Integrated Uncertainty in Knowledge Modelling and Decision Making

Integrated Uncertainty in Knowledge Modelling and Decision Making

11th International Symposium, IUKM 2025, Ho Chi Minh City, Vietnam, March 17-19, 2025, Proceedings, Part I

Huynh, Hieu Trung; Le, Bac; Inuiguchi, Masahiro; Huynh, Van-Nam; Honda, Katsuhiro

Springer Nature Switzerland AG

05/2025

348

Mole

9789819646050

Pré-lançamento - envio 15 a 20 dias após a sua edição

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.- 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.


.- Classification 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.
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artificial intelligence;clustering algorithms;communication systems;computer networks;computer science;computer systems;computer vision;correlation analysis;data mining;economics;engineering;fuzzy sets;fuzzy systems;internet;machine learning;mathematics;numerical methods;signal processing;signal to noise ratio;telecommunication systems