Data Science in
Business, Finance
& Industry
Conferences
2019
2023
2025
 
 

Explainable Anomaly Detection Framework for Cybersecurity in Smart Manufacturing

               Thi Hien Nguyen; Kim Duc Tran; Kim Phuc Tran

 

A Study on the Development of the Classification Models Between Fallers and Non-Fallers with Wearable Sensors and Questionnaires in Older Adults

               Jungyeon Choi; Seung Woo Lee; Kwang Yoon Song

 

Predictive Maintenance Strategy for Aero-Engines Considering Remaining Useful Life Prediction Interval

               Lubing Wang; Xufeng Zhao

 

A Study on Comprehensive Judgment of Software Reliability Models Using Multi-Criteria Decision Methods

               Kwang Yoon Song; Youn Su Kim; In Hong Chang

 

Predictive Modeling for Thyroid Cancer Diagnosis Using XGBoost: A Data-Driven Approach with Enhanced Interpretability and Accuracy

               Tarun Jaiswal; Sujata Dash; Ganpati Panda

 

Multi-system Gaussian Process based Surrogate Modeling and Sequential Design for Expensive Computer Simulations

               Jiayu Dong; Jianguo Wu

 

Application of a New Model Based on Convolutional Autoencoder Denoising Technique And Few-Shot Learning In Bearing Fault Diagnosis

               Ying Chen; Mengshu Yang; Xufeng Zhao

 

Predictive Analysis of Customer Churn in Gasoline Markets: Exploring the Impact of Price Commitment

               Boyang Li; Xi Zhang

 

The Role of Artificial Intelligence in Transforming Human Resources Management within the Textile Industry: Opportunities, Challenges, and Ethical Considerations in the Age of Industry 5.0

               Nguyen Anh Luong; Laëtitia Roux; Christel Beaucourt; Kim Phuc Tran

 

A Comprehensive Approach to Tabular Data Classification: FT-Transformer Enhanced by KNN Imputation and ICA in Diabetes Classification

               Tho Nguyen; Hao Mai Xuan; Quoc-Thong Nguyen; Kim Duc Tran; Ludovic Koehl; Kim Phuc Tran

 

Anomaly Detection in Morphologies of Human Legs for the Implementation of Adaptive Leg Morphotypes and Medical Compression Stockings

               Timea Banfalvi; Dac Hieu Nguyen; Kim Duc Tran; Guillaume Tartare; Pascal Bruniaux; Xianyi Zeng

 

Intelligent Decision Support Systems for Supply Chain Management: Store Replenishment in Fashion Retailing

               Minh Anh Luong; Sébastien Thomassey; Kim Phuc Tran

 

Explainable Lightweight Federated Learning for Load Forecasting with Smart Meter Data

               Le Vu Hoang Duc; Ngo Van Uc; Kim Duc Tran; Ludovic Koehl; Kim Phuc Tran

 

Asset Returns Interval Forecasting: A Singular Spectral Analysis-Based Varying-Coefficient Autoregressive Conditional Interval Model

               Xingyu Dai; Roy Cerqueti; Dongna Zhang; Qunwei Wang

 

Information Completeness Assessment of Demand Posts on Social Media for Enhanced Disaster Response

               Cancan Zhang; Yudi Chen

 

Enhancing Valuation and Pricing in Private Equity through Machine Learning

               Cheikh Ahmadou Bamba Fall; Yoshiyuki Higuchi

 

A Machine Learning-Based Predictive Model for Prostate-Specific Antigen Screening: Insights from SHAP Values Analysis

               Yen Chun Huang; Yi-Ting Lin; Mingchih Chen; Him-Hua Ho

 

Individualism/Collectivism and Charitable Donations: An Empirical Analysis at the National, Regional, and Personal Levels

               Yan Cui; Zhi-Qiang Jiang; Li Wang; Wei-Xing Zhou

 

Research and Simulation of Omni-channel Return Strategies Considering Consumer Channel Preferences

               Qianyao Zhang; Qing Zhang; Qiuying Xiao; Jing Wang

 

A Bi-Level Framework for Modeling Two-Stage Electricity Spot Market Trading with Renewable Energy Participation

               Yining Zhang; Dequn Zhou; Hao Din

 

Joint Optimization of Equipment Predictive Maintenance and Spare Part Ordering Policy Considering Spare Part Types

               Yi Chen; Lan Chen; Xiaobing Ma; Fanping Wei; Li Yang