf/jurix/HartmannB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AddankiVGMA19,
author = {Ravichandra Addanki and
Shaileshh Bojja Venkatakrishnan and
Shreyan Gupta and
Hongzi Mao and
Mohammad Alizadeh},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Generalizable Device Placement Algorithms for Distributed
Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {3983--3993},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/71560ce98c8250ce57a6a970c9991a5f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AddankiVGMA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11381,
author = {Jirong Yi and
Hui Xie and
Leixin Zhou and
Xiaodong Wu and
Weiyu Xu and
Raghuraman Mudumbai},
title = {Trust but Verify: An Information-Theoretic Explanation for the Adversarial
Fragility of Machine Learning Systems, and a General Defense against
Adversarial Attacks},
journal = {CoRR},
volume = {abs/1905.11381},
year = {2019},
url = {http://arxiv.org/abs/1905.11381},
eprinttype = {arXiv},
eprint = {1905.11381},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08597,
author = {Chen Sun and
Ye Tian and
Liang Gao and
Yishuai Niu and
Tianlong Zhang and
Hua Li and
Yuqing Zhang and
Zengqi Yue and
Nicole Delepine{-}Gilon and
Jin Yu},
title = {Machine Learning Allows Calibration Models to Predict Trace Element
Concentration in Soil with Generalized {LIBS} Spectra},
journal = {CoRR},
volume = {abs/1906.08597},
year = {2019},
url = {http://arxiv.org/abs/1906.08597},
eprinttype = {arXiv},
eprint = {1906.08597},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08879,
author = {Ravichandra Addanki and
Shaileshh Bojja Venkatakrishnan and
Shreyan Gupta and
Hongzi Mao and
Mohammad Alizadeh},
title = {Placeto: Learning Generalizable Device Placement Algorithms for Distributed
Machine Learning},
journal = {CoRR},
volume = {abs/1906.08879},
year = {2019},
url = {http://arxiv.org/abs/1906.08879},
eprinttype = {arXiv},
eprint = {1906.08879},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-01755,
author = {Lesia Semenova and
Cynthia Rudin},
title = {A study in Rashomon curves and volumes: {A} new perspective on generalization
and model simplicity in machine learning},
journal = {CoRR},
volume = {abs/1908.01755},
year = {2019},
url = {http://arxiv.org/abs/1908.01755},
eprinttype = {arXiv},
eprint = {1908.01755},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-01755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06521,
author = {Chelsea Sidrane and
Dylan J. Fitzpatrick and
Andrew Annex and
Diane O'Donoghue and
Yarin Gal and
Piotr Bilinski},
title = {Machine Learning for Generalizable Prediction of Flood Susceptibility},
journal = {CoRR},
volume = {abs/1910.06521},
year = {2019},
url = {http://arxiv.org/abs/1910.06521},
eprinttype = {arXiv},
eprint = {1910.06521},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-10685,
author = {Benjam{\'{\i}}n S{\'{a}}nchez{-}Lengeling and
Jennifer N. Wei and
Brian K. Lee and
Richard C. Gerkin and
Al{\'{a}}n Aspuru{-}Guzik and
Alexander B. Wiltschko},
title = {Machine Learning for Scent: Learning Generalizable Perceptual Representations
of Small Molecules},
journal = {CoRR},
volume = {abs/1910.10685},
year = {2019},
url = {http://arxiv.org/abs/1910.10685},
eprinttype = {arXiv},
eprint = {1910.10685},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-10685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-13071,
author = {Sebastian Risi and
Julian Togelius},
title = {Procedural Content Generation: From Automatically Generating Game
Levels to Increasing Generality in Machine Learning},
journal = {CoRR},
volume = {abs/1911.13071},
year = {2019},
url = {http://arxiv.org/abs/1911.13071},
eprinttype = {arXiv},
eprint = {1911.13071},
timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-13071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06248,
author = {Sayandev Mukherjee},
title = {General Information Bottleneck Objectives and their Applications to
Machine Learning},
journal = {CoRR},
volume = {abs/1912.06248},
year = {2019},
url = {http://arxiv.org/abs/1912.06248},
eprinttype = {arXiv},
eprint = {1912.06248},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12008,
author = {Haishan Ye and
Shusen Wang and
Zhihua Zhang and
Tong Zhang},
title = {Fast Generalized Matrix Regression with Applications in Machine Learning},
journal = {CoRR},
volume = {abs/1912.12008},
year = {2019},
url = {http://arxiv.org/abs/1912.12008},
eprinttype = {arXiv},
eprint = {1912.12008},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-12008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Adair18,
author = {Jason Adair},
title = {Improving the generalisability of brain computer interface applications
via machine learning and search-based heuristics},
school = {University of Stirling, {UK}},
year = {2018},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.781579},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Adair18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Navarro18,
author = {Alexandre K. W. Navarro},
title = {Probabilistic machine learning for circular statistics: models and
inference using the multivariate Generalised von Mises distribution},
school = {University of Cambridge, {UK}},
year = {2018},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.753478},
doi = {10.17863/CAM.26449},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Navarro18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HagosEYK18,
author = {Desta Haileselassie Hagos and
Paal E. Engelstad and
Anis Yazidi and
{\O}ivind Kure},
title = {General {TCP} State Inference Model From Passive Measurements Using
Machine Learning Techniques},
journal = {{IEEE} Access},
volume = {6},
pages = {28372--28387},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2833107},
doi = {10.1109/ACCESS.2018.2833107},
timestamp = {Tue, 10 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HagosEYK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/NingY18a,
author = {Chao Ning and
Fengqi You},
title = {Data-Driven Stochastic Robust Optimization: General Computational
Framework and Algorithm Leveraging Machine Learning for Optimization
under Uncertainty in the Big Data Era},
journal = {Comput. Chem. Eng.},
volume = {111},
year = {2018},
url = {https://doi.org/10.1016/j.compchemeng.2017.12.015},
doi = {10.1016/J.COMPCHEMENG.2017.12.015},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cce/NingY18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/ShimodaIO18,
author = {Akihiro Shimoda and
Daisuke Ichikawa and
Hiroshi Oyama},
title = {Using machine-learning approaches to predict non-participation in
a nationwide general health check-up scheme},
journal = {Comput. Methods Programs Biomed.},
volume = {163},
pages = {39--46},
year = {2018},
url = {https://doi.org/10.1016/j.cmpb.2018.05.032},
doi = {10.1016/J.CMPB.2018.05.032},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/ShimodaIO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CohenNE18,
author = {Aviad Cohen and
Nir Nissim and
Yuval Elovici},
title = {Novel set of general descriptive features for enhanced detection of
malicious emails using machine learning methods},
journal = {Expert Syst. Appl.},
volume = {110},
pages = {143--169},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2018.05.031},
doi = {10.1016/J.ESWA.2018.05.031},
timestamp = {Fri, 26 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/CohenNE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhaoPSSC18,
author = {Yong{-}Ping Zhao and
Ying{-}Ting Pan and
Fang{-}Quan Song and
Liguo Sun and
Tinghao Chen},
title = {Feature selection of generalized extreme learning machine for regression
problems},
journal = {Neurocomputing},
volume = {275},
pages = {2810--2823},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.11.056},
doi = {10.1016/J.NEUCOM.2017.11.056},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhaoPSSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DengCZC018,
author = {Zhaohong Deng and
Junyong Chen and
Te Zhang and
Longbing Cao and
Shitong Wang},
title = {Generalized Hidden-Mapping Minimax Probability Machine for the training
and reliability learning of several classical intelligent models},
journal = {Inf. Sci.},
volume = {436-437},
pages = {302--319},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.01.034},
doi = {10.1016/J.INS.2018.01.034},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/DengCZC018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcp/ZhangLA18,
author = {Xiaofang Zhang and
Xiaoli Lin and
Rana Aamir Raza Ashfaq},
title = {Impact of Different Random Initializations on Generalization Performance
of Extreme Learning Machine},
journal = {J. Comput.},
volume = {13},
number = {7},
pages = {805--822},
year = {2018},
url = {https://doi.org/10.17706/jcp.13.7.805-822},
doi = {10.17706/JCP.13.7.805-822},
timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcp/ZhangLA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/AgriomallosDMD18,
author = {Ioannis Agriomallos and
Stefanos Doltsinis and
Ioanna Mitsioni and
Zoe Doulgeri},
title = {Slippage Detection Generalizing to Grasping of Unknown Objects Using
Machine Learning With Novel Features},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {3},
number = {2},
pages = {942--948},
year = {2018},
url = {https://doi.org/10.1109/LRA.2018.2793346},
doi = {10.1109/LRA.2018.2793346},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/AgriomallosDMD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/ZhuTZ18,
author = {Hong Zhu and
Eric C. C. Tsang and
Jie Zhu},
title = {Training an extreme learning machine by localized generalization error
model},
journal = {Soft Comput.},
volume = {22},
number = {11},
pages = {3477--3485},
year = {2018},
