Table of Contents: “... with experts. -- Data Analysis and Machine Learning. -- Application of Multimodal Machine Learning for Image Recommendation Systems. -- Data-Driven Approach for Identifying Functional State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis...”

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Table of Contents: “... of Computer Vision. -- Robot Global Relocation Algorithm Based on Deep Neural Network and 3D Point Cloud. -- Safety Zone and Its Utilization in Collision Avoidance Control of Industrial Robot. -- Entropy of Interval Type-2 Fuzzy Sets and Its Application in Image...”

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Table of Contents: “... Entropy Based Regularization for NeRF to View Synthesis in Few Shot Scenarios -- PhonHuBERT a Phoneme Transcription Tool for Song Datasets -- Audio LLM Activating the Capabilities of Large Language Models to Comprehend Audio Data -- Improve Adversarial...”

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Table of Contents: “...?. -- Quantitative Stock Market Modeling Using Multivariate Geometric Random Walk. -- Disease Similarity and Disease Clustering. -- Composition analysis and identification of ancient glass products. -- Data entropy-based imbalanced learning. -- Analysis of the changes...”

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Table of Contents: “... Tongue Image Segmentation based on Deep Adversarial Networks and Entropy Minimization -- Residual Inter-slice Feature Learning for 3D Organ Segmentation -- Color and Multispectral Processing: A Cross-paired Wavelet Based Spatiotemporal Fusion Network...”

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Table of Contents: “...Chapter 1. A Hybrid Optimal technique for Road extraction using Entropy rate super-pixel segmentation and Probabilistic Neural networks -- Chapter 2. Meta Heuristic Based Community Detection of Social Network Using Cuckoo with InfoMap Algorithm...”

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Table of Contents: “... -- Interpretable and Reliable Rule Classification based on Conformal Prediction -- Measuring the Burden of (Un)fairness Using Counterfactuals -- Are SHAP values biased towards high-entropy features? -- Simple explanations to summarise Subgroup Discovery outcomes: a case...”

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Table of Contents: “... study of source-related diversity. -- On the pitfalls of entropy-based uncertainty for multi-class semi-supervised segmentation -- What Do Untargeted Adversarial Examples Reveal In Medical Image Segmentation?. -- Uncertainty calibration -- Improved post-hoc...”

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Table of Contents: “... Modality -- CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation -- Noisy Label Classification using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning -- CSGAN...”

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Table of Contents: “... Competitive-Collaborative Representation Based Classifier for Imbalanced Data Classification -- Hierarchical Graph Representation Learning with Structural Attention for Graph Classification.-Photovolt Spots Detection Based on Kernel Entropy Component Analysis...”

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Table of Contents: “... -- Market Investment Methods -- Non-Local Graph Aggregation for Diversified Stock Recommendation -- Novel Sentiment Analysis from Twitter for Stock Change Prediction -- A Novel Investment Strategy for Mixed Asset Allocation Based on Entropy-based Time Series...”

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Table of Contents: “... -- Non-Local Graph Aggregation for Diversified Stock Recommendation -- Novel Sentiment Analysis from Twitter for Stock Change Prediction -- A Novel Investment Strategy for Mixed Asset Allocation Based on Entropy-based Time Series Prediction -- The Framework...”

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Table of Contents: “... of Duality Properties of Renyi Entropy for Parameter Tuning in an Unsupervised Machine Learning Task -- Preliminary Study for Impact of Social Media Networks on Traffic Prediction -- Website Phishing Detection Using Machine Learning Classification Algorithms...”

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Table of Contents: “... of classification in neural networks -- Multiscale and multivariate time series clustering: A new approach -- Improve Calibration Robustness of Temperature Scaling by Penalizing Output Entropy -- Understanding Negative Calibration from Entropy Perspective -- A New...”

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Table of Contents: “... Competitive-Collaborative Representation Based Classifier for Imbalanced Data Classification -- Hierarchical Graph Representation Learning with Structural Attention for Graph Classification.-Photovolt Spots Detection Based on Kernel Entropy Component Analysis...”

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Table of Contents: “... on Kernel Entropy Component Analysis and Information Gain -- Second-Order Global Attention Networks for Graph Classification and Regression -- Aero-Engine Remaining Useful Life Prediction Via Tensor Decomposition Method -- FIGCI: Flow-Based Information-Geometric...”

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Table of Contents: “...Music Emotion Recognition Based on Term Frequency and Pattern Entropy -- Risk Assessment of Acute Kidney Disease and Chronic Kidney Disease for in-Hospital Patients with Acute Kidney Injury -- A multi-label classification framework using the covering...”

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Table of Contents: “... -- Lightweight 3D Point Cloud Classification Network -- Unsupervised Domain Adaptive Image Semantic Segmentation Based on Convolutional Fine-grained Discriminant and Entropy Minimization -- Ensemble of Classification and Matching Models with Alpha-Refine for UAV...”

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Table of Contents: “... Species -- Single Image Fog Removal using WLS smoothing filter combining CLAHE with DWT -- Smart Surveillance Video Monitoring for Home Intruder Detection using Deep Neural Network -- is-Entropy: A Novel Uncertainty Measure for Image Segmentation -- AGC based...”

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Table of Contents: “... and textural features of CT images of thoracic vertebrae -- Application of Image Entropy Analysis for the Quality Assessment of Stitched Images....”

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