Integrated Uncertainty in Knowledge Modelling and Decision Making

.- Uncertainty Management and Decision Making

.- Bayesian Network Inference for Resolving Uncertainty in Financial Depth Stability Links.
.- A Representation-Driven Three-way Decision Model Using Fuzzy Covering Rough Sets.
.- A Meta-Heuristic Optimization Framework for Mapper-Based Rough Set Parameter Selection.
.- Assessing Team Structural Balance with Efficiency Intervals.
.- A Consideration for Recognizing Data Dependency in Tabular Data with Uncertainty Using the Obtained Rules.
.- Decision Analysis with Hesitation Visualization under Interval Priority Weight Vector.
.- Non-Uniform Augmentation Gains and the Limits of Uncertainty Guided Targeting in Vietnamese Sentiment Classification.
.- SpectralTFT-U: Mitigating Uncertainty Drift and Overconfidence in Long-Horizon Financial Forecasting via Frequency-Domain Regularization.
.- Completion-Based Interval Priority Weight Estimation for Incomplete Pairwise Comparison Matrices.

.- Pattern Recognition and Data Analysis

.- An upper-bound-guided silhouette framework for estimating the optimal number of clusters in categorical data clustering.
.- A Data Science Framework for Assessing Village Development and Sustainable Development Goals: A Case Study from West Java, Indonesia.
.- FlashDiff: Accelerated and Guided Image Synthesis.
.- Exponentiated Rough C-Means Clustering Based on a Distance Exponent.
.- On Masi Divergence-based Fuzzy c-means Clustering.
.- Camouflaged Semantic Partitioning: A Context-Aware Data Augmentation Framework for Camouflaged Object Detection Using Heterogeneous Feature Fusion.
.- Abstract Reasoning-Driven Prediction and Root Cause Discovery of Device Incidents in Core Internet Infrastructure.
.- Uncertainty-Aware Cross-Dataset Glaucoma Detection via Adaptive Fourier-Style Mixing and Calibrated Domain-Invariant Learning.
.- Skeleton Extraction from Incomplete Cave Point Clouds Using ROSA and Topological Clustering.
.- Enhancing Iris Verification Efficiency and Accuracy with Template Vote Fusion.
.- Fusion of Time–Frequency Representations and Texture Descriptors for Heart Sound Classification.
.- Two-Stage Framework with PCA-Based Feature Representation for Coral Bleaching Prediction.
.- An Efficient Algorithm for Mining High Average-Efficiency Patterns over Data Streams.
.- An Integrated Cluster-Based Storage Allocation and Heuristic Routing Framework for Reducing Order Picking Distance in a Pet Product Warehouse.
.- Effectively Discovering Co-location Patterns Including Rare Features from Spatial Data using Log-Adaptive Rare Feature Weighting.
.- Adaptive Intuitionistic Fuzzy K-Nearest Neighbors for Software Defect Prediction.

.- Language Models

.- Light-MFND: Efficient Multimodal Fake News Detection via Fine-Tuned Small Vision-Language Model.
.- Internal Representation Inspection for LLM Self-Calibration via Multi-Source Evidence Fusion.
.- A Hybrid LLM-OCR Approach for Cost-Aware Warehouse Product Verification.
.- GRI-Aligned Sustainability Reporting Assessment via Knowledge Graph-RAG and LLM-based Question-Answering: A Case Study of Vietnamese Banks.

.- Optimization and Statistical Methods

.- eOptimization Framework for Smart Warehouse Bin Assignment: Bayesian Optimization with APP Sample Planning and Gain-Probability Evaluation.
.- On the Robustness of Stable Marriage under Random Preference Perturbations.
.- Volatility Forecasting in the Bitcoin Market with LSTM–Realized Range GARCH Model.
.- Classification and Switching-Based Method Proposal of Various Optimization Algorithms under Evaluation Budget Constraints.

.- Applications

.- Climate Risk and Agricultural Resilience in Asia: Evidence from Crop and Livestock Production.
.- Tesla Stock Price Prediction through MFCC Feature Extraction and LSTM Modeling.
.- Policy Participation and Technology Adoption under Uncertainty: Evidence from Rice Farmers in Northern Thailand.
.- Digital Development, Regional Income Disparities, and Provincial Poverty Lines: Evidence from Thailand.
.- An explainable machine learning framework for early warning of corporate financial distress: Evidence from an emerging market.
.- Asymmetric Income and Price Elasticities of Energy Demand Across Stages of the Energy Trilemm.
.- An empirical assessment of factors influencing urban residents? intention to use electric motorcycles: evidence from Ho Chi Minh City based on an extended TPB-TAM model.
.- Financial Development and Inequality in the United States: The Role of Social Protection in Nonlinear Distributional Dynamics.
.- The Role of Political Stability and Corruption in Shaping Energy Intensity in Asia.

• Erscheinungsdatum: 20.09.2026
• Autor/Autorin: Katsuhiro Honda
• Format: E-Book
• Dateiformat: PDF
• Kopierschutz: Wasserzeichen
• Dateigröße: 48 MB
• Verlag: SPRINGER
• Sprache: Englisch
• Umfang: 557 Seiten
• ISBN: 9789819256440
• Lieferung: Sofort per Download
• Hinweis: Sofort per Download lieferbar. Kein physischer Versand.
• Kompatibilität: Lesbar auf Geräten und Apps mit PDF-Unterstützung.