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Pattern recognition = 17th Mexican Conference, MCPR 2025, Guanajuato, Mexico, June 25-28, 2025 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Pattern recognition/ edited by Adrián Pastor López-Monroy ... [et al.].
Reminder of title:	17th Mexican Conference, MCPR 2025, Guanajuato, Mexico, June 25-28, 2025 : proceedings /
remainder title:	MCPR 2025
other author:	López-Monroy, Adrián Pastor.
corporate name:	Mexican Conference on Pattern Recognition
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xv, 402 p. :ill., digital ;24 cm.
[NT 15003449]:	Pattern Recognition and Machine Learning Techniques. -- Detection of Concept Drift in Bayesian Networks. -- Hausdorff Distance Optimization in Low-Density Point Clouds. -- Extremal Topologies for the Merrifield-Simmon Index on Dendrimers in Drug Delivery. -- Tailoring Bounded Instances for the Job Shop Scheduling Problem through Unified Particle Swarm Optimization. -- Empirical Comparison of Density-Based Clustering Algorithms for Large Datasets. -- Exact versus Approximate Patterns in Dissimilarity-Based Graph Embedding for Supervised Classification. -- Optimized Early Detection of Bark Beetles through Automated Segmentation and Machine Learning Classification. -- Handling Constraints in Clustering via Multi-Objective Evolutionary Algorithms. -- Analysis of Childrens Emotions in Sketches Using Classical and Deep Learning Approaches. -- Heuristic-Based Optimization Using Elementary Cellular Automata: A Preliminary Study on the Knapsack Problem. -- Language Processing and Recognition. -- Dynamic Strategy for Recognizing the Mexican Sign Language Alphabet: Bridging Static and Dynamic Signs. -- Classification of Suicidal Texts Based on Emotional Change Detection Using LSTM. -- Synthetic Corpus of Emotions for Detection of Depression in Social Networks. -- Deep Neural Networks and Log-Mel Spectrogram for Emotion Recognition through Spanish Speech. -- Phonetic Spectral Image Representation for Yuhmu Language Analysis. -- Multi-Label Classification of Texts on Harassment and Discrimination with Neural Networks. -- Exploring a Multimodal Language Model for Auto-Captioning and Visual Question Answering in Histopathology Images. -- Computer Vision. -- Automatic Counting System in a Region of Interest from Videos Taken by Drones. -- Real-Time Image Analysis Using a Depth Camera for UAV Applications. -- Extending Reference-Based Texture Transformers for Image Dehazing. -- Vision-Based Formation Control Using Visual Servoing and Virtual Homographies. -- Laser Beam Centroid Detection for Automatic Spatial Filtering: A Comparative Analysis of Machine Vision Algorithms. -- Towards End-To-End Visual Odometry for Unstructured Agricultural Environments. -- Medical Applications of Pattern Recognition. -- Early Detection of Acute Myocardial Infarction (AMI) Risk Using Optimized Machine Learning Models. -- Deep Learning Approaches for Glaucoma Detection: A Comparative Study of CNN Models on Retinal Fundus Images. -- Classification of CFD-Generated Aortic Flow Images Using Neural Networks. -- Explainable Diagnosis of Bacterial Vaginosis: A Hierarchical Approach Based on XAI. -- Reinforcement Learning. -- Evaluating Deep Reinforcement Learning for Robotic Navigation. -- Determining Optimal Population Management with Reinforcement Learning. -- Deep Learning and Neural Networks. -- Hybrid Deep Learning Architecture for Automatic Detection of Coronary Stenosis in X-Ray Videos. -- Predicting Crowd Motion with Diffusion Models. -- Enhancing Perceptron Learning through Bayesian Optimisation and Cross-Validation. -- Facial Expression Recognition Using Light Weight CNNs and Soft Voting. -- Automatic Segmentation of the Major Temporal Arcade Using U-Net Attention Architecture. -- A Lightweight Diffusion Model with Modified Sampler. -- Unsupervised Emotion Analysis in Mexican Popular Music Lyrics Using a Bert-Based Model.
Contained By:	Springer Nature eBook
Subject:	Pattern recognition systems - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-96255-4
ISBN:	9783031962554

Pattern recognition = 17th Mexican Conference, MCPR 2025, Guanajuato, Mexico, June 25-28, 2025 : proceedings /
Pattern recognition17th Mexican Conference, MCPR 2025, Guanajuato, Mexico, June 25-28, 2025 : proceedings /[electronic resource] :MCPR 2025edited by Adrián Pastor López-Monroy ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xv, 402 p. :ill., digital ;24 cm. - Lecture notes in computer science,157151611-3349 ;. - Lecture notes in computer science ;15715..

