Pattern Recognition : 15th Mexican Conference, MCPR 2023, Tepic, Mexico, June 21-24, 2023, Proceedings /
This book constitutes the refereed proceedings of the 15th Mexican Conference on Pattern Recognition, MCPR 2023, held in Tepic, Mexico, during June 21-24, 2023. The 30 full papers presented in this book were carefully reviewed and selected from 61 submissions. The papers are divided into the followi...
| Corporate Author: | |
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| Other Authors: | , , , , |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2023.
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| Edition: | 1st ed. 2023. |
| Series: | Lecture Notes in Computer Science,
13902 |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- Pattern Recognition and Machine Learning Techniques: Feature Analysis and Selection for Water Stream Modeling
- A Cloud-based (AWS) Machine Learning Solution to Predict Account Receivables in a Financial Institution
- A New Approach for Road Type Classification using Multi-Stage Graph Embedding Method
- Removing the Black-Box from Machine Learning
- Using Machine Learning to Identify Patterns in Learner-Submitted Code for the Purpose of Assessment
- Fitness Function Comparison for Unsupervised Feature Selection with Permutational-Based Dierential Evolution
- A Method for Counting Models on Cubic Boolean Formulas
- Automatic Identication of Learning Styles through Behavioral Patterns
- Comparison of Classiers in Challenge Scheme
- Deep Learning and Neural Networks: Robust Zero-Watermarking for Medical Images based on Deep Learning Feature Extraction
- Plant Stress Recognition Using Deep Learning and 3D Reconstruction
- Segmentation and Classification Networks for Corn/Weed Detection under Excessive Field Variabilities
- Leukocyte Recognition Using a Modified AlexNet and Image to Image GAN Data Augmentation
- Spoofing Detection for Speaker Verification with Glottal Flow and 1D Pure Convolutional Networks
- Estimation of Stokes Parameters using Deep Neural Networks
- Experimental Study of the Performance of Convolutional Neural Networks Applied in Art Media Classification
- Medical Applications of Pattern Recognition: Hadamard Layer to Improve Semantic Segmentation in Medical Images
- Patterns in Genesis of Breast Cancer Tumor
- Realistic Simulation of Event-Related Potentials and their usual Noise and Interferences for Pattern Recognition
- Chest X-ray Imaging Severity Score of COVID-19 Pneumonia
- Leukocyte Detection with Novel Fully Convolutional Network and a New Dataset of Blood Smear Complete Samples
- Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms
- Retinal Artery and Vein Segmentation using an Image-to-image Conditional Adversarial Network
- Evaluation of Heatmaps as an Explicative Method for Classifying Acute Lymphoblastic Leukemia Cells
- Language Processing and Recognition: Machine Learning Models Applied in Sign Language Recognition
- Urdu Semantic Parsing: An Improved SEMPRE Framework for Conversion of Urdu Language Web Queries to Logical forms
- Improving the Identification of Abusive Language through Careful Design of Pre-training Tasks
- Industrial Applications of Pattern Recognition: TOPSIS Method for Multiple-Criteria Decision-Making Applied to Trajectory Selection for Autonomous Driving
- Machine-learning based Estimation of the Bending Magnitude Sensed by a Fiber Optic Device
- Graph-based Semi-Supervised Learning using Riemannian Geometry Distance for Motor Imagery Classification.