url = {https://doi.org/10.1007/s00500-018-3012-5},
doi = {10.1007/S00500-018-3012-5},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/ZhuTZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/superfri/NemirovskyAMNUC18,
author = {Daniel Nemirovsky and
Tugberk Arkose and
Nikola Markovic and
Mario Nemirovsky and
Osman S. Unsal and
Adri{\'{a}}n Cristal and
Mateo Valero},
title = {A General Guide to Applying Machine Learning to Computer Architecture},
journal = {Supercomput. Front. Innov.},
volume = {5},
number = {1},
pages = {95--115},
year = {2018},
url = {https://doi.org/10.14529/jsfi180106},
doi = {10.14529/JSFI180106},
timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/superfri/NemirovskyAMNUC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/LuoSWWZWWZ18,
author = {Xiong Luo and
Jiankun Sun and
Long Wang and
Weiping Wang and
Wenbing Zhao and
Jinsong Wu and
Jenq{-}Haur Wang and
Zijun Zhang},
title = {Short-Term Wind Speed Forecasting via Stacked Extreme Learning Machine
With Generalized Correntropy},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {14},
number = {11},
pages = {4963--4971},
year = {2018},
url = {https://doi.org/10.1109/TII.2018.2854549},
doi = {10.1109/TII.2018.2854549},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/LuoSWWZWWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/RafieiNASC18,
author = {Mehdi Rafiei and
Taher Niknam and
Jamshid Aghaei and
Miadreza Shafie{-}Khah and
Jo{\~{a}}o P. S. Catal{\~{a}}o},
title = {Probabilistic Load Forecasting Using an Improved Wavelet Neural Network
Trained by Generalized Extreme Learning Machine},
journal = {{IEEE} Trans. Smart Grid},
volume = {9},
number = {6},
pages = {6961--6971},
year = {2018},
url = {https://doi.org/10.1109/TSG.2018.2807845},
doi = {10.1109/TSG.2018.2807845},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsg/RafieiNASC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Janota18,
author = {Mikol{\'{a}}s Janota},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Towards Generalization in {QBF} Solving via Machine Learning},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {6607--6614},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.12208},
doi = {10.1609/AAAI.V32I1.12208},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Janota18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icact/KimHH18a,
author = {Kwihoon Kim and
Yong{-}Geun Hong and
Youn{-}Hee Han},
title = {General labelled data generator framework for network machine learning},
booktitle = {20th International Conference on Advanced Communication Technology,
{ICACT} 2018, Elysian Gangchon, Chuncheon, Korea (South), February
11-14, 2018},
pages = {127--131},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/ICACT.2018.8323670},
doi = {10.23919/ICACT.2018.8323670},
timestamp = {Tue, 22 Mar 2022 11:28:01 +0100},
biburl = {https://dblp.org/rec/conf/icact/KimHH18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/HanZZT18,
author = {Wen{-}wen Han and
Peng Zheng and
Zhong{-}Qiu Zhao and
Weidong Tian},
editor = {De{-}Shuang Huang and
M. Michael Gromiha and
Kyungsook Han and
Abir Hussain},
title = {Improved Adaptive Incremental Error-Minimization-Based Extreme Learning
Machine with Localized Generalization Error Model},
booktitle = {Intelligent Computing Methodologies - 14th International Conference,
{ICIC} 2018, Wuhan, China, August 15-18, 2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10956},
pages = {112--122},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-95957-3\_13},
doi = {10.1007/978-3-319-95957-3\_13},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/icic/HanZZT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icppw/YanceyM18,
author = {Robin Elizabeth Yancey and
Norman S. Matloff},
title = {Fast, General Parallel Computation for Machine Learning},
booktitle = {The 47th International Conference on Parallel Processing, {ICPP} 2018,
Workshop Proceedings, Eugene, OR, USA, August 13-16, 2018},
pages = {30:1--30:7},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3229710.3229716},
doi = {10.1145/3229710.3229716},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icppw/YanceyM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CohenMKF18,
author = {Ori Cohen and
Rafael Malach and
Moshe Koppel and
Doron Friedman},
title = {Brain-Voyant: {A} General Purpose Machine-Learning Tool for Real-Time
fMRI Whole-Brain Pattern Classification},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489611},
doi = {10.1109/IJCNN.2018.8489611},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CohenMKF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mue/Jia18,
author = {Ying Jia},
editor = {James J. Park and
Vincenzo Loia and
Kim{-}Kwang Raymond Choo and
Gangman Yi},
title = {Online Data Flow Prediction Using Generalized Inverse Based Extreme
Learning Machine},
booktitle = {Advanced Multimedia and Ubiquitous Engineering - MUE/FutureTech 2018,
Salerno, Italy, 23-25 April 2018},
series = {Lecture Notes in Electrical Engineering},
volume = {518},
pages = {199--206},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-13-1328-8\_25},
doi = {10.1007/978-981-13-1328-8\_25},
timestamp = {Tue, 21 Jul 2020 17:21:23 +0200},
biburl = {https://dblp.org/rec/conf/mue/Jia18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/SuciuMKDD18,
author = {Octavian Suciu and
Radu Marginean and
Yigitcan Kaya and
Hal Daum{\'{e}} III and
Tudor Dumitras},
editor = {William Enck and
Adrienne Porter Felt},
title = {When Does Machine Learning FAIL? Generalized Transferability for Evasion
and Poisoning Attacks},
booktitle = {27th {USENIX} Security Symposium, {USENIX} Security 2018, Baltimore,
MD, USA, August 15-17, 2018},
pages = {1299--1316},
publisher = {{USENIX} Association},
year = {2018},
url = {https://www.usenix.org/conference/usenixsecurity18/presentation/suciu},
timestamp = {Mon, 01 Feb 2021 08:43:20 +0100},
biburl = {https://dblp.org/rec/conf/uss/SuciuMKDD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-02334,
author = {Yunlong Mi and
Yong Shi and
Jinhai Li and
Jiabin Liu and
Biao Li},
title = {A generalized concept-cognitive learning: {A} machine learning viewpoint},
journal = {CoRR},
volume = {abs/1801.02334},
year = {2018},
url = {http://arxiv.org/abs/1801.02334},
eprinttype = {arXiv},
eprint = {1801.02334},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-02334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07426,
author = {Kenji Kawaguchi and
Yoshua Bengio},
title = {Generalization in Machine Learning via Analytical Learning Theory},
journal = {CoRR},
volume = {abs/1802.07426},
year = {2018},
url = {http://arxiv.org/abs/1802.07426},
eprinttype = {arXiv},
eprint = {1802.07426},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06975,
author = {Octavian Suciu and
Radu Marginean and
Yigitcan Kaya and
Hal Daum{\'{e}} III and
Tudor Dumitras},
title = {When Does Machine Learning FAIL? Generalized Transferability for Evasion
and Poisoning Attacks},
journal = {CoRR},
volume = {abs/1803.06975},
year = {2018},
url = {http://arxiv.org/abs/1803.06975},
eprinttype = {arXiv},
eprint = {1803.06975},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07072,
author = {Shane T. Barratt and
Rishi Sharma},
title = {Optimizing for Generalization in Machine Learning with Cross-Validation
Gradients},
journal = {CoRR},
volume = {abs/1805.07072},
year = {2018},
url = {http://arxiv.org/abs/1805.07072},
eprinttype = {arXiv},
eprint = {1805.07072},
timestamp = {Fri, 23 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01709,
author = {Leonidas A. A. Doumas and
Guillermo Puebla and
Andrea E. Martin},
title = {Human-like generalization in a machine through predicate learning},
journal = {CoRR},
volume = {abs/1806.01709},
year = {2018},
url = {http://arxiv.org/abs/1806.01709},
eprinttype = {arXiv},
eprint = {1806.01709},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08294,
author = {Yeounoh Chung and
Peter J. Haas and
Eli Upfal and
Tim Kraska},
title = {Unknown Examples {\&} Machine Learning Model Generalization},
journal = {CoRR},
volume = {abs/1808.08294},
year = {2018},
url = {http://arxiv.org/abs/1808.08294},
eprinttype = {arXiv},
eprint = {1808.08294},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01898,
author = {Jo{\~{a}}o R. Campos and
Marco Vieira and
Ernesto Costa},
title = {Propheticus: Generalizable Machine Learning Framework},
journal = {CoRR},
volume = {abs/1809.01898},
year = {2018},
url = {http://arxiv.org/abs/1809.01898},
eprinttype = {arXiv},
eprint = {1809.01898},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/f1000research/RinconPatinoRC18,
author = {Juan Rincon{-}Patino and
Gustavo{-}Adolfo Ram{\'{\i}}rez{-}Gonz{\'{a}}lez and
Juan Carlos Corrales},
title = {Exploring machine learning: {A} bibliometric general approach using
SciMAT},
journal = {F1000Research},
volume = {7},
pages = {1210},
year = {2018},
url = {https://doi.org/10.12688/f1000research.15620.1},
doi = {10.12688/F1000RESEARCH.15620.1},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/f1000research/RinconPatinoRC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/f1000research/RinconPatinoRC18a,
author = {Juan Rincon{-}Patino and
Gustavo{-}Adolfo Ram{\'{\i}}rez{-}Gonz{\'{a}}lez and
Juan Carlos Corrales},
title = {Exploring machine learning: {A} bibliometric general approach using
Citespace},
journal = {F1000Research},
volume = {7},
pages = {1240},
year = {2018},
url = {https://doi.org/10.12688/f1000research.15619.1},
doi = {10.12688/F1000RESEARCH.15619.1},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/f1000research/RinconPatinoRC18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/JinJZ17,
author = {Bo Jin and
Zhongliang Jing and
Haitao Zhao},
