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@proceedings{DBLP:conf/mod/2023-2,
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-53966-4},
doi = {10.1007/978-3-031-53966-4},
isbn = {978-3-031-53965-7},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AnagnostouPT23,
author = {Panagiotis Anagnostou and
Nicos G. Pavlidis and
Sotiris K. Tasoulis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Ensemble Clustering for Boundary Detection in High-Dimensional Data},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {324--333},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_24},
doi = {10.1007/978-3-031-53966-4\_24},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AnagnostouPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ArellanoOT23,
author = {Silvia Arellano and
Beatriz Otero and
Rub{\'{e}}n Tous},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Exploring Image Transformations with Diffusion Models: {A} Survey
of Applications and Implementation Code},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {19--33},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_2},
doi = {10.1007/978-3-031-53966-4\_2},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ArellanoOT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AtmakuruFNVB23,
author = {Akhila Atmakuru and
Giuseppe Di Fatta and
Giuseppe Nicosia and
Ali Varzandian and
Atta Badii},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Sensitivity Analysis for Feature Importance in Predicting Alzheimer's
Disease},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {449--465},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_33},
doi = {10.1007/978-3-031-53966-4\_33},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AtmakuruFNVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BeckmannB23,
author = {Sven Beckmann and
Bernhard Bauer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Evaluation of Selected Autoencoders in the Context of End-User Experience
Management},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {222--236},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_17},
doi = {10.1007/978-3-031-53966-4\_17},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BeckmannB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BruniPV23,
author = {Maria Elena Bruni and
Guido Perboli and
Filippo Velardocchia},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{LSTM} Noise Robustness: {A} Case Study for Heavy Vehicles},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {311--323},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_23},
doi = {10.1007/978-3-031-53966-4\_23},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BruniPV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BuiXPQX23,
author = {Kevin Bui and
Fanghui Xue and
Fredrick Park and
Yingyong Qi and
Jack Xin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Proximal Algorithm for Network Slimming},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {69--83},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_6},
doi = {10.1007/978-3-031-53966-4\_6},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BuiXPQX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CeschiaGRS23,
author = {Sara Ceschia and
Luca Di Gaspero and
Roberto Maria Rosati and
Andrea Schaerf},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial
Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {206--221},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_16},
doi = {10.1007/978-3-031-53966-4\_16},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CeschiaGRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ChaubeyS23,
author = {Punit Kumar Chaubey and
Shyam Sundar},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Hybrid Steady-State Genetic Algorithm for the Minimum Conflict Spanning
Tree Problem},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {192--205},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_15},
doi = {10.1007/978-3-031-53966-4\_15},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ChaubeyS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/EngelhardtRLWK23,
author = {Raphael C. Engelhardt and
Ralitsa Raycheva and
Moritz Lange and
Laurenz Wiskott and
Wolfgang Konen},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{\"{O}}kolopoly: Case Study on Large Action Spaces in Reinforcement
Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {109--123},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_9},
doi = {10.1007/978-3-031-53966-4\_9},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/EngelhardtRLWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GideyHKK23,
author = {Habtom Kahsay Gidey and
Peter Hillmann and
Andreas Karcher and
Alois Knoll},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {User-Like Bots for Cognitive Automation: {A} Survey},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {388--402},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_29},
doi = {10.1007/978-3-031-53966-4\_29},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GideyHKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HeikBR23,
author = {David Heik and
Fouad Bahrpeyma and
Dirk Reichelt},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling
Problem in Manufacturing Systems},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {237--254},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_18},
doi = {10.1007/978-3-031-53966-4\_18},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HeikBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JheeYKS23,
author = {Jong Ho Jhee and
Jeongheun Yeon and
Yoonshin Kwak and
Hyunjung Shin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Multi-scale Heat Kernel Graph Network for Graph Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {270--282},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_20},
doi = {10.1007/978-3-031-53966-4\_20},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/JheeYKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KingphaiM23,
author = {Kunjira Kingphai and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {On Channel Selection for EEG-Based Mental Workload Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {403--417},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_30},
doi = {10.1007/978-3-031-53966-4\_30},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KingphaiM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KronqvistLRZ23,
author = {Jan Kronqvist and
Boda Li and
Jan Rolfes and
Shudian Zhao},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Alternating Mixed-Integer Programming and Neural Network Training
for Approximating Stochastic Two-Stage Problems},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {124--139},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_10},
doi = {10.1007/978-3-031-53966-4\_10},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KronqvistLRZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LangeKEKW23,
author = {Moritz Lange and
Noah Krystiniak and
Raphael C. Engelhardt and
Wolfgang Konen and
Laurenz Wiskott},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Improving Reinforcement Learning Efficiency with Auxiliary Tasks in
Non-visual Environments: {A} Comparison},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {177--191},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_14},
doi = {10.1007/978-3-031-53966-4\_14},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LangeKEKW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LeoneMS23,
author = {Renato De Leone and
Francesca Maggioni and
Andrea Spinelli},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Multiclass Robust Twin Parametric Margin Support Vector Machine
with an Application to Vehicles Emissions},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {299--310},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_22},
doi = {10.1007/978-3-031-53966-4\_22},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LeoneMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiYLGDB23,
author = {Jiye Li and
Yun Yin and
Daniel Lafond and
Alireza Ghasemi and
Claver Diallo and
Eric Bertrand},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Integrated Human-AI Forecasting for Preventive Maintenance Task Duration
