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BibTeX records: Russell Greiner
@article{DBLP:journals/mia/WeitzVSCKBKKRFPSERMGAWJ24, author = {Philippe Weitz and Masi Valkonen and Leslie Solorzano and Circe Carr and Kimmo Kartasalo and Constance Boissin and Sonja Koivukoski and Aino Kuusela and Dusan Rasic and Yanbo Feng and Sandra Kristiane Sinius Pouplier and Abhinav Sharma and Kajsa Ledesma Eriksson and Stephanie Robertson and Christian Marzahl and Chandler D. Gatenbee and Alexander R. A. Anderson and Marek Wodzinski and Artur Jurgas and Niccol{\`{o}} Marini and Manfredo Atzori and Henning M{\"{u}}ller and Daniel Budelmann and Nick Weiss and Stefan Heldmann and Johannes Lotz and Jelmer M. Wolterink and Bruno De Santi and Abhijeet Patil and Amit Sethi and Satoshi Kondo and Satoshi Kasai and Kousuke Hirasawa and Mahtab Farrokh and Neeraj Kumar and Russell Greiner and Leena Latonen and Anne{-}Vibeke Laenkholm and Johan Hartman and Pekka Ruusuvuori and Mattias Rantalainen}, title = {The {ACROBAT} 2022 challenge: Automatic registration of breast cancer tissue}, journal = {Medical Image Anal.}, volume = {97}, pages = {103257}, year = {2024}, url = {https://doi.org/10.1016/j.media.2024.103257}, doi = {10.1016/J.MEDIA.2024.103257}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mia/WeitzVSCKBKKRFPSERMGAWJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/npjdm/KalmadySSSNBEHMGSK24, author = {Sunil Vasu Kalmady and Amir Salimi and Weijie Sun and Nariman Sepehrvand and Yousef Nademi and Kevin Bainey and Justin A. Ezekowitz and Abram Hindle and Finlay A. McAlister and Russell Greiner and Roopinder K. Sandhu and Padma Kaul}, title = {Development and validation of machine learning algorithms based on electrocardiograms for cardiovascular diagnoses at the population level}, journal = {npj Digit. Medicine}, volume = {7}, number = {1}, year = {2024}, url = {https://doi.org/10.1038/s41746-024-01130-8}, doi = {10.1038/S41746-024-01130-8}, timestamp = {Thu, 12 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/npjdm/KalmadySSSNBEHMGSK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/QiYG24, author = {Shiang Qi and Yakun Yu and Russell Greiner}, title = {Conformalized Survival Distributions: {A} Generic Post-Process to Increase Calibration}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=jr0W36wOBx}, timestamp = {Mon, 02 Sep 2024 16:45:29 +0200}, biburl = {https://dblp.org/rec/conf/icml/QiYG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-16233, author = {Amit K. Chakraborty and Shan Gao and Reza Miry and Pouria Ramazi and Russell Greiner and Mark A. Lewis and Hao Wang}, title = {An early warning indicator trained on stochastic disease-spreading models with different noises}, journal = {CoRR}, volume = {abs/2403.16233}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.16233}, doi = {10.48550/ARXIV.2403.16233}, eprinttype = {arXiv}, eprint = {2403.16233}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-16233.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-02360, author = {Adamo Young and Fei Wang and David S. Wishart and Bo Wang and Hannes L. R{\"{o}}st and Russ Greiner}, title = {FraGNNet: {A} Deep Probabilistic Model for Mass Spectrum Prediction}, journal = {CoRR}, volume = {abs/2404.02360}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.02360}, doi = {10.48550/ARXIV.2404.02360}, eprinttype = {arXiv}, eprint = {2404.02360}, timestamp = {Wed, 14 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-02360.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-08893, author = {Shan Gao and Amit K. Chakraborty and Russell Greiner and Mark A. Lewis and Hao Wang}, title = {Early detection of disease outbreaks and non-outbreaks using incidence data}, journal = {CoRR}, volume = {abs/2404.08893}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.08893}, doi = {10.48550/ARXIV.2404.08893}, eprinttype = {arXiv}, eprint = {2404.08893}, timestamp = {Wed, 15 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-08893.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-00725, author = {Vikhyat Agrawal and Sunil Vasu Kalmady and Venkataseetharam Manoj Malipeddi and Manisimha Varma Manthena and Weijie Sun and Saiful Islam and Abram Hindle and Padma Kaul and Russell Greiner}, title = {Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data}, journal = {CoRR}, volume = {abs/2405.00725}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.00725}, doi = {10.48550/ARXIV.2405.00725}, eprinttype = {arXiv}, eprint = {2405.00725}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-00725.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-07374, author = {Shiang Qi and Yakun Yu and Russell Greiner}, title = {Conformalized Survival Distributions: {A} Generic Post-Process to Increase Calibration}, journal = {CoRR}, volume = {abs/2405.07374}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.07374}, doi = {10.48550/ARXIV.2405.07374}, eprinttype = {arXiv}, eprint = {2405.07374}, timestamp = {Sat, 15 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-07374.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/npjdm/SunKSSNBEGHMSK23, author = {Weijie Sun and Sunil Vasu Kalmady and Nariman Sepehrvand and Amir Salimi and Yousef Nademi and Kevin Bainey and Justin A. Ezekowitz and Russell Greiner and Abram Hindle and Finlay A. McAlister and Roopinder K. Sandhu and Padma Kaul}, title = {Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms}, journal = {npj Digit. Medicine}, volume = {6}, year = {2023}, url = {https://doi.org/10.1038/s41746-023-00765-3}, doi = {10.1038/S41746-023-00765-3}, timestamp = {Mon, 12 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/npjdm/SunKSSNBEGHMSK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/QiKVXSG23, author = {Shiang Qi and Neeraj Kumar and Ruchika Verma and Jian{-}Yi Xu and Grace Shen{-}Tu and Russell Greiner}, title = {Using Bayesian Neural Networks to Select Features and Compute Credible Intervals for Personalized Survival Prediction}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {70}, number = {12}, pages = {3389--3400}, year = {2023}, url = {https://doi.org/10.1109/TBME.2023.3287514}, doi = {10.1109/TBME.2023.3287514}, timestamp = {Sun, 10 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbe/QiKVXSG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ShahQWFTSGPK23, author = {Zehra Shah and Shiang Qi and Fei Wang and Mahtab Farrokh and Mashrura Tasnim and Eleni Stroulia and Russell Greiner and Manos Plitsis and Athanasios Katsamanis}, title = {Exploring Language-Agnostic Speech Representations Using Domain Knowledge for Detecting Alzheimer's Dementia}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing {ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023}, pages = {1--2}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICASSP49357.2023.10095593}, doi = {10.1109/ICASSP49357.2023.10095593}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/ShahQWFTSGPK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/QiKFSKRHG23, author = {Shiang Qi and Neeraj Kumar and Mahtab Farrokh and Weijie Sun and Li{-}Hao Kuan and Rajesh Ranganath and Ricardo Henao and Russell Greiner}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {An Effective Meaningful Way to Evaluate Survival Models}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {28244--28276}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/qi23b.html}, timestamp = {Fri, 26 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/QiKFSKRHG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/micad/SoltanpourYGBB23, author = {Mohsen Soltanpour and Muhammad Yousefnezhad and Russ Greiner and Pierre Boulanger and Brian Buck}, editor = {Khan M. Iftekharuddin and Weijie Chen}, title = {Using temporal {GAN} to translate the current {CTP} scan to follow-up MRI, for predicting final acute ischemic stroke lesions}, booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA, February 19-23, 2023}, series = {{SPIE} Proceedings}, volume = {12465}, publisher = {{SPIE}}, year = {2023}, url = {https://doi.org/10.1117/12.2654069}, doi = {10.1117/12.2654069}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/micad/SoltanpourYGBB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ml4h/NademiK0QHKG23, author = {Yousef Nademi and Sunil Vasu Kalmady and Weijie Sun and Shiang Qi and Abram Hindle and Padma Kaul and Russell Greiner}, editor = {Stefan Hegselmann and Antonio Parziale and Divya Shanmugam and Shengpu Tang and Mercy Nyamewaa Asiedu and Serina Chang and Tom Hartvigsen and Harvineet Singh}, title = {Supervised Electrocardiogram(ECG) Features Outperform Knowledge-based And Unsupervised Features In Individualized Survival Prediction}, booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023, New Orleans, Louisiana, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {225}, pages = {368--384}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v225/nademi23a.html}, timestamp = {Tue, 20 Feb 2024 16:30:24 +0100}, biburl = {https://dblp.org/rec/conf/ml4h/NademiK0QHKG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sipaim/NademiKSSHKG23, author = {Yousef Nademi and Sunil Vasu Kalmady and Weijie Sun and Amir Salimi and Abram Hindle and Padma Kaul and Russell Greiner}, title = {Generative Data by {\(\beta\)}-Variational Autoencoders Help Build Stronger Classifiers: {ECG} Use Case}, booktitle = {19th International Symposium on Medical Information Processing and Analysis, {SIPAIM} 2023, Mexico City, Mexico, November 15-17, 2023}, pages = {1--7}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SIPAIM56729.2023.10373478}, doi = {10.1109/SIPAIM56729.2023.10373478}, timestamp = {Mon, 12 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sipaim/NademiKSSHKG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/FoomaniCGK23, author = {Ali Hossein Gharari Foomani and Michael Cooper and Russell Greiner and Rahul G. Krishnan}, editor = {Robin J. Evans and Ilya Shpitser}, title = {Copula-based deep survival models for dependent censoring}, booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August 2023, Pittsburgh, PA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {216}, pages = {669--680}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v216/gharari23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/uai/FoomaniCGK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-04829, author = {Roberto Vega and Zehra Shah and Pouria Ramazi and Russell Greiner}, title = {Modeling and Forecasting {COVID-19} Cases using Latent Subpopulations}, journal = {CoRR}, volume = {abs/2302.04829}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.04829}, doi = {10.48550/ARXIV.2302.04829}, eprinttype = {arXiv}, eprint = {2302.04829}, timestamp = {Mon, 13 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-04829.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-18033, author = {Philippe Weitz and Masi Valkonen and Leslie Solorzano and Circe Carr and Kimmo Kartasalo and Constance Boissin and Sonja Koivukoski and Aino Kuusela and Dusan Rasic and Yanbo Feng and Sandra Kristiane Sinius Pouplier and Abhinav Sharma and Kajsa Ledesma Eriksson and Stephanie Robertson and Christian Marzahl and Chandler D. Gatenbee and Alexander R. A. Anderson and Marek Wodzinski and Artur Jurgas and Niccol{\`{o}} Marini and Manfredo Atzori and Henning M{\"{u}}ller and Daniel Budelmann and Nick Weiss and Stefan Heldmann and Johannes Lotz and Jelmer M. Wolterink and Bruno De Santi and Abhijeet Patil and Amit Sethi and Satoshi Kondo and Satoshi Kasai and Kousuke Hirasawa and Mahtab Farrokh and Neeraj Kumar and Russell Greiner and Leena Latonen and Anne{-}Vibeke Laenkholm and Johan Hartman and Pekka Ruusuvuori and Mattias Rantalainen}, title = {The {ACROBAT} 2022 Challenge: Automatic Registration Of Breast Cancer Tissue}, journal = {CoRR}, volume = {abs/2305.18033}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.18033}, doi = {10.48550/ARXIV.2305.18033}, eprinttype = {arXiv}, eprint = {2305.18033}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-18033.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-01196, author = {Shiang Qi and Neeraj Kumar and Mahtab Farrokh and Weijie Sun and Li{-}Hao Kuan and Rajesh Ranganath and Ricardo Henao and Russell Greiner}, title = {An Effective Meaningful Way to Evaluate Survival Models}, journal = {CoRR}, volume = {abs/2306.01196}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.01196}, doi = {10.48550/ARXIV.2306.01196}, eprinttype = {arXiv}, eprint = {2306.01196}, timestamp = {Tue, 30 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-01196.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-11912, author = {Ali Hossein Gharari Foomani and Michael Cooper and Russell Greiner and Rahul G. Krishnan}, title = {Copula-Based Deep Survival Models for Dependent Censoring}, journal = {CoRR}, volume = {abs/2306.11912}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.11912}, doi = {10.48550/ARXIV.2306.11912}, eprinttype = {arXiv}, eprint = {2306.11912}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-11912.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fini/PandaKG22, author = {Rohan Panda and Sunil Vasu Kalmady and Russell Greiner}, title = {Multi-Source Domain Adaptation Techniques for Mitigating Batch Effects: {A} Comparative Study}, journal = {Frontiers Neuroinformatics}, volume = {16}, pages = {805117}, year = {2022}, url = {https://doi.org/10.3389/fninf.2022.805117}, doi = {10.3389/FNINF.2022.805117}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fini/PandaKG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fini/YousefnezhadZGG22, author = {Muhammad Yousefnezhad and Daoqiang Zhang and Andrew J. Greenshaw and Russell Greiner}, title = {Editorial: Multi-site neuroimage analysis: Domain adaptation and batch effects}, journal = {Frontiers Neuroinformatics}, volume = {16}, year = {2022}, url = {https://doi.org/10.3389/fninf.2022.994463}, doi = {10.3389/FNINF.2022.994463}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fini/YousefnezhadZGG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/WishartGOWAPDST22, author = {David S. Wishart and Anchi Guo and Eponine Oler and Fei Wang and Afia Anjum and Harrison Peters and Raynard Dizon and Zinat Sayeeda and Siyang Tian and Brian L. Lee and Mark V. Berjanskii and Robert Mah and Mai Yamamoto and Juan Jovel and Claudia Torres{-}Calzada and Mickel Hiebert{-}Giesbrecht and Vicki W. Lui and Dorna Varshavi and Dorsa Varshavi and Dana Allen and David Arndt and Nitya Khetarpal and Aadhavya Sivakumaran and Karxena Harford and Selena Sanford and Kristen Yee and Xuan Cao and Zachary Budinski and Jaanus Liigand and Lun Zhang and Jiamin Zheng and Rupasri Mandal and Naama Karu and Maija Dambrova and Helgi B. Schi{\"{o}}th and Russell Greiner and Vasuk Gautam}, title = {{HMDB} 5.0: the Human Metabolome Database for 2022}, journal = {Nucleic Acids Res.}, volume = {50}, number = {{D1}}, pages = {622--631}, year = {2022}, url = {https://doi.org/10.1093/nar/gkab1062}, doi = {10.1093/NAR/GKAB1062}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/WishartGOWAPDST22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/WishartTAOPLGFG22, author = {David S. Wishart and Siyang Tian and Dana Allen and Eponine Oler and Harrison Peters and Vicki W. Lui and Vasuk Gautam and Yannick Djoumbou Feunang and Russell Greiner and Thomas O. Metz}, title = {BioTransformer 3.0 - a web server for accurately predicting metabolic transformation products}, journal = {Nucleic Acids Res.}, volume = {50}, number = {{W1}}, pages = {115--123}, year = {2022}, url = {https://doi.org/10.1093/nar/gkac313}, doi = {10.1093/NAR/GKAC313}, timestamp = {Thu, 09 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nar/WishartTAOPLGFG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/WangATOGGMW22, author = {Fei Wang and Dana Allen and Siyang Tian and Eponine Oler and Vasuk Gautam and Russell Greiner and Thomas O. Metz and David S. Wishart}, title = {{CFM-ID} 4.0 - a web server for accurate MS-based metabolite identification}, journal = {Nucleic Acids Res.}, volume = {50}, number = {{W1}}, pages = {165--174}, year = {2022}, url = {https://doi.org/10.1093/nar/gkac383}, doi = {10.1093/NAR/GKAC383}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/WangATOGGMW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-05282, author = {Roberto Vega and Russell Greiner}, title = {Domain-shift adaptation via linear transformations}, journal = {CoRR}, volume = {abs/2201.05282}, year = {2022}, url = {https://arxiv.org/abs/2201.05282}, eprinttype = {arXiv}, eprint = {2201.05282}, timestamp = {Thu, 20 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-05282.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-06291, author = {Weijie Sun and Sunil Vasu Kalmady and Amir Salimi and Nariman Sepehrvand and Eric Ly and Abram Hindle and Russell Greiner and Padma Kaul}, title = {{ECG} for high-throughput screening of multiple diseases: Proof-of-concept using multi-diagnosis deep learning from population-based datasets}, journal = {CoRR}, volume = {abs/2210.06291}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.06291}, doi = {10.48550/ARXIV.2210.06291}, eprinttype = {arXiv}, eprint = {2210.06291}, timestamp = {Mon, 12 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-06291.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-09068, author = {Mohsen Soltanpour and Muhammad Yousefnezhad and Russ Greiner and Pierre Boulanger and Brian Buck}, title = {Ischemic Stroke Lesion Prediction using imbalanced Temporal Deep Gaussian Process (iTDGP)}, journal = {CoRR}, volume = {abs/2211.09068}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.09068}, doi = {10.48550/ARXIV.2211.09068}, eprinttype = {arXiv}, eprint = {2211.09068}, timestamp = {Thu, 24 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-09068.