國立高雄大學圖資館 |

Pattern recognition17th Mexican Conference, MCPR 2025, Guanajuato, Mexico, June 25-28, 2025 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Pattern recognitionedited 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:
Published:	Cham :Springer Nature Switzerland :2025.
Description:	xv, 402 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Pattern recognition systemsCongresses.
Online resource:	https://doi.org/10.1007/978-3-031-96255-4
ISBN:	9783031962554$q(electronic bk.)

Pattern recognition17th 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 ;4891..

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$q(electronic bk.)

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

387176
Pattern recognition systems
--Congresses.

LC Class. No.: TK7882.P3

Dewey Class. No.: 006.4

Pattern recognition17th Mexican Conference, MCPR 2025, Guanajuato, Mexico, June 25-28, 2025 : proceedings /
LDR:05065nmm a2200361 a 4500 001 683094
003 DE-He213
005 20250624130246.0
006 m d
007 cr nn 008maaau
008 251212s2025 sz s 0 eng d
020 $a 9783031962554$q(electronic bk.)
020 $a 9783031962547$q(paper)
024 7 $a 10.1007/978-3-031-96255-4 $2 doi
035 $a 978-3-031-96255-4
040 $a GP $c GP
041 0 $a eng
050 4 $a TK7882.P3
072 7 $a UYQP $2 bicssc
072 7 $a COM016000 $2 bisacsh
072 7 $a UYQP $2 thema
082 0 4 $a 006.4 $2 23
090 $a TK7882.P3 $b M611 2025
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Pattern recognition $h [electronic resource] : $b 17th Mexican Conference, MCPR 2025, Guanajuato, Mexico, June 25-28, 2025 : proceedings / $c edited by Adrián Pastor López-Monroy ... [et al.].
246 3 $a MCPR 2025
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a xv, 402 p. : $b ill., digital ; $c 24 cm.
338 $a online resource $b cr $2 rdacarrier
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 15715
505 0 $a 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.
520 $a 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.
650 0 $a Pattern recognition systems $v Congresses. $3 387176
650 0 $a Computer vision $3 253837
650 1 4 $a Automated Pattern Recognition. $3 913155
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Computer Communication Networks. $3 218087
700 1 $a López-Monroy, Adrián Pastor. $3 996840
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
856 4 0 $u https://doi.org/10.1007/978-3-031-96255-4
950 $a Computer Science (SpringerNature-11645)