Buch, Englisch, 851 Seiten, Format (B × H): 155 mm x 235 mm
18th Mexican Congress, Cuernavaca, Mexico, May 25–29, 2026, Proceedings, Part II
Buch, Englisch, 851 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Communications in Computer and Information Science
ISBN: 978-3-032-37443-1
Verlag: Springer
The 3-volume set CCIS 3095 - 3097 constitutes the proceedings of the 18th Mexican Congress on Artificial Intelligence, COMIA 2026, which took place in Cuernavaca, Mexico, during May 25 - 29, 2026.
The total of 183 papers included in the proceedings was carefully reviewed and selected from 312 submissions. They were organized in topical sections as follows:
Part 1 : Applications of Artificial Intelligence; Medical Applications.
Part 2 : Machine learning and pattern recognition; Artificial Vision and Robotics; Computational Intelligence and Data Mining.
Part 3 : Natural language processing; Intelligent systems; Deep learning.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
.- Machine learning and pattern recognition.
.- Facial Paralysis Detection through Optimized Dynamic Ensembles using Evolutionary Hyper-Heuristics.
.- A Predictive Model Based on Convolutional Neural Networks for Optimizing Rainwater Harvesting in Mexico City.
.- A Validation Topos: A Sheaf-Theoretic Framework for AI Reliability and Creative Inference.
.- Class-Level Error Analysis and Systematic Evaluation of CNN-Based Models for French Mispronunciation Detection.
.- ADaPTS: An Adaptive Temporal Partitioning Method for Robust Evaluation of LSTM Models in Stable and Chaotic Time Series.
.- Data-Driven Sizing Optimization in E-Commerce: A Two-Stage Re-Ranking System with LLM-Derived Semantic Features.
.- Experimental Evaluation of a Naive Bayes–Based Routing Scheme Integrated into an SDN Controller.
.- Evaluating Gender Bias in Medical Diagnosis: A Comparative Study Using Machine Learning Models.
.- AI-Powered Data Hub Prototype for Querying Women’s Violence Indicators in Mexico.
.- From Observation to Actuation: A Systematic Review and Cybernetic Architecture for Proactive Music-Based A!ective Regulation.
.- Retail Location Optimization: A Data-Driven Approach Using GIS and Mathematical Programming.
.- Emotion Recognition in Children with Autism Spectrum Disorder Using YOLO.
.- Hybrid System for Recognizing Andean Music Genres for Young People in Lima Based on Deep Learning.
.- Evaluation of Inertial and Physiological Signal Fusion for Human Activity Recognition.
.- Vision-Based Autonomous UAV Navigation: A Sim2Real Approach Using Virtual Reality and YOLO11n-cls.
.- Classification of types of violence using the MEMLA platform.
.- Automatic Section Extraction from Academic Theses using Hybrid OCR Post-processing and Multilingual NLP.
.- XAI-based ChatBot for data processing and classification.
.- CIPA: A Multi-Domain Statistical Framework for Characterizing Imbalanced Datasets and Computing a Di”culty Score.
.- Predictive Analysis of University Dropout Patterns using Logistic Regression.
.- Nahuatl word recognition using a Neuro-Fuzzy model based on FRCE: implementation and benchmarking.
.- Classification of Abnormal Patterns in Human Gait Using Random Forests and Inertial Measurement Units.
.- Hierarchical subclass decomposition for improved pattern classification.
.- Uncovering Discriminative Mobile Game Data for ADHD Classification: A Comparative Analysis.
.- Gender classification of Latin American Spanish voices using Recurrent Neural Networks.
.- Depthwise-Separable-Convolution-based Autoencoder for ECG signal classification.
.- From Robust Iris Segmentation to Discriminative Embeddings: A Practical Pipeline with SAM2, Rubber Sheet, and Triplet Learning.
.- PillAdvisor: An LLM-Centered Conversational AI System for Medication Identification and Safety.
.- Decentralized Gradient Verification in Federated Learning via Recursive zk-SNARKs.
.- Determinants of the Mexico 2024 Vote: Digital Divide and Social Programs with Interpretable AI.
.- Object Detection based on Hardness Properties using an Ultrasonic Approach.
.- Artificial Vision and Robotics.
.- Optimization of a Fuzzy Logic Controller for Human-Following Mobile Robots Using Genetic Algorithms.
.- Extending Retinal Vasculometry Pipelines with 3D Geometric Modeling for Biomarker-Driven Analysis of Fundus Images.
.- Visual Context Feature Mapping: A Deterministic Framework for Morphological Transformation Context in Neural Tracking Pipelines.
.- Trajectory Optimization under Power Constraints and Obstacle Avoidance for an Omnidirectional Mobile Robot Using Analytic Behaviors.
.- Reconstruction of Red Laser Projections from Binary Masks:Comparative Study of Mathematical, CNN and Swin Transformer
Approaches.
.- Estimating Posture in Newborns Using Deep Learning for Neurodevelopmental Assessment.
.- A Computer Vision and Neuro-Fuzzy Approach for Upper Limb Rehabilitation in Children with Cerebral Palsy.
.- Automatic real-time classification of peach quality using a Convolutional Neural Network.
.- Lettuce Fresh Weight Prediction Using Deep Learning with 3D Morphological Variables.
.- Comparative Evaluation of the D* Lite Algorithm for Collision-Free Path Planning with Reduced Computational Cost in Multi-Agent
Mobile Robotic Systems.
.- Instance Segmentation of Green Sea Turtle Nests in Aerial Imagery Using Mask R-CNN.
.- Overcoming Texture Complexity in Textile Quality Control: A YOLOv11-Seg Approach for Alpaca Fiber Felt Balls.
.- Deep Reinforcement Learning for Bipedal Locomotion Using PPO and Parallel Training in Isaac Sim.
.- Computational Intelligence and Data Mining.
.- Comparative Study of Phonocardiogram Classification Using Time-Frequency Transforms and Convolutional Neural Networks.
.- Formal Verification of Robust IoT Systems.
.- Metaheuristic and Machine Learning Combined Approach for Code Smell Detection in Object-Oriented Java Projects: An Empirical Study.
.- Genetic Algorithm Search for Stable Vacua in Type IIB String Theory: A Computational Approach.
.- Clustering-Based Identification of Metabolic Subgroups in Type 2 Diabetes Using Liver Transcriptomic Data.
.- Empirical Evaluation of AttentionMGT-DTA.
.- Adaptive Topological Immunization: A Cost-Aware Deep Reinforcement Learning Framework for Epidemic Containment.
.- Intelligent Public Lighting Using Fuzzy Inference and Internet of Things.
.- Do Genomic Language Models Learn siRNA Design Rules? A Zero-Shot Evaluation of Evo on E. coli Coding Sequences.
.- Data-Driven Service Request Prioritization: A Comparative Study Using MCDM and Expert-Based Heuristics.
.- A Knowledge-Based System for Detecting Regulatory Swans in Municipal Water Risk Assessment.
.- Design of Mamdani Interval Type-2 Fuzzy System to stabilize a D.C. speed motor using Bee Colony Optimiza-tion Algorithm.
.- Human Expertise in Multi-Agent AI Orchestration and the Irreducible Human Layer.
.- Electoral Coalitions and Candidate Nomination: Evidence of Selection Rather Than Causal E!ects.
.- UTROMx: an Urban Transport Routes Ontology for Mexican City Studie Case.
.- A Decomposition-Based Evolutionary Approach for Association Rule Mining in Climate and Energy Systems.
.- Compact Association Rule Mining Using Glowworm Swarm Optimization.