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-10431, author = {Weijie Sun and Sunil Vasu Kalmady and Nariman Sepehrvand and Luan Manh Chu and Zihan Wang and Amir Salimi and Abram Hindle and Russell Greiner and Padma Kaul}, title = {Improving ECG-based {COVID-19} diagnosis and mortality predictions using pre-pandemic medical records at population-scale}, journal = {CoRR}, volume = {abs/2211.10431}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.10431}, doi = {10.48550/ARXIV.2211.10431}, eprinttype = {arXiv}, eprint = {2211.10431}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-10431.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aeog/LongRSGHJ21, author = {Yaqian Long and Benoit Rivard and Arturo Sanchez{-}Azofeifa and Russell Greiner and Dominica Harrison and Sen Jia}, title = {Identification of spectral features in the longwave infrared {(LWIR)} spectra of leaves for the discrimination of tropical dry forest tree species}, journal = {Int. J. Appl. Earth Obs. Geoinformation}, volume = {97}, pages = {102286}, year = {2021}, url = {https://doi.org/10.1016/j.jag.2020.102286}, doi = {10.1016/J.JAG.2020.102286}, timestamp = {Thu, 11 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aeog/LongRSGHJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cbm/SoltanpourGBB21, author = {Mohsen Soltanpour and Russ Greiner and Pierre Boulanger and Brian Buck}, title = {Improvement of automatic ischemic stroke lesion segmentation in {CT} perfusion maps using a learned deep neural network}, journal = {Comput. Biol. Medicine}, volume = {137}, pages = {104849}, year = {2021}, url = {https://doi.org/10.1016/j.compbiomed.2021.104849}, doi = {10.1016/J.COMPBIOMED.2021.104849}, timestamp = {Wed, 03 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cbm/SoltanpourGBB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fcomp/ShahSTQSG21, author = {Zehra Shah and Jeffrey Sawalha and Mashrura Tasnim and Shiang Qi and Eleni Stroulia and Russell Greiner}, title = {Learning Language and Acoustic Models for Identifying Alzheimer's Dementia From Speech}, journal = {Frontiers Comput. Sci.}, volume = {3}, pages = {624659}, year = {2021}, url = {https://doi.org/10.3389/fcomp.2021.624659}, doi = {10.3389/FCOMP.2021.624659}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fcomp/ShahSTQSG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/hij/BorleRG21, author = {Neil C. Borle and Edmond A. Ryan and Russell Greiner}, title = {The challenge of predicting blood glucose concentration changes in patients with type {I} diabetes}, journal = {Health Informatics J.}, volume = {27}, number = {1}, pages = {146045822097758}, year = {2021}, url = {https://doi.org/10.1177/1460458220977584}, doi = {10.1177/1460458220977584}, timestamp = {Sun, 16 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/hij/BorleRG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/TianCGLGW21, author = {Siyang Tian and Xuan Cao and Russell Greiner and Carin Li and Anchi Guo and David S. Wishart}, title = {CyProduct: {A} Software Tool for Accurately Predicting the Byproducts of Human Cytochrome {P450} Metabolism}, journal = {J. Chem. Inf. Model.}, volume = {61}, number = {6}, pages = {3128--3140}, year = {2021}, url = {https://doi.org/10.1021/acs.jcim.1c00144}, doi = {10.1021/ACS.JCIM.1C00144}, timestamp = {Thu, 16 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcisd/TianCGLGW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/SkinniderWPGFDW21, author = {Michael A. Skinnider and Fei Wang and Daniel Pasin and Russell Greiner and Leonard J. Foster and Petur W. Dalsgaard and David S. Wishart}, title = {A deep generative model enables automated structure elucidation of novel psychoactive substances}, journal = {Nat. Mach. Intell.}, volume = {3}, number = {11}, pages = {973--984}, year = {2021}, url = {https://doi.org/10.1038/s42256-021-00407-x}, doi = {10.1038/S42256-021-00407-X}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/natmi/SkinniderWPGFDW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/VegaGZQHKJG21, author = {Roberto Vega and Pouneh Gorji and Zichen Zhang and Xuebin Qin and Abhilash Rakkunedeth Hareendranathan and Jeevesh Kapur and Jacob L. Jaremko and Russell Greiner}, editor = {Arindam Banerjee and Kenji Fukumizu}, title = {Sample efficient learning of image-based diagnostic classifiers via probabilistic labels}, booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, {AISTATS} 2021, April 13-15, 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {130}, pages = {739--747}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v130/vega21a.html}, timestamp = {Mon, 16 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aistats/VegaGZQHKJG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spaca/GreinerKGS21, author = {Russell Greiner and Neeraj Kumar and Thomas Alexander Gerds and Mihaela van der Schaar}, editor = {Russell Greiner and Neeraj Kumar and Thomas Alexander Gerds and Mihaela van der Schaar}, title = {Preface: {AAAI} Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021}, booktitle = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms, Challenges and Applications, {SPACA} 2021, Stanford University, Palo Alto, CA, USA, March 22-24, 2021}, series = {Proceedings of Machine Learning Research}, volume = {146}, pages = {1--2}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v146/greiner21a.html}, timestamp = {Tue, 20 Aug 2024 07:54:44 +0200}, biburl = {https://dblp.org/rec/conf/spaca/GreinerKGS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spaca/KalmadySEFHSGK21, author = {Sunil Vasu Kalmady and Weijie Sun and Justin A. Ezekowitz and Nowell Fine and Jonathan Howlett and Anamaria Savu and Russ Greiner and Padma Kaul}, editor = {Russell Greiner and Neeraj Kumar and Thomas Alexander Gerds and Mihaela van der Schaar}, title = {Improving the Calibration of Long Term Predictions of Heart Failure Rehospitalizations using Medical Concept Embedding}, booktitle = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms, Challenges and Applications, {SPACA} 2021, Stanford University, Palo Alto, CA, USA, March 22-24, 2021}, series = {Proceedings of Machine Learning Research}, volume = {146}, pages = {70--82}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v146/kalmady21a.html}, timestamp = {Mon, 12 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/spaca/KalmadySEFHSGK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spaca/KuanG21, author = {Li{-}Hao Kuan and Russell Greiner}, editor = {Russell Greiner and Neeraj Kumar and Thomas Alexander Gerds and Mihaela van der Schaar}, title = {Finding Relevant Features for Different Times in Survival Prediction by Discrete Hazard Bayesian Network}, booktitle = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms, Challenges and Applications, {SPACA} 2021, Stanford University, Palo Alto, CA, USA, March 22-24, 2021}, series = {Proceedings of Machine Learning Research}, volume = {146}, pages = {240--251}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v146/kuan21a.html}, timestamp = {Fri, 15 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spaca/KuanG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/spaca/2021, editor = {Russell Greiner and Neeraj Kumar and Thomas Alexander Gerds and Mihaela van der Schaar}, title = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms, Challenges and Applications, {SPACA} 2021, Stanford University, Palo Alto, CA, USA, March 22-24, 2021}, series = {Proceedings of Machine Learning Research}, volume = {146}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v146/}, timestamp = {Tue, 20 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spaca/2021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-06164, author = {Roberto Vega and Pouneh Gorji and Zichen Zhang and Xuebin Qin and Abhilash Rakkunedeth Hareendranathan and Jeevesh Kapur and Jacob L. Jaremko and Russell Greiner}, title = {Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels}, journal = {CoRR}, volume = {abs/2102.06164}, year = {2021}, url = {https://arxiv.org/abs/2102.06164}, eprinttype = {arXiv}, eprint = {2102.06164}, timestamp = {Mon, 16 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-06164.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-01590, author = {Roberto Vega and Leonardo Flores and Russell Greiner}, title = {{SIMLR:} Machine Learning inside the {SIR} model for {COVID-19} Forecasting}, journal = {CoRR}, volume = {abs/2106.01590}, year = {2021}, url = {https://arxiv.org/abs/2106.01590}, eprinttype = {arXiv}, eprint = {2106.01590}, timestamp = {Thu, 10 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-01590.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-06486, author = {Negar Hassanpour and Russell Greiner}, title = {Variational Auto-Encoder Architectures that Excel at Causal Inference}, journal = {CoRR}, volume = {abs/2111.06486}, year = {2021}, url = {https://arxiv.org/abs/2111.06486}, eprinttype = {arXiv}, eprint = {2111.06486}, timestamp = {Tue, 16 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-06486.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/HaiderHDG20, author = {Humza Haider and Bret Hoehn and Sarah Davis and Russell Greiner}, title = {Effective Ways to Build and Evaluate Individual Survival Distributions}, journal = {J. Mach. Learn. Res.}, volume = {21}, pages = {85:1--85:63}, year = {2020}, url = {https://jmlr.org/papers/v21/18-772.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/HaiderHDG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HassanpourG20, author = {Negar Hassanpour and Russell Greiner}, title = {Learning Disentangled Representations for CounterFactual Regression}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=HkxBJT4YvB}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HassanpourG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WenGS20, author = {Junfeng Wen and Russell Greiner and Dale Schuurmans}, title = {Domain Aggregation Networks for Multi-Source Domain Adaptation}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {10214--10224}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/wen20b.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/WenGS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YousefnezhadSZG20, author = {Muhammad Yousefnezhad and Alessandro Selvitella and Daoqiang Zhang and Andrew J. Greenshaw and Russell Greiner}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Shared Space Transfer Learning for analyzing multi-site fMRI data}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/b837305e43f7e535a1506fc263eee3ed-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YousefnezhadSZG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-15594, author = {Muhammad Yousefnezhad and Alessandro Selvitella and Daoqiang Zhang and Andrew J. Greenshaw and Russell Greiner}, title = {Shared Space Transfer Learning for analyzing multi-site fMRI data}, journal = {CoRR}, volume = {abs/2010.15594}, year = {2020}, url = {https://arxiv.org/abs/2010.15594}, eprinttype = {arXiv}, eprint = {2010.15594}, timestamp = {Tue, 03 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-15594.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aires/GhoreishiamiriL19, author = {Reyhaneh Ghoreishiamiri and Graham Little and Matthew R. G. Brown and Russell Greiner}, title = {A simple classification framework for predicting Alzheimer's disease from region-based grey matter volume and {APOE} genotype status}, journal = {Artif. Intell. Res.}, volume = {8}, number = {2}, pages = {15}, year = {2019}, url = {https://doi.org/10.5430/air.v8n2p15}, doi = {10.5430/AIR.V8N2P15}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aires/GhoreishiamiriL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcheminf/FeunangFGGMW19, author = {Yannick Djoumbou Feunang and Jarlei Fiamoncini and Alberto Gil{-}de{-}la{-}Fuente and Russell Greiner and Claudine Manach and David S. Wishart}, title = {BioTransformer: a comprehensive computational tool for small molecule metabolism prediction and metabolite identification}, journal = {J. Cheminformatics}, volume = {11}, number = {1}, pages = {2:1--2:25}, year = {2019}, url = {https://doi.org/10.1186/s13321-018-0324-5}, doi = {10.1186/S13321-018-0324-5}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcheminf/FeunangFGGMW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/npl/TomczakZRG19, author = {Jakub M. Tomczak and Szymon Zareba and Siamak Ravanbakhsh and Russell Greiner}, title = {Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann Machines}, journal = {Neural Process. Lett.}, volume = {50}, number = {2}, pages = {1401--1419}, year = {2019}, url = {https://doi.org/10.1007/s11063-018-9923-4}, doi = {10.1007/S11063-018-9923-4}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/npl/TomczakZRG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibe/SoltanpourGBB19, author = {Mohsen Soltanpour and Russell Greiner and Pierre Boulanger and Brian Buck}, title = {Ischemic Stroke Lesion Prediction in {CT} Perfusion Scans Using Multiple Parallel U-Nets Following by a Pixel-Level Classifier}, booktitle = {19th {IEEE} International Conference on Bioinformatics and Bioengineering, {BIBE} 2019, Athens, Greece, October 28-30, 2019}, pages = {957--963}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BIBE.2019.00179}, doi = {10.1109/BIBE.2019.00179}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bibe/SoltanpourGBB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HassanpourG19, author = {Negar Hassanpour and Russell Greiner}, editor = {Sarit Kraus}, title = {CounterFactual Regression with Importance Sampling Weights}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {5880--5887}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/815}, doi = {10.24963/IJCAI.2019/815}, timestamp = {Tue, 20 Aug 2019 16:18:18 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/HassanpourG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/SokotaDJHG19, author = {Samuel Sokota and Ryan D'Orazio and Khurram Javed and Humza Haider and Russell Greiner}, editor = {Sarit Kraus}, title = {Simultaneous Prediction Intervals for Patient-Specific Survival Curves}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {5975--5981}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/828}, doi = {10.24963/IJCAI.2019/828}, timestamp = {Tue, 20 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/SokotaDJHG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AminmansourPLPM19, author = {Farzane Aminmansour and Andrew Patterson and Lei Le and Yisu Peng and Daniel Mitchell and Franco Pestilli and Cesar F. Caiafa and Russell Greiner and Martha White}, 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 Macroscopic Brain Connectomes via Group-Sparse Factorization}, 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 = {8847--8857}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/0bfce127947574733b19da0f30739fcd-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/AminmansourPLPM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-10536, author = {Luke N. Kumar and Russell Greiner}, title = {Gene Expression based Survival Prediction for Cancer Patients: {A} Topic Modeling Approach}, journal = {CoRR}, volume = {abs/1903.10536}, year = {2019}, url = {http://arxiv.org/abs/1903.10536}, eprinttype = {arXiv}, eprint = {1903.10536}, timestamp = {Mon, 01 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-10536.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-12347, author = {Neil C. Borle and Edmond A. Ryan and Russell Greiner}, title = {The Challenge of Predicting Meal-to-meal Blood Glucose Concentrations for Patients with Type {I} Diabetes}, journal = {CoRR}, volume = {abs/1903.12347}, year = {2019}, url = {http://arxiv.org/abs/1903.12347}, eprinttype = {arXiv}, eprint = {1903.12347}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-12347.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-10780, author = {Samuel Sokota and Ryan D'Orazio and Khurram Javed and Humza Haider and Russell Greiner}, title = {Simultaneous Prediction Intervals for Patient-Specific Survival Curves}, journal = {CoRR}, volume = {abs/1906.10780}, year = {2019}, url = {http://arxiv.org/abs/1906.10780}, eprinttype = {arXiv}, eprint = {1906.10780}, timestamp = {Thu, 27 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-10780.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-09251, author = {Seyedeh Sepideh Emam and Amy X. Du and Philip Surmanowicz and Simon F. Thomsen and Russ Greiner and Robert Gniadecki}, title = {Predicting the Long-Term Outcomes of Biologics in Psoriasis Patients Using Machine Learning}, journal = {CoRR}, volume = {abs/1908.09251}, year = {2019}, url = {http://arxiv.org/abs/1908.09251}, eprinttype = {arXiv}, eprint = {1908.09251}, timestamp = {Thu, 11 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-09251.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-05352, author = {Junfeng Wen and Russell Greiner and Dale Schuurmans}, title = {Domain Aggregation Networks for Multi-Source Domain Adaptation}, journal = {CoRR}, volume = {abs/1909.05352}, year = {2019}, url = {http://arxiv.org/abs/1909.05352}, eprinttype = {arXiv}, eprint = {1909.05352}, timestamp = {Tue, 17 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-05352.