title = {Incremental and Decremental Extreme Learning Machine Based on Generalized
Inverse},
journal = {{IEEE} Access},
volume = {5},
pages = {20852--20865},
year = {2017},
url = {https://doi.org/10.1109/ACCESS.2017.2758645},
doi = {10.1109/ACCESS.2017.2758645},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/JinJZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/FengPCGZ17,
author = {Yu Feng and
Yong Peng and
Ningbo Cui and
Daozhi Gong and
Kuandi Zhang},
title = {Modeling reference evapotranspiration using extreme learning machine
and generalized regression neural network only with temperature data},
journal = {Comput. Electron. Agric.},
volume = {136},
pages = {71--78},
year = {2017},
url = {https://doi.org/10.1016/j.compag.2017.01.027},
doi = {10.1016/J.COMPAG.2017.01.027},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cea/FengPCGZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/LeeJYY17,
author = {Jaeeun Lee and
Hanme Jang and
Jonghyeon Yang and
Kiyun Yu},
title = {Machine Learning Classification of Buildings for Map Generalization},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {6},
number = {10},
pages = {309},
year = {2017},
url = {https://doi.org/10.3390/ijgi6100309},
doi = {10.3390/IJGI6100309},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgi/LeeJYY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SunZZH17,
author = {Kai Sun and
Jiang{-}She Zhang and
Chunxia Zhang and
Junying Hu},
title = {Generalized extreme learning machine autoencoder and a new deep neural
network},
journal = {Neurocomputing},
volume = {230},
pages = {374--381},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2016.12.027},
doi = {10.1016/J.NEUCOM.2016.12.027},
timestamp = {Tue, 17 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/SunZZH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mvl/DengP17,
author = {Clemen Deng and
Marek A. Perkowski},
title = {A General Data Mining Methodology Based on a Weighted Hierarchical
Adaptive Voting Ensemble {(WHAVE)} Machine Learning Method},
journal = {J. Multiple Valued Log. Soft Comput.},
volume = {28},
number = {4-5},
pages = {409--427},
year = {2017},
url = {http://www.oldcitypublishing.com/journals/mvlsc-home/mvlsc-issue-contents/mvlsc-volume-28-number-4-5-2017/mvlsc-28-4-5-p-409-427/},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mvl/DengP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ErtugrulT17,
author = {{\"{O}}mer Faruk Ertugrul and
Mehmet Emin Tagluk},
title = {A novel machine learning method based on generalized behavioral learning
theory},
journal = {Neural Comput. Appl.},
volume = {28},
number = {12},
pages = {3921--3939},
year = {2017},
url = {https://doi.org/10.1007/s00521-016-2314-8},
doi = {10.1007/S00521-016-2314-8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ErtugrulT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/puc/SpanakisWBLR17,
author = {Gerasimos Spanakis and
Gerhard Weiss and
Bastiaan Boh and
Lotte Lemmens and
Anne Roefs},
title = {Machine learning techniques in eating behavior e-coaching - Balancing
between generalization and personalization},
journal = {Pers. Ubiquitous Comput.},
volume = {21},
number = {4},
pages = {645--659},
year = {2017},
url = {https://doi.org/10.1007/s00779-017-1022-4},
doi = {10.1007/S00779-017-1022-4},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/puc/SpanakisWBLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agi/RawlinsonK17,
author = {David Rawlinson and
Gideon Kowadlo},
editor = {Tom Everitt and
Ben Goertzel and
Alexey Potapov},
title = {Computational Neuroscience Offers Hints for More General Machine Learning},
booktitle = {Artificial General Intelligence - 10th International Conference, {AGI}
2017, Melbourne, VIC, Australia, August 15-18, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10414},
pages = {123--132},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-63703-7\_12},
doi = {10.1007/978-3-319-63703-7\_12},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/agi/RawlinsonK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/data/TugayO17,
author = {Resul Tugay and
Sule G{\"{u}}nd{\"{u}}z {\"{O}}g{\"{u}}d{\"{u}}c{\"{u}}},
editor = {Jorge Bernardino and
Christoph Quix and
Joaquim Filipe},
title = {Demand Prediction using Machine Learning Methods and Stacked Generalization},
booktitle = {Proceedings of the 6th International Conference on Data Science, Technology
and Applications, {DATA} 2017, Madrid, Spain, July 24-26, 2017},
pages = {216--222},
publisher = {SciTePress},
year = {2017},
url = {https://doi.org/10.5220/0006431602160222},
doi = {10.5220/0006431602160222},
timestamp = {Tue, 27 Mar 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/data/TugayO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurogp/CavaM17,
author = {William G. La Cava and
Jason H. Moore},
editor = {James McDermott and
Mauro Castelli and
Luk{\'{a}}s Sekanina and
Evert Haasdijk and
Pablo Garc{\'{\i}}a{-}S{\'{a}}nchez},
title = {A General Feature Engineering Wrapper for Machine Learning Using {\textbackslash}epsilon
-Lexicase Survival},
booktitle = {Genetic Programming - 20th European Conference, EuroGP 2017, Amsterdam,
The Netherlands, April 19-21, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10196},
pages = {80--95},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-55696-3\_6},
doi = {10.1007/978-3-319-55696-3\_6},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurogp/CavaM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gmds/SipplGPMT17,
author = {Philipp Sippl and
Thomas Ganslandt and
Hans{-}Ulrich Prokosch and
Tino Muenster and
Dennis Toddenroth},
editor = {Rainer R{\"{o}}hrig and
Antje Timmer and
Harald Binder and
Ulrich Sax},
title = {Machine Learning Models of Post-Intubation Hypoxia During General
Anesthesia},
booktitle = {German Medical Data Sciences: Visions and Bridges - Proceedings of
the 62nd Annual Meeting of the German Association of Medical Informatics,
Biometry and Epidemiology (gmds e.V.), {GMDS} 2017, Oldenburg, Germany,
17-21 September 2017},
series = {Studies in Health Technology and Informatics},
volume = {243},
pages = {212--216},
publisher = {{IOS} Press},
year = {2017},
url = {https://doi.org/10.3233/978-1-61499-808-2-212},
doi = {10.3233/978-1-61499-808-2-212},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gmds/SipplGPMT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/ZhangANA17,
author = {Shibo Zhang and
Rawan Alharbi and
Matthew Nicholson and
Nabil Alshurafa},
editor = {Seungyon Claire Lee and
Leila Takayama and
Khai N. Truong},
title = {When generalized eating detection machine learning models fail in
the field},
booktitle = {Adjunct Proceedings of the 2017 {ACM} International Joint Conference
on Pervasive and Ubiquitous Computing and Proceedings of the 2017
{ACM} International Symposium on Wearable Computers, UbiComp/ISWC
2017, Maui, HI, USA, September 11-15, 2017},
pages = {613--622},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3123024.3124409},
doi = {10.1145/3123024.3124409},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/huc/ZhangANA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/AoHHH17,
author = {Wei Ao and
Yu{-}Lin He and
Joshua Zhexue Huang and
Yupeng He},
editor = {Derong Liu and
Shengli Xie and
Yuanqing Li and
Dongbin Zhao and
El{-}Sayed M. El{-}Alfy},
title = {Improving Generalization Capability of Extreme Learning Machine with
Synthetic Instances Generation},
booktitle = {Neural Information Processing - 24th International Conference, {ICONIP}
2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10634},
pages = {3--12},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70087-8\_1},
doi = {10.1007/978-3-319-70087-8\_1},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/iconip/AoHHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZyarahK17,
author = {Abdullah M. Zyarah and
Dhireesha Kudithipudi},
title = {Extreme learning machine as a generalizable classification engine},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3371--3376},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966279},
doi = {10.1109/IJCNN.2017.7966279},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZyarahK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwbis/MasumAHJ17,
author = {M. Anwar Ma'sum and
Dewa Made Sri Arsa and
Novian Habibie and
Wisnu Jatmiko},
title = {Enhance generalized learning vector quantization using unsupervised
extreme learning machine and intelligent K-means clustering},
booktitle = {International Workshop on Big Data and Information Security, {IWBIS}
2017, Jakarta, Indonesia, September 23-24, 2017},
pages = {77--83},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IWBIS.2017.8275106},
doi = {10.1109/IWBIS.2017.8275106},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwbis/MasumAHJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sefm/Nakajima17,
author = {Shin Nakajima},
editor = {Antonio Cerone and
Marco Roveri},
title = {Generalized Oracle for Testing Machine Learning Computer Programs},
booktitle = {Software Engineering and Formal Methods - {SEFM} 2017 Collocated Workshops:
DataMod, FAACS, MSE, CoSim-CPS, and FOCLASA, Trento, Italy, September
4-5, 2017, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10729},
pages = {174--179},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-74781-1\_13},
doi = {10.1007/978-3-319-74781-1\_13},
timestamp = {Mon, 15 Jun 2020 17:05:45 +0200},
biburl = {https://dblp.org/rec/conf/sefm/Nakajima17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Raedt17a,
author = {Luc De Raedt},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Logic of Generality},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {772--780},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_489},
