Centro de Investigación en Computación

Ildar Batyrshin

Laboratorio de Procesamiento de Lenguaje Natural

Curriculum

Dr. Ildar Batyrshin es el Profesor Titular C del Centro de Investigación en Computación del IPN, Laboratorio de Procesamiento de Lenguaje Natural. Investigador Nacional Emeritus de México. Senior Member de IEEE, Computational Intelligence Society. El obtuvo el Diploma de Ingeniero-Físico del Instituto de Física y Técnica de Moscú, Rusia, el grado de Doctor en Ciencias Técnicas del Instituto Energético de Moscú, Rusia, el grado de Doctor en Ciencias Físico-Matemáticas (habilitación) de Comité Superior de Títulos de la Federación Rusa. Tesis de Doctorado dirigidas: 9. Autor o editor de 20 libros y volúmenes especiales. Co-Chair de 10 congresos internacionales en Rusia, Estados Unidos, México, Brasil, China. Áreas de investigación: Inteligencia Computacional, Inteligencia Artificial, Sistemas Expertos, Lógica Difusa, Minería de Datos, Análisis de Redes Sociales, Análisis de Series de Tiempo, Agrupamiento de Datos (Clustering), Medidas de Asociación, Toma de Decisiones.

Formación Académica

  • Dr. en - (0000)

Contacto

Nivel SNII: Émerito (2022-2028 )
Email: batyr1@cic.ipn.mx
Extensión(es): 56599

Programas Académicos
DCC - Inteligencia Artificial y Cómputo Científico Tiempo Completo
MCIC - Inteligencia Artificial y Cómputo Científico Tiempo Completo
MCC - Inteligencia Artificial y Cómputo Científico Tiempo Completo

Total de publicaciones 96

Título Descripción Fecha
Application of Large Language Models to the Diagnosis of Respiratory Diseases Computacion y Sistemas 2025-07-01
Elegante+: A Machine Learning-Based Optimization Framework for Sparse Matrix–Vector Computations on the CPU Architecture Information 2025-01-24
Multilingual hope speech detection from tweets using transfer learning models Scientific Reports 2025-12-01
Multilingual Named Entity Recognition in Arabic and Urdu Tweets Using Pretrained Transfer Learning Models Computers 2025-08-11
Opioid Crisis Detection in Social Media Discourse Using Deep Learning Approach Information 2025-06-27
RUDA-2025: Depression Severity Detection Using Pre-Trained Transformers on Social Media Data AI 2025-07-15
Sentiment Analysis Using a Large Language Model–Based Approach to Detect Opioids Mixed With Other Substances Via Social Media: Method Development and Validation JMIR Infodemiology 2025-06-19
The Influence of Body Mass Index on Monocytes and Eosinophil Levels and Their Relationship With Spirometric Parameters in Children and Adolescents With Bronchial Asthma Canadian Respiratory Journal 2025-04-10
UA-HSD-2025: Multi-Lingual Hate Speech Detection from Tweets Using Pre-Trained Transformers Computers 2025-06-18
UE-NER-2025: A GPT-Based Approach to Multi-Lingual Named Entity Recognition on Urdu and English IEEE Access 2025-07-03

Título Descripción Fecha
Analysis of Relationships between Co-Symmetric Dissimilarity Measures of Probability Distributions with Involutive Negations Computación y Sistemas 2024-04-01
Correlation Functions over Sets with Involutions Computacion y Sistemas 2024-10-01
Elegante: A Machine Learning-Based Threads Configuration Tool for SpMV Computations on Shared Memory Architecture Information 2024-11-01
From Simple Detection to Quality-aware Prediction: Exploring Argument Complexity with Machine Learning Research in Computing Science 2024-12-01
Hope Speech Detection Using Social Media Discourse (Posi-Vox-2024): A Transfer Learning Approach Journal of Language and Education 2024-12-30
Stress Recognition in Code-Mixed Social Media Texts using Machine Learning International Journal of Combinatorial Optimization Problems and Informatics 2024-01-01

