会议文集


文集名Machine Learning, Optimization, and Data Science
会议名10th International Conference on Machine Learning, Optimization, and Data Science (LOD 2024)
中译名《第十届国际机器学习、优化及数据科学会议，卷2》
会议日期September 22-25, 2024
会议地点Castiglione della Pescaia, Italy
出版年2025
馆藏号356547


题名作者出版年
Exploring Explainable Machine Learning for Enhanced Ship Performance MonitoringAyah Barhrhouj; Bouchra Ananou; Mustapha Ouladsine2025
Identifying Potential Key Point-of-Sale Customers Using Network CentralityEmir Yalcin; Kerem Kasikci; Remziye Gunes; Melih Guven; Murat Koras; Baris Akgun; Mehmet Gonen2025
Hyperparameter Optimization for Driving Strategies Based on Reinforcement LearningNihal Acharya Adde; Hanno Gottschalk; Andreas Ebert2025
Predicting Multiple Sclerosis Worsening Using Stratification-Based and Time-Dependent Variables Extracted from Routine Visits DataAlessandro Guazzo; Enrico Longato; Isotta Trescato; Erica Tavazzi; Adriano Chio; Umberto Manera; Grazia Zocco; Paola Cavalla; Marco Vercellino; Lara Ahmad; Eleonora Tavazzi; Roberto Bergamaschi; Rema Padman; Barbara Di Camillo2025
Predicting University Dropout Rates Using Machine Learning: UniCt CaseMiracula Vincenzo; Mazzeo Rinaldi Francesco; Giuffrida Giovanni2025
Investigating on Gradient Regularization for Testing Neural NetworksNicolo' Bellarmino; Alberto Bosio; Riccardo Cantoro; Annachiara Ruospo; Ernesto Sanchez; Giovanni Squillero2025
SKIE-SRL: Structured Key Information Extraction from Business Documents Using Statistical Relational LearningBirgit Kirsch; Xiang Yu; Nilesh Chakraborty; Niclas Doll; Sven Giesselbach; Stefan Rueping2025
Leveraging LLM-Powered Systems to Accelerate Mycobacterium Tuberculosis Research Step One: From Documents to the VectorstoreChristophe Guyeux; David Laiymani; Christophe Sola2025
Vegvisir: Probabilistic Model (VAE) for Viral T-Cell Epitope PredictionLys Sanz Moreta; Ibel Carri; Heli M. Garcia Alvarez; Morten Nielsen2025
Tiny Long-Short Term Memory Model for Resource-Constrained Prediction of Battery Cycle LifeYuchou Chang; Russell Thompson; Christopher Hixenbaugh2025
Compact Artificial Neural Network Models for Predicting Protein Residue - RNA Base BindingStanislav Selitskiy2025
FWin Transformer for Dengue Prediction Under Climate and Ocean InfluenceNhat Thanh Tran; Jack Xin; Guofa Zhou2025
ENGinnSAND: A Reference Dataset for Monocular Depth Prediction of Line StructuresHubert Bottesch; Christoph Angermann; Christian Laubichler; Constantin Kiesling; Markus Haltmeier2025
Topological Layering of Mouse Brain Activity in Light-Sheet Microscopy DatasetsMargarita Zaleshina; Alexander Zaleshin2025
A Constraint-Based Savings Algorithm for the Traveling Salesman ProblemSven Loffler; Petra Hofstedt2025
Gaussian Process Interpolation with Conformal Prediction: Methods and Comparative AnalysisAurelien Pion; Emmanuel Vazquez2025
Using Embeddings of Pre-trained Models for Cross-Database Dysarthria Detection: Supervised vs. Self-supervised ApproachSally Ismail; Margarita Anastassova; Mehdi Boukallel; Christian Bolzmacher; Mehdi Ammi2025
Personality Profiling for Literary Character Dialogue Agents with Human Level AttributesNicolay Rusnachenko; Huizhi Liang2025
Integrating Logit Space Embeddings for Reliable Out-of-Distribution DetectionVangjush Komini; Sarunas Girdzijauskas2025
A Computational Framework for Identifying Salient Moments in Motion Capture DataGabriele Romano; Sanket Rajeev Sabharwal; Giorgio Gnecco; Antonio Camurri2025
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