doi = {10.1007/978-1-4899-7687-1\_489},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Raedt17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Reid17,
author = {Mark Reid},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Generalization Bounds},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {556},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_328},
doi = {10.1007/978-1-4899-7687-1\_328},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Reid17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Sammut17e,
author = {Claude Sammut},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Generalization},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {556},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_327},
doi = {10.1007/978-1-4899-7687-1\_327},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Sammut17e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17ho,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Explanation-Based Generalization for Planning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {487},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_100162},
doi = {10.1007/978-1-4899-7687-1\_100162},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/X17ho.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17ii,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Generality and Logic},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {556},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_100179},
doi = {10.1007/978-1-4899-7687-1\_100179},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/X17ii.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17ij,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Generalization Performance},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {564},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_329},
doi = {10.1007/978-1-4899-7687-1\_329},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/X17ij.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17ik,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Generalized Delta Rule},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {564},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_100181},
doi = {10.1007/978-1-4899-7687-1\_100181},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/X17ik.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17il,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {General-to-Specific Search},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {564},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_331},
doi = {10.1007/978-1-4899-7687-1\_331},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/X17il.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17kn,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Is More General Than},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {683},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_100222},
doi = {10.1007/978-1-4899-7687-1\_100222},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/X17kn.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17nu,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Maximally General Hypothesis},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {799},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_100290},
doi = {10.1007/978-1-4899-7687-1\_100290},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/X17nu.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17ov,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Most General Hypothesis},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {856},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_560},
doi = {10.1007/978-1-4899-7687-1\_560},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/X17ov.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17vm,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Stacked Generalization},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1173},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_969},
doi = {10.1007/978-1-4899-7687-1\_969},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/X17vm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TramelGMCK17,
author = {Eric W. Tramel and
Marylou Gabri{\'{e}} and
Andre Manoel and
Francesco Caltagirone and
Florent Krzakala},
title = {A Deterministic and Generalized Framework for Unsupervised Learning
with Restricted Boltzmann Machines},
journal = {CoRR},
volume = {abs/1702.03260},
year = {2017},
url = {http://arxiv.org/abs/1702.03260},
eprinttype = {arXiv},
eprint = {1702.03260},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TramelGMCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Zhao17c,
author = {Hong Zhao},
title = {A General Theory for Training Learning Machine},
journal = {CoRR},
volume = {abs/1704.06885},
year = {2017},
url = {http://arxiv.org/abs/1704.06885},
eprinttype = {arXiv},
eprint = {1704.06885},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Zhao17c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/il/Moran16,
author = {Shay Moran},
title = {Generalization and simplification in machine learning},
school = {Technion - Israel Institute of Technology, Israel},
year = {2016},
url = {https://www.cs.technion.ac.il/users/wwwb/cgi-bin/tr-info.cgi/2016/PHD/PHD-2016-07},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/il/Moran16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/MeteSSDHA16,
author = {Mutlu Mete and
{\"{U}}nal Sakoglu and
Jeffrey S. Spence and
Michael Devous and
Thomas S. Harris and
Bryon Adinoff},
title = {Successful classification of cocaine dependence using brain imaging:
a generalizable machine learning approach},
journal = {{BMC} Bioinform.},
volume = {17},
number = {{S-13}},
pages = {357},
year = {2016},
url = {https://doi.org/10.1186/s12859-016-1218-z},
doi = {10.1186/S12859-016-1218-Z},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/MeteSSDHA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/He16,
author = {Hongyu He},
title = {Minimization of maximum lateness in an m-machine permutation flow
shop with a general exponential learning effect},
journal = {Comput. Ind. Eng.},
volume = {97},
pages = {73--83},
year = {2016},
url = {https://doi.org/10.1016/j.cie.2016.04.010},
doi = {10.1016/J.CIE.2016.04.010},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candie/He16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/StosicSL16,
author = {Dusan Stosic and
Darko Stosic and
Teresa Bernarda Ludermir},
title = {Voting based q-generalized extreme learning machine},
journal = {Neurocomputing},
volume = {174},
pages = {1021--1030},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.10.028},
doi = {10.1016/J.NEUCOM.2015.10.028},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/StosicSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/SvajlenkoR16,
author = {Jeffrey Svajlenko and
Chanchal K. Roy},
title = {A Machine Learning Based Approach for Evaluating Clone Detection Tools
for a Generalized and Accurate Precision},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {26},
number = {9-10},
pages = {1399--1430},
year = {2016},
url = {https://doi.org/10.1142/S0218194016400106},
doi = {10.1142/S0218194016400106},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/SvajlenkoR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CousoS16,
author = {In{\'{e}}s Couso and
Luciano S{\'{a}}nchez},
title = {Machine learning models, epistemic set-valued data and generalized
loss functions: An encompassing approach},
journal = {Inf. Sci.},
volume = {358-359},
pages = {129--150},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.04.016},
doi = {10.1016/J.INS.2016.04.016},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/CousoS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/VockWBAJVO16,
author = {David M. Vock and
Julian Wolfson and
Sunayan Bandyopadhyay and
Gediminas Adomavicius and
Paul E. Johnson and
Gabriela Vazquez{-}Benitez and
Patrick J. O'Connor},
title = {Adapting machine learning techniques to censored time-to-event health
record data: {A} general-purpose approach using inverse probability
of censoring weighting},
journal = {J. Biomed. Informatics},
volume = {61},
pages = {119--131},
year = {2016},
url = {https://doi.org/10.1016/j.jbi.2016.03.009},
doi = {10.1016/J.JBI.2016.03.009},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/VockWBAJVO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/LiuYLZCL16,
author = {Qiang Liu and
Jianping Yin and
Victor C. M. Leung and
Jun{-}Hai Zhai and
Zhiping Cai and
Jiarun Lin},
title = {Applying a new localized generalization error model to design neural
networks trained with extreme learning machine},
journal = {Neural Comput. Appl.},
volume = {27},
number = {1},
pages = {59--66},
year = {2016},
url = {https://doi.org/10.1007/s00521-014-1549-5},
doi = {10.1007/S00521-014-1549-5},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/LiuYLZCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/KimHOC16,
author = {You Jin Kim and
Jonghwan Hyeon and
Kyo{-}Joong Oh and
Ho{-}Jin Choi},
editor = {Byeong Ho Kang and
Quan Bai},
title = {Medical Prognosis Generation from General Blood Test Results Using
Knowledge-Based and Machine-Learning-Based Approaches},
booktitle = {{AI} 2016: Advances in Artificial Intelligence - 29th Australasian
Joint Conference, Hobart, TAS, Australia, December 5-8, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9992},
pages = {125--136},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-50127-7\_10},
doi = {10.1007/978-3-319-50127-7\_10},
timestamp = {Mon, 03 Jan 2022 22:15:46 +0100},
biburl = {https://dblp.org/rec/conf/ausai/KimHOC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JangL16,
author = {Huisu Jang and
Jaewook Lee},
editor = {Ilaria Bordino and
