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10th LOD 2024, Castiglione della Pescaia, Italy - Part I
- Giuseppe Nicosia

, Varun Ojha
, Sven Giesselbach
, Panos M. Pardalos
, Renato Umeton
:
Machine Learning, Optimization, and Data Science - 10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22-25, 2024, Revised Selected Papers, Part I. Lecture Notes in Computer Science 15508, Springer 2025, ISBN 978-3-031-82480-7 - Xiaochen Chou

, Enza Messina
, Stein W. Wallace
:
Solving Two-Stage Stochastic Programming Problems via Machine Learning. 1-12 - Jirí Novák

, Jirí Hanák, Peter Chudý:
Weight-Varying Model Predictive Control for Coupled Cyber-Physical Systems: Aerial Grasping Study. 13-27 - Hanieh Khorashadizadeh, Jinghua Groppe, Jessica Lückert, Sanju Tiwari, Sven Groppe:

Assessing the Impact of Government Policies on Covid-19 Spread: A Machine Learning Approach. 28-42 - Maqsood Hussain Shah, Yue Ding, Shaoshu Zhu, Yingqi Gu, Mingming Liu:

Optimal Design and Implementation of an Open-Source Emulation Platform for User-Centric Shared E-mobility Services. 43-57 - Jean-Luc Blais-Amyot, Farzan Soleymani

, Eric Paquet
, Herna Lydia Viktor
:
Protein Sequence Generation Using Denoising Probabilistic Diffusion Model. 58-72 - Brian Whelan, Andrea Patane:

Individual Fairness in Generative Text Models. 73-91 - Víctor Gallego:

Refined Direct Preference Optimization with Synthetic Data for Behavioral Alignment of LLMs. 92-105 - Martti Lehto

:
Artificial Intelligence and Cyber Security. 106-117 - Vanni Zavarella

, Sergio Consoli
, Diego Reforgiato Recupero
, Gianni Fenu
:
Exploring Digital Health Trends in the Headlines via Knowledge Graph Analysis. 118-132 - Evan Crothers, Herna L. Viktor, Nathalie Japkowicz:

Robust Infidelity: When Faithfulness Measures on Masked Language Models Are Misleading. 133-147 - Cristina Molero-Río

, Claudia D'Ambrosio
:
Optimal Risk Scores for Continuous Predictors. 148-162 - Adil Khan, Omar A. Galarraga C., Sonia Garcia-Salicetti, Vincent Vigneron:

Post-Treatment Gait Prediction After Botulinum Toxin Injections Using Deep Learning with an Attention Mechanism. 163-177 - Sahib Julka, Ahmad Zubair, Michael Granitzer:

Leveraging Graph Networks and Generative Adversarial Networks for Controllable Trajectory Predictions. 178-192 - Marica Magagnini, Emilio Carrizosa

, Renato De Leone
:
Nearest Neighbors Counterfactuals. 193-208 - Martin Menabue, Emanuele Frascaroli, Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara:

An Attention-Based Representation Distillation Baseline for Multi-label Continual Learning. 209-223 - Gideon Mbiydzenyuy

, Håkan Sundell:
Pattern Detection in Abnormal District Heating Data. 224-239 - Valerio Bellandi

, Stefano Siccardi
:
Harnessing Graph Neural Networks for Pattern Classification in Heterogeneous Event Graphs. 240-255 - Willem Feijen, Koen Dekker, Stefan H. M. van Zwam:

Learn to Create Neighborhoods in Real-World Vehicle Routing Problem. 256-271 - Christofer Fellicious

, Stewart Sentanoe, Jelena Mitrovic
, Hans P. Reiser
, Michael Granitzer
:
PointerKex: A Pointer-Based SSH Key Extraction Method. 272-286 - Maria Tsiftsoglou, Magdalene Marinaki, Yannis Marinakis:

Addressing the Permutation Flowshop Scheduling with Grey Wolf Optimizer. 287-301 - Sathish Purushothaman, Julian Stier

, Michael Granitzer
:
MCGRAN: Multi-conditional Graph Generation for Neural Architecture Search. 302-316 - Saeid Rezaei

, Kenneth N. Brown:
Generative Reward Machine for Reinforcement Learning for Physical Internet Distribution Centre. 317-332 - Gianluca Bontempi

:
Between Accurate Prediction and Poor Decision Making: The AI/ML Gap. 333-343 - Zehao Liu

, Huizhi Liang
:
Cross-Metapath Based Hashing for Recommendation Systems. 344-358 - Tarek Salhi

, John R. Woodward
:
Beyond Iterative Tuning: Zero-Shot Hyperparameter Optimisation for Decision Trees. 359-374 - Jiye Li

, Imadeddine Aziez
, Raphaël Boudreault
, Daniel Lafond
:
Augmented Human-AI Forecasting for Ship Refit Project Scheduling: A Predict-then-Optimize Approach. 375-389 - Johannes Leveling

, Lennard Helmer
, Benny Jörg Stein
, Dennis Wegener, Zoha Sheikh
, Elanton Fernandes
, Hammam Abdelwahab:
Evaluation of Document Deduplication Algorithms for Large Text Corpora. 390-404 - Iulia Igescu

:
Hicks Traverse Meets O-F SVM: Belief Incoherence Attractors. 405-418 - Mohamed Allam, Noureddine Boujnah, Noel E. O'Connor, Mingming Liu:

Synthetic Time Series for Anomaly Detection in Cloud Microservices. 419-433 - Eva Anjo, Humberto Rocha

, Joana Dias
:
Radiotherapy Treatment Planning: An Integrated Optimization and Reinforcement Learning Approach. 434-447 - Ahmed E. Samy

, Zekarias T. Kefato
, Sarunas Girdzijauskas
:
Leap: Inductive Link Prediction via Learnable Topology Augmentation. 448-463 - Pedro Strecht

, João Mendes-Moreira, Carlos Soares
:
Estimating Completeness of Consensus Models: Geometrical and Distributional Approaches. 464-478 - Yavar Taheri Yeganeh

, Mohsen A. Jafari
, Andrea Matta
:
Active Inference Meeting Energy-Efficient Control of Parallel and Identical Machines. 479-493 - Nghiem Pham Thanh, Phan Hoang Tuan Trung, Nhi T. Le, Khiem Huynh Gia, Nam B. Tran, Bang Le Khanh, Ngan N. T. Kim, Trong D. P. Nguyen:

Clarifying the Fog: Evaluating and Enhancing User Comprehension of Android Data Safety Documents. 494-508

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