会议文集


文集名Machine Learning, Optimization, and Data Science
会议名9th International Conference on Machine Learning, Optimization, and Data Science (LOD 2023)
中译名《第九届国际机器学习、优化及数据科学会议，卷2》
会议日期September 22-26, 2023
会议地点Grasmere, UK
出版年2024
馆藏号351858


题名作者出版年
Integrated Human-AI Forecasting for Preventive Maintenance Task Duration EstimationJiye Li; Yun Yin; Daniel Lafond; Alireza Ghasemi; Claver Diallo; Eric Bertrand2024
Exploring Image Transformations with Diffusion Models: A Survey of Applications and Implementation CodeSilvia Arellano; Beatriz Otero; Ruben Tous2024
Geolocation Risk Scores for Credit Scoring ModelsErdem Unal; Ugur Aydin; Murat Koras; Baris Akgun; Mehmet Gonen2024
Social Media Analysis: The Relationship Between Private Investors and Stock PriceZijun Liu; Xinxin Wu; Wei Yao2024
Deep Learning Model of Two-Phase Fluid Transport Through Fractured Media: A Real-World Case StudyLeonid Sheremetov; Luis A. Lopez-Pena; Gabriela B. Diaz-Cortes; Dennys A. Lopez-Falcon; Erick E. Luna-Rojero2024
A Proximal Algorithm for Network SlimmingKevin Bui; Fanghui Xue; Fredrick Park; Yingyong Qi; Jack Xin2024
Diversity in Deep Generative Models and Generative AIGabriel Turinici2024
Improving Portfolio Performance Using a Novel Method for Predicting Financial RegimesPiotr Pomorski; Denise Gorse2024
Okolopoly: Case Study on Large Action Spaces in Reinforcement LearningRaphael C. Engelhardt; Ralitsa Raycheva; Moritz Lange; Laurenz Wiskott; Wolfgang Konen2024
Alternating Mixed-Integer Programming and Neural Network Training for Approximating Stochastic Two-Stage ProblemsJan Kronqvist; Boda Li; Jan Rolfes; Shudian Zhao2024
Heaviest and Densest Subgraph Computation for Binary Classification. A Case StudyZoltan Tasnadi; Noemi Gasko2024
SMBOX: A Scalable and Efficient Method for Sequential Model-Based Parameter OptimizationTarek Salhi; John Woodward2024
Accelerated Graph Integration with Approximation of Combining ParametersTaehwan Yun; Myung Jun Kim; Hyunjung Shin2024
Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-visual Environments: A ComparisonMoritz Lange; Noah Krystiniak; Raphael C. Engelhardt; Wolfgang Konen; Laurenz Wiskott2024
A Hybrid Steady-State Genetic Algorithm for the Minimum Conflict Spanning Tree ProblemPunit Kumar Chaubey; Shyam Sundar2024
Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial OptimizationSara Ceschia; Luca Di Gaspero; Roberto Maria Rosati; Andrea Schaerf2024
Evaluation of Selected Autoencoders in the Context of End-User Experience ManagementSven Beckmann; Bernhard Bauer2024
Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling Problem in Manufacturing SystemsDavid Heik; Fouad Bahrpeyma; Dirk Reichelt2024
Solving Mixed Influence Diagrams by Reinforcement LearningS. D. Prestwich2024
Multi-scale Heat Kernel Graph Network for Graph ClassificationJong Ho Jhee; Jeongheun Yeon; Yoonshin Kwak; Hyunjung Shin2024
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