Guido Caldarelli and
Fabio Fumarola and
Francesco Gullo and
Tiziano Squartini},
title = {A general framework for building machine learning models for pricing
american index options with no-arbitrage and its limitation},
booktitle = {Proceedings of the First Workshop on MIning DAta for financial applicationS
{(MIDAS} 2016) co-located with the 2016 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML-PKDD} 2016), Riva del Garda, Italy, September 19-23, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1774},
pages = {29--30},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1774/MIDAS2016\_paper4.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JangL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Kalantari15,
author = {Nima Khademi Kalantari},
title = {Utilizing Machine Learning for Filtering General Monte Carlo Noise},
school = {University of California, Santa Barbara, {USA}},
year = {2015},
url = {http://www.escholarship.org/uc/item/6cw687x8},
timestamp = {Tue, 18 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Kalantari15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apjor/KungS15,
author = {Jan{-}Yee Kung and
Ming{-}Hung Shu},
title = {Some Scheduling Problems on a Single Machine with General Job Effects
of Position-Dependent Learning and Start-Time-Dependent Deterioration},
journal = {Asia Pac. J. Oper. Res.},
volume = {32},
number = {2},
pages = {1550002:1--1550002:21},
year = {2015},
url = {https://doi.org/10.1142/S0217595915500025},
doi = {10.1142/S0217595915500025},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apjor/KungS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/WangJCQ15,
author = {Shitong Wang and
Yizhang Jiang and
Fu{-}Lai Chung and
Pengjiang Qian},
title = {Feedforward kernel neural networks, generalized least learning machine,
and its deep learning with application to image classification},
journal = {Appl. Soft Comput.},
volume = {37},
pages = {125--141},
year = {2015},
url = {https://doi.org/10.1016/j.asoc.2015.07.040},
doi = {10.1016/J.ASOC.2015.07.040},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/WangJCQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangWJ15,
author = {Di Wang and
Ping Wang and
Yan Ji},
title = {An oscillation bound of the generalization performance of extreme
learning machine and corresponding analysis},
journal = {Neurocomputing},
volume = {151},
pages = {883--890},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.10.006},
doi = {10.1016/J.NEUCOM.2014.10.006},
timestamp = {Wed, 31 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/WangWJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YuanCZDZ15,
author = {Peipei Yuan and
Hong Chen and
Yicong Zhou and
Xiaoyan Deng and
Bin Zou},
title = {Generalization ability of extreme learning machine with uniformly
ergodic Markov chains},
journal = {Neurocomputing},
volume = {167},
pages = {528--534},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2015.04.041},
doi = {10.1016/J.NEUCOM.2015.04.041},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YuanCZDZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/FuDW15,
author = {Ai{-}Min Fu and
Chunru Dong and
Lai{-}Sheng Wang},
title = {An experimental study on stability and generalization of extreme learning
machines},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {6},
number = {1},
pages = {129--135},
year = {2015},
url = {https://doi.org/10.1007/s13042-014-0238-0},
doi = {10.1007/S13042-014-0238-0},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/FuDW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/KadenRHV15,
author = {Marika Kaden and
Martin Riedel and
Wieland Hermann and
Thomas Villmann},
title = {Border-sensitive learning in generalized learning vector quantization:
an alternative to support vector machines},
journal = {Soft Comput.},
volume = {19},
number = {9},
pages = {2423--2434},
year = {2015},
url = {https://doi.org/10.1007/s00500-014-1496-1},
doi = {10.1007/S00500-014-1496-1},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/KadenRHV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YangWWLL15,
author = {Yimin Yang and
Yaonan Wang and
Q. M. Jonathan Wu and
Xiaofeng Lin and
Min Liu},
title = {Progressive Learning Machine: {A} New Approach for General Hybrid
System Approximation},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {9},
pages = {1855--1874},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2357683},
doi = {10.1109/TNNLS.2014.2357683},
timestamp = {Mon, 17 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YangWWLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiTCQML15,
author = {Haifang Li and
Fei Tian and
Wei Chen and
Tao Qin and
Zhiming Ma and
Tie{-}Yan Liu},
editor = {Blai Bonet and
Sven Koenig},
title = {Generalization Analysis for Game-Theoretic Machine Learning},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2089--2095},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9436},
doi = {10.1609/AAAI.V29I1.9436},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiTCQML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/CousoS15,
author = {In{\'{e}}s Couso and
Luciano S{\'{a}}nchez},
editor = {Jos{\'{e}} Maria Alonso and
Humberto Bustince and
Marek Z. Reformat},
title = {Generalized stochastic orderings applied to the study of performance
of machine learning algorithms for low quality data},
booktitle = {2015 Conference of the International Fuzzy Systems Association and
the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15),
Gij{\'{o}}n, Spain., June 30, 2015},
publisher = {Atlantis Press},
year = {2015},
timestamp = {Thu, 06 Oct 2022 12:30:16 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/CousoS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icinfa/SunY015,
author = {Kai Sun and
Yuanlong Yu and
Zhiyong Huang},
title = {A generalized pruning algorithm for extreme learning machine},
booktitle = {{IEEE} International Conference on Information and Automation, {ICIA}
2015, Lijiang, China, August 8-10, 2015},
pages = {1431--1436},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICInfA.2015.7279511},
doi = {10.1109/ICINFA.2015.7279511},
timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
biburl = {https://dblp.org/rec/conf/icinfa/SunY015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BianchiSMNS15,
author = {Filippo Maria Bianchi and
Enrico De Santis and
Hedieh Montazeri and
Parisa Naraei and
Alireza Sadeghian},
title = {Position paper: a general framework for applying machine learning
techniques in operating room},
journal = {CoRR},
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year = {2015},
url = {http://arxiv.org/abs/1511.09099},
eprinttype = {arXiv},
eprint = {1511.09099},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BianchiSMNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/atlantis/GoertzelPG14,
author = {Ben Goertzel and
Cassio Pennachin and
Nil Geisweiller},
title = {Engineering General Intelligence, Part 1 - {A} Path to Advanced {AGI}
via Embodied Learning and Cognitive Synergy},
series = {Atlantis Thinking Machines},
volume = {5},
publisher = {Atlantis Press},
year = {2014},
url = {https://doi.org/10.2991/978-94-6239-027-0},
doi = {10.2991/978-94-6239-027-0},
isbn = {978-94-6239-026-3},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/atlantis/GoertzelPG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2014Genesereth,
author = {Michael R. Genesereth and
Michael Thielscher},
title = {General Game Playing},
series = {Synthesis Lectures on Artificial Intelligence and Machine Learning},
publisher = {Morgan {\&} Claypool Publishers},
year = {2014},
url = {https://doi.org/10.2200/S00564ED1V01Y201311AIM024},
doi = {10.2200/S00564ED1V01Y201311AIM024},
isbn = {978-3-031-00441-4},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2014Genesereth.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ChenPZLP14,
author = {Hong Chen and
Jiangtao Peng and
Yicong Zhou and
Luoqing Li and
Zhibin Pan},
title = {Extreme learning machine for ranking: Generalization analysis and
applications},
journal = {Neural Networks},
volume = {53},
pages = {119--126},
year = {2014},
url = {https://doi.org/10.1016/j.neunet.2014.01.015},
doi = {10.1016/J.NEUNET.2014.01.015},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ChenPZLP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/TakedaK14,
author = {Akiko Takeda and
Takafumi Kanamori},
title = {Using financial risk measures for analyzing generalization performance
of machine learning models},
journal = {Neural Networks},
volume = {57},
pages = {29--38},
year = {2014},
url = {https://doi.org/10.1016/j.neunet.2014.05.006},
doi = {10.1016/J.NEUNET.2014.05.006},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/TakedaK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/Lee14,
author = {Wen{-}Chiung Lee},
title = {Single-machine scheduling with past-sequence-dependent setup times
and general effects of deterioration and learning},
journal = {Optim. Lett.},
volume = {8},
number = {1},
pages = {135--144},
year = {2014},
url = {https://doi.org/10.1007/s11590-012-0481-9},
doi = {10.1007/S11590-012-0481-9},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ol/Lee14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LeeSVG14,
author = {Dongryeol Lee and
Piyush Sao and
Richard W. Vuduc and
Alexander G. Gray},
title = {A distributed kernel summation framework for general-dimension machine
learning},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {1},
pages = {1--13},
year = {2014},
url = {https://doi.org/10.1002/sam.11207},
doi = {10.1002/SAM.11207},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LeeSVG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsipa/JarungthaiCS14,