Título Descripción Fecha
A Survey of Empathetic Generative Chatbots Recent Developments and the New Directions of Research, Foundations, and Applications  2023-06-27
Aspects of the relationship between cognitive dysfunction and bronchial asthma in children and adults Opera Medica et Physiologica 2023-06-01
Explainable Correlation of Categorical Data and Bar Charts Recent Developments and the New Directions of Research, Foundations, and Applications  2023-06-27
On Similarity Correlation of Probability Distributions Recent Developments and the New Directions of Research, Foundations, and Applications  2023-06-27
Parametric Negations of Probability Distributions and Fuzzy Distribution Sets Computación y Sistemas 2023-07-01

Título Descripción Fecha
Bipolar Dissimilarity and Similarity Correlations of Numbers Mathematics 2022-03-02
Evaluation of deep learning models for sentiment analysis Journal of Intelligent & Fuzzy Systems 2022-11-11
Fuzzy Distribution Sets Computación y Sistemas 2022-07-01
Measures of association of local trends and networks of foreign exchange market in analysis of currency co-movement Journal of Intelligent & Fuzzy Systems 2022-11-11
New Similarity Measures for Item-based Neighborhood Collaborative Filtering Acta Polytechnica Hungarica 2022-10-01
Similarity Correlation of Frequency Distributions of Categorical Data in Analysis of Cognitive Decline Severity in Asthmatics Computación y Sistemas 2022-10-01
Soft computing and advances in intelligent systems Journal of Intelligent & Fuzzy Systems 2022-11-11
Unsupervised authorship attribution using feature selection and weighted cosine similarity Journal of Intelligent and Fuzzy Systems 2022-03-31

Título Descripción Fecha
Advances in Computational Intelligence 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Mexico City, Mexico, October 25–30, 2021: Proceedings, Part I 2021-10-31
Advances in Soft Computing 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Mexico City, Mexico, October 25–30, 2021: Proceedings, Part II 2021-10-31
Contracting and involutive negations of probability distributions Mathematics 2021-10-01
Estimating a probability distribution corresponding to the negation of a property Soft Computing 2021-06-01
Generating negations of probability distributions Soft Computing 2021-06-01
Negations of Probability Distributions: A Survey Computación y Sistemas 2021-10-01
On Explainable Features for Translatorship Attribution: Unveiling the Translator's Style with Causality IEEE Access 2021-06-29
The Differences in the Levels of Oxidative Status Marker and Soluble CD95 in Patients with Moderate to Severe COPD during an Exacerbation and a Stable Period Oxidative Medicine and Cellular Longevity 2021-12-09

Título Descripción Fecha
Constructing correlation coefficients from similarity and dissimilarity functions Acta Polytechnica Hungarica 2020-11-27
Generalidades para funciones de correlación entre distribuciones de probabilidad Research in Computing Science 2020-06-01
Learning rules for Sugeno ANFIS with parametric conjunction operations Applied Soft Computing 2020-04-01
Relationship of Serum Levels of IL-17, IL-18, TNF-α, and Lung Function Parameters in Patients with COPD, Asthma-COPD Overlap, and Bronchial Asthma Mediators of Inflammation 2020-07-12
The State of the Nitric Oxide Cycle in Respiratory Tract Diseases Oxidative Medicine and Cellular Longevity 2020-10-19
Uso de n-gramas sintácticos en la atribución de traductor Research in Computing Science 2020-08-01

Título Descripción Fecha
Contrast Similarity Measures of Fuzzy Sets Computación y Sistemas 2019-10-01
Features of Oxidative and Nitrosative Metabolism in Lung Diseases Oxidative Medicine and Cellular Longevity 2019-05-22
Fuzzy techniques: theory and applications International Fuzzy Systems Association (IFSA) and the Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) IFSA-NAFIPS’2019, June 18-21, 2019, Lafayette, Louisiana, U 2019-06-18
Prediction of reading difficulty in Russian academic texts Journal of Intelligent & Fuzzy Systems 2019-05-14
Special issue on Similarity, Correlation and Association Measures (Editorial) Journal of Intelligent & Fuzzy Systems 2019-04-01
Towards a general theory of similarity and association measures: Similarity, dissimilarity and correlation functions Journal of Intelligent & Fuzzy Systems 2019-04-10

