Table of Contents: “... drug sensitivity based on GBDT-RF algorithm -- Risk stratification of malignant melanoma using neural networks -- Symmetry-Aware Siamese Network: Exploiting Pathological Asymmetry for Chest X-Ray Analysis -- The Optimization and Parallelization of Two...”

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Table of Contents: “... for Argument Pair Extraction -- Pacesetter Learning For Large Scale Cooperative Multi-Agent Reinforcement Learning -- Stable Learning Algorithm Using Reducibility for Recurrent Neural Networks -- t-ConvESN: Temporal Convolution-Readout for Random Recurrent Neural...”

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Table of Contents: “... Study -- Information-Theoretically Secure Neural Network Training with Flexible Deployment -- LRP-GUS: A visual based data reduction algorithm for Neural Networks -- Mining and Injecting Legal Prior Knowledge to Improve the Generalization Ability of Neural...”

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Table of Contents: “... Dual View Contrastive Learning for Session-based Recommendation -- Electronic Medical Record Recommendation System Based on Deep Embedding Learning with Named Entity Recognition -- Incremental Recommendation Algorithm based on the Influence Propagation Model...”

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Table of Contents: “... -- Delineation of prostate boundary from medical images via a mathematical formula-based hybrid algorithm -- Diversifying non-dissipative Reservoir Computing dynamics -- Efficient Reinforcement Learning using State-Action Uncertainty with Multiple Heads -- Exploring...”

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Table of Contents: “... Classification Algorithm for Large Scale Data -- Fusing Hand and Body Skeletons for Human Action Recognition in Assembly -- Gaze Behavior Patterns for Early Drowsiness Detection -- GH-QFL: Enhancing Industrial Defect Detection through Hard Example Mining...”

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Table of Contents: “... Diversification -- An exploitation-enhanced Bayesian optimization algorithm for high-dimensional expensive problems -- Balancing Selection and Diversity in Ensemble Learning with Exponential Mixture Model -- CIPER: Combining Invariant and Equivariant Representations...”

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Table of Contents: “...Artificial Intelligence - Computational Methods - Ethology -- Classification - Filtering - Genetic Algorithms -- Complex Dynamic Networks' Optimization/ Graph Neural Networks -- Convolutional Neural Networks / Spiking Neural Networks -- Deep Learning...”

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Table of Contents: “...-Source Region -- PO-DARTS: Post-Optimizing the Architectures Searched by Differentiable Architecture Search Algorithms -- Predicting high vs low mother-baby synchrony with GRU-based ensemble models -- Properties of the weighted and robust implicitly weighted...”

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Table of Contents: “...Industrial-engineering applications of ANN -- Bioinformatics -- Intelligent medical modeling -- Life-earth sciences intelligent modeling -- Learning-algorithms -- Intelligent telecommunications modeling -- Fuzzy modeling -- Robotics and control -- Smart...”

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