author = {Peera Jarungthai and
Sirapat Chiewchanwattana and
Khamron Sunat},
title = {Handwritten character recognition using generalized radial basis function
Extreme Learning Machine with centers selection},
booktitle = {Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference, {APSIPA} 2014, Chiang Mai, Thailand, December
9-12, 2014},
pages = {1--5},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/APSIPA.2014.7041773},
doi = {10.1109/APSIPA.2014.7041773},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/apsipa/JarungthaiCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuHZC14,
author = {Qian Yu and
Yuexian Hou and
Xiaozhao Zhao and
Guochen Cheng},
editor = {Zhi{-}Hua Zhou and
Wei Wang and
Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {R{\'{e}}nyi Divergence Based Generalization for Learning of Classification
Restricted Boltzmann Machines},
booktitle = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
pages = {692--697},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDMW.2014.17},
doi = {10.1109/ICDMW.2014.17},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuHZC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/FergusHHA14,
author = {Paul Fergus and
David Hignett and
Abir Jaafar Hussain and
Dhiya Al{-}Jumeily},
editor = {De{-}Shuang Huang and
Kyungsook Han and
M. Michael Gromiha},
title = {An Advanced Machine Learning Approach to Generalised Epileptic Seizure
Detection},
booktitle = {Intelligent Computing in Bioinformatics - 10th International Conference,
{ICIC} 2014, Taiyuan, China, August 3-6, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8590},
pages = {112--118},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-09330-7\_14},
doi = {10.1007/978-3-319-09330-7\_14},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icic/FergusHHA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/Elhadef14,
author = {Mourad Elhadef},
title = {A Machine Learning Approach for Self-Diagnosing Multiprocessors Systems
under the Generalized Comparison Model},
booktitle = {2014 {IEEE} 11th Intl Conf on Ubiquitous Intelligence and Computing
and 2014 {IEEE} 11th Intl Conf on Autonomic and Trusted Computing
and 2014 {IEEE} 14th Intl Conf on Scalable Computing and Communications
and Its Associated Workshops, Bali, Indonesia, December 9-12, 2014},
pages = {417--424},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/UIC-ATC-ScalCom.2014.5},
doi = {10.1109/UIC-ATC-SCALCOM.2014.5},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uic/Elhadef14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiTCQL14,
author = {Haifang Li and
Fei Tian and
Wei Chen and
Tao Qin and
Tie{-}Yan Liu},
title = {Generalization Analysis for Game-Theoretic Machine Learning},
journal = {CoRR},
volume = {abs/1410.3341},
year = {2014},
url = {http://arxiv.org/abs/1410.3341},
eprinttype = {arXiv},
eprint = {1410.3341},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiTCQL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcat/ChenSJX13,
author = {Wei{-}Jie Chen and
Yuan{-}Hai Shao and
Yibo Jiang and
Chongpu Xia},
title = {Ensemble learning for generalised eigenvalues proximal support vector
machines},
journal = {Int. J. Comput. Appl. Technol.},
volume = {47},
number = {2/3},
pages = {273--279},
year = {2013},
url = {https://doi.org/10.1504/IJCAT.2013.054359},
doi = {10.1504/IJCAT.2013.054359},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcat/ChenSJX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangSMZ13,
author = {Xi{-}Zhao Wang and
Qing{-}yan Shao and
Qing Miao and
Jun{-}Hai Zhai},
title = {Architecture selection for networks trained with extreme learning
machine using localized generalization error model},
journal = {Neurocomputing},
volume = {102},
pages = {3--9},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2011.12.053},
doi = {10.1016/J.NEUCOM.2011.12.053},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangSMZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/HuangLHJ13,
author = {Xue Huang and
Gang Li and
Yunzhang Huo and
Ping Ji},
title = {Single machine scheduling with general time-dependent deterioration,
position-dependent learning and past-sequence-dependent setup times},
journal = {Optim. Lett.},
volume = {7},
number = {8},
pages = {1793--1804},
year = {2013},
url = {https://doi.org/10.1007/s11590-012-0522-4},
doi = {10.1007/S11590-012-0522-4},
timestamp = {Mon, 19 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ol/HuangLHJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuLCCC13,
author = {Shan{-}Hung Wu and
Keng{-}Pei Lin and
Hao{-}Heng Chien and
Chung{-}Min Chen and
Ming{-}Syan Chen},
title = {On Generalizable Low False-Positive Learning Using Asymmetric Support
Vector Machines},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {5},
pages = {1083--1096},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.46},
doi = {10.1109/TKDE.2012.46},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuLCCC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiaAAGD13,
author = {Yangqing Jia and
Joshua T. Abbott and
Joseph L. Austerweil and
Thomas L. Griffiths and
Trevor Darrell},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Visual Concept Learning: Combining Machine Vision and Bayesian Generalization
on Concept Hierarchies},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1842--1850},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/d2ed45a52bc0edfa11c2064e9edee8bf-Abstract.html},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JiaAAGD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/KamThong12,
author = {Tony Kam{-}Thong},
title = {Massive parallelization of combinatorial statistical genetics analyses
porting machine learning methods on general purpose graphics processing
units {(GPU)} (Massive Parallelisierung der kombinatorischen statistischen
Genetik-Analysen mit Methoden des maschinellen Lernens auf graphics
processing units {(GPU))}},
school = {{TU} Berlin, Germany},
year = {2012},
url = {https://depositonce.tu-berlin.de/handle/11303/3602},
urn = {urn:nbn:de:kobv:83-opus-36091},
doi = {10.14279/DEPOSITONCE-3305},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/KamThong12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcim/YinXCW12,
author = {Yunqiang Yin and
Dehua Xu and
Shuenn{-}Ren Cheng and
Chin{-}Chia Wu},
title = {A generalisation model of learning and deteriorating effects on a
single-machine scheduling with past-sequence-dependent setup times},
journal = {Int. J. Comput. Integr. Manuf.},
volume = {25},
number = {9},
pages = {804--813},
year = {2012},
url = {https://doi.org/10.1080/0951192X.2012.665189},
doi = {10.1080/0951192X.2012.665189},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcim/YinXCW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/ZhaoPLC12,
author = {Jianwei Zhao and
Dong Sun Park and
Joonwhoan Lee and
Feilong Cao},
title = {Generalized extreme learning machine acting on a metric space},
journal = {Soft Comput.},
volume = {16},
number = {9},
pages = {1503--1514},
year = {2012},
url = {https://doi.org/10.1007/s00500-012-0825-5},
doi = {10.1007/S00500-012-0825-5},
timestamp = {Tue, 11 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/ZhaoPLC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esscirc/LeeV12,
author = {Kyong{-}Ho Lee and
Naveen Verma},
title = {A 1.2-0.55V general-purpose biomedical processor with configurable
machine-learning accelerators for high-order, patient-adaptive monitoring},
booktitle = {Proceedings of the 38th European Solid-State Circuit conference, {ESSCIRC}
2012, Bordeaux, France, September 17-21, 2012},
pages = {285--288},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ESSCIRC.2012.6341275},
doi = {10.1109/ESSCIRC.2012.6341275},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/esscirc/LeeV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/YuanCY12,
author = {Fenglian Yuan and
Qi Cheng and
Yunqiang Yin},
title = {Two-machine flowshop scheduling with past-sequence-dependent setup
times and general learning effects},
booktitle = {9th International Conference on Fuzzy Systems and Knowledge Discovery,
{FSKD} 2012, 29-31 May 2012, Chongqing, China},
pages = {3009--3012},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/FSKD.2012.6233960},
doi = {10.1109/FSKD.2012.6233960},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/fskd/YuanCY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccn/AlshammariZ12,
author = {Riyad Alshammari and
Nur Zincir{-}Heywood},
title = {The Impact of Evasion on the Generalization of Machine Learning Algorithms
to Classify VoIP Traffic},
booktitle = {21st International Conference on Computer Communications and Networks,
{ICCCN} 2012, Munich, Germany, July 30 - August 2, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICCCN.2012.6289243},
doi = {10.1109/ICCCN.2012.6289243},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icccn/AlshammariZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeeVG12,
author = {Dongryeol Lee and
Richard W. Vuduc and
Alexander G. Gray},
title = {A Distributed Kernel Summation Framework for General-Dimension Machine
Learning},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {391--402},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.34},
doi = {10.1137/1.9781611972825.34},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeeVG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1212-3618,
author = {Ekaterina Komendantskaya and
J{\'{o}}nathan Heras and
Gudmund Grov},
editor = {Cezary Kaliszyk and
Christoph L{\"{u}}th},
title = {Machine Learning in Proof General: Interfacing Interfaces},
booktitle = {Proceedings 10th International Workshop On User Interfaces for Theorem
Provers, {UITP} 2012, Bremen, Germany, July 11th, 2012},
series = {{EPTCS}},
