Artificial Intelligence and Soft Computing

.- Various Problems of Artificial Intelligence.

.- Evaluating Scalability in Open-Set Face Recognition Systems.

.- Magic Numbers: Algorithm for Mitigating Hallucinations in LLMs.

.- Lightweight Anomaly Detection for IoT: Evaluating Machine Learning
and Deep Learning Models on CICIDS2017.

.- A survey on algorithms used for drone energy consumption modelling.

.- Extension to LIBLINEAR’s Logistic Regression Supporting Elastic-Net
Penalty.

.- LoRa Device Identification: A Lightweight Alternative to CNN-Based
Methods.

.- Enhanced Graph Deviation Networks for Anomaly Detection in Space
Telemetry.

.- Hybrid Retrieval in RAG: A Comparison of Semantic, Lexical and
Reranking Methods.

.- Analysis of Data and Supervised Machine Learning Algorithms for
Intrusion Detection.

.- AI-Driven Tourist Destination Recommendation Systems: A Neural
Network Approach.

.- Privacy-Preserving Inference for Public Neural Networks.

.- Use of graph-based knowledge organization to improve the results of
Retrieval Augmented Generation for narrative texts.

.- Using frequent subgraph mining in flat layout quality classification.

.- Adaptive Interactive Process Drift Detection: Detecting and visualizing
process drifts.

.-  Agent Systems, Robotics and Control.

.- Distributed Variational Autoencoder Using Actor-Based Architecture.

.- A Comprehensive Framework for Turn-Taking Evaluation in
Multi-Agent Systems: Rotational Periodicity for Scalable Coordination
Analysis.

.- Application of Adaptive PSO Algorithm in Design of FIR Filters.

.- Bioinformatics, Biometrics and Medical Applications.

.- Novel Method for ICG Data Augmentation By Using Noise-Based
Approach.

.- A Statistical Reconstruction Algorithm for CT with a Flying Focal
Spot Using Direct, Interpolation-Free Projections.

.- Optimizing OpenMax Parameters for Open-Set Face Recognition.

.- Taxonomic Classification of Spiders (Araneae) Based on Image Texture
Analysis Using Multifiltering.

.- A Hybrid Handcrafted and Deep Transfer Learning-Based Framework
for COVID-19 Detection Using Voice Analysis.

.- A modified method for an iterative reconstruction algorithm utilizing a
back-projection correlation approach in multi-focus low-dose tomography.

.- Emotions and App-supported Artificial Intelligence as a Helpful Tool
in Psychiatry.

.- Dermoscopy-specific XAI for melanoma recognition.

.- Analysis of Respiratory Sinus Arrhythmia with Neural Networks.

.- A method for verifying dynamic signatures based on signature regions.

.- Concurrent Parallel Processing.

.- Efficiently Parallelized Associative Inference of Associative Graph Data
Neural Networks.

• Erscheinungsdatum: 31.10.2025
• Autor/Autorin: Leszek Rutkowski
• Reihe: Springer Nature Proceedings Computer Science
• Format: E-Book
• Dateiformat: PDF
• Kopierschutz: Wasserzeichen
• Dateigröße: 23.6 MB
• Verlag: SPRINGER
• Sprache: Englisch
• Umfang: 356 Seiten
• ISBN: 9783032037114
• Lieferung: Sofort per Download
• Hinweis: Sofort per Download lieferbar. Kein physischer Versand.
• Kompatibilität: Lesbar auf Geräten und Apps mit PDF-Unterstützung.