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@proceedings{DBLP:conf/mod/2021-2,
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-95470-3},
doi = {10.1007/978-3-030-95470-3},
isbn = {978-3-030-95469-7},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2021-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AdouaniS21,
author = {Ines Adouani and
Chafik Samir},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {An Optimization Method for Accurate Nonparametric Regressions on Stiefel
Manifolds},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {325--337},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_25},
doi = {10.1007/978-3-030-95470-3\_25},
timestamp = {Mon, 07 Feb 2022 17:57:40 +0100},
biburl = {https://dblp.org/rec/conf/mod/AdouaniS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AshfaqLN21,
author = {Awais Ashfaq and
Markus Lingman and
Slawomir Nowaczyk},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {{KAFE:} Knowledge and Frequency Adapted Embeddings},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {132--146},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_10},
doi = {10.1007/978-3-030-95470-3\_10},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AshfaqLN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AspertiEM21,
author = {Andrea Asperti and
Davide Evangelista and
Moreno Marzolla},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Dissecting FLOPs Along Input Dimensions for GreenAI Cost Estimations},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {86--100},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_7},
doi = {10.1007/978-3-030-95470-3\_7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AspertiEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AsprinoBMMP21,
author = {Luigi Asprino and
Luana Bulla and
Ludovica Marinucci and
Misael Mongiov{\`{\i}} and
Valentina Presutti},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Large Visual Question Answering Dataset for Cultural Heritage},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {193--197},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_14},
doi = {10.1007/978-3-030-95470-3\_14},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AsprinoBMMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AssafFN21,
author = {Osama Assaf and
Giuseppe Di Fatta and
Giuseppe Nicosia},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Multivariate {LSTM} for Stock Market Volatility Prediction},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {531--544},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_40},
doi = {10.1007/978-3-030-95470-3\_40},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AssafFN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AzeemZ21,
author = {Ibraheem Azeem and
Moayid Ali Zaidi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Zero-Shot Learning-Based Detection of Electric Insulators in the Wild},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {213--225},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_16},
doi = {10.1007/978-3-030-95470-3\_16},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AzeemZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AzzamOS21,
author = {Joy Azzam and
Benjamin W. Ong and
Allan A. Struthers},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Randomized Iterative Methods for Matrix Approximation},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {226--240},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_17},
doi = {10.1007/978-3-030-95470-3\_17},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AzzamOS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BasakPBV21,
author = {Subhasish Basak and
S{\'{e}}bastien Petit and
Julien Bect and
Emmanuel V{\'{a}}zquez},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian
Process Interpolation},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {116--131},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_9},
doi = {10.1007/978-3-030-95470-3\_9},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BasakPBV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BayramUAAB21,
author = {Baris Bayram and
B{\"{u}}sra {\"{U}}lk{\"{u}} and
G{\"{o}}zde Aydin and
Raha Akhavan{-}Tabatabaei and
Bur{\c{c}}in Bozkaya},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Machine Learning Approach to Daily Capacity Planning in E-Commerce
Logistics},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {45--50},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_4},
doi = {10.1007/978-3-030-95470-3\_4},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BayramUAAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BonniciCF21,
author = {Vincenzo Bonnici and
Andrea Cracco and
Giuditta Franco},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A k-mer Based Sequence Similarity for Pangenomic Analyses},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {31--44},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_3},
doi = {10.1007/978-3-030-95470-3\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BonniciCF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BousninaG21,
author = {Dhekra Bousnina and
Gilles Guerassimoff},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Deep Reinforcement Learning for Optimal Energy Management of Multi-energy
Smart Grids},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {15--30},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_2},
doi = {10.1007/978-3-030-95470-3\_2},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BousninaG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CartaPRS21,
author = {Salvatore Carta and
Alessandro Sebastian Podda and
Diego Reforgiato Recupero and
Maria Madalina Stanciu},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Explainable {AI} for Financial Forecasting},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {51--69},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_5},
doi = {10.1007/978-3-030-95470-3\_5},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CartaPRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ChondrodimaGPT21,
author = {Eva Chondrodima and
Harris V. Georgiou and
Nikos Pelekis and
Yannis Theodoridis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Public Transport Arrival Time Prediction Based on {GTFS} Data},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {481--495},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_36},
doi = {10.1007/978-3-030-95470-3\_36},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ChondrodimaGPT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/EnslinSKBL21,
author = {Chrismarie Enslin and
Vladimir Samsonov and
Hans{-}Georg K{\"{o}}pken and
Schirin B{\"{a}}r and