Título Descripción Fecha
A Feasible Genetic Optimization Strategy for Parametric Interval Type-2 Fuzzy Logic Systems International Journal of Fuzzy Systems 2018-01-24
Analysis of relationships between tweets and stock market trends Journal of Intelligent & Fuzzy Systems 2018-05-24
Soluble HLA-I and HLA-II Molecules Are Potential Prognostic Markers of Progression of Systemic and Local Inflammation in Patients with COPD Disease Markers 2018-11-27

Título Descripción Fecha
A Survey on Computer Science Techniques in the FOREX Market: Models and Applications Research in Computing Science 2017-10-23
Algorithm for Extraction of Subtrees of a Sentence Dependency Parse Tree Acta Polytechnica Hungarica 2017-09-09
Application of the distributed document representation in the authorship attribution task for small corpora Soft Computing 2017-02-10
Bipolar Rating Scales: A Survey and Novel Correlation Measures Based on Nonlinear Bipolar Scoring Functions Acta Polytechnica Hungarica 2017-01-01
Guest Editors’ Introduction to the Special Issue on Computational Intelligence Acta Polytechnica Hungarica 2017-01-01
Relationship of the Content of Systemic and Endobronchial Soluble Molecules of CD25, CD38, CD8, and HLA-I-CD8 a nd Lung Function Parameters in COPD Patients Disease Markers 2017-08-07
The Significance of Soluble Molecules of Cellular Adhesion, Nitric Oxide Metabolites, and Endothelin-1 and their Associations as Markers of Progression of Inflammation in COPD Sovremennye Tehnologii v Medicine 2017-03-01

Título Descripción Fecha
Análisis de propiedades de medidas de similitud con atributos binarios Research in Computing Science 2016-05-14
Association measures on sets with involution and similarity measure Recent Developments and New Direction in Soft-Computing Foundations and Applications 2016-05-26
Similitud de series de tiempo basada en longitud de patrones de la transformada por aproximación móvil Research in Computing Science 2016-05-05
Time series shape association measures and local trend association patterns Neurocomputing 2016-01-29
Visualization of similarity measures for binary data and 2 x 2 tables Computación y Sistemas 2016-09-26
Which Robust Versions of Sample Variance and Sample Covariance Are Most Appropriate for Econometrics: Symmetry-Based Analysis Thai Journal of Mathematics 2016-07-01

Título Descripción Fecha
Association measures on [0,1] Journal of Intelligent & Fuzzy Systems 2015-10-07
Hardware Design of Digital Parametric Conjunctors and t-Norms International Journal of Fuzzy Systems 2015-12-01
MEASURES OF ASSOCIATION OF PLAUSIBLE EVENTS Fuzzy Sets and Soft Computing 2015-01-22
On definition and construction of association measures Journal of Intelligent & Fuzzy Systems 2015-10-28
One More Geometric Interpretation of Pearson’s Correlation (Aceptado) Thailand Statistician 2015-07-01
The fuzzy system and its application in East Asia Journal of Intelligent & Fuzzy Systems 2015-10-28

Título Descripción Fecha
Design and Implementation of Differential Evolution Algorithm on FPGA for Double-Precision Floating-Point Representation Acta Polytechnica Hungarica 2014-01-01
Methods and applications of artificial and computational intelligence Expert Systems with Applications 2014-01-01
Multi-criteria selection of an Air Quality Model configuration based on quantitative and linguistic evaluations Expert Systems with Applications 2014-03-01

Título Descripción Fecha
Conjunction and disjunction operations for digital fuzzy hardware Applied Soft Computing 2013-07-01
Editorial, Polibits Polibits 2013-07-01
On the monotone sum of basic t-norms in the construction of parametric families of digital conjunctors for fuzzy systems with reconfigurable logic Knowledge-Based Systems 2013-01-01