volume = {118},
pages = {15--41},
year = {2012},
url = {https://doi.org/10.4204/EPTCS.118.2},
doi = {10.4204/EPTCS.118.2},
timestamp = {Wed, 16 Mar 2022 23:52:32 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-3618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-1121,
author = {Miron B. Kursa},
title = {Random ferns method implementation for the general-purpose machine
learning},
journal = {CoRR},
volume = {abs/1202.1121},
year = {2012},
url = {http://arxiv.org/abs/1202.1121},
eprinttype = {arXiv},
eprint = {1202.1121},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-1121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/Lee11a,
author = {Wen{-}Chiung Lee},
title = {A note on single-machine scheduling with general learning effect and
past-sequence-dependent setup time},
journal = {Comput. Math. Appl.},
volume = {62},
number = {4},
pages = {2095--2100},
year = {2011},
url = {https://doi.org/10.1016/j.camwa.2011.06.057},
doi = {10.1016/J.CAMWA.2011.06.057},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cma/Lee11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/cma/YinH11,
author = {Na Yin and
Xue Huang},
title = {A note on "Single-machine scheduling with general learning functions"},
journal = {Comput. Math. Appl.},
volume = {61},
number = {9},
pages = {2929--2930},
year = {2011},
url = {https://doi.org/10.1016/j.camwa.2011.03.068},
doi = {10.1016/J.CAMWA.2011.03.068},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cma/YinH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/YinX11,
author = {Yunqiang Yin and
Dehua Xu},
title = {Some single-machine scheduling problems with general effects of learning
and deterioration},
journal = {Comput. Math. Appl.},
volume = {61},
number = {1},
pages = {100--108},
year = {2011},
url = {https://doi.org/10.1016/j.camwa.2010.10.036},
doi = {10.1016/J.CAMWA.2010.10.036},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cma/YinX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ijon/Fernandez-NavarroHSG11,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Javier S{\'{a}}nchez{-}Monedero and
Pedro Antonio Guti{\'{e}}rrez},
title = {{MELM-GRBF:} {A} modified version of the extreme learning machine
for generalized radial basis function neural networks},
journal = {Neurocomputing},
volume = {74},
number = {16},
pages = {2502--2510},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2010.11.032},
doi = {10.1016/J.NEUCOM.2010.11.032},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Fernandez-NavarroHSG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/isci/YinXH11,
author = {Yunqiang Yin and
Dehua Xu and
Xiaokun Huang},
title = {Notes on "some single-machine scheduling problems with general position-dependent
and time-dependent learning effects"},
journal = {Inf. Sci.},
volume = {181},
number = {11},
pages = {2209--2217},
year = {2011},
url = {https://doi.org/10.1016/j.ins.2011.01.018},
doi = {10.1016/J.INS.2011.01.018},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/YinXH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/mcm/WangW11,
author = {Ji{-}Bo Wang and
Ming{-}Zheng Wang},
title = {A revision of machine scheduling problems with a general learning
effect},
journal = {Math. Comput. Model.},
volume = {53},
number = {1-2},
pages = {330--336},
year = {2011},
url = {https://doi.org/10.1016/j.mcm.2010.08.020},
doi = {10.1016/J.MCM.2010.08.020},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mcm/WangW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/agi/Silver11,
author = {Daniel L. Silver},
editor = {J{\"{u}}rgen Schmidhuber and
Kristinn R. Th{\'{o}}risson and
Moshe Looks},
title = {Machine Lifelong Learning: Challenges and Benefits for Artificial
General Intelligence},
booktitle = {Artificial General Intelligence - 4th International Conference, {AGI}
2011, Mountain View, CA, USA, August 3-6, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6830},
pages = {370--375},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22887-2\_45},
doi = {10.1007/978-3-642-22887-2\_45},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
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author = {Przemyslaw Klesk},
editor = {Joaquim Filipe and
Ana L. N. Fred},
title = {A Relationship between Cross-validation and Vapnik Bounds on Generalization
of Learning Machines},
booktitle = {{ICAART} 2011 - Proceedings of the 3rd International Conference on
Agents and Artificial Intelligence, Volume 1 - Artificial Intelligence,
Rome, Italy, January 28-30, 2011},
pages = {5--17},
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author = {Heather Leary and
Mimi Recker and
Andrew E. Walker and
Philipp G. Wetzler and
Tamara Sumner and
James H. Martin},
editor = {Glen Newton and
Michael J. Wright and
Lillian N. Cassel},
title = {Automating open educational resources assessments: a machine learning
generalization study},
booktitle = {Proceedings of the 2011 Joint International Conference on Digital
Libraries, {JCDL} 2011, Ottawa, ON, Canada, June 13-17, 2011},
pages = {283--286},
publisher = {{ACM}},
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Chin{-}Chia Wu},
title = {Erratum to 'Single-machine and flowshop scheduling with a general
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Patrick Taillandier and
Robert Weibel},
title = {Utilising urban context recognition and machine learning to improve
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author = {Wen{-}Hung Kuo and
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author = {Wen{-}Hung Kuo and
Dar{-}Li Yang},
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number = {5-6},
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Guangle Yan},
title = {Machine scheduling problems with a general learning effect},
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number = {1-2},
pages = {84--90},
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editor = {Claude Sammut and
Geoffrey I. Webb},
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pages = {624--631},
publisher = {Springer},
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editor = {Claude Sammut and
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author = {Claude Sammut},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Generalization},
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publisher = {Springer},
year = {2010},
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@incollection{DBLP:reference/ml/X10ht,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {General-to-Specific Search},
booktitle = {Encyclopedia of Machine Learning},
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editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Generality And Logic},
booktitle = {Encyclopedia of Machine Learning},
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publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_326},
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@incollection{DBLP:reference/ml/X10hv,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Generalization Performance},
booktitle = {Encyclopedia of Machine Learning},
pages = {454},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_329},
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editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Generalized Delta Rule},
booktitle = {Encyclopedia of Machine Learning},
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publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_330},
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@incollection{DBLP:reference/ml/X10kd,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Is More General Than},
booktitle = {Encyclopedia of Machine Learning},
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publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_419},
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@incollection{DBLP:reference/ml/X10od,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Most General Hypothesis},
booktitle = {Encyclopedia of Machine Learning},
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publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_560},
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editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Stacked Generalization},
booktitle = {Encyclopedia of Machine Learning},
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publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_778},
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title = {A least squares formulation for a class of generalized eigenvalue
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publisher = {{ACM}},
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title = {Using machine learning, general regression, and cox proportional hazards
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title = {The Generalization Performance of Learning Machine with {NA} Dependent
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pages = {3631--3634},
publisher = {{IEEE}},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/jcdl/HuLCMZ05,
author = {Yunhua Hu and
Hang Li and
Yunbo Cao and
Dmitriy Meyerzon and
Qinghua Zheng},
editor = {Mary Marlino and
Tamara Sumner and
Frank M. Shipman III},
title = {Automatic extraction of titles from general documents using machine
learning},
booktitle = {{ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2005, Denver,
CO, USA, June 7-11, 2005, Proceedings},
pages = {145--154},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1065385.1065418},
doi = {10.1145/1065385.1065418},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/jcdl/HuLCMZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robocup/HamrazF05,
author = {Seyed Hamid Hamraz and