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-09040, author = {Zichen Zhang and Qingfeng Lan and Lei Ding and Yue Wang and Negar Hassanpour and Russell Greiner}, title = {Reducing Selection Bias in Counterfactual Reasoning for Individual Treatment Effects Estimation}, journal = {CoRR}, volume = {abs/1912.09040}, year = {2019}, url = {http://arxiv.org/abs/1912.09040}, eprinttype = {arXiv}, eprint = {1912.09040}, timestamp = {Mon, 16 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-09040.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ese/BorleFSGH18, author = {Neil C. Borle and Meysam Feghhi and Eleni Stroulia and Russell Greiner and Abram Hindle}, title = {Analyzing the effects of test driven development in GitHub}, journal = {Empir. Softw. Eng.}, volume = {23}, number = {4}, pages = {1931--1958}, year = {2018}, url = {https://doi.org/10.1007/s10664-017-9576-3}, doi = {10.1007/S10664-017-9576-3}, timestamp = {Tue, 25 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ese/BorleFSGH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/TianFGW18, author = {Siyang Tian and Yannick Djoumbou Feunang and Russell Greiner and David S. Wishart}, title = {CypReact: {A} Software Tool for in Silico Reactant Prediction for Human Cytochrome {P450} Enzymes}, journal = {J. Chem. Inf. Model.}, volume = {58}, number = {6}, pages = {1282--1291}, year = {2018}, url = {https://doi.org/10.1021/acs.jcim.8b00035}, doi = {10.1021/ACS.JCIM.8B00035}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcisd/TianFGW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ai/HassanpourG18, author = {Negar Hassanpour and Russell Greiner}, editor = {Ebrahim Bagheri and Jackie Chi Kit Cheung}, title = {A Novel Evaluation Methodology for Assessing Off-Policy Learning Methods in Contextual Bandits}, booktitle = {Advances in Artificial Intelligence - 31st Canadian Conference on Artificial Intelligence, Canadian {AI} 2018, Toronto, ON, Canada, May 8-11, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10832}, pages = {31--44}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-89656-4\_3}, doi = {10.1007/978-3-319-89656-4\_3}, timestamp = {Thu, 28 Sep 2023 12:27:18 +0200}, biburl = {https://dblp.org/rec/conf/ai/HassanpourG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/BorleFSGH18, author = {Neil C. Borle and Meysam Feghhi and Eleni Stroulia and Russell Greiner and Abram Hindle}, editor = {Michel Chaudron and Ivica Crnkovic and Marsha Chechik and Mark Harman}, title = {Analyzing the effects of test driven development in GitHub}, booktitle = {Proceedings of the 40th International Conference on Software Engineering, {ICSE} 2018, Gothenburg, Sweden, May 27 - June 03, 2018}, pages = {1062}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3180155.3182535}, doi = {10.1145/3180155.3182535}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icse/BorleFSGH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/VegaG18, author = {Roberto Vega and Russell Greiner}, editor = {Danail Stoyanov and Zeike Taylor and Seyed Mostafa Kia and Ipek Oguz and Mauricio Reyes and Anne L. Martel and Lena Maier{-}Hein and Andre F. Marquand and Edouard Duchesnay and Tommy L{\"{o}}fstedt and Bennett A. Landman and M. Jorge Cardoso and Carlos A. Silva and S{\'{e}}rgio Pereira and Raphael Meier}, title = {Finding Effective Ways to (Machine) Learn fMRI-Based Classifiers from Multi-site Data}, booktitle = {Understanding and Interpreting Machine Learning in Medical Image Computing Applications - First International Workshops {MLCN} 2018, {DLF} 2018, and iMIMIC 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain, September 16-20, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11038}, pages = {32--39}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-02628-8\_4}, doi = {10.1007/978-3-030-02628-8\_4}, timestamp = {Fri, 19 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/VegaG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-11347, author = {Humza Haider and Bret Hoehn and Sarah Davis and Russell Greiner}, title = {Effective Ways to Build and Evaluate Individual Survival Distributions}, journal = {CoRR}, volume = {abs/1811.11347}, year = {2018}, url = {http://arxiv.org/abs/1811.11347}, eprinttype = {arXiv}, eprint = {1811.11347}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-11347.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aires/VegaSMKPGSA17, author = {Roberto Vega and Touqir Sajed and Kory Wallace Mathewson and Kriti Khare and Patrick M. Pilarski and Russell Greiner and Gildardo S{\'{a}}nchez{-}Ante and Javier Mauricio Antelis}, title = {Assessment of feature selection and classification methods for recognizing motor imagery tasks from electroencephalographic signals}, journal = {Artif. Intell. Res.}, volume = {6}, number = {1}, pages = {37--51}, year = {2017}, url = {https://doi.org/10.5430/air.v6n1p37}, doi = {10.5430/AIR.V6N1P37}, timestamp = {Fri, 19 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aires/VegaSMKPGSA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/smr/AggarwalTRHSG17, author = {Karan Aggarwal and Finbarr Timbers and Tanner Rutgers and Abram Hindle and Eleni Stroulia and Russell Greiner}, title = {Detecting duplicate bug reports with software engineering domain knowledge}, journal = {J. Softw. Evol. Process.}, volume = {29}, number = {3}, year = {2017}, url = {https://doi.org/10.1002/smr.1821}, doi = {10.1002/SMR.1821}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/smr/AggarwalTRHSG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icsm/RomanskyBCHG17, author = {Stephen Romansky and Neil C. Borle and Shaiful Alam Chowdhury and Abram Hindle and Russell Greiner}, title = {Deep Green: Modelling Time-Series of Software Energy Consumption}, booktitle = {2017 {IEEE} International Conference on Software Maintenance and Evolution, {ICSME} 2017, Shanghai, China, September 17-22, 2017}, pages = {273--283}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICSME.2017.79}, doi = {10.1109/ICSME.2017.79}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icsm/RomanskyBCHG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mibam/GheiratmandRCBG17, author = {Mina Gheiratmand and Irina Rish and Guillermo A. Cecchi and Matthew R. G. Brown and Russell Greiner and Pouya Bashivan and Pablo Polosecki and Serdar M. Dursun}, editor = {Andrzej Kr{\'{o}}l and Barjor Gimi}, title = {Learning discriminative functional network features of schizophrenia}, booktitle = {Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging, Orlando, Florida, United States, 11-16 February 2017}, series = {{SPIE} Proceedings}, volume = {10137}, pages = {101371A}, publisher = {{SPIE}}, year = {2017}, url = {https://doi.org/10.1117/12.2264102}, doi = {10.1117/12.2264102}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mibam/GheiratmandRCBG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-00512, author = {Jumana Dakka and Pouya Bashivan and Mina Gheiratmand and Irina Rish and Shantenu Jha and Russell Greiner}, title = {Learning Neural Markers of Schizophrenia Disorder Using Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1712.00512}, year = {2017}, url = {http://arxiv.org/abs/1712.00512}, eprinttype = {arXiv}, eprint = {1712.00512}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-00512.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcheminf/DjoumbouEKCHOFS16, author = {Yannick Djoumbou and Roman Eisner and Craig Knox and Leonid L. Chepelev and Janna Hastings and Gareth I. Owen and Eoin Fahy and Christoph Steinbeck and Shankar Subramanian and Evan Bolton and Russell Greiner and David S. Wishart}, title = {ClassyFire: automated chemical classification with a comprehensive, computable taxonomy}, journal = {J. Cheminformatics}, volume = {8}, number = {1}, pages = {61:1--61:20}, year = {2016}, url = {https://doi.org/10.1186/s13321-016-0174-y}, doi = {10.1186/S13321-016-0174-Y}, timestamp = {Fri, 24 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcheminf/DjoumbouEKCHOFS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/RavanbakhshPSSG16, author = {Siamak Ravanbakhsh and Barnab{\'{a}}s P{\'{o}}czos and Jeff G. Schneider and Dale Schuurmans and Russell Greiner}, editor = {Arthur Gretton and Christian C. Robert}, title = {Stochastic Neural Networks with Monotonic Activation Functions}, booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {51}, pages = {809--818}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v51/ravanbakhsh16.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/RavanbakhshPSSG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RavanbakhshPG16, author = {Siamak Ravanbakhsh and Barnab{\'{a}}s P{\'{o}}czos and Russell Greiner}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Boolean Matrix Factorization and Noisy Completion via Message Passing}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {945--954}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/ravanbakhsha16.html}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/conf/icml/RavanbakhshPG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RavanbakhshPSSG16, author = {Siamak Ravanbakhsh and Barnab{\'{a}}s P{\'{o}}czos and Jeff G. Schneider and Dale Schuurmans and Russell Greiner}, title = {Stochastic Neural Networks with Monotonic Activation Functions}, journal = {CoRR}, volume = {abs/1601.00034}, year = {2016}, url = {http://arxiv.org/abs/1601.00034}, eprinttype = {arXiv}, eprint = {1601.00034}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RavanbakhshPSSG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/RavanbakhshG15, author = {Siamak Ravanbakhsh and Russell Greiner}, title = {Perturbed message passing for constraint satisfaction problems}, journal = {J. Mach. Learn. Res.}, volume = {16}, pages = {1249--1274}, year = {2015}, url = {https://dl.acm.org/doi/10.5555/2789272.2886790}, doi = {10.5555/2789272.2886790}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/RavanbakhshG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/green/ChowdhuryKIJSAH15, author = {Shaiful Alam Chowdhury and Luke N. Kumar and Md. Toukir Imam and Mohomed Shazan Mohomed Jabbar and Varun Sapra and Karan Aggarwal and Abram Hindle and Russell Greiner}, title = {A system-call based model of software energy consumption without hardware instrumentation}, booktitle = {Sixth International Green and Sustainable Computing Conference, {IGSC} 2015, Las Vegas, NV, USA, December 14-16, 2015}, pages = {1--6}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/IGCC.2015.7393719}, doi = {10.1109/IGCC.2015.7393719}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/green/ChowdhuryKIJSAH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/WenGS15, author = {Junfeng Wen and Russell Greiner and Dale Schuurmans}, editor = {Qiang Yang and Michael J. Wooldridge}, title = {Correcting Covariate Shift with the Frank-Wolfe Algorithm}, booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July 25-31, 2015}, pages = {1010--1016}, publisher = {{AAAI} Press}, year = {2015}, url = {http://ijcai.org/Abstract/15/147}, timestamp = {Tue, 20 Aug 2019 16:16:43 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/WenGS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wcre/AggarwalRTHGS15, author = {Karan Aggarwal and Tanner Rutgers and Finbarr Timbers and Abram Hindle and Russell Greiner and Eleni Stroulia}, editor = {Yann{-}Ga{\"{e}}l Gu{\'{e}}h{\'{e}}neuc and Bram Adams and Alexander Serebrenik}, title = {Detecting duplicate bug reports with software engineering domain knowledge}, booktitle = {22nd {IEEE} International Conference on Software Analysis, Evolution, and Reengineering, {SANER} 2015, Montreal, QC, Canada, March 2-6, 2015}, pages = {211--220}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/SANER.2015.7081831}, doi = {10.1109/SANER.2015.7081831}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wcre/AggarwalRTHGS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RavanbakhshG15, author = {Siamak Ravanbakhsh and Russell Greiner}, title = {Boolean Matrix Factorization and Completion via Message Passing}, journal = {CoRR}, volume = {abs/1509.08535}, year = {2015}, url = {http://arxiv.org/abs/1509.08535}, eprinttype = {arXiv}, eprint = {1509.08535}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RavanbakhshG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/AllenPWGW14, author = {Felicity Allen and Allison Pon and Michael Wilson and Russell Greiner and David S. Wishart}, title = {{CFM-ID:} a web server for annotation, spectrum prediction and metabolite identification from tandem mass spectra}, journal = {Nucleic Acids Res.}, volume = {42}, number = {Webserver-Issue}, pages = {94--99}, year = {2014}, url = {https://doi.org/10.1093/nar/gku436}, doi = {10.1093/NAR/GKU436}, timestamp = {Sun, 17 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/AllenPWGW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KhanG14, author = {Sheehan Khan and Russell Greiner}, editor = {Finale Doshi{-}Velez and David C. Kale and Byron C. Wallace and Jenna Wiens}, title = {The Budgeted Biomarker Discovery Problem: {A} Variant of Association Studies}, booktitle = {Modern Artificial Intelligence for Health Analytics, Papers from the 2014 {AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, July 27, 2014}, series = {{AAAI} Technical Report}, volume = {{WS-14-08}}, publisher = {{AAAI}}, year = {2014}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8730}, timestamp = {Tue, 05 Sep 2023 08:59:27 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KhanG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/KhanG14, author = {Sheehan Khan and Russell Greiner}, editor = {Huiru Jane Zheng and Werner Dubitzky and Xiaohua Hu and Jin{-}Kao Hao and Daniel P. Berrar and Kwang{-}Hyun Cho and Yadong Wang and David R. Gilbert}, title = {Budgeted transcript discovery: {A} framework for joint exploration and validation studies}, booktitle = {2014 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2014, Belfast, United Kingdom, November 2-5, 2014}, pages = {188--191}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/BIBM.2014.6999150}, doi = {10.1109/BIBM.2014.6999150}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/KhanG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/SahaSRGHT14, author = {Baidya Nath Saha and Amritpal Saini and Nilanjan Ray and Russell Greiner and Judith Hugh and Mauro Tambasco}, title = {A robust convergence index filter for breast cancer cell segmentation}, booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014, Paris, France, October 27-30, 2014}, pages = {922--926}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICIP.2014.7025185}, doi = {10.1109/ICIP.2014.7025185}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icip/SahaSRGHT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WenYG14, author = {Junfeng Wen and Chun{-}Nam Yu and Russell Greiner}, title = {Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {631--639}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/wen14.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/WenYG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RavanbakhshSFG14, author = {Siamak Ravanbakhsh and Christopher Srinivasa and Brendan J. Frey and Russell Greiner}, title = {Min-Max Problems on Factor Graphs}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {1035--1043}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/ravanbakhsh14.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/RavanbakhshSFG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/DengGM14, author = {Kun Deng and Russ Greiner and Susan A. Murphy}, title = {Budgeted Learning for Developing Personalized Treatment}, booktitle = {13th International Conference on Machine Learning and Applications, {ICMLA} 2014, Detroit, MI, USA, December 3-6, 2014}, pages = {7--14}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICMLA.2014.8}, doi = {10.1109/ICMLA.2014.8}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/icmla/DengGM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RavanbakhshRG14, author = {Siamak Ravanbakhsh and Reihaneh Rabbany and Russell Greiner}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {289--297}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/d1c38a09acc34845c6be3a127a5aacaf-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/RavanbakhshRG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RavanbakhshG14, author = {Siamak Ravanbakhsh and Russell Greiner}, title = {Perturbed Message Passing for Constraint Satisfaction Problems}, journal = {CoRR}, volume = {abs/1401.6686}, year = {2014}, url = {http://arxiv.org/abs/1401.6686}, eprinttype = {arXiv}, eprint = {1401.6686}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RavanbakhshG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RavanbakhshGF14, author = {Siamak Ravanbakhsh and Russell Greiner and Brendan J. Frey}, title = {Training Restricted Boltzmann Machine by Perturbation}, journal = {CoRR}, volume = {abs/1405.1436}, year = {2014}, url = {http://arxiv.org/abs/1405.1436}, eprinttype = {arXiv}, eprint = {1405.1436}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RavanbakhshGF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RavanbakhshRG14, author = {Siamak Ravanbakhsh and Reihaneh Rabbany and Russell Greiner}, title = {Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning}, journal = {CoRR}, volume = {abs/1406.0941}, year = {2014}, url = {http://arxiv.org/abs/1406.0941}, eprinttype = {arXiv}, eprint = {1406.0941}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RavanbakhshRG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RavanbakhshLBMGWESHLGW14, author = {Siamak Ravanbakhsh and Philip Liu and Trent C. Bjorndahl and Rupasri Mandal and Jason R. Grant and Michael Wilson and Roman Eisner and Igor Sinelnikov and Xiaoyu Hu and Claudio Luchinat and Russell Greiner and David S. Wishart}, title = {Accurate, fully-automated {NMR} spectral profiling for metabolomics}, journal = {CoRR}, volume = {abs/1409.1456}, year = {2014}, url = {http://arxiv.org/abs/1409.1456}, eprinttype = {arXiv}, eprint = {1409.1456}, timestamp = {Fri, 24 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RavanbakhshLBMGWESHLGW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RavanbakhshG14a, author = {Siamak Ravanbakhsh and Russell Greiner}, title = {Algebra of inference in graphical models revisited}, journal = {CoRR}, volume = {abs/1409.7410}, year = {2014}, url = {http://arxiv.org/abs/1409.7410}, eprinttype = {arXiv}, eprint = {1409.7410}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RavanbakhshG14a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/HajilooSMRGD13, author = {Mohsen Hajiloo and Yadav Sapkota and John R. Mackey and Paula Robson and Russell Greiner and Sambasivarao Damaraju}, title = {{ETHNOPRED:} a novel machine learning method for accurate continental and sub-continental ancestry identification and population stratification correction}, journal = {{BMC} Bioinform.