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@proceedings{DBLP:conf/mod/2023-1,
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 {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-53969-5},
doi = {10.1007/978-3-031-53969-5},
isbn = {978-3-031-53968-8},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2023-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ArellanoOKC23,
author = {Silvia Arellano and
Beatriz Otero and
Tomasz Piotr Kucner and
Ramon Canal},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A 3D Terrain Generator: Enhancing Robotics Simulations with GANs},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {212--226},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_17},
doi = {10.1007/978-3-031-53969-5\_17},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ArellanoOKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AtmakuruFNB23,
author = {Akhila Atmakuru and
Giuseppe Di Fatta and
Giuseppe Nicosia 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 = {Improved Filter-Based Feature Selection Using Correlation and Clustering
Techniques},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {379--389},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_28},
doi = {10.1007/978-3-031-53969-5\_28},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AtmakuruFNB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BandiG23,
author = {N{\'{a}}ndor B{\'{a}}ndi 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 = {Solving Continuous Optimization Problems with a New Hyperheuristic
Framework},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {116--130},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_10},
doi = {10.1007/978-3-031-53969-5\_10},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BandiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BellarminoCS23,
author = {Nicol{\`{o}} Bellarmino and
Riccardo Cantoro and
Giovanni Squillero},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{U-FLEX:} Unsupervised Feature Learning with Evolutionary eXploration},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {364--378},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_27},
doi = {10.1007/978-3-031-53969-5\_27},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BellarminoCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BoldiniDABB23,
author = {Giacomo Boldini and
Alessio Diana and
Vincenzo Arceri and
Vincenzo Bonnici and
Roberto Bagnara},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Machine Learning Approach for Source Code Similarity via Graph-Focused
Features},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {53--67},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_5},
doi = {10.1007/978-3-031-53969-5\_5},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BoldiniDABB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BonfiglioCM23,
author = {Alessio Bonfiglio and
Marco Cannici and
Matteo Matteucci},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {SoftCut: {A} Fully Differentiable Relaxed Graph Cut Approach for Deep
Learning Image Segmentation},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {497--511},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_37},
doi = {10.1007/978-3-031-53969-5\_37},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BonfiglioCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CheirmposTKT23,
author = {Georgios Cheirmpos and
Seyed Amin Tabatabaei and
Evangelos Kanoulas and
Georgios Tsatsaronis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Benchmarking Named Entity Recognition Approaches for Extracting Research
Infrastructure Information from Text},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {131--141},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_11},
doi = {10.1007/978-3-031-53969-5\_11},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CheirmposTKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DoganP23,
author = {Vedat Dogan and
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 = {Bilevel Optimization by Conditional Bayesian Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {243--258},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_19},
doi = {10.1007/978-3-031-53969-5\_19},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/DoganP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/EscamillaD23,
author = {Jose E. Aguilar Escamilla and
Dimitrios I. Diochnos},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Perceptrons Under Verifiable Random Data Corruption},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {93--103},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_8},
doi = {10.1007/978-3-031-53969-5\_8},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/EscamillaD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FalissardAN23,
author = {Louis Falissard and
S{\'{e}}verine Affeldt and
Mohamed Nadif},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Attentive Perturbation: Extending Prefix Tuning to Large Language
Models Inner Representations},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {488--496},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_36},
doi = {10.1007/978-3-031-53969-5\_36},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/FalissardAN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FerrazRLPVC23,
author = {Filipe Ferraz and
Diogo Ribeiro and
Marta B. Lopes and
S{\'{o}}nia Pedro and
Susana Vinga and
Alexandra M. Carvalho},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Comparative Analysis of Machine Learning Models for Time-Series Forecasting
of Escherichia Coli Contamination in Portuguese Shellfish Production
Areas},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {174--188},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_14},
doi = {10.1007/978-3-031-53969-5\_14},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/FerrazRLPVC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GilboaFreedman23,
author = {Gail Gilboa{-}Freedman},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {The Price of Data Processing: Impact on Predictive Model Performance},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {189--196},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_15},
doi = {10.1007/978-3-031-53969-5\_15},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GilboaFreedman23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GujarGR23,