Título Descripción Fecha
A method for aquifer identification in petroleum reservoirs: A case study of Puerto Ceiba oilfield Journal of Petroleum Science and Engineering 2012-09-01
On generation and FPGA implementation of digital fuzzy parametric conjunctions Applied and Computational Mathematics 2012-01-01
Parametric Type-2 Fuzzy Logic Systems Fuzzy Logic - Algorithms, Techniques and implementations 2012-03-28
Preface in Applied and Computational Mathematics Applied and Computational Mathematics 2012-01-01
Special Issue on Applied Artificial Intelligence and Soft Computing PREFACE Applied and Computational Mathematics 2012-05-01

Título Descripción Fecha
FPGA Implementation of Fuzzy Mamdani System with Parametric Conjunctions Generated by Monotone Sum of Basic t–Norms Polibits 2011-07-01
Uncertainties with memory in construction of strict monotonic t-norms and t-conorms for finite ordinal scales: Basic definitions and applicatio Applied and Computational Mathematics 2011-01-01

Título Descripción Fecha
The optimal design of experiments (ODOE) as an alternative method for catalysts libraries optimization Catalysis Today 2010-10-30

Título Descripción Fecha
On generation of digital fuzzy parametric conjunctions Studies in Computational Intelligence 2009-01-01
Perception based time series data mining in intelligent decision making systems Ipek Yolu 2009-01-01

Título Descripción Fecha
Fuzzy expert system for solving lost circulation problem Applied Soft Computing 2008-01-01
Knowledge-based collaborative engineering of pipe networks in the upstream and downstream petroleum industry Computers in Industry 2008-12-01
Perception based data mining and decision support systems International Journal of Approximate Reasoning 2008-04-01
Perception-based approach to time series data mining Applied Soft Computing 2008-06-01

Título Descripción Fecha
Hybrid method for porosity classification in carbonate formations Journal of Petroleum Science and Engineering 2005-05-15

Título Descripción Fecha
On linguistic representation of quantitative dependencies Expert Systems with Applications 2004-01-01

Título Descripción Fecha
On the structure of involutive, contracting and expanding negations Fuzzy Sets and Systems 2003-11-01

Título Descripción Fecha
On fuzzinesstic measures of entropy on Kleene algebras Fuzzy Sets and Systems 1997-01-01

Título Descripción Fecha
Constructing association patterns of time series based on local trends. Integrated Models and Soft Computing in Artificial Intelligenc

Total de congresos 59

Título Descripción Fecha
WISE: A Machine Learning-Based Tool for Analyzing Heroin and Fentanyl Withdrawal Experiences on Social Media 24th Mexican International Conference on Artificial Intelligence, MICAI 2025 2025-11-03

Título Descripción Fecha
Attention + LSTM Aspect-Based Sentiment Analysis for Multi-label Classification 23rd Mexican International Conference on Artificial Intelligence, MICAI 2024 2024-10-21
Enhancing Hope Speech Detection on Twitter Using Machine Learning and Transformer Models 6th Iberian Languages Evaluation Forum, IberLEF 2024 2024-09-24
New Similarity Correlation Functions for Sets and Binary Data based on Jaccard Similarity Measure 18th IEEE International Symposium on Applied Computational Intelligence and Informatics, SACI 2024 2024-05-23
Pinealai at SemEval-2024 Task 1: Exploring Semantic Relatedness Prediction using Syntactic, TF-IDF, and Distance-Based Features 18th International Workshop on Semantic Evaluation, SemEval 2024, co-located with the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics, NAACL 2024 2024-06-20
Pinealai_StressIdent_LT-EDI@EACL2024: Minimal configurations for Stress Identification in Tamil and Telugu 4th Workshop on Language Technology for Equality, Diversity, Inclusion, LT-EDI 2024 2024-03-21
Tewodros@DravidianLangTech 2024: Hate Speech Recognition in Telugu Codemixed Text 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024-03-22

