Recent Challenges in Intelligent Information and Database Systems
Springer Nature Switzerland AG (Verlag)
978-981-96-5886-2 (ISBN)
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The 80 papers included in these proceedings were carefully reviewed and selected from 301 submissions. The papers are organized in the following topical sections:
Volume I:
Data Analysis and Signal Processing; Development and Application of Large Language Models; Speech and Natural Language Processing.
Volume II:
Artificial Intelligence in Multimedia Technologies; Image and Video Processing.
Volume III:
Machine Learning and Artificial Intelligence Applications; Intelligent Information Systems and Advanced Problem-Solving Algorithms.
.- 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.
| Erscheinungsdatum | 20.05.2025 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | 102 Illustrations, color; 23 Illustrations, black and white |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Informatik ► Grafik / Design ► Digitale Bildverarbeitung | |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Informatik ► Weitere Themen ► Hardware | |
| Schlagworte | Collaborative and social computing • computer vision • control methods • data management systems • Data Mining • Decision Support Systems • document management and text processing • Information Retrieval • Knowledge Representation and Reasoning • machine learning • Natural Language Processing • ubiquitous and mobile computing |
| ISBN-10 | 981-96-5886-1 / 9819658861 |
| ISBN-13 | 978-981-96-5886-2 / 9789819658862 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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