Advances in Soft Computing : 23rd Mexican International Conference on Artificial Intelligence, MICAI 2024, Tonantzintla, Mexico, October 21-25, 2024, Proceedings, Part II (Lecture Notes in Computer Science) (2024)

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Advances in Soft Computing : 23rd Mexican International Conference on Artificial Intelligence, MICAI 2024, Tonantzintla, Mexico, October 21-25, 2024, Proceedings, Part II (Lecture Notes in Computer Science) (2024)

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  • 製本 Paperback:紙装版/ペーパーバック版/ページ数 257 p.
  • 言語 ENG
  • 商品コード 9783031755422

Full Description

The two-volume set, LNAI 15246 and 15247, constitutes the proceedings of the 23rd Mexican International Conference on Artificial Intelligence, MICAI 2024, held in Tonantzintla, Mexico in October 21-25, 2024.

The 37 full papers presented in these proceedings were carefully reviewed and selected from 141 submissions. The papers presented in these two volumes are organized in the following topical sections:

Part I - Machine Learning; Computer Vision.

Part II - Intelligent Systems; Bioinformatics and Medical Applications; Natural Language Processing.

Contents

.- Intelligent Systems.

.- Speeding up the Multi-Objective NAS Through Incremental Learning.

.- Tax Underreporting Detection using an Unsupervised Learning Approach.

.- Unsupervised anomaly detection algorithms unveil relevant temporal and spatial patterns in the SARS COV2 codon usage in M'exico.

.- Spatial intelligent estimation of energy consumption.

.- Exploring Classificational Cellular Automaton Hyper-heuristics for Solving the Knapsack Problem.

.- Enhancing Reptile Search Algorithm Performance for the Knapsack Problem with Integration of Chaotic Map.

.- Optimal Fuzzy-Genetic Self-Tuning for Tracking Photovoltaic Peak Power.

.- Novel Approaches to the Minimum Identifying Code Problem Using Enhanced Genetic Algorithms.

.- Bioinformatics and Medical Applications.

.- Emotion recognition Method based on EEG Signal Processing, Simplified Inception Network and Discrete Model.

.- Enhancing User Authentication Through EEG based P300 Speller Response.

.- Detecting Alzheimer's Disease through the Use of Language Impairment Features.

.- From EEG Signal Acquisition and Classification to Mobile Integration: A Comprehensive Framework.

.- Leveraging Pre-trained Models for Robust Federated Learning for Kidney Stone Type Recognition.

.- Natural Language Processing.

.- Automatic Text Summarization based on Transportation Network and Word Mover's Distances embeddings: a toy experiment.

.- Identification of Fake Users in Mobile Communication Using Sentiment Analysis Techniques.

.- RESTful API for intent recognition based on RASA.

.- Predicting the 2024 Mexican Presidential Election with Social Media.

.- Multilevel Analyses of Russian Texts with RuLingva: a case study.

.- Attention + LSTM Aspect-based Sentiment Analysis for multi-label classification.

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