000 07029nam a22006015i 4500
001 978-3-031-62836-8
003 DE-He213
005 20251030112315.0
007 cr nn 008mamaa
008 240617s2024 sz | s |||| 0|eng d
020 _a9783031628368
_9978-3-031-62836-8
024 7 _a10.1007/978-3-031-62836-8
_2doi
050 4 _aQ337.5
050 4 _aTK7882.P3
072 7 _aUYQP
_2bicssc
072 7 _aCOM016000
_2bisacsh
072 7 _aUYQP
_2thema
245 1 0 _aPattern Recognition
_h[electronic resource] :
_b16th Mexican Conference, MCPR 2024, Xalapa, Mexico, June 19–22, 2024, Proceedings /
_cedited by Efrén Mezura-Montes, Héctor Gabriel Acosta-Mesa, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad, José Arturo Olvera-López.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXV, 398 p. 149 illus., 118 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14755
505 0 _a -- 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.
520 _aThis 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.
650 0 _aPattern recognition systems.
_965547
650 0 _aArtificial intelligence.
_958441
650 0 _aComputer networks .
_960157
650 1 4 _aAutomated Pattern Recognition.
_965551
650 2 4 _aArtificial Intelligence.
_958441
650 2 4 _aComputer Communication Networks.
_965689
700 1 _aMezura-Montes, Efrén.
_eeditor.
_0(orcid)0000-0002-1565-5267
_1https://orcid.org/0000-0002-1565-5267
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_969679
700 1 _aAcosta-Mesa, Héctor Gabriel.
_eeditor.
_0(orcid)0000-0002-0935-7642
_1https://orcid.org/0000-0002-0935-7642
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_978790
700 1 _aCarrasco-Ochoa, Jesús Ariel.
_eeditor.
_0(orcid)0000-0002-9982-7758
_1https://orcid.org/0000-0002-9982-7758
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_978791
700 1 _aMartínez-Trinidad, José Francisco.
_eeditor.
_0(orcid)0000-0001-7973-9075
_1https://orcid.org/0000-0001-7973-9075
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_978792
700 1 _aOlvera-López, José Arturo.
_eeditor.
_0(orcid)0000-0003-0639-1463
_1https://orcid.org/0000-0003-0639-1463
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_978793
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031628351
776 0 8 _iPrinted edition:
_z9783031628375
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14755
856 4 0 _uhttps://doi.org/10.1007/978-3-031-62836-8
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
999 _c60777
_d60777