}, volume = {14}, pages = {61}, year = {2013}, url = {https://doi.org/10.1186/1471-2105-14-61}, doi = {10.1186/1471-2105-14-61}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/HajilooSMRGD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/HajilooDHSMCGD13, author = {Mohsen Hajiloo and Babak Damavandi and Metanat HooshSadat and Farzad Sangi and John R. Mackey and Carol E. Cass and Russell Greiner and Sambasivarao Damaraju}, title = {Breast cancer prediction using genome wide single nucleotide polymorphism data}, journal = {{BMC} Bioinform.}, volume = {14}, number = {{S-13}}, pages = {S3}, year = {2013}, url = {https://doi.org/10.1186/1471-2105-14-S13-S3}, doi = {10.1186/1471-2105-14-S13-S3}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/HajilooDHSMCGD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ci/WangWCGS13, author = {Shaojun Wang and Shaomin Wang and Li Cheng and Russell Greiner and Dale Schuurmans}, title = {Exploiting Syntactic, Semantic, and Lexical Regularities in Language Modeling via Directed Markov Random Fields}, journal = {Comput. Intell.}, volume = {29}, number = {4}, pages = {649--679}, year = {2013}, url = {https://doi.org/10.1111/j.1467-8640.2012.00436.x}, doi = {10.1111/J.1467-8640.2012.00436.X}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ci/WangWCGS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/WangGW13, author = {Shaojun Wang and Russell Greiner and Shaomin Wang}, title = {Consistency and Generalization Bounds for Maximum Entropy Density Estimation}, journal = {Entropy}, volume = {15}, number = {12}, pages = {5439--5463}, year = {2013}, url = {https://doi.org/10.3390/e15125439}, doi = {10.3390/E15125439}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/entropy/WangGW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/WishartJGWKLDMADBSAXLYBPEANGS13, author = {David S. Wishart and Timothy Jewison and Anchi Guo and Michael Wilson and Craig Knox and Yifeng Liu and Yannick Djoumbou and Rupasri Mandal and Farid Aziat and Edison Dong and Souhaila Bouatra and Igor Sinelnikov and David Arndt and Jianguo Xia and Philip Liu and Faizath Yallou and Trent C. Bjorndahl and Rolando Perez{-}Pineiro and Roman Eisner and Felicity Allen and Vanessa Neveu and Russell Greiner and Augustin Scalbert}, title = {{HMDB} 3.0 - The Human Metabolome Database in 2013}, journal = {Nucleic Acids Res.}, volume = {41}, number = {Database-Issue}, pages = {801--807}, year = {2013}, url = {https://doi.org/10.1093/nar/gks1065}, doi = {10.1093/NAR/GKS1065}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nar/WishartJGWKLDMADBSAXLYBPEANGS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aiide/StanescuHEGB13, author = {Marius Stanescu and Sergio Poo Hernandez and Graham Erickson and Russell Greiner and Michael Buro}, editor = {Gita Sukthankar and Ian Horswill}, title = {Predicting Army Combat Outcomes in StarCraft}, booktitle = {Proceedings of the Ninth {AAAI} Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE-13, Boston, Massachusetts, USA, October 14-18, 2013}, publisher = {{AAAI}}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/AIIDE/AIIDE13/paper/view/7381}, timestamp = {Mon, 10 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aiide/StanescuHEGB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/DiazBGHRM13, author = {Idanis Diaz and Pierre Boulanger and Russell Greiner and Bret Hoehn and Lindsay Rowe and Albert Murtha}, title = {An automatic brain tumor segmentation tool}, booktitle = {35th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7, 2013}, pages = {3339--3342}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/EMBC.2013.6610256}, doi = {10.1109/EMBC.2013.6610256}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/embc/DiazBGHRM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/KhanG13, author = {Sheehan Khan and Russell Greiner}, editor = {Wei Ding and Takashi Washio and Hui Xiong and George Karypis and Bhavani Thuraisingham and Diane J. Cook and Xindong Wu}, title = {Finding Discriminatory Genes: {A} Methodology for Validating Microarray Studies}, booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, TX, USA, December 7-10, 2013}, pages = {64--71}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICDMW.2013.122}, doi = {10.1109/ICDMW.2013.122}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/KhanG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isvc/SalahDGBHM13, author = {Mohamed Ben Salah and Idanis Diaz and Russell Greiner and Pierre Boulanger and Bret Hoehn and Albert Murtha}, editor = {George Bebis and Richard Boyle and Bahram Parvin and Darko Koracin and Baoxin Li and Fatih Porikli and Victor B. Zordan and James T. Klosowski and Sabine Coquillart and Xun Luo and Min Chen and David Gotz}, title = {Fully Automated Brain Tumor Segmentation Using Two {MRI} Modalities}, booktitle = {Advances in Visual Computing - 9th International Symposium, {ISVC} 2013, Rethymnon, Crete, Greece, July 29-31, 2013. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {8033}, pages = {30--39}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-41914-0\_4}, doi = {10.1007/978-3-642-41914-0\_4}, timestamp = {Tue, 14 May 2019 10:00:44 +0200}, biburl = {https://dblp.org/rec/conf/isvc/SalahDGBHM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZolghadrBGGS13, author = {Navid Zolghadr and G{\'{a}}bor Bart{\'{o}}k and Russell Greiner and Andr{\'{a}}s Gy{\"{o}}rgy and Csaba Szepesv{\'{a}}ri}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Online Learning with Costly Features and Labels}, 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 = {1241--1249}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/291597a100aadd814d197af4f4bab3a7-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZolghadrBGGS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-2313, author = {Tim Van Allen and Russell Greiner and Peter Hooper}, title = {Bayesian Error-Bars for Belief Net Inference}, journal = {CoRR}, volume = {abs/1301.2313}, year = {2013}, url = {http://arxiv.org/abs/1301.2313}, eprinttype = {arXiv}, eprint = {1301.2313}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-2313.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-6684, author = {Jie Cheng and Russell Greiner}, title = {Comparing Bayesian Network Classifiers}, journal = {CoRR}, volume = {abs/1301.6684}, year = {2013}, url = {http://arxiv.org/abs/1301.6684}, eprinttype = {arXiv}, eprint = {1301.6684}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-6684.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-1542, author = {Russell Greiner and Adam J. Grove and Dale Schuurmans}, title = {Learning Bayesian Nets that Perform Well}, journal = {CoRR}, volume = {abs/1302.1542}, year = {2013}, url = {http://arxiv.org/abs/1302.1542}, eprinttype = {arXiv}, eprint = {1302.1542}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-1542.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AllenGW13, author = {Felicity Allen and Russell Greiner and David S. Wishart}, title = {Competitive Fragmentation Modeling of {ESI-MS/MS} spectra for metabolite identification}, journal = {CoRR}, volume = {abs/1312.0264}, year = {2013}, url = {http://arxiv.org/abs/1312.0264}, eprinttype = {arXiv}, eprint = {1312.0264}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AllenGW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cmig/SahaRGMZ12, author = {Baidya Nath Saha and Nilanjan Ray and Russell Greiner and Albert Murtha and Hong Zhang}, title = {Quick detection of brain tumors and edemas: {A} bounding box method using symmetry}, journal = {Comput. Medical Imaging Graph.}, volume = {36}, number = {2}, pages = {95--107}, year = {2012}, url = {https://doi.org/10.1016/j.compmedimag.2011.06.001}, doi = {10.1016/J.COMPMEDIMAG.2011.06.001}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cmig/SahaRGMZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eaai/ZarnaniMSKHG12, author = {Ashkan Zarnani and Petr Mus{\'{\i}}lek and Xiaoyu Shi and Xiaodi Ke and Hua He and Russell Greiner}, title = {Learning to predict ice accretion on electric power lines}, journal = {Eng. Appl. Artif. Intell.}, volume = {25}, number = {3}, pages = {609--617}, year = {2012}, url = {https://doi.org/10.1016/j.engappai.2011.11.004}, doi = {10.1016/J.ENGAPPAI.2011.11.004}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eaai/ZarnaniMSKHG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijbra/MoulaviHSHG12, author = {Davoud Moulavi and Mohsen Hajiloo and J{\"{o}}rg Sander and Philip F. Halloran and Russell Greiner}, title = {Combining gene expression and interaction network data to improve kidney lesion score prediction}, journal = {Int. J. Bioinform. Res. Appl.}, volume = {8}, number = {1/2}, pages = {54--66}, year = {2012}, url = {https://doi.org/10.1504/IJBRA.2012.045976}, doi = {10.1504/IJBRA.2012.045976}, timestamp = {Fri, 11 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijbra/MoulaviHSHG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jgo/LizotteGS12, author = {Daniel J. Lizotte and Russell Greiner and Dale Schuurmans}, title = {An experimental methodology for response surface optimization methods}, journal = {J. Glob. Optim.}, volume = {53}, number = {4}, pages = {699--736}, year = {2012}, url = {https://doi.org/10.1007/s10898-011-9732-z}, doi = {10.1007/S10898-011-9732-Z}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jgo/LizotteGS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RavanbakhshYG12, author = {Siamak Ravanbakhsh and Chun{-}Nam Yu and Russell Greiner}, title = {A Generalized Loop Correction Method for Approximate Inference in Graphical Models}, booktitle = {Proceedings of the 29th International Conference on Machine Learning, {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}, publisher = {icml.cc / Omnipress}, year = {2012}, url = {http://icml.cc/2012/papers/304.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/RavanbakhshYG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-2642, author = {Peter Hooper and Yasin Abbasi{-}Yadkori and Russell Greiner and Bret Hoehn}, title = {Improved Mean and Variance Approximations for Belief Net Responses via Network Doubling}, journal = {CoRR}, volume = {abs/1205.2642}, year = {2012}, url = {http://arxiv.org/abs/1205.2642}, eprinttype = {arXiv}, eprint = {1205.2642}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-2642.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1206-3233, author = {Alejandro Isaza and Csaba Szepesv{\'{a}}ri and Vadim Bulitko and Russell Greiner}, title = {Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstractions}, journal = {CoRR}, volume = {abs/1206.3233}, year = {2012}, url = {http://arxiv.org/abs/1206.3233}, eprinttype = {arXiv}, eprint = {1206.3233}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1206-3233.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1206-4654, author = {Siamak Ravanbakhsh and Chun{-}Nam Yu and Russell Greiner}, title = {A Generalized Loop Correction Method for Approximate Inference in Graphical Models}, journal = {CoRR}, volume = {abs/1206.4654}, year = {2012}, url = {http://arxiv.org/abs/1206.4654}, eprinttype = {arXiv}, eprint = {1206.4654}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1206-4654.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1207-4138, author = {Omid Madani and Daniel J. Lizotte and Russell Greiner}, title = {Active Model Selection}, journal = {CoRR}, volume = {abs/1207.4138}, year = {2012}, url = {http://arxiv.org/abs/1207.4138}, eprinttype = {arXiv}, eprint = {1207.4138}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1207-4138.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1212-2472, author = {Daniel J. Lizotte and Omid Madani and Russell Greiner}, title = {Budgeted Learning of Naive-Bayes Classifiers}, journal = {CoRR}, volume = {abs/1212.2472}, year = {2012}, url = {http://arxiv.org/abs/1212.2472}, eprinttype = {arXiv}, eprint = {1212.2472}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1212-2472.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/DiazBGM11, author = {Idanis Diaz and Pierre Boulanger and Russell Greiner and Albert Murtha}, title = {A critical review of the effects of de-noising algorithms on {MRI} brain tumor segmentation}, booktitle = {33rd Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2011, Boston, MA, USA, August 30 - Sept. 3, 2011}, pages = {3934--3937}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/IEMBS.2011.6090977}, doi = {10.1109/IEMBS.2011.6090977}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/embc/DiazBGM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YuGLB11, author = {Chun{-}Nam Yu and Russell Greiner and Hsiu{-}Chin Lin and Vickie Baracos}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {Learning Patient-Specific Cancer Survival Distributions as a Sequence of Dependent Regressors}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {1845--1853}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/1019c8091693ef5c5f55970346633f92-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/YuGLB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/SuGKN11, author = {Xiaoyuan Su and Russell Greiner and Taghi M. Khoshgoftaar and Amri Napolitano}, editor = {Joshua Zhexue Huang and Longbing Cao and Jaideep Srivastava}, title = {Using Classifier-Based Nominal Imputation to Improve Machine Learning}, booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6634}, pages = {124--135}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-20841-6\_11}, doi = {10.1007/978-3-642-20841-6\_11}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/SuGKN11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iandc/SchulteLG10, author = {Oliver Schulte and Wei Luo and Russell Greiner}, title = {Mind change optimal learning of Bayes net structure from dependency and independency data}, journal = {Inf. Comput.}, volume = {208}, number = {1}, pages = {63--82}, year = {2010}, url = {https://doi.org/10.1016/j.ic.2009.03.009}, doi = {10.1016/J.IC.2009.03.009}, timestamp = {Fri, 12 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/iandc/SchulteLG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/RavanbakhshPG10, author = {Siamak (Moshen) Ravanbakhsh and Barnab{\'{a}}s P{\'{o}}czos and Russell Greiner}, editor = {Maria Fox and David Poole}, title = {A Cross-Entropy Method that Optimizes Partially Decomposable Problems: {A} New Way to Interpret {NMR} Spectra}, booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010}, pages = {1280--1286}, publisher = {{AAAI} Press}, year = {2010}, url = {https://doi.org/10.1609/aaai.v24i1.7496}, doi = {10.1609/AAAI.V24I1.7496}, timestamp = {Mon, 04 Sep 2023 16:23:45 +0200}, biburl = {https://dblp.org/rec/conf/aaai/RavanbakhshPG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ai/SchulteFGK10, author = {Oliver Schulte and Gustavo Frigo and Russell Greiner and Hassan Khosravi}, editor = {Atefeh Farzindar and Vlado Keselj}, title = {The {IMAP} Hybrid Method for Learning Gaussian Bayes Nets}, booktitle = {Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial Intelligence, Canadian, {AI} 2010, Ottawa, Canada, May 31 - June 2, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6085}, pages = {123--134}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-13059-5\_14}, doi = {10.1007/978-3-642-13059-5\_14}, timestamp = {Thu, 28 Sep 2023 12:27:10 +0200}, biburl = {https://dblp.org/rec/conf/ai/SchulteFGK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiPSG10, author = {Liuyang Li and Barnab{\'{a}}s P{\'{o}}czos and Csaba Szepesv{\'{a}}ri and Russell Greiner}, editor = {Johannes F{\"{u}}rnkranz and Thorsten Joachims}, title = {Budgeted Distribution Learning of Belief Net Parameters}, booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel}, pages = {879--886}, publisher = {Omnipress}, year = {2010}, url = {https://icml.cc/Conferences/2010/papers/406.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/LiPSG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/BostanGSL09, author = {Babak Bostan and Russell Greiner and Duane Szafron and Paul Lu}, title = {Predicting homologous signaling pathways using machine learning}, journal = {Bioinform.