Título Descripción Fecha
Parametric Fuzzy Distribution Sets 27th IEEE International Conference on Intelligent Engineering Systems, INES 2023 2023-07-26

Título Descripción Fecha
Similarity Measures in Decision Making 10th IEEE Jubilee International Conference on Computational Cybernetics and Cyber-Medical Systems, ICCC 2022 2022-07-06
Similarity-based Personalized Risk Calculation 16th IEEE International Symposium on Applied Computational Intelligence and Informatics, SACI 2022 2022-05-25

Título Descripción Fecha
Hate speech detection on Twitter 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 2021-09-21

Título Descripción Fecha
(Dis)similarity-based correlation functions on polar scales Russian Advances in Fuzzy Systems and Soft Computing: Selected Contributions to the 8th International Conference on "Fuzzy Systems, Soft Soft Computing and Intelligent Technologies",FSSCIT 2020 2020-06-29
Bot-Human Twitter Messages Classification 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020-10-12
Dissimilarity-Based Correlation of Movements and Events on Circular Scales of Space and Time 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020-10-12
Similarity-Based Correlation Functions for Binary Data 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020-10-12

Título Descripción Fecha
Authorship attribution through punctuation n-grams and averaged combination of SVM notebook for PAN at CLEF 2019 20th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2019 2019-09-06
Data science: Similarity, dissimilarity and correlation functions 5th RAAI Summer School on Artificial Intelligence, 2019 2019-07-04
Hardware Implementation of Karnik-Mendel Algorithm for Interval Type-2 Fuzzy Sets and Systems 18th Mexican International Conference on Artificial Intelligence, MICAI 2019 2019-10-27

Título Descripción Fecha
CIC-GIL Approach to Cross-domain Authorship Attribution. Notebook for PAN at CLEF 2018 19th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2018 2018-09-10
Enhancement of Performance of Document Clustering in the Authorship Identification Problem with a Weighted Cosine Similarity 17th Mexican International Conference on Artificial Intelligence, MICAI 2018 2018-10-22
Towards a classification of binary similarity measures 16th Mexican International Conference on Artificial Intelligence, MICAI 2017 2018-10-23

Título Descripción Fecha
A tweets classifier based on cosine similarity 18th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2017 2017-09-11
Correlation Measures for Bipolar Rating Profiles North American Fuzzy Information Processing Society Annual Conference NAFIPS 2017 2017-10-16
Dynamic Local Trend Associations in Analysis of Comovements of Financial Time Series North American Fuzzy Information Processing Society Annual Conference NAFIPS 2017 2017-10-16

Título Descripción Fecha
How to Select an Appropriate Similarity Measure: Towards a Symmetry-Based Approach 5th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2016 2016-11-30

Título Descripción Fecha
Association measures on the set of subintervals of [0,1] Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015 Annual Conference of the North American 2015-08-17
Author Verification Using Syntactic N-grams Notebook for PAN at CLEF 2015 2015-09-08
Constructing Non-Statistical Association Measures on the Sets with Involution and Similarity Measure 16th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2015 2015-11-19
Syntactic N-grams as Features for the Author Profiling Task Notebook for PAN at CLEF 2015 Notebook for PAN at CLEF 2015. 2015-09-08

Título Descripción Fecha
Complete syntactic N-grams as style markers for authorship attribution Human-Inspired Computing and its Applications 13th Mexican International Conference on Artificial Intelligence, MICAI 2014 2014-11-16
Positive and negative local trend association patterns in analysis of associations between time series Lecture Notes in Computer Science; 6th Mexican Conference on Pattern Recognition, MCPR 2014 2014-06-24
Theoretical bases of the methods of construction of association measures in intelligent data analysis CAI 2014, 14th National Conference on Artificial Intelligence 2014-06-24