author = {Ameya Gujar and
Tanu Gupta and
Sudip Roy},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Hybrid Model for Impact Analysis of Climate Change on Droughts in
Indian Region},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {227--242},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_18},
doi = {10.1007/978-3-031-53969-5\_18},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GujarGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HajebrahimiSKK23,
author = {Alireza Hajebrahimi and
Michael Evan Santoso and
M{\'{a}}t{\'{e}} Kov{\'{a}}cs and
Victor V. Kryssanov},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Few-Shot Learning for Character Recognition in Persian Historical
Documents},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {259--273},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_20},
doi = {10.1007/978-3-031-53969-5\_20},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HajebrahimiSKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HellwigF23,
author = {Michael Hellwig and
Steffen Finck},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Joining Emission Data from Diverse Economic Activity Taxonomies with
Evolution Strategies},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {415--429},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_31},
doi = {10.1007/978-3-031-53969-5\_31},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/HellwigF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HosniS23,
author = {Omaimah Al Hosni and
Andrew J. Starkey},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Can Complexity Measures and Instance Hardness Measures Reflect the
Actual Complexity of Microarray Data?},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {445--462},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_33},
doi = {10.1007/978-3-031-53969-5\_33},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/HosniS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JulkaG23,
author = {Sahib Julka and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Knowledge Distillation with Segment Anything {(SAM)} Model for Planetary
Geological Mapping},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {68--77},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_6},
doi = {10.1007/978-3-031-53969-5\_6},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JulkaG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JulkaIG23,
author = {Sahib Julka and
Rodion Ishmukhametov and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Deep Active Learning with Concept Drifts for Detection of Mercury's
Bow Shock and Magnetopause Crossings},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {390--404},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_29},
doi = {10.1007/978-3-031-53969-5\_29},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/JulkaIG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Kalinichenko23,
author = {Vera Kalinichenko},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Leverage Mathematics' Capability to Compress and Generalize as Application
of {ML} Embedding Extraction from LLMs and Its Adaptation in the Automotive
Space},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {15--23},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_2},
doi = {10.1007/978-3-031-53969-5\_2},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Kalinichenko23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiSKK23,
author = {Ang Li and
Peter J. Stuckey and
Sven Koenig and
T. K. Satish Kumar},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A FastMap-Based Framework for Efficiently Computing Top-K Projected
Centrality},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {158--173},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_13},
doi = {10.1007/978-3-031-53969-5\_13},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LiSKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LungS23,
author = {Rodica Ioana Lung and
Mihai{-}Alexandru Suciu},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {An Evolutionary Approach to Feature Selection and Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {333--347},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_25},
doi = {10.1007/978-3-031-53969-5\_25},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LungS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MaierHKW23,
author = {Dennis Maier and
Matthias L. Hemmje and
Zoran Kikic and
Frank Wefers},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Real-Time Emotion Recognition in Online Video Conferences for Medical
Consultations},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {479--487},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_35},
doi = {10.1007/978-3-031-53969-5\_35},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MaierHKW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MajumdarP23,
author = {Srijoni Majumdar and
Evangelos Pournaras},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Consensus-Based Participatory Budgeting for Legitimacy: Decision Support
via Multi-agent Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {1--14},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_1},
doi = {10.1007/978-3-031-53969-5\_1},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MajumdarP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/NasutaKLS23,
author = {Alexander Nasuta and
Marco Kemmerling and
Daniel L{\"{u}}tticke and
Robert H. Schmitt},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Reward Shaping for Job Shop Scheduling},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {197--211},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_16},
doi = {10.1007/978-3-031-53969-5\_16},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/NasutaKLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/NovakC23,
author = {Jir{\'{\i}} Nov{\'{a}}k and
Peter Chud{\'{y}}},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Dynamic Soaring in Uncertain Wind Conditions: Polynomial Chaos Expansion
Approach},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {104--115},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_9},
doi = {10.1007/978-3-031-53969-5\_9},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/NovakC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/OliveiraGBA23,