}, volume = {25}, number = {22}, pages = {2913--2920}, year = {2009}, url = {https://doi.org/10.1093/bioinformatics/btp532}, doi = {10.1093/BIOINFORMATICS/BTP532}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/BostanGSL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijids/SuKG09, author = {Xiaoyuan Su and Taghi M. Khoshgoftaar and Russell Greiner}, title = {Making an accurate classifier ensemble by voting on classifications from imputed learning sets}, journal = {Int. J. Inf. Decis. Sci.}, volume = {1}, number = {3}, pages = {301--322}, year = {2009}, url = {https://doi.org/10.1504/IJIDS.2009.027657}, doi = {10.1504/IJIDS.2009.027657}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijids/SuKG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/WishartKGEYGHPDBMSXJCLSSHLFPFCTCLSZDXCGNSLVF09, author = {David S. Wishart and Craig Knox and Anchi Guo and Roman Eisner and Nelson Young and Bijaya Gautam and David D. Hau and Nick Psychogios and Edison Dong and Souhaila Bouatra and Rupasri Mandal and Igor Sinelnikov and Jianguo Xia and Leslie Jia and Joseph A. Cruz and Emilia Lim and Constance A. Sobsey and Savita Shrivastava and Paul Huang and Philip Liu and Lydia Fang and Jun Peng and Ryan Fradette and Dean Cheng and Dan Tzur and Melisa Clements and Avalyn Lewis and Andrea De Souza and Azaret Zuniga and Margot Dawe and Yeping Xiong and Derrick Clive and Russell Greiner and Alsu Nazyrova and Rustem Shaykhutdinov and Liang Li and Hans J. Vogel and Ian J. Forsythe}, title = {{HMDB:} a knowledgebase for the human metabolome}, journal = {Nucleic Acids Res.}, volume = {37}, number = {Database-Issue}, pages = {603--610}, year = {2009}, url = {https://doi.org/10.1093/nar/gkn810}, doi = {10.1093/NAR/GKN810}, timestamp = {Sun, 17 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/WishartKGEYGHPDBMSXJCLSSHLFPFCTCLSZDXCGNSLVF09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaaiss/ZhuGH09, author = {Tingshao Zhu and Russell Greiner and Bin Hu}, title = {{LILAC} - Learn from Internet: Log, Annotation, and Content}, booktitle = {Experimental Design for Real-World Systems, Papers from the 2009 {AAAI} Spring Symposium, Technical Report SS-09-03, Stanford, California, USA, March 23-25, 2009}, pages = {57}, publisher = {{AAAI}}, year = {2009}, url = {http://www.aaai.org/Library/Symposia/Spring/2009/ss09-03-008.php}, timestamp = {Fri, 17 Feb 2012 13:45:58 +0100}, biburl = {https://dblp.org/rec/conf/aaaiss/ZhuGH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aime/KerhetSQRGMR09, author = {Aliaksei Kerhet and Cormac Small and Harvey Quon and Terence Riauka and Russell Greiner and Alexander McEwan and Wilson Roa}, editor = {Carlo Combi and Yuval Shahar and Ameen Abu{-}Hanna}, title = {Segmentation of Lung Tumours in Positron Emission Tomography Scans: {A} Machine Learning Approach}, booktitle = {Artificial Intelligence in Medicine, 12th Conference on Artificial Intelligence in Medicine, {AIME} 2009, Verona, Italy, July 18-22, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5651}, pages = {146--155}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-02976-9\_19}, doi = {10.1007/978-3-642-02976-9\_19}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/aime/KerhetSQRGMR09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidm/SchulteFGLK09, author = {Oliver Schulte and Gustavo Frigo and Russell Greiner and Wei Luo and Hassan Khosravi}, title = {A new hybrid method for Bayesian network learning With dependency constraints}, booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence and Data Mining, {CIDM} 2009, part of the {IEEE} Symposium Series on Computational Intelligence 2009, Nashville, TN, USA, March 30, 2009 - April 2, 2009}, pages = {53--60}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/CIDM.2009.4938629}, doi = {10.1109/CIDM.2009.4938629}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cidm/SchulteFGLK09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/flairs/SuKG09, author = {Xiaoyuan Su and Taghi M. Khoshgoftaar and Russell Greiner}, editor = {H. Chad Lane and Hans W. Guesgen}, title = {VipBoost: {A} More Accurate Boosting Algorithm}, booktitle = {Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, May 19-21, 2009, Sanibel Island, Florida, {USA}}, publisher = {{AAAI} Press}, year = {2009}, url = {http://aaai.org/ocs/index.php/FLAIRS/2009/paper/view/57}, timestamp = {Wed, 26 Oct 2022 08:35:22 +0200}, biburl = {https://dblp.org/rec/conf/flairs/SuKG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/FarhangfarGS09, author = {Alireza Farhangfar and Russell Greiner and Csaba Szepesv{\'{a}}ri}, editor = {Andrea Pohoreckyj Danyluk and L{\'{e}}on Bottou and Michael L. Littman}, title = {Learning to segment from a few well-selected training images}, booktitle = {Proceedings of the 26th Annual International Conference on Machine Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009}, series = {{ACM} International Conference Proceeding Series}, volume = {382}, pages = {305--312}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1553374.1553413}, doi = {10.1145/1553374.1553413}, timestamp = {Tue, 06 Nov 2018 16:58:29 +0100}, biburl = {https://dblp.org/rec/conf/icml/FarhangfarGS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PoczosASGS09, author = {Barnab{\'{a}}s P{\'{o}}czos and Yasin Abbasi{-}Yadkori and Csaba Szepesv{\'{a}}ri and Russell Greiner and Nathan R. Sturtevant}, editor = {Andrea Pohoreckyj Danyluk and L{\'{e}}on Bottou and Michael L. Littman}, title = {Learning when to stop thinking and do something!}, booktitle = {Proceedings of the 26th Annual International Conference on Machine Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009}, series = {{ACM} International Conference Proceeding Series}, volume = {382}, pages = {825--832}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1553374.1553480}, doi = {10.1145/1553374.1553480}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/PoczosASGS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/HooperAGH09, author = {Peter Hooper and Yasin Abbasi{-}Yadkori and Russell Greiner and Bret Hoehn}, editor = {Jeff A. Bilmes and Andrew Y. Ng}, title = {Improved Mean and Variance Approximations for Belief Net Responses via Network Doubling}, booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009}, pages = {232--239}, publisher = {{AUAI} Press}, year = {2009}, url = {https://www.auai.org/uai2009/papers/UAI2009\_0159\_3897b420ed74f347d8866c58b371e4d3.pdf}, timestamp = {Tue, 25 Oct 2022 12:03:45 +0200}, biburl = {https://dblp.org/rec/conf/uai/HooperAGH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/AllenSGH08, author = {Tim Van Allen and Ajit Singh and Russell Greiner and Peter Hooper}, title = {Quantifying the uncertainty of a belief net response: Bayesian error-bars for belief net inference}, journal = {Artif. Intell.}, volume = {172}, number = {4-5}, pages = {483--513}, year = {2008}, url = {https://doi.org/10.1016/j.artint.2007.09.004}, doi = {10.1016/J.ARTINT.2007.09.004}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/AllenSGH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/FysheLSGL08, author = {Alona Fyshe and Yifeng Liu and Duane Szafron and Russell Greiner and Paul Lu}, title = {Improving subcellular localization prediction using text classification and the gene ontology}, journal = {Bioinform.}, volume = {24}, number = {21}, pages = {2512--2517}, year = {2008}, url = {https://doi.org/10.1093/bioinformatics/btn463}, doi = {10.1093/BIOINFORMATICS/BTN463}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/FysheLSGL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ejasp/LevnerZG08, author = {Ilya Levner and Hong Zhang and Russell Greiner}, title = {Heterogeneous Stacking for Classification-Driven Watershed Segmentation}, journal = {{EURASIP} J. Adv. Signal Process.}, volume = {2008}, year = {2008}, url = {https://doi.org/10.1155/2008/485821}, doi = {10.1155/2008/485821}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ejasp/LevnerZG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/LeeZPHG08, author = {Chi{-}Hoon Lee and Osmar R. Za{\"{\i}}ane and Ho{-}Hyun Park and Jiayuan Huang and Russell Greiner}, title = {Clustering high dimensional data: {A} graph-based relaxed optimization approach}, journal = {Inf. Sci.}, volume = {178}, number = {23}, pages = {4501--4511}, year = {2008}, url = {https://doi.org/10.1016/j.ins.2008.05.014}, doi = {10.1016/J.INS.2008.05.014}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/LeeZPHG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LeeBGWM08, author = {Chi{-}Hoon Lee and Matthew R. G. Brown and Russell Greiner and Shaojun Wang and Albert Murtha}, editor = {Dieter Fox and Carla P. Gomes}, title = {Constrained Classification on Structured Data}, booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008}, pages = {1812--1813}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AAAI/2008/aaai08-296.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LeeBGWM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aiide/IsazaLBG08, author = {Alejandro Isaza and Jieshan Lu and Vadim Bulitko and Russell Greiner}, editor = {Christian Darken and Michael Mateas}, title = {A Cover-Based Approach to Multi-Agent Moving Target Pursuit}, booktitle = {Proceedings of the Fourth Artificial Intelligence and Interactive Digital Entertainment Conference, October 22-24, 2008, Stanford, California, {USA}}, publisher = {The {AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AIIDE/2008/aiide08-009.php}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aiide/IsazaLBG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/flairs/SuKG08, author = {Xiaoyuan Su and Taghi M. Khoshgoftaar and Russell Greiner}, editor = {David Wilson and H. Chad Lane}, title = {A Mixture Imputation-Boosted Collaborative Filter}, booktitle = {Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, May 15-17, 2008, Coconut Grove, Florida, {USA}}, pages = {312--316}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/FLAIRS/2008/flairs08-075.php}, timestamp = {Wed, 26 Oct 2022 08:35:23 +0200}, biburl = {https://dblp.org/rec/conf/flairs/SuKG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/LevnerGZ08, author = {Ilya Levner and Russell Greiner and Hong Zhang}, title = {Supervised image segmentation via ground truth decomposition}, booktitle = {Proceedings of the International Conference on Image Processing, {ICIP} 2008, October 12-15, 2008, San Diego, California, {USA}}, pages = {737--740}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ICIP.2008.4711860}, doi = {10.1109/ICIP.2008.4711860}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/LevnerGZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/Lees-MillerAHG08, author = {John D. Lees{-}Miller and Fraser Anderson and Bret Hoehn and Russell Greiner}, editor = {M. Arif Wani and Xue{-}wen Chen and David P. Casasent and Lukasz A. Kurgan and Tony Hu and Khalid Hafeez}, title = {Does Wikipedia Information Help Netflix Predictions?}, booktitle = {Seventh International Conference on Machine Learning and Applications, {ICMLA} 2008, San Diego, California, USA, 11-13 December 2008}, pages = {337--343}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICMLA.2008.121}, doi = {10.1109/ICMLA.2008.121}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmla/Lees-MillerAHG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ictai/SuKG08, author = {Xiaoyuan Su and Taghi M. Khoshgoftaar and Russell Greiner}, title = {Using Imputation Techniques to Help Learn Accurate Classifiers}, booktitle = {20th {IEEE} International Conference on Tools with Artificial Intelligence {(ICTAI} 2008), November 3-5, 2008, Dayton, Ohio, USA, Volume 1}, pages = {437--444}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICTAI.2008.60}, doi = {10.1109/ICTAI.2008.60}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ictai/SuKG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isaim/FarhangfarGZ08, author = {Alireza Farhangfar and Russell Greiner and Martin Zinkevich}, title = {A Fast Way to Produce Optimal Fixed-Depth Decision Trees}, booktitle = {International Symposium on Artificial Intelligence and Mathematics, {ISAIM} 2008, Fort Lauderdale, Florida, USA, January 2-4, 2008}, year = {2008}, url = {http://isaim2008.unl.edu/PAPERS/TechnicalProgram/ISAIM2008\_0022\_afd88e29a0a4ff36741f4d8e4eb84a69.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isaim/FarhangfarGZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/LeeWMBG08, author = {Chi{-}Hoon Lee and Shaojun Wang and Albert Murtha and Matthew R. G. Brown and Russell Greiner}, editor = {Dimitris N. Metaxas and Leon Axel and Gabor Fichtinger and G{\'{a}}bor Sz{\'{e}}kely}, title = {Segmenting Brain Tumors Using Pseudo-Conditional Random Fields}, booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI} 2008, 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {5241}, pages = {359--366}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-85988-8\_43}, doi = {10.1007/978-3-540-85988-8\_43}, timestamp = {Tue, 14 May 2019 10:00:50 +0200}, biburl = {https://dblp.org/rec/conf/miccai/LeeWMBG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sac/SuKZG08, author = {Xiaoyuan Su and Taghi M. Khoshgoftaar and Xingquan Zhu and Russell Greiner}, editor = {Roger L. Wainwright and Hisham Haddad}, title = {Imputation-boosted collaborative filtering using machine learning classifiers}, booktitle = {Proceedings of the 2008 {ACM} Symposium on Applied Computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008}, pages = {949--950}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1363686.1363903}, doi = {10.1145/1363686.1363903}, timestamp = {Tue, 18 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sac/SuKZG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/IsazaSBG08, author = {Alejandro Isaza and Csaba Szepesv{\'{a}}ri and Vadim Bulitko and Russell Greiner}, editor = {David A. McAllester and Petri Myllym{\"{a}}ki}, title = {Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstraction}, booktitle = {{UAI} 2008, Proceedings of the 24th Conference in Uncertainty in Artificial Intelligence, Helsinki, Finland, July 9-12, 2008}, pages = {306--314}, publisher = {{AUAI} Press}, year = {2008}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1955\&\#38;proceeding\_id=24}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/IsazaSBG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webi/SuKG08, author = {Xiaoyuan Su and Taghi M. Khoshgoftaar and Russell Greiner}, title = {Imputed Neighborhood Based Collaborative Filtering}, booktitle = {2008 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence, {WI} 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference Proceedings}, pages = {633--639}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/WIIAT.2008.99}, doi = {10.1109/WIIAT.2008.99}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/webi/SuKG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jucs/LiBG07, author = {Lihong Li and Vadim Bulitko and Russell Greiner}, title = {Focus of Attention in Reinforcement Learning}, journal = {J. Univers. Comput. Sci.}, volume = {13}, number = {9}, pages = {1246--1269}, year = {2007}, url = {https://doi.org/10.3217/jucs-013-09-1246}, doi = {10.3217/JUCS-013-09-1246}, timestamp = {Thu, 07 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jucs/LiBG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/WishartTKEGYCJASFNLCFTSJSABHWMCGGZDMWDBCGLMSVQ07, author = {David S. Wishart and Dan Tzur and Craig Knox and Roman Eisner and Anchi Guo and Nelson Young and Dean Cheng and Kevin Jewell and David Arndt and Summit Sawhney and Chris Fung and Lisa Nikolai and Mike Lewis and Marie{-}Aude Coutouly and Ian J. Forsythe and Peter Tang and Savita Shrivastava and Kevin Jeroncic and Paul Stothard and Godwin Amegbey and David Block and David D. Hau and James Wagner and Jessica Miniaci and Melisa Clements and Mulu Gebremedhin and Natalie Guo and Ying Zhang and Gavin E. Duggan and Glen D. MacInnis and Alim M. Weljie and Reza Dowlatabadi and Fiona Bamforth and Derrick Clive and Russell Greiner and Liang Li and Tom Marrie and Brian D. Sykes and Hans J. Vogel and Lori Querengesser}, title = {{HMDB:} the Human Metabolome Database}, journal = {Nucleic Acids Res.}, volume = {35}, number = {Database-Issue}, pages = {521--526}, year = {2007}, url = {https://doi.org/10.1093/nar/gkl923}, doi = {10.1093/NAR/GKL923}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/WishartTKEGYCJASFNLCFTSJSABHWMCGGZDMWDBCGLMSVQ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/SchulteLG07, author = {Oliver Schulte and Wei Luo and Russell Greiner}, editor = {Nader H. Bshouty and Claudio Gentile}, title = {Mind Change Optimal Learning of Bayes Net Structure}, booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT} 2007, San Diego, CA, USA, June 13-15, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4539}, pages = {187--202}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-72927-3\_15}, doi = {10.1007/978-3-540-72927-3\_15}, timestamp = {Fri, 30 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/SchulteLG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GuoG07, author = {Yuhong Guo and Russell Greiner}, editor = {Manuela M. Veloso}, title = {Optimistic Active-Learning Using Mutual Information}, booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007}, pages = {823--829}, year = {2007}, url = {http://ijcai.org/Proceedings/07/Papers/132.pdf}, timestamp = {Tue, 20 Aug 2019 16:17:11 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GuoG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/psb/WishartG07, author = {David S. Wishart and Russell Greiner}, editor = {Russ B. Altman and A. Keith Dunker and Lawrence Hunter and Tiffany Murray and Teri E. Klein}, title = {Session Introduction}, booktitle = {Biocomputing 2007, Proceedings of the Pacific Symposium, Maui, Hawaii, USA, 3-7 January 2007}, pages = {112--114}, publisher = {World Scientific}, year = {2007}, url = {http://psb.stanford.edu/psb-online/proceedings/psb07/intro-metabolomics.