Título Descripción Fecha
A retrospective glance from Russia at Wonderland of fuzziness Studies in Fuzziness and Soft Computing 2013-01-01
Association measures and aggregation functions Lecture Notes in Computer Science; 12th Mexican International Conference on Artificial Intelligence, MICAI 2013 2013-11-24
Constructing time series shape association measures: Minkowski distance and data standardization 1st BRICS Countries Congress on Computational Intelligence, BRICS-CCI 2013 2013-09-08
Nonlinear function approximation based on fuzzy algorithms with parameterized conjunctors 2013 IEEE International Conference on Mechatronics, ICM 2013 2013-02-27

Título Descripción Fecha
On Axiomatic Definition of Time Series Shape Association Measures ORADM 2012, Workshop on Operations Research and Data Mining 2012-03-11
Parametric t-norms in reconfigurable digital fuzzy systems 2012 Annual Meeting of the North American Fuzzy Information Processing Society, NAFIPS 2012 2012-08-06
Up and down trend associations in analysis of time series shape association patterns Lecture Notes in Computer Science; 4th Mexican Conference on Pattern Recognition, MCPR 2012 2012-06-29
VMD-Petro: Visualization and Data Mining Tool for Oilfields ORADM 2012, Workshop on Operations Research and Data Mining 2012-03-11

Título Descripción Fecha
Application of pattern recognition techniques to hydrogeological modeling of mature oilfields Lecture Notes in Computer Science; 3rd Mexican Conference on Pattern Recognition, MCPR 2011 2011-06-29
Design of fuzzy knowledge based systems with multi-set confidence models 2011 IEEE International Conference on Systems, Man and Cybernetics; SMC 2011 2011-10-09
Digital fuzzy logic with parametric conjunction operations in hardware implementation of recon-figurable fuzzy systems Integrated Models and Soft Computing in Artificial Intelligence 2011-01-01
Estimating probability of failure of a complex system based on inexact information about subsystems and components, with potential applications to aircraft maintenance Lecture Notes in Computer Science; 10th Mexican International Conference on Artificial Intelligence, MICAI 2011 2011-11-26
FPGA Implementation of (p,I-p)-Monotone Sum of Basic t-norms World Conference on Soft Computing 2011-05-26
On Trend Association Analysis of Time Series of Atmospheric Pollutants and Meteorological Variables in Mexico City Metropolitan Area Lecture Notes in Computer Science; 3rd. Mexican Conference on Pattern Recognition, MCPR 2011 2011-06-29
Parametric type 2 Fuzzy control design for the ball and plate system Advances in Type-2 Fuzzy Logic Systems (T2FUZZ) 2011-04-11
Proceedings - 2011 10th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence and Applications, MICAI 2011 - Proceedings of Special Session: Preface 2011 10th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence and Applications, MICAI 2011 - Proceedings of Special Session 2011-11-26

Título Descripción Fecha
Center of slice area average defuzzifier for digital implementations of fuzzy systems 2010 International Conference on Artificial Intelligence, ICAI 2010 2010-07-12
FPGA Implementation of (P)-Monotone Sum of Basic T-Norms 2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 2010-07-18
FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions Lecture Notes in Computer Science; 9th Mexican International Conference on Artificial Intelligence, MICAI 2010 2010-11-08
FPGA implementation of parametric fuzzy Mamdani systems ICAFS – 2010, Ninth International Conference on Application of Fuzzy Systems and Soft Computing 2010-08-26
Hardware implementation of fuzzy flip-flops based on łukasiewicz norms 9th WSEAS International Conference on Applied Computer and Applied Computational Science, ACACOS '10 2010-04-11

Título Descripción Fecha
Digital fuzzy parametric conjunctions for hardware implementation of fuzzy systems ICCC2009. IEEE 7th International Conference on Computational Cybernetics 2009-11-26
Parametric Operations for Digital Hardware Implementation of Fuzzy Systems Lecture Notes in Computer Science; 8Th Mexican International Conference on Artificial Intelligence MICAI 2009 2009-11-09
VLSI Implementation of a module for realization of basic t-norms on fuzzy hardware IEEE International Conference on Fuzzy 2009 2009-08-20

