Recent Challenges in Intelligent Information and Database Systems (eBook)

.- Machine Learning and Artificial Intelligence Applications. .- Enhance Exploration in Safe Reinforcement Learning with Contrastive Representation Learning. .- Earthquake Response Analysis with AI. .- Streaming Counterfactual Subset Selection with Bias Awareness. .- An Advanced Neural Network Architecture Combining CNN, Bi-LSTM and CamemBERT for Sentiment Analysis in French. .- On Comparing LLM-Generated Causal Networks with a Rule-Based Approach. .- Unveiling Parkinson's Disease Severity Using EEG-Driven Deep CNN Model. .- Counteracting temporal attacks in Video Copy Detection. .- Cross-Domain Transfer Learning for Semantic Segmentation of Seismic Facies. .- Maximization of Communication Network Throughput using Dynamic Traffic Allocation Scheme. .- Hierarchical Attention For Violence Detection. .- Real-Time Facial Attribute Classifier using Streamlined Feature Re-calibration Module. .- Real-Time Online Training Framework with Lesson-Based Curriculum for Minecraft Battle Bots. .- A new application of reinforcement learning algorithm. .- Ubervvald: Advanced Object Detection Library for Optimizing Complex Convolutional Neural Networks (CNNs) . .- Optimizing Recovery Debt Collection Process by using Machine Learning and Operation Research . .- Statistical Machine Learning Techniques for Wave Spectre Estimation in Coastal Seas. .- Advancing Manufacturing Intelligence: Decisional DNA-based Methodology for Semi-Automatic Manufacturing Environment. .- Comparative Analysis of Convolutional Neural Network Architectures for Emotion Recognition in Facial Images. .- Speaker Change Detection with Pre-tranied Large Audio Model. .- Multimodal Machine Learning Analysis of fNIRS Signals using LSTM and KNN Models for .- Cognitive States and Brain Activation Patterns Prediction. .- Intelligent Information Systems and Advanced Problem-Solving Algorithms. .- INVEST quality criteria in Agile Software Development - Do they come by nature or is it nurture?. .- Limiting Energy Costs with the Two-step Heating Control of Natural Gas Boilers. .- A novel parameter-free clustering algorithm for linear sum assignment problems. .- Exploration in Case-Based Reasoning for Improved Problem-Solving. .- Hybrid Quantum-Classical Algorithms for Explainable and Scalable Predictive Models in Binary Disease Classification. .- Advanced Optimization Techniques for a Delivery Scheduling Problem by Using Genetic and Evolutionary Algorithms.