07029nam a22006015i 4500 978-3-031-62836-8 DE-He213 20251030112315.0 cr nn 008mamaa 240617s2024 sz | s |||| 0|eng d 9783031628368 978-3-031-62836-8 10.1007/978-3-031-62836-8 doi Q337.5 TK7882.P3 UYQP bicssc COM016000 bisacsh UYQP thema Pattern Recognition [electronic resource] : 16th Mexican Conference, MCPR 2024, Xalapa, Mexico, June 19–22, 2024, Proceedings / edited by Efrén Mezura-Montes, Héctor Gabriel Acosta-Mesa, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad, José Arturo Olvera-López. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XV, 398 p. 149 illus., 118 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Computer Science, 1611-3349 ; 14755 -- Pattern Recognition and Machine Learning Techniques. -- Identification of Spatial Dynamic Patterns of Behavior Using Weighted Voronoi Diagrams. -- Pattern Recognition in Road Safety: Uncovering the Latent Causes of Accidents on Mexico’s Federal Highways. -- A Regression Tree as Acquisition Function for Low-dimensional Optimisation. -- Missing Data and Their Effect on Algorithm Selection for the Bin Packing Problem. -- Statistical Evaluation of CESAMO Encoder for Pattern Preservation in Categorical Data. -- Shortest Reducts versus Shortest Constructs. -- Diversity in Genetic Algorithms in the Generation of School Schedules. -- Multiobjective Assignment of Citizens to INE Service Modules Using NSGA-II: An Efficient Optimization Approach. -- Feature Engineering for Music/Speech Detection in Costa Rica Radio Broadcast. -- Towards a Novel Approach for Knowledge Base Population Using Distant Supervision. -- Mapping Activities onto a Two-dimensional Emotions Model for Dog Emotion Recognition Using Inertial Data. -- An Exploratory Study on Machine-Learning-Based Hyper-heuristics for the Knapsack Problem. -- Computer Vision. -- Pattern Recognition of Pupillary Reflex Dynamics to Isoluminescent RGB Chromatic Stimuli. -- On the Minimal Perimeter Polygon for Digital Objects in the Triangular Tiling. -- 3BUGS: Representing Building Geometries Extracted from Point Clouds. -- Front-to-Birds-Eye-View Transformation for Autonomous Vehicles: A Class Imbalance-based Approach. -- Evaluating the Effectiveness of an AI Model with Transfer of Learning in the Educational Attendance Record. -- Multimodal-Attention Fusion for the Detection of Questionable Content in Videos. -- Optimization of Color Dominance Factor by Greedy Algorithm for Leaves and Fruit Segmentation of tomato Plants. -- A Robust Content Identification System for Picture-In-Picture Attack Detection Using Trainable Background Removal and Perceptual Hashing Functions. -- Medical Applications of Pattern Recognition. -- Detection of Depression Symptoms Through Unsupervised Learning. -- The Role of California Fires in Predicting Valley Fever. -- Recognition of Leukemic Retinopathy Using Knowledge of Diabetic Retinopathy. -- Classification of Breast Lesions Using Mammary Sinograms and Deep Learning. -- Ultrasound Bone Surface Segmentation for Hip Joint Arthroscopy: Evaluating a Local Phase-Based and a Rigid Object Filtering in a Simulated Environment. -- Comparison of CNNs and ViTs for the Detection of Human Skin Lesions. -- Language Processing and Recognition. -- Text-Independent Speaker Identification with Glottal Flow and 1D Convolutional Neural Networks. -- Towards the Automatic Construction of Multimodal Graphical and Voice Interfaces. -- An Analysis of the Impact of Gender and Age on Perceiving and Identifying Sexist Posts. -- Relevance of Sentence Features for Multi-Document Text Summarization Using Human-Written Reference Summaries. -- Classification of Human and Machine-generated Texts Using Lexical Features and Supervised/Unsupervised Machine Learning Algorithms. -- Identification of Deceptive Texts Using Cascade Classification. -- Deep Learning and Neural Networks. -- LCAM-Net: Local Context Attention Network for Diabetic Retinopathy Severity Classification. -- Image Classification with Recurrent Spiking Neural Networks. -- Reducing Parameters by Neuroevolution in CNN for Steering Angle Estimation. -- Learnable Gabor Filters in CNNs: Avoiding Filter Degeneration via Early Stopping Based on Similarity Metrics. This book constitutes the proceedings of the 16th Mexican Conference on Pattern Recognition, MCPR 2024, held in Xalapa, Mexico, during June 19–22, 2024, Proceedings. The 36 full papers were carefully reviewed and selected from 68 submissions. The papers are organized in subject areas as follows: Pattern Recognition and Machine Learning Techniques; Computer Vision; Medical Applications of Pattern Recognition; Language Processing and Recognition; Deep Learning and Neural Networks. Pattern recognition systems. 65547 Artificial intelligence. 58441 Computer networks . 60157 Automated Pattern Recognition. 65551 Artificial Intelligence. 58441 Computer Communication Networks. 65689 Mezura-Montes, Efrén. editor. (orcid)0000-0002-1565-5267 https://orcid.org/0000-0002-1565-5267 edt http://id.loc.gov/vocabulary/relators/edt 69679 Acosta-Mesa, Héctor Gabriel. editor. (orcid)0000-0002-0935-7642 https://orcid.org/0000-0002-0935-7642 edt http://id.loc.gov/vocabulary/relators/edt 78790 Carrasco-Ochoa, Jesús Ariel. editor. (orcid)0000-0002-9982-7758 https://orcid.org/0000-0002-9982-7758 edt http://id.loc.gov/vocabulary/relators/edt 78791 Martínez-Trinidad, José Francisco. editor. (orcid)0000-0001-7973-9075 https://orcid.org/0000-0001-7973-9075 edt http://id.loc.gov/vocabulary/relators/edt 78792 Olvera-López, José Arturo. editor. (orcid)0000-0003-0639-1463 https://orcid.org/0000-0003-0639-1463 edt http://id.loc.gov/vocabulary/relators/edt 78793 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031628351 Printed edition: 9783031628375 Lecture Notes in Computer Science, 1611-3349 ; 14755 https://doi.org/10.1007/978-3-031-62836-8 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC 60777 60777