Pattern Recognition and Machine Learning Techniques. -- Detection of Concept Drift in Bayesian Networks. -- Hausdorff Distance Optimization in Low-Density Point Clouds. -- Extremal Topologies for the Merrifield-Simmon Index on Dendrimers in Drug Delivery. -- Tailoring Bounded Instances for the Job Shop Scheduling Problem through Unified Particle Swarm Optimization. -- Empirical Comparison of Density-Based Clustering Algorithms for Large Datasets. -- Exact versus Approximate Patterns in Dissimilarity-Based Graph Embedding for Supervised Classification. -- Optimized Early Detection of Bark Beetles through Automated Segmentation and Machine Learning Classification. -- Handling Constraints in Clustering via Multi-Objective Evolutionary Algorithms. -- Analysis of Childrens Emotions in Sketches Using Classical and Deep Learning Approaches. -- Heuristic-Based Optimization Using Elementary Cellular Automata: A Preliminary Study on the Knapsack Problem. -- Language Processing and Recognition. -- Dynamic Strategy for Recognizing the Mexican Sign Language Alphabet: Bridging Static and Dynamic Signs. -- Classification of Suicidal Texts Based on Emotional Change Detection Using LSTM. -- Synthetic Corpus of Emotions for Detection of Depression in Social Networks. -- Deep Neural Networks and Log-Mel Spectrogram for Emotion Recognition through Spanish Speech. -- Phonetic Spectral Image Representation for Yuhmu Language Analysis. -- Multi-Label Classification of Texts on Harassment and Discrimination with Neural Networks. -- Exploring a Multimodal Language Model for Auto-Captioning and Visual Question Answering in Histopathology Images. -- Computer Vision. -- Automatic Counting System in a Region of Interest from Videos Taken by Drones. -- Real-Time Image Analysis Using a Depth Camera for UAV Applications. -- Extending Reference-Based Texture Transformers for Image Dehazing. -- Vision-Based Formation Control Using Visual Servoing and Virtual Homographies. -- Laser Beam Centroid Detection for Automatic Spatial Filtering: A Comparative Analysis of Machine Vision Algorithms. -- Towards End-To-End Visual Odometry for Unstructured Agricultural Environments. -- Medical Applications of Pattern Recognition. -- Early Detection of Acute Myocardial Infarction (AMI) Risk Using Optimized Machine Learning Models. -- Deep Learning Approaches for Glaucoma Detection: A Comparative Study of CNN Models on Retinal Fundus Images. -- Classification of CFD-Generated Aortic Flow Images Using Neural Networks. -- Explainable Diagnosis of Bacterial Vaginosis: A Hierarchical Approach Based on XAI. -- Reinforcement Learning. -- Evaluating Deep Reinforcement Learning for Robotic Navigation. -- Determining Optimal Population Management with Reinforcement Learning. -- Deep Learning and Neural Networks. -- Hybrid Deep Learning Architecture for Automatic Detection of Coronary Stenosis in X-Ray Videos. -- Predicting Crowd Motion with Diffusion Models. -- Enhancing Perceptron Learning through Bayesian Optimisation and Cross-Validation. -- Facial Expression Recognition Using Light Weight CNNs and Soft Voting. -- Automatic Segmentation of the Major Temporal Arcade Using U-Net Attention Architecture. -- A Lightweight Diffusion Model with Modified Sampler. -- Unsupervised Emotion Analysis in Mexican Popular Music Lyrics Using a Bert-Based Model.

This book constitutes the proceedings of the 17th Mexican Conference on Pattern Recognition, MCPR 2025, held in Guanajuato, Mexico, during June 25-28, 2025. The 36 full papers presented in this volume were carefully reviewed and selected from 70 submissions. They are grouped into the following topics: Pattern Recognition and Machine Learning Techniques; Language Processing and Recognition; Computer Vision; Medical Applications of Pattern Recognition; Reinforcement Learning; Deep Learning and Neural Networks.

ISBN: 9783031962554

Standard No.: 10.1007/978-3-031-96255-4doiSubjects--Topical Terms:

563039
Pattern recognition systems
--Congresses.

LC Class. No.: TK7882.P3

Dewey Class. No.: 006.4

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