Description

Book Synopsis

.- 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.

Advances in Soft Computing

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    A Paperback by Lourdes Martínez-Villaseñor

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      Publisher: Springer
      Publication Date: Publication Date: 21/11/2025
      ISBN13: 9783032090430, 978-3032090430
      ISBN10:
      Also in:
      Computing Digital and IT general topics

      Description

      Book Synopsis

      .- 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.

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