Advances in Computational Intelligence : 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Monterrey, Mexico, October 24–29, 2022, Proceedings, Part I / edited by Obdulia Pichardo Lagunas, Juan Martínez-Miranda, Bella Martínez Seis.

Format:

Book

Contributor:

Pichardo Lagunas, Obdulia, editor.

Martínez-Miranda, Juan, editor.

Martínez Seis, Bella, editor.

Series:

Lecture Notes in Artificial Intelligence, 2945-9141 ; 13612

Language:

English

Subjects (All):

Artificial intelligence.

Artificial Intelligence.

Local Subjects:

Artificial Intelligence.

Physical Description:

1 online resource (465 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2022.

Summary:

The two-volume set LNAI 13612 and 13613 constitutes the proceedings of the 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, held in Monterrey, Mexico, in October 2022. The total of 63 papers presented in these two volumes was carefully reviewed and selected from 137 submissions. The first volume, Advances in Computational Intelligence, contains 34 papers structured into three sections: Machine and Deep Learning Image Processing and Pattern Recognition Evolutionary and Metaheuristic Algorithms The second volume contains 29 papers structured into two sections: Natural Language Processing Intelligent Applications and Robotics.

Contents:

Natural Language Processing

Urdu Named Entity Recognition with Attention Bi-LSTM-CRF Model

Impact Evaluation of Multimodal Information on Sentiment Analysis

Improving Neural Machine Translation for Low Resource Languages using Mixed Training: The Case of Ethiopian Languages

Machine translation of texts from languages with low digital resources: a systematic review

Comparison between SVM and DistilBERT for multi-label text classification of scientific papers aligned with sustainable development goals

A hybrid methodology based on CRISP-DM and TDSP for the execution of preprocessing tasks in Mexican environmental laws

News Intention Study and Automatic Estimation of its Impact

Evaluation of a New Representation for Noise Reduction in Distant Supervision

Automatic identification of suicidal ideation in texts using cascade classifiers

Web crawler and classifier for news articles

Sentiment Analysis in the Rest-Mex challenge

A bibliometric review of methods and algorithms for generating corpora for learning vector word embeddings

Evaluating The Impact of OCR Quality on Short Text Classification Task

Techniques for generating language learning resources a system for generating exercises for the differentiation of literal and metaphorical context

Exploratory Data Analysis for the Automatic Detection of Question Paraphrasing in Collaborative Environments

Diachronic Neural Network Predictor of Word Animacy

Sequential Models for Sentiment Analysis: A Comparative Study

Intelligent Applications and Robotics

Analysis of Procedural Generated Textures for Video Games using a CycleGAN

Vibration Analysis of an Industrial Motor with Autoencoder for Predictive Maintenance

Modeling and simulation of swarm of foraging robots for collecting resources using RAOI behavior policies

Data-driven adaptive force control for a novel soft-robot based on ultrasonic atomization

Data-driven-modelling and control for a class of discrete-time robotic system using an adaptive tuning for Pseudo Jacobian Matrix algorithm

Retrieval-based Statistical Chatbot in a Scientometric domain

Red Light/Green Light: a lightweight algorithm for, possibly fraudulent, online behavior change detection

Machine Learning Model of Digital Transformation Index for Mexican Households

Credit Risk Models in the Mexican Context Using Machine Learning

Ventilator Pressure Prediction Using a Regularized Regression Model

An Intelligent Human Activity Recognizer for Visually Impaired People using Deep Learning Technique

Takagi-Sugeno Type Neuro Fuzzy System Model based Fault Diagnostic in Photovoltaic System.

Notes:

Includes index.

Other Format:

Print version: Pichardo Lagunas, Obdulia Advances in Computational Intelligence

ISBN:

9783031194931

3031194934