Artificial Intelligence and Soft Computing

TRAMA

This volume constitutes the proceedings of 24th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2025, Zakopane, Poland, during June 22–26, 2025. The 83 full papers included in this book were carefully reviewed and selected from 163 submissions.They are organized in topical sections as follows: Part I - Neural Networks and Their Applications; Fuzzy Systems and Their Applications; Evolutionary Algorithms and Their Applications. Part II -  Computer Vision, Image and Speech Analysis;  Data Mining;  Pattern Classification and Artificial Intelligence in Modeling and Simulation. Part III - Various Problems of Artificial Intelligence;  Agent Systems, Robotics and Control,  Bioinformatics, Biometrics and Medical Applications and Concurrent Parallel Processing.

SOMMARIO

.- Computer Vision, Image and Speech Analysis. .- An Autonomous Weeding Robot with Novel Unsupervised DomainAdaptation. .- Swin-Editor: Enhancing Consistency in Text-Driven Video Editing. .- A Study on Highly Efficient Compact Transformer Features forHistopathological Image Recognition. .- Invariant Pattern Recognition with Selectively Denoising andRidgelet-Fourier Features. .- Accessibility of Graphical User Interfaces for Autistic People. .- Is It Large Enough? A Prompt Learning for Large Multi-Modal Models. .- Neural Network-Based Verification of Document Authenticity via PaperStructure and Scan Analysis. .- Fuzzy attention module for CNNs in the application of space analysis. .- Dataset Augmentation for Detecting Small Objects in Fisheye RoadImages. .- Attention U-Net Image Deblurring via Hybrid Loss Optimization. .- A Predictive Model for Mean Opinion Score in Text-to-Image QualityAssessment. .- Vision Transformer Representations for Efficient Content-Based ImageRetrieval. .- Intensification of Dermatological Asymmetry Measure of Skin Lesionsusing PCA. .- The role of text and vision modalities in solving Bongard Problemswith VLMs. .- Leveraging Vision in Transformers model for Point Cloud PatternMatching. .- One Shot, Few Perspectives: Ensemble Learning for Image Segmentation. .- Comparison of the effectiveness of optical flow methods in determiningthe velocity of a UAV. .- Fine-tuned Data Augmentation Techniques for Digit Recognition in AIoT. .- Segmented Medical Image Classification with Deep ConvolutionalNeural Networks Architectures for WBC Detection. .- Data Mining. .- Deterministic and Nondeterministic Decision Trees for Decision RuleSystems from Closed Classes. .- Some Regularized Tools for Dimensionality Reduction. .- New approach to instance selection leveraging clustering andneighboring strategies. .- Bottleneck Analysis in Software Development: A Case Study UsingProcess Mining. .- Pattern Classification. .- Channel Attention for Fusarium Head Blight Detection in HyperspectralImages. .- Invariant Aircraft Recognition with Fourier and Dual-tree ComplexWavelet Features. .- Combining classifiers for texture classification. .- Elliptic Separator: A Geometric Approach to Linear Classification. .- Artificial Intelligence in Modeling and Simulation. .- Entropic metrics in feature selection for neural network-based dataerror detection in CMDB. .- UAV Forensics: Transformer-Based Identification of Mobile Devices forDrone Piloting. .- Predictive Monitoring of Workforce Dynamics via Neural Networks.

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9783032037077
• Collana: Lecture Notes in Computer Science
• Dimensioni: 235 x 155 mm
• Formato: Brossura
• Illustration Notes: XX, 360 p.
• Pagine Arabe: 360
• Pagine Romane: xx