Pattern Recognition

Pattern Recognition

16th Mexican Conference, MCPR 2024, Xalapa, Mexico, June 19-22, 2024, Proceedings

Carrasco-Ochoa, Jesus Ariel; Mezura-Montes, Efren; Martinez-Trinidad, Jose Francisco; Acosta-Mesa, Hector Gabriel; Olvera-Lopez, Jose Arturo

Springer International Publishing AG

06/2024

398

Mole

9783031628351

15 a 20 dias

Descrição não disponível.
.- 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.
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computer vision;data mining;Natural Language Processing and Recognition;document processing and recognition;fuzzy and hybrid techniques in pattern recognition;image coding, processing and analysis;industrial and medical applications of pattern recognition;bioinformatics;logical combinatorial pattern recognition;mathematical morphology;Artificial Intelligence Techniques and Recognition;Pattern Recognition Principles;robotics and remote sensing applications of pattern recognition;shape and texture analysis;signal processing and analysis;Special Hardware Architectures;statistical and structural pattern recognition;voice and speech recognition;Parallel and Distributed Pattern Recognition;neural networks and associative memories