Estimation},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {3--18},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_1},
doi = {10.1007/978-3-031-53966-4\_1},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LiYLGDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiuWY23,
author = {Zijun Liu and
Xinxin Wu and
Wei Yao},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Social Media Analysis: The Relationship Between Private Investors
and Stock Price},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {45--54},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_4},
doi = {10.1007/978-3-031-53966-4\_4},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LiuWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MartinV23,
author = {Andrea Martin and
Kristen Brent Venable},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Decision-Making over Compact Preference Structures},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {373--387},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_28},
doi = {10.1007/978-3-031-53966-4\_28},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MartinV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/McGuireM23,
author = {Niall McGuire and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {On Ensemble Learning for Mental Workload Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {358--372},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_27},
doi = {10.1007/978-3-031-53966-4\_27},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/McGuireM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/McGuireM23a,
author = {Niall McGuire and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {What Song Am {I} Thinking Of?},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {418--432},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_31},
doi = {10.1007/978-3-031-53966-4\_31},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/McGuireM23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MittermaierSB23,
author = {Michael Mittermaier and
Takfarinas Saber and
Goetz Botterweck},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Learning Graph Configuration Spaces with Graph Embedding in Engineering
Domains},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {334--348},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_25},
doi = {10.1007/978-3-031-53966-4\_25},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MittermaierSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PomorskiG23,
author = {Piotr Pomorski and
Denise Gorse},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Improving Portfolio Performance Using a Novel Method for Predicting
Financial Regimes},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {94--108},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_8},
doi = {10.1007/978-3-031-53966-4\_8},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/PomorskiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Prestwich23,
author = {Steven D. Prestwich},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Solving Mixed Influence Diagrams by Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {255--269},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_19},
doi = {10.1007/978-3-031-53966-4\_19},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Prestwich23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Rinkus23,
author = {Gerard Rinkus},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Radically New Theory of How the Brain Represents and Computes with
Probabilities},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {466--480},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_34},
doi = {10.1007/978-3-031-53966-4\_34},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Rinkus23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SalhiW23,
author = {Tarek Salhi and
John R. Woodward},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{SMBOX:} {A} Scalable and Efficient Method for Sequential Model-Based
Parameter Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {149--162},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_12},
doi = {10.1007/978-3-031-53966-4\_12},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SalhiW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SantosS23,
author = {Jos{\'{e}} Diogo Marques dos Santos and
Jos{\'{e}} Paulo Marques dos Santos},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Path-Weights and Layer-Wise Relevance Propagation for Explainability
of ANNs with fMRI Data},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {433--448},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_32},
doi = {10.1007/978-3-031-53966-4\_32},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SantosS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SheremetovLDLL23,
author = {Leonid Sheremetov and
Luis A. Lopez{-}Pe{\~{n}}a and
Gabriela B. D{\'{\i}}az{-}Cortes and
Dennys A. Lopez{-}Falcon and
Erick E. Luna{-}Rojero},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Deep Learning Model of Two-Phase Fluid Transport Through Fractured
Media: {A} Real-World Case Study},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {55--68},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_5},
doi = {10.1007/978-3-031-53966-4\_5},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SheremetovLDLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SrinivasanBMB23,
author = {Sruthi Srinivasan and
Emilia Butters and
Flavia Mancini and
Gemma Bale},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Towards an Interpretable Functional Image-Based Classifier: Dimensionality
Reduction of High-Density Diffuse Optical Tomography Data},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {351--357},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_26},
doi = {10.1007/978-3-031-53966-4\_26},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SrinivasanBMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TasnadiG23,
author = {Zolt{\'{a}}n Tasn{\'{a}}di and
No{\'{e}}mi Gask{\'{o}}},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Heaviest and Densest Subgraph Computation for Binary Classification.
{A} Case Study},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {140--148},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_11},
doi = {10.1007/978-3-031-53966-4\_11},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TasnadiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TongLSW23,
author = {Bruce Kwong{-}Bun Tong and
Wing Cheong Lau and
Chi Wan Sung and
Wing Shing Wong},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{PROS-C:} Accelerating Random Orthogonal Search for Global Optimization
Using Crossover},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {283--298},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_21},
doi = {10.1007/978-3-031-53966-4\_21},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TongLSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Turinici23,
author = {Gabriel Turinici},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Diversity in Deep Generative Models and Generative {AI}},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {84--93},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_7},
doi = {10.1007/978-3-031-53966-4\_7},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Turinici23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/UnalAKAG23,
author = {Erdem {\"{U}}nal and
Ugur Aydin and
Murat Koras and
Baris Akg{\"{u}}n and
Mehmet G{\"{o}}nen},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Geolocation Risk Scores for Credit Scoring Models},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {34--44},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_3},
doi = {10.1007/978-3-031-53966-4\_3},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/UnalAKAG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/YunKS23,
author = {Taehwan Yun and
Myung Jun Kim and
Hyunjung Shin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Accelerated Graph Integration with Approximation of Combining Parameters},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {163--176},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_13},
doi = {10.1007/978-3-031-53966-4\_13},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/YunKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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