Integrated Uncertainty in Knowledge Modelling and Decision Making

.- Invited Talks. .- On Conditional Event Algebra for Probability Reasoning in System Design. .- Information Fusion as a Useful Tool to Estimate Parameters from Imprecise Data?. .- Machine Learning. .- Robust Classification in Bayesian Neural Networks. .- Nonparametric Estimation using Kolmogorov-Arnold Network . .- A Local PCA Model Induced from Linear Fuzzy Clustering With Cluster Separation. .- A Revised Method on Judging Abstract Shape of a Curve on a Two-Dimensional Plane. .- SMC-PATE: A Secure Enhanced Private Aggregation of Teacher Ensembles with Secure Multiparty Computation. .- Self-Explaining Neural Network for Multi-Criteria Sentiment Analysis. .- A Multimodal Deep Ensemble Framework for Skin Lesion Classification. .- Pattern Recognition and Data Analysis. .- Fourier-Enhanced Student-Teacher Distillation for Semi-Supervised Medical Image Segmentation. .- Real-Time Monitoring and Anomaly Detection in Server Lab Environments Using ESP32 DevKit and VAE-Bi-LSTM Hybrid Model. .- Onboarding Process from Power-Up to Motion Detection Using ESP32-EYE: A Quick and Comprehensive Approach. .- Enhancing Iris Verification through Multiple Distance Measurement Fusion and Enrollment Screening Mechanism. .- Enhance Biometric Authentication: Integrating Iris and Periocular Verification through Support Vector Classification. .- Lite-SCMamba: A Lightweight Model Applying Spatial and Channel Attention with Mamba Framework for Medical Image Segmentation. .- ssification of Breast Cancer for Mammography Using High Resolution Network. .- Improving Brain Disease Classification Accuracy using Ensemble Learning. .- Lung Cancer Detection Using Deep Neural Networks And Radiological Imaging. .- Integration Vision-Language Models for Feature Extraction in Multi-Camera Multi-Object Tracking. .- Applications. .- Enhance Air Quality Index Prediction with Inception Time - BiLSTM Model and Huber Loss. .- Enhancing Pose Adaptability in Virtual Try-On Systems. .- MiniMedMind: Small-Scale LLM for High-Performance Medical VQA on Chest X-ray. .- Enhanced Human Action Recognition from Synthetic UAVs Data Using Landmark Extraction and Mamba-based Model. .- Anti-spoofing Using ResNet50 with Linear Discriminant Analysis for Automatic Speaker Verification. .- Vietnamese Receipt Information Extraction Using OCR and Deep Learning: A Hybrid Approach with Fuzzy CMeans and PhoBERTv2. .- Enhancing Vietnamese Mental Health Question-Answering Systems: Adaptive Retrieval Augmented Generation Pipeline and Data Augmentation for Large Language Models. .- Real-time Wildfire-prone Area Monitoring and Early Warning System Based on Two-stage YOLO-based Smoke Detection Model. .- Water Surface Level Estimation Based on the Fast Segment Anything Model for Coastal Monitoring Systems.