Daniel L{\"{u}}tticke},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Optimisation of a Workpiece Clamping Position with Reinforcement Learning
for Complex Milling Applications},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {261--276},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_20},
doi = {10.1007/978-3-030-95470-3\_20},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/EnslinSKBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FaganD21,
author = {Des Fagan and
Ruth Conroy Dalton},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {The Optimized Social Distance Lab - {A} Methodology for Automated
Building Layout Redesign for Social Distancing},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {496--501},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_37},
doi = {10.1007/978-3-030-95470-3\_37},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/FaganD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FranchiniRT21,
author = {Giorgia Franchini and
Valeria Ruggiero and
Ilaria Trombini},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Thresholding Procedure via Barzilai-Borwein Rules for the Steplength
Selection in Stochastic Gradient Methods},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {277--282},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_21},
doi = {10.1007/978-3-030-95470-3\_21},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/FranchiniRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GarciarenaVMS21,
author = {Unai Garciarena and
Jon Vadillo and
Alexander Mendiburu and
Roberto Santana},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Adversarial Perturbations for Evolutionary Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {408--422},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_31},
doi = {10.1007/978-3-030-95470-3\_31},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GarciarenaVMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GiuffridaRR21,
author = {Giovanni Giuffrida and
Francesco Mazzeo Rinaldi and
Andrea Russo},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Analyzing Communication Broadcasting in the Digital Space},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {518--530},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_39},
doi = {10.1007/978-3-030-95470-3\_39},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GiuffridaRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GrosseteteMCGL21,
author = {Lo{\"{\i}}c Grosset{\^{e}}te and
Alexandre Marois and
B{\'{e}}n{\'{e}}dicte Chatelais and
Christian Gagn{\'{e}} and
Daniel Lafond},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Active Learning for Capturing Human Decision Policies in a Data Frugal
Context},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {395--407},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_30},
doi = {10.1007/978-3-030-95470-3\_30},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GrosseteteMCGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HaiderHWS21,
author = {Abbas Haider and
Glenn I. Hawe and
Hui Wang and
Bryan W. Scotney},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Multi-Asset Market Making via Multi-Task Deep Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {353--364},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_27},
doi = {10.1007/978-3-030-95470-3\_27},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HaiderHWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Harpale21,
author = {Abhay Harpale},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Health Change Detection Using Temporal Transductive Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {178--192},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_13},
doi = {10.1007/978-3-030-95470-3\_13},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Harpale21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HuberR21,
author = {Marc Huber and
G{\"{u}}nther R. Raidl},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Learning Beam Search: Utilizing Machine Learning to Guide Beam Search
for Solving Combinatorial Optimization Problems},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {283--298},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_22},
doi = {10.1007/978-3-030-95470-3\_22},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/HuberR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JulkaSSG21,
author = {Sahib Julka and
Vishal Sowrirajan and
Joerg Schloetterer and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Conditional Generative Adversarial Networks for Speed Control in Trajectory
Simulation},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {436--450},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_33},
doi = {10.1007/978-3-030-95470-3\_33},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JulkaSSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KaringulaRTAJST21,
author = {Sankeerth Rao Karingula and
Nandini Ramanan and
Rasool Tahmasbi and
Mehrnaz Amjadi and
Deokwoo Jung and
Ricky Si and
Charanraj Thimmisetty and
Luisa F. Polan{\'{\i}}a and
Marjorie Sayer and
Jake Taylor and
Claudionor Nunes Coelho},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Boosted Embeddings for Time-Series Forecasting},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {1--14},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_1},
doi = {10.1007/978-3-030-95470-3\_1},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KaringulaRTAJST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LaganiFGA21a,
author = {Gabriele Lagani and
Fabrizio Falchi and
Claudio Gennaro and
Giuseppe Amato},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Evaluating Hebbian Learning in a Semi-supervised Setting},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {365--379},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_28},
doi = {10.1007/978-3-030-95470-3\_28},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LaganiFGA21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LatotzkeLG21,
author = {Cecilia Latotzke and
Johnson Loh and
Tobias Gemmeke},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Cascaded Classifier for Pareto-Optimal Accuracy-Cost Trade-Off Using
Off-the-Shelf ANNs},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {423--435},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_32},
doi = {10.1007/978-3-030-95470-3\_32},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LatotzkeLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiWX21,
author = {Zhijian Li and
Bao Wang and
Jack Xin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {An Integrated Approach to Produce Robust Deep Neural Network Models
