Advances in Soft Computing

.- Applications.
.- AutoML for Text Classification via Efficient Dataset Representations and Hyper- Heuristics.
.- Rewarding Sentiment Consistency: Reinforcement Learning for Multilingual Summarization.
.- Stochastic Harmonic Fields for Safe Robot Navigation in Dynamic Environments.
.- Real-Time Passenger Feedback for Public Transport Optimization Using NLP and Multi-Agent RL.
.- MICAI: 25 Years of AI in Mexico.
.- A Dynamic Penalty Approach in MOEA/D for Constraint Handling in Multi-Objective Problems.
.- Urban Crop Coefficient Estimation for Outdoor Water Management Using Machine Learning.
.- Towards a Distributed-based Learning Robot from Scratch via Neuro-Evolutionary Computation.
.- Beyond SWE-Bench: A Compiler-Assisted Pipeline for Multi-Language Automated Program Repair.
.- Advanced parameter extraction for photovoltaic cells using the Black-winged Kite Algorithm.
.- Pattern Recognition.
.- Topological data analysis and convolutional neural networks for gravitational wave detection.
.- Data-Driven Power Time Series Imputation Using Cumulative Pattern Matching.
.- Day-Night Crime Transmission Networks for Temporal Urban Analysis.
.- Rethinking GAN-BERT for Sensitive Text Classification: The Impact of Training Dynamics and Domain Alignment in Low-Data Scenario.
.- Limits and Surprises of Cross-Lingual BERT under Data Scarcity: A Portuguese Case Study in Sensitive-Text Classification.
.- Computer Vision & Image Processing.
.- Recognition of Bee Organizational Behavior with Scene Graphs Generation.
.- Sign Language Recognition Using Video, Skeleton Data and Deep Learning.
.- Improving Tomosynthesis Sinograms via Particle Swarm Optimization.
.- Classification of Foliar Diseases in Tomato Crops Using Convolutional Neural Networks.
.- Sign Language Recognition and Translation with Large Multimodal Models. A Systematic Review.
.- Electrical Impedance Mammography Image Fusion Using the Gaussian Pyramid Method for Binary Classification.
.- Shadow Attenuation in UAV Multispectral Imaging for Enhanced Agave Segmentation.
.- From Keyframes to Narrative: A Multi-Stage AI Pipeline for Scene Understanding Using Object Detection and Large Language Models.
.- Volume Estimation of Travertine Blocks Using Keypoint Detection and Homography from Monocular Video.
.- Automated Ergonomic Risk Assessment in Offices using Computer Vision-Based Activity Recognition.
.- Real-Time Emotion Recognition in Intelligent Tutoring Systems.
.- Vision Transformers for Kidney Stone Image Classification: A Comparative Study with CNNs.
.- Artificial Vision-Guided Hexapod Robot for Autonomous Navigation and Object Localization.
.- Bioinformatics & Medical Applications.
.- Machine Learning-Driven Virtual Reality Intervention for Academic Social Anxiety: A Symbolic AI Prototype.
.- Automated Segmentation of Hepatic Tumor Cell Migration Using U-Net Models.
.- Efficacy of a multi-class AI ensemble model in preschoolers to predict nutritional status at school age in Mexico.
.- Classifying healthy and pathological voices: Electroglottographic signal representation using intuitionistic fuzzy recurrence plots.
.- Risk factors for hipertension and health policy.