Table of Contents: “... Segmentation Combined with Edge Loss 30 -- On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness -- Capture the Devil in the Details via Partition-then-Ensemble on Higher Resolution Images...”

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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: “... -- 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: “...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: “...Active Label Correction Using Robust Parameter Update and Entropy Propagation -- Unpaired Image Translation via Vector Symbolic Architectures -- UniNet: Unified Architecture Search with Convolution, Transformer, and MLP -- AMixer: Adaptive Weight Mixing...”

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Table of Contents: “... -- Neighborhood Collective Estimation for Noisy Label Identification and Correction -- Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay -- Anti-Retroactive Interference for Lifelong Learning -- Towards Calibrated Hyper-Sphere Representation...”

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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: “... 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: “... 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: “... Point Motion Estimation -- E-Graph: Minimal Solution for Rigid Rotation with Extensibility Graphs -- Point Cloud Compression with Range Image-Based Entropy Model for Autonomous Driving -- Joint Feature Learning and Relation Modeling for Tracking: A One-Stream...”

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Table of Contents: “.... Biomedical signal analysis using entropy measures: A case study of motor imaginary BCI in end-users with disability -- 9. Automatic detection of epilepsy using CNN-GRU hybrid model -- 10. Catalogic systematic literature review of hardware-accelerated...”

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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: “... 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: “... Residual Framework with Image Reconstruction for Medical Image retrieval -- Depth Estimation Using Sparse Depth And Transformer -- Analysis of Loss Functions for Image Reconstruction using Convolutional Autoencoder -- Fuzzy Entropy k-Plane Clustering Method...”

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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: “... -- 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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