with High Efficiency},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {451--465},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_34},
doi = {10.1007/978-3-030-95470-3\_34},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LiWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiZFHPS21,
author = {Ying Li and
Vitalii Zakhozhyi and
Yu Fu and
Joy He{-}Yueya and
Vishwa Pardeshi and
Luis J. Salazar},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Building Knowledge Base for the Domain of Economic Mobility of Older
Workers},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {246--260},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_19},
doi = {10.1007/978-3-030-95470-3\_19},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LiZFHPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MalfaMBPN21,
author = {Gabriele La Malfa and
Emanuele La Malfa and
Roman V. Belavkin and
Panos M. Pardalos and
Giuseppe Nicosia},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Distilling Financial Models by Symbolic Regression},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {502--517},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_38},
doi = {10.1007/978-3-030-95470-3\_38},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MalfaMBPN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/OrchelS21,
author = {Marcin Orchel and
Johan A. K. Suykens},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Improved Update Rule and Sampling of Stochastic Gradient Descent with
Extreme Early Stopping for Support Vector Machines},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {147--161},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_11},
doi = {10.1007/978-3-030-95470-3\_11},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/OrchelS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Regis21,
author = {Rommel G. Regis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Hybrid Surrogate-Assisted Accelerated Random Search and Trust Region
Approach for Constrained Black-Box Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {162--177},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_12},
doi = {10.1007/978-3-030-95470-3\_12},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Regis21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SchiewerW21,
author = {Robin Schiewer and
Laurenz Wiskott},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Modular Networks Prevent Catastrophic Interference in Model-Based
Multi-task Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {299--313},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_23},
doi = {10.1007/978-3-030-95470-3\_23},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SchiewerW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SchreursMFMS21,
author = {Joachim Schreurs and
Hannes De Meulemeester and
Micha{\"{e}}l Fanuel and
Bart De Moor and
Johan A. K. Suykens},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial
Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {466--480},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_35},
doi = {10.1007/978-3-030-95470-3\_35},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SchreursMFMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SelitskiyCS21,
author = {Stanislav Selitskiy and
Nikolaos Christou and
Natalya Selitskaya},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Using Statistical and Artificial Neural Networks Meta-learning Approaches
for Uncertainty Isolation in Face Recognition by the Established Convolutional
Models},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {338--352},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_26},
doi = {10.1007/978-3-030-95470-3\_26},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SelitskiyCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SimmABM21,
author = {Jaak Simm and
Adam Arany and
Edward De Brouwer and
Yves Moreau},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Expressive Graph Informer Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {198--212},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_15},
doi = {10.1007/978-3-030-95470-3\_15},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SimmABM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/StierDG21,
author = {Julian Stier and
Harshil Darji and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Experiments on Properties of Hidden Structures of Sparse Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {380--394},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_29},
doi = {10.1007/978-3-030-95470-3\_29},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/StierDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SuciuL21,
author = {Mihai{-}Alexandru Suciu and
Rodica Ioana Lung},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A New Nash-Probit Model for Binary Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {314--324},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_24},
doi = {10.1007/978-3-030-95470-3\_24},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SuciuL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VafaieVPM21,
author = {Parsa Vafaie and
Herna L. Viktor and
Eric Paquet and
Wojtek Michalowski},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Online Semi-supervised Learning from Evolving Data Streams with Meta-features
and Deep Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {70--85},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_6},
doi = {10.1007/978-3-030-95470-3\_6},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/VafaieVPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WangLS21,
author = {Ping Wang and
Renato De Leone and
Hongyan Sang},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Improved Migrating Birds Optimization Algorithm to Solve Hybrid Flowshop
Scheduling Problem with Lot-Streaming of Random Breakdown},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {241--245},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_18},
doi = {10.1007/978-3-030-95470-3\_18},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/WangLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WohllebenBPS21,
author = {Meike Wohlleben and
Amelie Bender and
Sebastian Peitz and
Walter Sextro},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Development of a Hybrid Modeling Methodology for Oscillating Systems
with Friction},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {101--115},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_8},
doi = {10.1007/978-3-030-95470-3\_8},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/WohllebenBPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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