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/psb/WishartG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webi/SuGKZ07, author = {Xiaoyuan Su and Russell Greiner and Taghi M. Khoshgoftaar and Xingquan Zhu}, title = {Hybrid Collaborative Filtering Algorithms Using a Mixture of Experts}, booktitle = {2007 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence, {WI} 2007, 2-5 November 2007, Silicon Valley, CA, USA, Main Conference Proceedings}, pages = {645--649}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/WI.2007.10}, doi = {10.1109/WI.2007.10}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/webi/SuGKZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/GreinerHJM06, author = {Russell Greiner and Ryan Hayward and Magdalena Jankowska and Michael Molloy}, title = {Finding optimal satisficing strategies for and-or trees}, journal = {Artif. Intell.}, volume = {170}, number = {1}, pages = {19--58}, year = {2006}, url = {https://doi.org/10.1016/j.artint.2005.09.002}, doi = {10.1016/J.ARTINT.2005.09.002}, timestamp = {Thu, 24 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ai/GreinerHJM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcp/MorrisGSMS06, author = {Marianne Morris and Russell Greiner and J{\"{o}}rg Sander and Albert Murtha and Mark Schmidt}, title = {Learning a Classification-based Glioma Growth Model Using {MRI} Data}, journal = {J. Comput.}, volume = {1}, number = {7}, pages = {21--31}, year = {2006}, url = {http://www.jcomputers.us/index.php?m=content\&\#38;c=index\&\#38;a=show\&\#38;catid=94\&\#38;id=1211}, doi = {10.4304/JCP.1.7.21-31}, timestamp = {Thu, 25 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcp/MorrisGSMS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/PiredduSLG06, author = {Luca Pireddu and Duane Szafron and Paul Lu and Russell Greiner}, title = {The Path-A metabolic pathway prediction web server}, journal = {Nucleic Acids Res.}, volume = {34}, number = {Web-Server-Issue}, pages = {714--719}, year = {2006}, url = {https://doi.org/10.1093/nar/gkl228}, doi = {10.1093/NAR/GKL228}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/PiredduSLG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/PoulinESLGWFPMA06, author = {Brett Poulin and Roman Eisner and Duane Szafron and Paul Lu and Russell Greiner and David S. Wishart and Alona Fyshe and Brandon Pearcy and Cam Macdonell and John Anvik}, title = {Visual Explanation of Evidence with Additive Classifiers}, booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence and the Eighteenth Innovative Applications of Artificial Intelligence Conference, July 16-20, 2006, Boston, Massachusetts, {USA}}, pages = {1822--1829}, publisher = {{AAAI} Press}, year = {2006}, url = {http://www.aaai.org/Library/AAAI/2006/aaai06-301.php}, timestamp = {Tue, 05 Sep 2023 09:10:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/PoulinESLGWFPMA06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/JiaoWLGS06, author = {Feng Jiao and Shaojun Wang and Chi{-}Hoon Lee and Russell Greiner and Dale Schuurmans}, editor = {Nicoletta Calzolari and Claire Cardie and Pierre Isabelle}, title = {Semi-Supervised Conditional Random Fields for Improved Sequence Segmentation and Labeling}, booktitle = {{ACL} 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, Sydney, Australia, 17-21 July 2006}, publisher = {The Association for Computer Linguistics}, year = {2006}, url = {https://aclanthology.org/P06-1027/}, doi = {10.3115/1220175.1220202}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/JiaoWLGS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ai/MorrisGSMS06, author = {Marianne Morris and Russell Greiner and J{\"{o}}rg Sander and Albert Murtha and Mark Schmidt}, editor = {Luc Lamontagne and Mario Marchand}, title = {A Classification-Based Glioma Diffusion Model Using {MRI} Data}, booktitle = {Advances in Artificial Intelligence, 19th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian {AI} 2006, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, June 7-9, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4013}, pages = {98--109}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11766247\_9}, doi = {10.1007/11766247\_9}, timestamp = {Thu, 28 Sep 2023 12:27:07 +0200}, biburl = {https://dblp.org/rec/conf/ai/MorrisGSMS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/IsukapalliEG06, author = {Ramana Isukapalli and Ahmed M. Elgammal and Russell Greiner}, editor = {Ales Leonardis and Horst Bischof and Axel Pinz}, title = {Learning to Detect Objects of Many Classes Using Binary Classifiers}, booktitle = {Computer Vision - {ECCV} 2006, 9th European Conference on Computer Vision, Graz, Austria, May 7-13, 2006, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3951}, pages = {352--364}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11744023\_28}, doi = {10.1007/11744023\_28}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/IsukapalliEG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fgr/IsukapalliEG06, author = {Ramana Isukapalli and Ahmed M. Elgammal and Russell Greiner}, title = {Learning to Identify Facial Expression During Detection Using Markov Decision Process}, booktitle = {Seventh {IEEE} International Conference on Automatic Face and Gesture Recognition {(FGR} 2006), 10-12 April 2006, Southampton, {UK}}, pages = {305--310}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/FGR.2006.71}, doi = {10.1109/FGR.2006.71}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/fgr/IsukapalliEG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icgi/WangWCGS06, author = {Shaojun Wang and Shaomin Wang and Li Cheng and Russell Greiner and Dale Schuurmans}, editor = {Yasubumi Sakakibara and Satoshi Kobayashi and Kengo Sato and Tetsuro Nishino and Etsuji Tomita}, title = {Stochastic Analysis of Lexical and Semantic Enhanced Structural Language Model}, booktitle = {Grammatical Inference: Algorithms and Applications, 8th International Colloquium, {ICGI} 2006, Tokyo, Japan, September 20-22, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4201}, pages = {97--111}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11872436\_9}, doi = {10.1007/11872436\_9}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icgi/WangWCGS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LeeGW06, author = {Chi{-}Hoon Lee and Russell Greiner and Shaojun Wang}, editor = {William W. Cohen and Andrew W. Moore}, title = {Using query-specific variance estimates to combine Bayesian classifiers}, booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006}, series = {{ACM} International Conference Proceeding Series}, volume = {148}, pages = {529--536}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1143844.1143911}, doi = {10.1145/1143844.1143911}, timestamp = {Tue, 19 Nov 2019 09:25:06 +0100}, biburl = {https://dblp.org/rec/conf/icml/LeeGW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/IsukapalliE06, author = {Ramana Isukapalli and Ahmed M. Elgammal and Russell Greiner}, title = {Learning Policies for Efficiently Identifying Objects of Many Classes}, booktitle = {18th International Conference on Pattern Recognition {(ICPR} 2006), 20-24 August 2006, Hong Kong, China}, pages = {356--361}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/ICPR.2006.755}, doi = {10.1109/ICPR.2006.755}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/IsukapalliE06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iui/PriceGHF06, author = {Robert Price and Russell Greiner and Gerald H{\"{a}}ubl and Alden Flatt}, editor = {C{\'{e}}cile Paris and Candace L. Sidner}, title = {Automatic construction of personalized customer interfaces}, booktitle = {Proceedings of the 11th International Conference on Intelligent User Interfaces, {IUI} 2006, Sydney, Australia, January 29 - February 1, 2006}, pages = {250--257}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1111449.1111501}, doi = {10.1145/1111449.1111501}, timestamp = {Tue, 06 Nov 2018 11:07:41 +0100}, biburl = {https://dblp.org/rec/conf/iui/PriceGHF06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LeeWJSG06, author = {Chi{-}Hoon Lee and Shaojun Wang and Feng Jiao and Dale Schuurmans and Russell Greiner}, editor = {Bernhard Sch{\"{o}}lkopf and John C. Platt and Thomas Hofmann}, title = {Learning to Model Spatial Dependency: Semi-Supervised Discriminative Random Fields}, booktitle = {Advances in Neural Information Processing Systems 19, Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 4-7, 2006}, pages = {793--800}, publisher = {{MIT} Press}, year = {2006}, url = {https://proceedings.neurips.cc/paper/2006/hash/a0ba2648acd23dc7a5829968ce531a7d-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LeeWJSG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/HuangZGZS06, author = {Jiayuan Huang and Tingshao Zhu and Russell Greiner and Dengyong Zhou and Dale Schuurmans}, editor = {Johannes F{\"{u}}rnkranz and Tobias Scheffer and Myra Spiliopoulou}, title = {Information Marginalization on Subgraphs}, booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, September 18-22, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4213}, pages = {199--210}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11871637\_22}, doi = {10.1007/11871637\_22}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/HuangZGZS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LeeGZ06, author = {Chi{-}Hoon Lee and Russell Greiner and Osmar R. Za{\"{\i}}ane}, editor = {Johannes F{\"{u}}rnkranz and Tobias Scheffer and Myra Spiliopoulou}, title = {Efficient Spatial Classification Using Decoupled Conditional Random Fields}, booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, September 18-22, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4213}, pages = {272--283}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11871637\_28}, doi = {10.1007/11871637\_28}, timestamp = {Tue, 26 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LeeGZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GreinerSSZ05, author = {Russell Greiner and Xiaoyuan Su and Bin Shen and Wei Zhou}, title = {Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers}, journal = {Mach. Learn.}, volume = {59}, number = {3}, pages = {297--322}, year = {2005}, url = {https://doi.org/10.1007/s10994-005-0469-0}, doi = {10.1007/S10994-005-0469-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GreinerSSZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/LuSGWFPPENL05, author = {Paul Lu and Duane Szafron and Russell Greiner and David S. Wishart and Alona Fyshe and Brandon Pearcy and Brett Poulin and Roman Eisner and Danny Ngo and Nicholas Lamb}, title = {{PA-GOSUB:} a searchable database of model organism protein sequences with their predicted Gene Ontology molecular function and subcellular localization}, journal = {Nucleic Acids Res.}, volume = {33}, number = {Database-Issue}, pages = {147--153}, year = {2005}, url = {https://doi.org/10.1093/nar/gki120}, doi = {10.1093/NAR/GKI120}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nar/LuSGWFPPENL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/DomselaarSSCGDLSGW05, author = {Gary H. Van Domselaar and Paul Stothard and Savita Shrivastava and Joseph A. Cruz and Anchi Guo and Xiaoli Dong and Paul Lu and Duane Szafron and Russell Greiner and David S. Wishart}, title = {BASys: a web server for automated bacterial genome annotation}, journal = {Nucleic Acids Res.}, volume = {33}, number = {Web-Server-Issue}, pages = {455--459}, year = {2005}, url = {https://doi.org/10.1093/nar/gki593}, doi = {10.1093/NAR/GKI593}, timestamp = {Sun, 17 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/DomselaarSSCGDLSGW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhuGHJP05, author = {Tingshao Zhu and Russell Greiner and Gerald H{\"{a}}ubl and Kevin Jewell and Robert Price}, editor = {Manuela M. Veloso and Subbarao Kambhampati}, title = {Goal-Directed Site-Independent Recommendations from Passive Observations}, booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence and the Seventeenth Innovative Applications of Artificial Intelligence Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}}, pages = {549--557}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2005}, url = {http://www.aaai.org/Library/AAAI/2005/aaai05-086.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhuGHJP05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GuoG05, author = {Yuhong Guo and Russell Greiner}, editor = {Manuela M. Veloso and Subbarao Kambhampati}, title = {Discriminative Model Selection for Belief Net Structures}, booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence and the Seventeenth Innovative Applications of Artificial Intelligence Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}}, pages = {770--776}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2005}, url = {http://www.aaai.org/Library/AAAI/2005/aaai05-121.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GuoG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/PoulinSLGWEFPP05, author = {Brett Poulin and Duane Szafron and Paul Lu and Russell Greiner and David S. Wishart and Roman Eisner and Alona Fyshe and Brandon Pearcy and Luca Pireddu}, editor = {Manuela M. Veloso and Subbarao Kambhampati}, title = {The Proteome Analyst Suite of Automated Function Prediction Tools}, booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence and the Seventeenth Innovative Applications of Artificial Intelligence Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}}, pages = {1698--1699}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2005}, url = {http://www.aaai.org/Library/AAAI/2005/isd05-015.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/PoulinSLGWEFPP05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amfg/IsukapalliEG05, author = {Ramana Isukapalli and Ahmed M. Elgammal and Russell Greiner}, editor = {Wenyi Zhao and Shaogang Gong and Xiaoou Tang}, title = {Learning a Dynamic Classification Method to Detect Faces and Identify Facial Expression}, booktitle = {Analysis and Modelling of Faces and Gestures, Second International Workshop, {AMFG} 2005, Beijing, China, October 16, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3723}, pages = {70--84}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11564386\_7}, doi = {10.1007/11564386\_7}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/amfg/IsukapalliEG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cibcb/EisnerPSLG05, author = {Roman Eisner and Brett Poulin and Duane Szafron and Paul Lu and Russell Greiner}, title = {Improving Protein Function Prediction Using the Hierarchical Structure of the Gene Ontology}, booktitle = {Proceedings of the 2005 {IEEE} Symposium on Computational Intelligence in Bioinformatics and Computational Biology, {CIBCB} 2005, Embassy Suites Hotel La Jolla, La Jolla, CA, USA, November 14 {\&} 15, 2005}, pages = {354--363}, publisher = {{IEEE}}, year = {2005}, timestamp = {Wed, 16 Oct 2019 14:14:48 +0200}, biburl = {https://dblp.org/rec/conf/cibcb/EisnerPSLG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvbia/LeeSMBSG05, author = {Chi{-}Hoon Lee and Mark Schmidt and Albert Murtha and Aalo Bistritz and J{\"{o}}rg Sander and Russell Greiner}, editor = {Yanxi Liu and Tianzi Jiang and Changshui Zhang}, title = {Segmenting Brain Tumors with Conditional Random Fields and Support Vector Machines}, booktitle = {Computer Vision for Biomedical Image Applications, First International Workshop, {CVBIA} 2005, Beijing, China, October 21, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3765}, pages = {469--478}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11569541\_47}, doi = {10.1007/11569541\_47}, timestamp = {Tue, 27 Feb 2024 09:03:29 +0100}, biburl = {https://dblp.org/rec/conf/cvbia/LeeSMBSG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/KapoorG05, author = {Aloak Kapoor and Russell Greiner}, editor = {Jo{\~{a}}o Gama and Rui Camacho and Pavel Brazdil and Al{\'{\i}}pio Jorge and Lu{\'{\i}}s Torgo}, title = {Learning and Classifying Under Hard Budgets}, booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3720}, pages = {170--181}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11564096\_20}, doi = {10.1007/11564096\_20}, timestamp = {Wed, 24 Mar 2021 17:12:00 +0100}, biburl = {https://dblp.org/rec/conf/ecml/KapoorG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WangWGSC05, author = {Shaojun Wang and Shaomin Wang and Russell Greiner and Dale Schuurmans and Li Cheng}, editor = {Luc De Raedt and Stefan Wrobel}, title = {Exploiting syntactic, semantic and lexical regularities in language modeling via directed Markov random fields}, booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference {(ICML} 2005), Bonn, Germany, August 7-11, 2005}, series = {{ACM} International Conference Proceeding Series}, volume = {119}, pages = {948--955}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1102351.1102471}, doi = {10.1145/1102351.1102471}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/WangWGSC05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/SchmidtLGMB05, author = {Mark Schmidt and Ilya Levner and Russell Greiner and Albert Murtha and Aalo Bistritz}, editor = {M. Arif Wani and Mariofanna G. Milanova and Lukasz A. Kurgan and Marek Z. Reformat and Khalid Hafeez}, title = {Segmenting brain tumors using alignment-based features}, booktitle = {Fourth International Conference on Machine Learning and Applications, {ICMLA} 2005, Los Angeles, California, USA, 15-17 December 2005}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/ICMLA.2005.56}, doi = {10.1109/ICMLA.2005.56}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmla/SchmidtLGMB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GuoGS05, author = {Yuhong Guo and Russell Greiner and Dale Schuurmans}, editor = {Leslie Pack Kaelbling and Alessandro Saffiotti}, title = {Learning Coordination Classifiers}, booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August 5, 2005}, pages = {714--721}, publisher = {Professional Book Center}, year = {2005}, url = {http://ijcai.org/Proceedings/05/Papers/1585.pdf}, timestamp = {Tue, 20 Aug 2019 16:16:29 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GuoGS05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZhuGHJP05, author = {Tingshao Zhu and Russell Greiner and Gerald H{\"{a}}ubl and Kevin Jewell and Robert Price}, editor = {Leslie Pack Kaelbling and Alessandro Saffiotti}, title = {Using Learned Browsing Behavior Models to Recommend Relevant Web Pages}, booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August 5, 2005}, pages = {1589--1590}, publisher = {Professional Book Center}, year = {2005}, url = {http://ijcai.org/Proceedings/05/Papers/post-0462.pdf}, timestamp = {Tue, 20 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ZhuGHJP05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LeeGS05, author = {Chi{-}Hoon Lee and Russell Greiner and Mark Schmidt}, editor = {Al{\'{\i}}pio Jorge and Lu{\'{\i}}s Torgo and Pavel Brazdil and Rui Camacho and Jo{\~{a}}o Gama}, title = {Support Vector Random Fields for Spatial Classification}, booktitle = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3721}, pages = {121--132}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11564126\_16}, doi = {10.1007/11564126\_16}, timestamp = {Wed, 24 Mar 2021 17:11:59 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/LeeGS05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/um/ZhuGHJP05, author = {Tingshao Zhu and Russell Greiner and Gerald H{\"{a}}ubl and Kevin Jewell and Robert Price}, editor = {Liliana Ardissono and Paul Brna and Antonija Mitrovic}, title = {Off-line Evaluation of Recommendation Functions}, booktitle = {User Modeling 2005, 10th International Conference, {UM} 2005, Edinburgh, Scotland, UK, July 24-29, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3538}, pages = {337--341}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11527886\_44}, doi = {10.1007/11527886\_44}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/um/ZhuGHJP05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/LuSGLWPAME04, author = {Zhiyong Lu and Duane Szafron and Russell Greiner and Paul Lu and David S. Wishart and Brett Poulin and John Anvik and Cam Macdonell and Roman Eisner}, title = {Predicting subcellular localization of proteins using machine-learned classifiers}, journal = {Bioinform.}, volume = {20}, number = {4}, pages = {547--556}, year = {2004}, url = {https://doi.org/10.1093/bioinformatics/btg447}, doi = {10.1093/BIOINFORMATICS/BTG447}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/LuSGLWPAME04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/SzafronLGWPELAMFM04, author = {Duane Szafron and Paul Lu and Russell Greiner and David S. Wishart and Brett Poulin and Roman Eisner and Zhiyong Lu and John Anvik and Cam Macdonell and Alona Fyshe and David Meeuwis}, title = {Proteome Analyst: custom predictions with explanations in a web-based tool for high-throughput proteome annotations}, journal = {Nucleic Acids Res.}, volume = {32}, number = {Web-Server-Issue}, pages = {365--371}, year = {2004}, url = {https://doi.org/10.1093/nar/gkh485}, doi = {10.1093/NAR/GKH485}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nar/SzafronLGWPELAMFM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/MadaniLG04, author = {Omid Madani and Daniel J. Lizotte and Russell Greiner}, editor = {John Shawe{-}Taylor and Yoram Singer}, title = {The Budgeted Multi-armed Bandit Problem}, booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT} 2004, Banff, Canada, July 1-4, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3120}, pages = {643--645}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-27819-1\_46}, doi = {10.1007/978-3-540-27819-1\_46}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/colt/MadaniLG04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/LiBG04, author = {Lihong Li and Vadim Bulitko and Russell Greiner}, editor = {Jean{-}Fran{\c{c}}ois Boulicaut and Floriana Esposito and Fosca Giannotti and Dino Pedreschi}, title = {Batch Reinforcement Learning with State Importance}, booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3201}, pages = {566--568}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30115-8\_53}, doi = {10.1007/978-3-540-30115-8\_53}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ecml/LiBG04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscslp/KangWGSC04, author = {Shaojun Wang and Shaomin Wang and Russell Greiner and Dale Schuurmans and Li Cheng}, editor = {Qiang Huo and Man{-}Hung Siu}, title = {Exploiting syntactic, semantic and lexical regularities in language modeling via directed Markov random fields}, booktitle = {2004 International Symposium on Chinese Spoken Language Processing, {ISCSLP} 2004, Hong Kong, December 15-18, 2004}, pages = {305--308}, publisher = {{IEEE}}, year = {2004}, url = {https://doi.org/10.1109/CHINSL.2004.1409647}, doi = {10.1109/CHINSL.2004.1409647}, timestamp = {Wed, 18 Sep 2024 12:47:02 +0200}, biburl = {https://dblp.org/rec/conf/iscslp/KangWGSC04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MadaniLG04, author = {Omid Madani and Daniel J. Lizotte and Russell Greiner}, editor = {David Maxwell Chickering and Joseph Y. Halpern}, title = {Active Model Selection}, booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial Intelligence, Banff, Canada, July 7-11, 2004}, pages = {357--365}, publisher = {{AUAI} Press}, year = {2004}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1130\&\#38;proceeding\_id=20}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/MadaniLG04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/LevnerBLLG03, author = {Ilya Levner and Vadim Bulitko and Lihong Li and Greg Lee and Russell Greiner}, editor = {Tam{\'{a}}s D. Gedeon and Lance Chun Che Fung}, title = {Towards Automated Creation of Image Interpretation Systems}, booktitle = {{AI} 2003: Advances in Artificial Intelligence, 16th Australian Conference on Artificial Intelligence, Perth, Australia, December 3-5, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2903}, pages = {653--665}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-24581-0\_56}, doi = {10.1007/978-3-540-24581-0\_56}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/ausai/LevnerBLLG03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ictai/ShenSGMC03, author = {Bin Shen and Xiaoyuan Su and Russell Greiner and Petr Mus{\'{\i}}lek and Corrine Cheng}, title = {Discriminative Parameter Learning of General Bayesian Network Classifiers}, booktitle = {15th {IEEE} International Conference on Tools with Artificial Intelligence {(ICTAI} 2003), 3-5 November 2003, Sacramento, California, {USA}}, pages = {296--305}, publisher = {{IEEE} Computer Society}, year = {2003}, url = {https://doi.org/10.1109/TAI.2003.1250204}, doi = {10.1109/TAI.2003.1250204}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ictai/ShenSGMC03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZhuGHP03, author = {Tingshao Zhu and Russell Greiner and Gerald H{\"{a}}ubl and Robert Price}, editor = {Bamshad Mobasher and Sarabjot S. Anand}, title = {Predicting Web Information Content}, booktitle = {Intelligent Techniques for Web Personalization, {IJCAI} 2003 Workshop, {ITWP} 2003, Acapulco, Mexico, August 11, 2003, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {3169}, pages = {241--254}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/11577935\_13}, doi = {10.1007/11577935\_13}, timestamp = {Sun, 04 Aug 2024 19:36:40 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ZhuGHP03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/IsukapalliG03, author = {Ramana Isukapalli and Russell Greiner}, editor = {Georg Gottlob and Toby Walsh}, title = {Use of Off-line Dynamic Programming for Efficient Image Interpretation}, booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003}, pages = {1319--1325}, publisher = {Morgan Kaufmann}, year = {2003}, url = {http://ijcai.org/Proceedings/03/Papers/188.pdf}, timestamp = {Tue, 20 Aug 2019 16:18:41 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/IsukapalliG03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/BulitkoLGL03, author = {Vadim Bulitko and Lihong Li and Russell Greiner and Ilya Levner}, editor = {Georg Gottlob and Toby Walsh}, title = {Lookahead Pathologies for Single Agent Search}, booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003}, pages = {1531--1533}, publisher = {Morgan Kaufmann}, year = {2003}, url = {http://ijcai.org/Proceedings/03/Papers/264.pdf}, timestamp = {Tue, 20 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/BulitkoLGL03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LizotteMG03, author = {Daniel J. Lizotte and Omid Madani and Russell Greiner}, editor = {Christopher Meek and Uffe Kj{\ae}rulff}, title = {Budgeted Learning of Naive-Bayes Classifiers}, booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial Intelligence, Acapulco, Mexico, August 7-10 2003}, pages = {378--385}, publisher = {Morgan Kaufmann}, year = {2003}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=952\&\#38;proceeding\_id=19}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/LizotteMG03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/um/ZhuGH03, author = {Tingshao Zhu and Russell Greiner and Gerald H{\"{a}}ubl}, editor = {Peter Brusilovsky and Albert T. Corbett and Fiorella de Rosis}, title = {Learning a Model of a Web User's Interests}, booktitle = {User Modeling 2003, 9th International Conference, {UM} 2003, Johnstown, PA, USA, June 22-26, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2702}, pages = {65--75}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/3-540-44963-9\_10}, doi = {10.1007/3-540-44963-9\_10}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/um/ZhuGH03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/ZhuGH03, author = {Tingshao Zhu and Russell Greiner and Gerald H{\"{a}}ubl}, editor = {Guszt{\'{a}}v Hencsey and Bebo White and Yih{-}Farn Robin Chen and L{\'{a}}szl{\'{o}} Kov{\'{a}}cs and Steve Lawrence}, title = {An Effective Complete-Web Recommender System}, booktitle = {Proceedings of the Twelfth International World Wide Web Conference - Alternate Paper Tracks, {WWW} 2003, Budapest, Hungary, May 20-24, 2003}, year = {2003}, url = {http://www2003.org/cdrom/papers/alternate/P718/p718-tszhu.html}, timestamp = {Wed, 17 Jul 2013 16:59:51 +0200}, biburl = {https://dblp.org/rec/conf/www/ZhuGH03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/ChengGKBL02, author = {Jie Cheng and Russell Greiner and Jonathan Kelly and David A. Bell and Weiru Liu}, title = {Learning Bayesian networks from data: An information-theory based approach}, journal = {Artif. Intell.}, volume = {137}, number = {1-2}, pages = {43--90}, year = {2002}, url = {https://doi.org/10.1016/S0004-3702(02)00191-1}, doi = {10.1016/S0004-3702(02)00191-1}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/ChengGKBL02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/GreinerGR02, author = {Russell Greiner and Adam J. Grove and Dan Roth}, title = {Learning cost-sensitive active classifiers}, journal = {Artif. Intell.}, volume = {139}, number = {2}, pages = {137--174}, year = {2002}, url = {https://doi.org/10.1016/S0004-3702(02)00209-6}, doi = {10.1016/S0004-3702(02)00209-6}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/GreinerGR02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GreinerZ02, author = {Russell Greiner and Wei Zhou}, editor = {Rina Dechter and Michael J. Kearns and Richard S. Sutton}, title = {Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers}, 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 = {167--173}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2002}, url = {http://www.aaai.org/Library/AAAI/2002/aaai02-026.php}, timestamp = {Tue, 05 Sep 2023 09:10:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GreinerZ02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GreinerHM02, author = {Russell Greiner and Ryan Hayward and Michael Molloy}, editor = {Rina Dechter and Michael J. Kearns and Richard S. Sutton}, title = {Optimal Depth-First Strategies for And-Or Trees}, 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 = {725--730}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2002}, url = {http://www.aaai.org/Library/AAAI/2002/aaai02-109.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GreinerHM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sara/LevnerBMG02, author = {Ilya Levner and Vadim Bulitko and Omid Madani and Russell Greiner}, editor = {Sven Koenig and Robert C. Holte}, title = {Performance of Lookahead Control Policies in the Face of Abstractions and Approximations}, booktitle = {Abstraction, Reformulation and Approximation, 5th International Symposium, {SARA} 2002, Kananaskis, Alberta, Canada, August 2-4, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2371}, pages = {299--307}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-45622-8\_23}, doi = {10.1007/3-540-45622-8\_23}, timestamp = {Tue, 14 May 2019 10:00:38 +0200}, biburl = {https://dblp.org/rec/conf/sara/LevnerBMG02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/GreinerDS01, author = {Russell Greiner and Christian Darken and N. Iwan Santoso}, title = {Efficient reasoning}, journal = {{ACM} Comput. Surv.}, volume = {33}, number = {1}, pages = {1--30}, year = {2001}, url = {https://doi.org/10.1145/375360.375363}, doi = {10.1145/375360.375363}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csur/GreinerDS01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ai/ChengG01, author = {Jie Cheng and Russell Greiner}, editor = {Eleni Stroulia and Stan Matwin}, title = {Learning Bayesian Belief Network Classifiers: Algorithms and System}, booktitle = {Advances in Artificial Intelligence, 14th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, {AI} 2001, Ottawa, Canada, June 7-9, 2001, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2056}, pages = {141--151}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-45153-6\_14}, doi = {10.1007/3-540-45153-6\_14}, timestamp = {Thu, 28 Sep 2023 12:27:04 +0200}, biburl = {https://dblp.org/rec/conf/ai/ChengG01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/IsukapalliG01, author = {Ramana Isukapalli and Russell Greiner}, title = {Efficient Car Recognition Policies}, booktitle = {Proceedings of the 2001 {IEEE} International Conference on Robotics and Automation, {ICRA} 2001, May 21-26, 2001, Seoul, Korea}, pages = {2134--2139}, publisher = {{IEEE}}, year = {2001}, url = {https://doi.org/10.1109/ROBOT.2001.932922}, doi = {10.1109/ROBOT.2001.932922}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icra/IsukapalliG01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/IsukapalliG01, author = {Ramana Isukapalli and Russell Greiner}, editor = {Bernhard Nebel}, title = {Efficient Interpretation Policies}, booktitle = {Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, {IJCAI} 2001, Seattle, Washington, USA, August 4-10, 2001}, pages = {1381--1390}, publisher = {Morgan Kaufmann}, year = {2001}, timestamp = {Tue, 20 Aug 2019 16:18:14 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/IsukapalliG01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/AllenGH01, author = {Tim Van Allen and Russell Greiner and Peter Hooper}, editor = {Jack S. Breese and Daphne Koller}, title = {Bayesian Error-Bars for Belief Net Inference}, booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, University of Washington, Seattle, Washington, USA, August 2-5, 2001}, pages = {522--529}, publisher = {Morgan Kaufmann}, year = {2001}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=139\&\#38;proceeding\_id=17}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/AllenGH01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KorvemakerG00, author = {Benjamin Korvemaker and Russell Greiner}, editor = {Henry A. Kautz and Bruce W. Porter}, title = {Predicting {UNIX} Command Lines: Adjusting to User Patterns}, booktitle = {Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30 - August 3, 2000, Austin, Texas, {USA}}, pages = {230--235}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2000}, url = {http://www.aaai.org/Library/AAAI/2000/aaai00-035.php}, timestamp = {Tue, 05 Sep 2023 09:10:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KorvemakerG00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/AllenG00, author = {Tim Van Allen and Russell Greiner}, editor = {Pat Langley}, title = {Model Selection Criteria for Learning Belief Nets: An Empirical Comparison}, booktitle = {Proceedings of the Seventeenth International Conference on Machine Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June 29 - July 2, 2000}, pages = {1047--1054}, publisher = {Morgan Kaufmann}, year = {2000}, timestamp = {Sun, 21 Feb 2010 20:54:50 +0100}, biburl = {https://dblp.org/rec/conf/icml/AllenG00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jlp/Greiner99, author = {Russell Greiner}, title = {The Complexity of Revising Logic Programs}, journal = {J. Log. Program.