El quehacer cotidiano de los investigadores y estudiantes que forman parte de la comunidad académica del Centro de Investigación en Computación (CIC) se traduce en la generación de diversos productos, entre los que destaca la publicación de artículos de investigación de calidad internacional indexados en JCR e ISI, la publicación de libros y capítulos de libros derivados de proyectos de investigación, presentación de trabajos en congresos internacionales, así como la generación de solicitudes de formas de protección de propiedad intelectual, como patentes, derechos de autor, y modelos de utilidad, entre otros.



Lista de publicaciones del año 2025 al 2020 por: Sidorov Grigori

Título ↨ Tipo↨ Subtipo↨ Descripción↨ Año↨
Multi-label Emotion Classification using Content-Based Features in Twitter Revista CONACYT Computación y Sistemas 2020
Transformer-based extractive social media question answering on tweetqa Revista CONACYT Computación y Sistemas 2021
Automatic Hate Speech Detection Using CNN Model and Word Embedding Revista CONACYT Computación y Sistemas 2022
Android Malware Classification Based on Fuzzy Hashing Visualization Revista CONACYT Machine Learning and Knowledge Extraction 2023
Adaptation of Transformer-Based Models for Depression Detection Revista CONACYT Computación y Sistemas 2024
Multi-Instrument Based N-Grams for Composer Classification Task Revista CONACYT Computación y Sistemas 2024
Stress Recognition in Code-Mixed Social Media Texts using Machine Learning Revista CONACYT International Journal of Combinatorial Optimization Problems and Informatics 2024
Mental Illness Classification on Social Media Texts Using Deep Learning and Transfer Learning Revista CONACYT Computación y Sistemas 2024
Overview of HOPE at IberLEF 2024: ApproachingHope Speech Detection in Social Media from TwoPerspectives, for Equality, Diversity and Inclusionand as Expectations Revista CONACYT Procesamiento del Lenguaje Natural 2024
Enhancement of Named Entity Recognition in Low-Resource Languages with Data Augmentation and BERT Models: A Case Study on Urdu Revista CONACYT Computers 2024
Elegante: A Machine Learning-Based Threads Configuration Tool for SpMV Computations on Shared Memory Architecture Revista CONACYT Information 2024
Hope Speech Detection Using Social Media Discourse (Posi-Vox-2024): A Transfer Learning Approach Revista CONACYT Journal of Language and Education 2024
ORUD-Detect: A Comprehensive Approach to Offensive Language Detection in Roman Urdu Using Hybrid Machine Learning–Deep Learning Models with Embedding Techniques Revista CONACYT Information 2025
Hybrid Machine Learning and Deep Learning Approaches for Insult Detection in Roman Urdu Text Revista CONACYT AI 2025
Detection of Depression Severity in Social Media Text Using Transformer-Based Models Revista CONACYT Information 2025
Towards a Proto Artificial General Intelligence: The Role of Large Language Model Ontologies in its Development Revista CONACYT Computacion y Sistemas 2024
Natural Language Processing Approach Using a Neural Network Ensemble (CNN-HSNN) for Skin Cancer and Multi-Disease Classification Revista CONACYT Computacion y Sistemas 2024
Similarity Metrics for Automatic Verb Sense Disambiguation Using a Corpus based on WordNet; [Métricas de similitud para la desambiguación automática del sentido de los verbos sobre un corpus basado en WordNet] Revista CONACYT Computacion y Sistemas 2024
Identification of Scientific Texts Generated by Large Language Models Using Machine Learning Revista CONACYT Computers 2024
Machine Learning- and Deep Learning-Based Multi-Model System for Hate Speech Detection on Facebook Revista CONACYT Algorithms 2025
Sentiment Analysis Using a Large Language Model–Based Approach to Detect Opioids Mixed With Other Substances Via Social Media: Method Development and Validation Revista CONACYT JMIR Infodemiology 2025
UA-HSD-2025: Multi-Lingual Hate Speech Detection from Tweets Using Pre-Trained Transformers Revista CONACYT Computers 2025
Opioid Crisis Detection in Social Media Discourse Using Deep Learning Approach Revista CONACYT Information 2025
Multilingual Named Entity Recognition in Arabic and Urdu Tweets Using Pretrained Transfer Learning Models Revista CONACYT Computers 2025
Multi-Level Depression Severity Detection with Deep Transformers and Enhanced Machine Learning Techniques Revista CONACYT AI 2025
Detection of Biased Phrases in the Wiki Neutrality Corpus for Fairer Digital Content Management Using Artificial Intelligence Revista CONACYT Big Data and Cognitive Computing 2025
Performance Tradeoffs in Adaptive Hybrid Encryption and Decryption Techniques Security Analysis for Optimized Protection in IoT-Environ-mental Data Systems Revista CONACYT Contemporary Mathematics 2025
RUDA-2025: Depression Severity Detection Using Pre-Trained Transformers on Social Media Data Revista CONACYT AI 2025
A Large Language Model-Based Approach for Multilingual Hate Speech Detection on Social Media Revista CONACYT Computers 2025
Cyberbullying Detection on Social Media Using Machine Learning Techniques Revista CONACYT Computacion y Sistemas 2025
Integration of Agile Approaches with Quantum High-Performance Computing in Healthcare System Designs Revista CONACYT Computacion y Sistemas 2025
Overview of PolyHope at IberLEF 2025: Optimism, Expectation or Sarcasm? Revista CONACYT Procesamiento del Lenguaje Natural 2025
Transformer-Based Approaches for Purépecha Translation: Advancing Indigenous Language Preservation Revista CONACYT International Journal of Combinatorial Optimization Problems and Informatics 2025