author = {Maria Alexandra Oliveira and
Lu{\'{\i}}s Guimar{\~{a}}es and
Jos{\'{e}} Lu{\'{\i}}s Borges and
Bernardo Almada{-}Lobo},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Data-Driven Monitoring Approach for Diagnosing Quality Degradation
in a Glass Container Process},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {288--302},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_22},
doi = {10.1007/978-3-031-53969-5\_22},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/OliveiraGBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PaquetVML23,
author = {Eric Paquet and
Herna L. Viktor and
Wojtek Michalowski and
Gabriel St{-}Pierre Lemieux},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {ProVolOne - Protein Volume Prediction Using a Multi-attention, Multi-resolution
Deep Neural Network and Finite Element Analysis},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {274--287},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_21},
doi = {10.1007/978-3-031-53969-5\_21},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/PaquetVML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PendyalaDGA23,
author = {Abhijeet Pendyala and
Justin Dettmer and
Tobias Glasmachers and
Asma Atamna},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {ContainerGym: {A} Real-World Reinforcement Learning Benchmark for
Resource Allocation},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {78--92},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_7},
doi = {10.1007/978-3-031-53969-5\_7},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/PendyalaDGA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RamlanM23,
author = {Fitria Wulandari Ramlan and
James McDermott},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Genetic Programming with Synthetic Data for Interpretable Regression
Modelling and Limited Data},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {142--157},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_12},
doi = {10.1007/978-3-031-53969-5\_12},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/RamlanM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Selitskiy23,
author = {Stanislav Selitskiy},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {"It Looks All the Same to Me": Cross-Index Training for Long-Term
Financial Series Prediction},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {348--363},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_26},
doi = {10.1007/978-3-031-53969-5\_26},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Selitskiy23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SenguptaRP23,
author = {Rakesh Sengupta and
Surampudi Bapi Raju and
Anindya Pattanayak},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Exploring Emergent Properties of Recurrent Neural Networks Using a
Novel Energy Function Formalism},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {303--317},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_23},
doi = {10.1007/978-3-031-53969-5\_23},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SenguptaRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SliackaMCKL23,
author = {Maria Sliacka and
Michael N. Mistry and
Roberto Calandra and
Ville Kyrki and
Kevin Sebastian Luck},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Co-imagination of Behaviour and Morphology of Agents},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {318--332},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_24},
doi = {10.1007/978-3-031-53969-5\_24},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SliackaMCKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TouatSPG23,
author = {Ousmane Touat and
Julian Stier and
Pierre{-}Edouard Portier and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{GRAN} Is Superior to GraphRNN: Node Orderings, Kernel- and Graph
Embeddings-Based Metrics for Graph Generators},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {430--444},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_32},
doi = {10.1007/978-3-031-53969-5\_32},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TouatSPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/UghiLM23,
author = {Riccardo Ughi and
Eugenio Lomurno and
Matteo Matteucci},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Two Steps Forward and One Behind: Rethinking Time Series Forecasting
with Deep Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {463--478},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_34},
doi = {10.1007/978-3-031-53969-5\_34},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/UghiLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VargaKRRLR23,
author = {Johannes Varga and
Emil Karlsson and
G{\"{u}}nther R. Raidl and
Elina R{\"{o}}nnberg and
Fredrik Lindsten and
Tobias Rodemann},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Speeding Up Logic-Based Benders Decomposition by Strengthening Cuts
with Graph Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {24--38},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_3},
doi = {10.1007/978-3-031-53969-5\_3},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/VargaKRRLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VindhyaPSS23,
author = {Lakshmi Sree Vindhya and
R. Gnana Prasanna and
Rakesh Sengupta and
Anuj Shukla},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Modeling Primacy, Recency, and Cued Recall in Serial Memory Task Using
On-Center Off-Surround Recurrent Neural Network},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {405--414},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_30},
doi = {10.1007/978-3-031-53969-5\_30},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/VindhyaPSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ZaleshinaZ23,
author = {Margarita Zaleshina and
Alexander Zaleshin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Flocking Method for Identifying of Neural Circuits in Optogenetic
Datasets},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {39--52},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_4},
doi = {10.1007/978-3-031-53969-5\_4},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ZaleshinaZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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