Seyed Shams Feyzabadi},
editor = {Ansgar Bredenfeld and
Adam Jacoff and
Itsuki Noda and
Yasutake Takahashi},
title = {General-Purpose Learning Machine Using K-Nearest Neighbors Algorithm},
booktitle = {RoboCup 2005: Robot Soccer World Cup {IX}},
series = {Lecture Notes in Computer Science},
volume = {4020},
pages = {529--536},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11780519\_50},
doi = {10.1007/11780519\_50},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/robocup/HamrazF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GondraH04,
author = {Iker Gondra and
Douglas R. Heisterkamp},
editor = {Sadiye Guler and
Alexander G. Hauptmann and
Andreas Henrich},
title = {Learning in Region-Based Image Retrieval with Generalized Support
Vector Machines},
booktitle = {Proceedings {MDDE} '04, 4th International Workshop on Multimedia Data
and Document Engineering, Washington, DC, USA, July 2nd 2004},
publisher = {{IEEE} Computer Society},
year = {2004},
timestamp = {Fri, 23 Jul 2004 15:21:31 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/GondraH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GondraH04a,
author = {Iker Gondra and
Douglas R. Heisterkamp},
title = {Learning in Region-Based Image Retrieval with Generalized Support
Vector Machines},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2004, Washington, DC, USA, June 27 - July 2, 2004},
pages = {149},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CVPR.2004.384},
doi = {10.1109/CVPR.2004.384},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GondraH04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChouL04,
author = {Wu Chou and
Li Li},
editor = {Mehmed M. Kantardzic and
Mariofanna G. Milanova and
Olfa Nasraoui},
title = {A minimum classification error {(MCE)} framework for generalized linear
classifier in machine learning for text categorization/retrieval},
booktitle = {Proceedings of the 2004 International Conference on Machine Learning
and Applications - {ICMLA} 2004, 16-18 December 2004, Louisville,
KY, {USA}},
pages = {26--33},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICMLA.2004.1383490},
doi = {10.1109/ICMLA.2004.1383490},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ChouL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AndrewsHT02,
author = {Stuart Andrews and
Thomas Hofmann and
Ioannis Tsochantaridis},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Multiple Instance Learning with Generalized Support Vector Machines},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {943--944},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-139.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AndrewsHT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/das/Wnek02,
author = {Janusz Wnek},
editor = {Daniel P. Lopresti and
Jianying Hu and
Ramanujan S. Kashi},
title = {Machine Learning of Generalized Document Templates for Data Extraction},
booktitle = {Document Analysis Systems V, 5th International Workshop, {DAS} 2002,
Princeton, NJ, USA, August 19-21, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2423},
pages = {457--468},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45869-7\_49},
doi = {10.1007/3-540-45869-7\_49},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/das/Wnek02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DomingosH01,
author = {Pedro M. Domingos and
Geoff Hulten},
editor = {Carla E. Brodley and
Andrea Pohoreckyj Danyluk},
title = {A General Method for Scaling Up Machine Learning Algorithms and its
Application to Clustering},
booktitle = {Proceedings of the Eighteenth International Conference on Machine
Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June
28 - July 1, 2001},
pages = {106--113},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Thu, 07 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DomingosH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/NagashimaAT01,
author = {Yasuto Nagashima and
Kenji Araki and
Koji Tochinai},
title = {Evaluation of generality of inductive learning for preprocessing in
machine translation},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: "e-Systems and e-Man for Cybernetics in Cyberspace",
Tucson, Arizona, USA, 7-10 October 2001},
pages = {921--926},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICSMC.2001.973035},
doi = {10.1109/ICSMC.2001.973035},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/NagashimaAT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Meier98,
author = {Daniel Christoph Meier},
title = {Generalization and constraints in learning machines},
school = {University of Zurich, Z{\"{u}}rich, Switzerland},
year = {1998},
url = {https://d-nb.info/954487923},
isbn = {978-3-8265-4309-8},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Meier98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/BaldwinLM98,
author = {James F. Baldwin and
Jonathan Lawry and
Trevor P. Martin},
title = {The Application of Generalised Fuzzy Rules to Machine Learning and
Automated Knowledge Discovery},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {6},
number = {5},
pages = {459--488},
year = {1998},
url = {https://doi.org/10.1142/S0218488598000367},
doi = {10.1142/S0218488598000367},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/BaldwinLM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Freitag98,
author = {Dayne Freitag},
editor = {Jack Mostow and
Chuck Rich},
title = {Information Extraction from {HTML:} Application of a General Machine
Learning Approach},
booktitle = {Proceedings of the Fifteenth National Conference on Artificial Intelligence
and Tenth Innovative Applications of Artificial Intelligence Conference,
{AAAI} 98, {IAAI} 98, July 26-30, 1998, Madison, Wisconsin, {USA}},
pages = {517--523},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1998},
url = {http://www.aaai.org/Library/AAAI/1998/aaai98-073.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Freitag98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/TorresMoreno97,
author = {Juan{-}Manuel Torres{-}Moreno},
title = {Apprentissage et g{\'{e}}n{\'{e}}ralisation par des r{\'{e}}seaux
de neurones : {\'{e}}tude de nouveaux algorithmes constructifs.
(Machine learning and generalization by Neural Networks: new constructive
algorithms)},
school = {Grenoble Institute of Technology, France},
year = {1997},
url = {https://tel.archives-ouvertes.fr/tel-00390069},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/TorresMoreno97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Cardie95,
author = {Claire Cardie},
editor = {Stefan Wermter and
Ellen Riloff and
Gabriele Scheler},
title = {Embedded machine learning systems for natural language processing:
a general framework},
booktitle = {Connectionist, Statistical, and Symbolic Approaches to Learning for
Natural Language Processing},
series = {Lecture Notes in Computer Science},
volume = {1040},
pages = {315--328},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-60925-3\_56},
doi = {10.1007/3-540-60925-3\_56},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Cardie95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Holder92,
author = {Lawrence B. Holder},
editor = {William R. Swartout},
title = {Empirical Analysis of the General Utility Problem in Machine Learning},
booktitle = {Proceedings of the 10th National Conference on Artificial Intelligence,
San Jose, CA, USA, July 12-16, 1992},
pages = {249--254},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1992},
url = {http://www.aaai.org/Library/AAAI/1992/aaai92-039.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Holder92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Hoffmann90,
author = {Achim G. Hoffmann},
title = {General Limitations on Machine Learning},
booktitle = {9th European Conference on Artificial Intelligence, {ECAI} 1990, Stockholm,
Sweden, 1990},
pages = {345--347},
year = {1990},
timestamp = {Tue, 30 Jul 2019 13:42:21 +0200},
biburl = {https://dblp.org/rec/conf/ecai/Hoffmann90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Holder90,
author = {Lawrence B. Holder},
editor = {Bruce W. Porter and
Raymond J. Mooney},
title = {The General Utility Problem in Machine Learning},
booktitle = {Machine Learning, Proceedings of the Seventh International Conference
on Machine Learning, Austin, Texas, USA, June 21-23, 1990},
pages = {402--410},
publisher = {Morgan Kaufmann},
year = {1990},
url = {https://doi.org/10.1016/b978-1-55860-141-3.50051-1},
doi = {10.1016/B978-1-55860-141-3.50051-1},
timestamp = {Thu, 25 Jul 2019 17:43:05 +0200},
biburl = {https://dblp.org/rec/conf/icml/Holder90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Takiyama81,
author = {Ryuzo Takiyama},
title = {A two-level committee machine: a representation and a learning procedure
for general piecewise linear discriminant functions},
journal = {Pattern Recognit.},
volume = {13},
number = {3},
pages = {269--274},
year = {1981},
url = {https://doi.org/10.1016/0031-3203(81)90104-7},
doi = {10.1016/0031-3203(81)90104-7},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Takiyama81.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acm/Lee59,
author = {R. J. Lee},
editor = {Eric A. Weiss},
title = {Generalization of learning in a machine},
booktitle = {Preprints of papers presented at the 14th national meeting of the
Association for Computing Machinery, {ACM} 1959, Cambridge, Massachusetts,
USA, September 1-3, 1959},
pages = {1:1--1:4},
publisher = {{ACM}},
year = {1959},
url = {https://doi.org/10.1145/612201.612227},
doi = {10.1145/612201.612227},
timestamp = {Tue, 20 Apr 2021 12:30:59 +0200},
biburl = {https://dblp.org/rec/conf/acm/Lee59.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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