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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 / edited by Van-Nam Huynh, Katsuhiro Honda, Bac Le, Masahiro Inuiguchi, Hieu T. Huynh

Singapore: Springer Nature Singapore, Imprint: Springer
2025

1st ed. 2025

Online-Ressource, XXVI, 359 p. 137 illus., 92 illus. in color. : online resource.

-- 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

978-981-96-4606-7

Englisch

Deutschland

Informatik

Artificial Intelligence.
Mathematics of Computing.
Database Management System.
Design and Analysis of Algorithms.

006.3

Lecture Notes in Artificial Intelligence ; 15585

urn:nbn:de:101:1-2503300410358.700054467256 (URN)
10.1007/978-981-96-4606-7 (DOI)

1361768665