主题词：Bayesian Methods and Mixture Models; Advanced Clustering Algorithms Research; Statistical Methods and Inference; Advanced Statistical Methods and Models; Statistical Methods and Bayesian Inference; Face and Expression Recognition; Sensory Analysis and Statistical Methods; Data Management and Algorithms; Gene expression and cancer classification; Time Series Analysis and Forecasting; Imbalanced Data Classification Techniques; Machine Learning and Data Classification; Complex Network Analysis Techniques; Blind Source Separation Techniques; Spectroscopy and Chemometric Analyses; Neural Networks and Applications; Data Mining Algorithms and Applications; Advanced Statistical Process Monitoring; Statistical Distribution Estimation and Applications; Anomaly Detection Techniques and Applications; Bayesian Modeling and Causal Inference; Multi-Criteria Decision Making; Complex Systems and Time Series Analysis; Fuzzy Systems and Optimization; Financial Risk and Volatility Modeling