Table of Contents: “... Prediction Framework for Adaptive Optimization Algorithms. -- Table Orientation Classification Model Based on BERT and TCSMN. -- Divide-and-Conquer Strategy for Large-Scale Dynamic Bayesian Network Structure Learning. -- Entropy-Based Logic Explanations...”

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Table of Contents: “... Based on Entropy Weight TOPSIS -- Evaluation Method of Hybrid Teaching Reform System Based on the Analysis of Characteristics of Higher Vocational Schools -- Evaluation Method of Teaching Effect of Online Physical Education Based on Fuzzy AHP -- Evaluation...”

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Table of Contents: “... Resources Retrieval System Based on Mutual Information Entropy -- Design of Push Algorithm for Individualized Course Content of College Public Art Education Online Education -- Multi Agent Based High School Physics Network Course Automatic Generation System...”

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Table of Contents: “...Chapter 1 Introduction to Machine learning and Supervised Learning -- Chapter 2 Perceptron -- Chapter 3 K-Nearest-Neighbor -- Chapter 4 The Naïve Bayes Method -- Chapter 5 Decision Tree -- Chapter 6 Logistic Regression and Maximum Entropy Model...”

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Table of Contents: “... and Access System for Healthcare -- Network Analysis: Leveraging GNNs and Node Entropy for Anomaly Detection: Revealing Misinformation Spreader on Twitter Network -- Air Transportation Network Backbone Extraction: A Comparative Analysis of Structural Filtering...”

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Table of Contents: “... reinforcement -- Chapter 13. Potential of development of anti-erosion graphene reinforced coatings for wind turbine blades -- Chapter 14. An entropy based damage model to assess the creep behaviour of nickel based superalloys -- Chapter 15. Influence of porosity...”

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Table of Contents: “...Introduction -- The First Law: Work, Heat and Thermochemistry -- Entropy and the Second Law -- The Gibbs Free Energy -- Introduction to Equilibrium -- Acid-base Equilibria -- Redox Equilibria....”

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Table of Contents: “...: Pseudo-HAL Identification for Scalable Firmware Fuzzing -- Lightweight Anomaly Detection Mechanism based on Machine Learning Using Low-Cost Surveillance Cameras -- Applied Cryptography -- Enhancing Prediction Entropy Estimation of RNG for On-the-Fly Test...”

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Table of Contents: “...Parametric Resonance of Electrostatically Actuated MEMS Angled Uniform Cantilever Resonators: Amplitude-Frequency Response -- The Sample Entropy of Human Knee with Osteoarthritis -- Effect of Mechanical Impact and Electromagnetic Actuation...”

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Table of Contents: “..., Density Matrix, and Entanglement Entropy -- Quantum Gate Introduction; NOT and C-NOT Gates -- SWAP, Phase Shift and CC-NOT (Toffoli) Gates -- Walsh-Hadamard Gate and its Properties -- Two Quantum Circuit Examples -- No-Cloning Theorem and Quantum Teleportation...”

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Table of Contents: “...Introduction -- First Law of Thermodynamics -- Second Law of Thermodynamics and Entropy -- Free Energy, Criteria for Equilibrium and Thermodynamic Relations -- Fugacity, Activity, Equilibrium Constant and Ellingham Diagram -- Thermodynamics of Solutions....”

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Table of Contents: “... entropy features for classification of myopathy, neuropathy, and normal EMG signals / Sukumar Nagineni, Sachin Taran and Kemal Polat -- 5. Epileptic EEG signal classification using wavelet transform and SVM / Virender Kumar Mehla and Seema Mehla -- 6...”

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Table of Contents: “... -- Stacking Regression for Time-Series, with an Application to Forecasting Quarterly US GDP Growth -- Maximum Entropy Learning with Neural Networks -- Robustness of Multi-Criteria Nash Equilibrium Based on Vectorial Rationality Function -- Why Quantiles Are a Good...”

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Table of Contents: “...Introduction and Caveats -- Intermolecular interactions, correlations, and Mutual Information -- Application of Multivariate Mutual Information to study spin systems -- Entropy of Mixing and Entropy of Assimilation, an Informational Theoretical Approach...”

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Table of Contents: “... -- Materials Degradation -- Bio Materials -- Energy & Battery Materials -- An Odyssey from High Entropy Alloys to Complex Concentrated Alloys....”

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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: “...Brain's Dynamic Functional Organization with Simultaneous EEG-fMRI Networks -- Comparative Study of Random Walks with One-step Memory on Complex Networks -- Network Entropy as a Measure of Socioeconomic Segregation in Residential and Employment...”

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