}, volume = {40}, number = {2-3}, pages = {273--298}, year = {1999}, url = {https://doi.org/10.1016/S0743-1066(99)00021-7}, doi = {10.1016/S0743-1066(99)00021-7}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jlp/Greiner99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ChengG99, author = {Jie Cheng and Russell Greiner}, editor = {Kathryn B. Laskey and Henri Prade}, title = {Comparing Bayesian Network Classifiers}, booktitle = {{UAI} '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30 - August 1, 1999}, pages = {101--108}, publisher = {Morgan Kaufmann}, year = {1999}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=158\&\#38;proceeding\_id=15}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/ChengG99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/SubramanianGP97, author = {Devika Subramanian and Russell Greiner and Judea Pearl}, title = {The Relevance of Relevance (Editorial)}, journal = {Artif. Intell.}, volume = {97}, number = {1-2}, pages = {1--5}, year = {1997}, url = {https://doi.org/10.1016/S0004-3702(97)00075-1}, doi = {10.1016/S0004-3702(97)00075-1}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/SubramanianGP97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/GreinerGK97, author = {Russell Greiner and Adam J. Grove and Alexander Kogan}, title = {Knowing what doesn't Matter: Exploiting the Omission of Irrelevant Data}, journal = {Artif. Intell.}, volume = {97}, number = {1-2}, pages = {345--380}, year = {1997}, url = {https://doi.org/10.1016/S0004-3702(97)00048-9}, doi = {10.1016/S0004-3702(97)00048-9}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/GreinerGK97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SchefferGD97, author = {Tobias Scheffer and Russell Greiner and Christian Darken}, editor = {Douglas H. Fisher}, title = {Why Experimentation can be better than "Perfect Guidance"}, booktitle = {Proceedings of the Fourteenth International Conference on Machine Learning {(ICML} 1997), Nashville, Tennessee, USA, July 8-12, 1997}, pages = {331--339}, publisher = {Morgan Kaufmann}, year = {1997}, timestamp = {Wed, 04 Dec 2002 12:34:29 +0100}, biburl = {https://dblp.org/rec/conf/icml/SchefferGD97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GreinerGS97, author = {Russell Greiner and Adam J. Grove and Dale Schuurmans}, editor = {Dan Geiger and Prakash P. Shenoy}, title = {Learning Bayesian Nets that Perform Well}, booktitle = {{UAI} '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, Brown University, Providence, Rhode Island, USA, August 1-3, 1997}, pages = {198--207}, publisher = {Morgan Kaufmann}, year = {1997}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=312\&\#38;proceeding\_id=13}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GreinerGS97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/GreinerO96, author = {Russell Greiner and Pekka Orponen}, title = {Probably Approximately Optimal Satisficing Strategies}, journal = {Artif. Intell.}, volume = {82}, number = {1-2}, pages = {21--44}, year = {1996}, url = {https://doi.org/10.1016/0004-3702(95)00010-0}, doi = {10.1016/0004-3702(95)00010-0}, timestamp = {Mon, 05 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/GreinerO96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Greiner96, author = {Russell Greiner}, title = {{PALO:} {A} Probabilistic Hill-Climbing Algorithm}, journal = {Artif. Intell.}, volume = {84}, number = {1-2}, pages = {177--208}, year = {1996}, url = {https://doi.org/10.1016/0004-3702(95)00040-2}, doi = {10.1016/0004-3702(95)00040-2}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Greiner96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/GreinerI96, author = {Russell Greiner and Ramana Isukapalli}, title = {Learning to select useful landmarks}, journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}}, volume = {26}, number = {3}, pages = {437--449}, year = {1996}, url = {https://doi.org/10.1109/3477.499794}, doi = {10.1109/3477.499794}, timestamp = {Mon, 18 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/GreinerI96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GreinerGR96, author = {Russell Greiner and Adam J. Grove and Dan Roth}, editor = {Lorenza Saitta}, title = {Learning Active Classifiers}, booktitle = {Machine Learning, Proceedings of the Thirteenth International Conference {(ICML} '96), Bari, Italy, July 3-6, 1996}, pages = {207--215}, publisher = {Morgan Kaufmann}, year = {1996}, timestamp = {Fri, 23 Dec 2011 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/GreinerGR96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GreinerGK96, author = {Russell Greiner and Adam J. Grove and Alexander Kogan}, editor = {Lorenza Saitta}, title = {Exploiting the Omission of Irrelevant Data}, booktitle = {Machine Learning, Proceedings of the Thirteenth International Conference {(ICML} '96), Bari, Italy, July 3-6, 1996}, pages = {216--224}, publisher = {Morgan Kaufmann}, year = {1996}, timestamp = {Fri, 23 Dec 2011 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/GreinerGK96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/SchuurmansG95, author = {Dale Schuurmans and Russell Greiner}, editor = {Wolfgang Maass}, title = {Sequential {PAC} Learning}, booktitle = {Proceedings of the Eigth Annual Conference on Computational Learning Theory, {COLT} 1995, Santa Cruz, California, USA, July 5-8, 1995}, pages = {377--384}, publisher = {{ACM}}, year = {1995}, url = {https://doi.org/10.1145/225298.225344}, doi = {10.1145/225298.225344}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/SchuurmansG95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Greiner95, author = {Russell Greiner}, editor = {Armand Prieditis and Stuart Russell}, title = {The Challenge of Revising an Impure Theory}, booktitle = {Machine Learning, Proceedings of the Twelfth International Conference on Machine Learning, Tahoe City, California, USA, July 9-12, 1995}, pages = {269--277}, publisher = {Morgan Kaufmann}, year = {1995}, url = {https://doi.org/10.1016/b978-1-55860-377-6.50041-4}, doi = {10.1016/B978-1-55860-377-6.50041-4}, timestamp = {Wed, 20 Apr 2022 13:29:53 +0200}, biburl = {https://dblp.org/rec/conf/icml/Greiner95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Greiner95, author = {Russell Greiner}, title = {The Complexity of Theory Revision}, booktitle = {Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, {IJCAI} 95, Montr{\'{e}}al Qu{\'{e}}bec, Canada, August 20-25 1995, 2 Volumes}, pages = {1162--1168}, publisher = {Morgan Kaufmann}, year = {1995}, url = {http://ijcai.org/Proceedings/95-2/Papers/019.pdf}, timestamp = {Tue, 20 Aug 2019 16:17:30 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Greiner95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/SchuurmansG95, author = {Dale Schuurmans and Russell Greiner}, title = {Practical {PAC} Learning}, booktitle = {Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, {IJCAI} 95, Montr{\'{e}}al Qu{\'{e}}bec, Canada, August 20-25 1995, 2 Volumes}, pages = {1169--1177}, publisher = {Morgan Kaufmann}, year = {1995}, url = {http://ijcai.org/Proceedings/95-2/Papers/020.pdf}, timestamp = {Tue, 20 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/SchuurmansG95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GreinerI94, author = {Russell Greiner and Ramana Isukapalli}, editor = {Barbara Hayes{-}Roth and Richard E. Korf}, title = {Learning to Select Useful Landmarks}, booktitle = {Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31 - August 4, 1994, Volume 2}, pages = {1251--1256}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1994}, url = {http://www.aaai.org/Library/AAAI/1994/aaai94-192.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GreinerI94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/ElkanG93, author = {Charles Elkan and Russell Greiner}, title = {D. B. Lenat and R. V. Guha, Building Large Knowledge-Based Systems: Representation and Inference in the Cyc Project}, journal = {Artif. Intell.}, volume = {61}, number = {1}, pages = {41--52}, year = {1993}, url = {https://doi.org/10.1016/0004-3702(93)90092-P}, doi = {10.1016/0004-3702(93)90092-P}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ai/ElkanG93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GreinerJ92, author = {Russell Greiner and Igor Jurisica}, editor = {William R. Swartout}, title = {A Statistical Approach to Solving the {EBL} Utility Problem}, booktitle = {Proceedings of the 10th National Conference on Artificial Intelligence, San Jose, CA, USA, July 12-16, 1992}, pages = {241--248}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1992}, url = {http://www.aaai.org/Library/AAAI/1992/aaai92-038.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GreinerJ92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/GreinerS92, author = {Russell Greiner and Dale Schuurmans}, editor = {Gerhard Lakemeyer and Bernhard Nebel}, title = {Learning an Optimally Accurate Representation System}, booktitle = {Foundation of Knowledge Representation and Reasoning [the book grew out of an {ECAI-92} workshop]}, series = {Lecture Notes in Computer Science}, volume = {810}, pages = {145--159}, publisher = {Springer}, year = {1992}, url = {https://doi.org/10.1007/3-540-58107-3\_9}, doi = {10.1007/3-540-58107-3\_9}, timestamp = {Tue, 14 May 2019 10:00:46 +0200}, biburl = {https://dblp.org/rec/conf/ecai/GreinerS92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/GreinerS92, author = {Russell Greiner and Dale Schuurmans}, editor = {Bernhard Nebel and Charles Rich and William R. Swartout}, title = {Learning Useful Horn Approximations}, booktitle = {Proceedings of the 3rd International Conference on Principles of Knowledge Representation and Reasoning (KR'92). Cambridge, MA, USA, October 25-29, 1992}, pages = {383--392}, publisher = {Morgan Kaufmann}, year = {1992}, timestamp = {Fri, 22 Jun 2018 07:35:19 +0200}, biburl = {https://dblp.org/rec/conf/kr/GreinerS92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pods/Greiner92, author = {Russell Greiner}, editor = {Moshe Y. Vardi and Paris C. Kanellakis}, title = {Learning Efficient Query Processing Strategies}, booktitle = {Proceedings of the Eleventh {ACM} {SIGACT-SIGMOD-SIGART} Symposium on Principles of Database Systems, June 2-4, 1992, San Diego, California, {USA}}, pages = {33--46}, publisher = {{ACM} Press}, year = {1992}, url = {https://doi.org/10.1145/137097.137106}, doi = {10.1145/137097.137106}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pods/Greiner92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Greiner91, author = {Russell Greiner}, title = {Finding Optimal Derivation Strategies in Redundant Knowledge Bases}, journal = {Artif. Intell.}, volume = {50}, number = {1}, pages = {95--115}, year = {1991}, url = {https://doi.org/10.1016/0004-3702(91)90092-X}, doi = {10.1016/0004-3702(91)90092-X}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Greiner91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GreinerE91, author = {Russell Greiner and Charles Elkan}, editor = {John Mylopoulos and Raymond Reiter}, title = {Measuring and Improving the Effectiveness of Representations}, booktitle = {Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, Australia, August 24-30, 1991}, pages = {518--524}, publisher = {Morgan Kaufmann}, year = {1991}, url = {http://ijcai.org/Proceedings/91-1/Papers/080.pdf}, timestamp = {Tue, 20 Aug 2019 16:18:13 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GreinerE91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/GreinerO91, author = {Russell Greiner and Pekka Orponen}, editor = {James F. Allen and Richard Fikes and Erik Sandewall}, title = {Probably Approximately Optimal Derivation Strategies}, booktitle = {Proceedings of the 2nd International Conference on Principles of Knowledge Representation and Reasoning (KR'91). Cambridge, MA, USA, April 22-25, 1991}, pages = {277--288}, publisher = {Morgan Kaufmann}, year = {1991}, timestamp = {Fri, 18 May 2012 15:02:59 +0200}, biburl = {https://dblp.org/rec/conf/kr/GreinerO91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/OrponenG90, author = {Pekka Orponen and Russell Greiner}, editor = {Mark A. Fulk and John Case}, title = {On the Sample Complexity of Finding Good Search Strategies}, booktitle = {Proceedings of the Third Annual Workshop on Computational Learning Theory, {COLT} 1990, University of Rochester, Rochester, NY, USA, August 6-8, 1990}, pages = {352--358}, publisher = {Morgan Kaufmann}, year = {1990}, url = {http://dl.acm.org/citation.cfm?id=92668}, timestamp = {Fri, 23 Dec 2011 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/OrponenG90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/GreinerSW89, author = {Russell Greiner and Barbara A. Smith and Ralph W. Wilkerson}, title = {A Correction to the Algorithm in Reiter's Theory of Diagnosis}, journal = {Artif. Intell.}, volume = {41}, number = {1}, pages = {79--88}, year = {1989}, url = {https://doi.org/10.1016/0004-3702(89)90079-9}, doi = {10.1016/0004-3702(89)90079-9}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/GreinerSW89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Greiner89, author = {Russell Greiner}, editor = {Alberto Maria Segre}, title = {Towards a Formal Analysis of {EBL}}, booktitle = {Proceedings of the Sixth International Workshop on Machine Learning {(ML} 1989), Cornell University, Ithaca, New York, USA, June 26-27, 1989}, pages = {450--453}, publisher = {Morgan Kaufmann}, year = {1989}, timestamp = {Thu, 05 Dec 2002 12:38:01 +0100}, biburl = {https://dblp.org/rec/conf/icml/Greiner89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GreinerL89, author = {Russell Greiner and J. Likuski}, editor = {N. S. Sridharan}, title = {Incorporating Redundant Learned Rules: {A} Preliminary Formal Analysis of {EBL}}, booktitle = {Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, MI, USA, August 1989}, pages = {744--749}, publisher = {Morgan Kaufmann}, year = {1989}, url = {http://ijcai.org/Proceedings/89-1/Papers/119.pdf}, timestamp = {Tue, 20 Aug 2019 16:17:51 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GreinerL89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Greiner88, author = {Russell Greiner}, title = {Learning by Understanding Analogies}, journal = {Artif. Intell.}, volume = {35}, number = {1}, pages = {81--125}, year = {1988}, url = {https://doi.org/10.1016/0004-3702(88)90032-X}, doi = {10.1016/0004-3702(88)90032-X}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Greiner88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ci/Greiner88, author = {Russell Greiner}, title = {Against the unjustified use of probabilities}, journal = {Comput. Intell.}, volume = {4}, pages = {79--83}, year = {1988}, url = {https://doi.org/10.1111/j.1467-8640.1988.tb00098.x}, doi = {10.1111/J.1467-8640.1988.TB00098.X}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ci/Greiner88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Greinera88, author = {Russell Greiner}, title = {A Review of Machine Learning at {AAAI-87}}, journal = {Mach. Learn.}, volume = {3}, pages = {79--92}, year = {1988}, url = {https://doi.org/10.1007/BF00115011}, doi = {10.1007/BF00115011}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Greinera88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LeeMGR88, author = {S. Lee and Evangelos E. Milios and Russell Greiner and James R. Rossiter}, title = {Signal abstractions in the machine analysis of radar signals for ice profiling}, booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '88, New York, New York, USA, April 11-14, 1988}, pages = {1224--1227}, publisher = {{IEEE}}, year = {1988}, url = {https://doi.org/10.1109/ICASSP.1988.196821}, doi = {10.1109/ICASSP.1988.196821}, timestamp = {Mon, 09 Aug 2021 14:54:02 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LeeMGR88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/us/Greiner85, author = {Russell Greiner}, title = {Learning by understanding analogies}, school = {Stanford University, {USA}}, year = {1985}, url = {https://searchworks.stanford.edu/view/1190667}, timestamp = {Tue, 23 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/us/Greiner85.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GreinerG83, author = {Russell Greiner and Michael R. Genesereth}, editor = {Alan Bundy}, title = {What's New? {A} Semantic Definition of Novelty}, booktitle = {Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, FRG, August 1983}, pages = {450--454}, publisher = {William Kaufmann}, year = {1983}, url = {http://ijcai.org/Proceedings/83-1/Papers/108.pdf}, timestamp = {Tue, 20 Aug 2019 16:18:54 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GreinerG83.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GreinerL80, author = {Russell Greiner and Douglas B. Lenat}, editor = {Robert Balzer}, title = {A Representation Language Language}, booktitle = {Proceedings of the 1st Annual National Conference on Artificial Intelligence, Stanford University, CA, USA, August 18-21, 1980}, pages = {165--169}, publisher = {{AAAI} Press/MIT Press}, year = {1980}, url = {http://www.aaai.org/Library/AAAI/1980/aaai80-047.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GreinerL80.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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