Título Descripción Fecha
A comparison of fuzzy methods for modeling 34th Annual Conference of the IEEE Industrial Electronics Society, IECON 2008 2008-11-10
Discrete Fuzzy Inference Engine Algorithm for Digital Implementations of Approximate Reasoning 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008 2008-11-11

Título Descripción Fecha
Generalized fuzzy operations for digital hardware implementation Lecture Notes in Artificial Intelligence; 6th Mexican International Conference on Artificial Intelligence. 2007-11-04

Total de proyectos 24

Título Rol
Modelos inteligentes de lenguaje natural para recuperación de información a partir de datos textuales Colaborador
Desarrollo de modelos matemáticos y métodos de aprendizaje automático y análisis de datos. Responsable técnico

Título Rol
SISTEMAS INVOLUTIVOS, ESPACIOS DE CORRELACIÓN Y DISTRIBUCIONES EN ANÁLISIS DE DATOS Y TOMA DE DECISIONES Responsable técnico

Título Rol
Detección de arrepentimiento en textos de redes sociales utilizando elaprendizaje automático Colaborador
Traducción automática para lenguas con bajos recursos digitales Colaborador
Sistemas involutivos, espacios de correlación y distribuciones en análisis de datos y toma de decisiones Responsable técnico
Traducción automática para lenguas con bajos recursos digitales Colaborador

Título Rol
Investigación y desarrollo de funciones de correlación en conjuntos involutivos Responsable técnico

Título Rol
aplicación web y para dispositivos móviles con la finalidad de monitorear el progreso del COVID Responsable técnico
SIMPLE: Sistema Informático Médico con Procesamiento de LEnguaje Responsable técnico
Análisis de emociones, condiciones mentales, lenguaje persuasivo y lenguaje de odio en los textos en Internet y redes sociales Colaborador
Aprendizaje automático aplicado a textos de notas clínicas para detección de enfermedades de la piel Colaborador
Investigación y desarrollo de funciones de correlación en álgebras involutivas Responsable técnico

Título Rol
Análisis automático de cambios de estilo de escritura de autores de textos Colaborador
Extensión de la teoría general de medidas de similitud y asociación desarrollada en proyectos anteriores a nuevas clases de medidas de asociación y nuevos tipos de datos, y su aplicación para minería y análisis de datos financieros, lingüísticos etc. Responsable técnico

Título Rol
Extensión de la teoría general de medidas de similitud y asociación desarrollada en proyectos anteriores a nuevas clases de medidas de asociación y nuevos tipos de datos, y su aplicación para minería y análisis de datos financieros, lingüísticos etc. Responsable técnico
Modelos del lenguaje, sentimientos y opiniones con métodos de aprendizaje automático y aprendizaje profundo Colaborador
Modelos del lenguaje, sentimientos y opiniones con métodos de aprendizaje automático y aprendizaje profundo Colaborador

Título Rol
Construcción y análisis comparativo de medidas de similitud y asociación para diferentes áreas de aplicación Responsable técnico

Título Rol
Búsqueda automática de respuestas en textos basada en la similitud semántica y sintáctica Colaborador
Desarrollo de métodos de análisis de relaciones entre variables usando medidas de asociación. Responsable técnico
Tratamiento computacional de afectividad en el texto y en la música Colaborador

Título Rol
Desarrollo de métodos de construcción de medidas de asociación para diferentes áreas de aplicación. Responsable técnico

Título Rol
Extracción de hechos y desambiguación en la detección de opiniones y polaridad en el texto Colaborador

Total de alumnos graduados: 24


Alumno Tesis Programa Rol
Francisco Javier García López "Analysis of Associations between Financial Time Series and Social Network Activity" MCC Director 1
Carolina Martín del Campo Rodríguez "Atribución de autoría con aprendizaje automático" MCC Director 2
Juan Jesús Martínez Serrano "Eventos externos y su impacto en el mercado bursátil" MCC Director 2
Diego Fernando Gallo Valenzuela "Portfolio Optimization using Deep Learning Methods" MCC Director 2
Jesus Hernandez Padilla "Predicción de series de tiempo vinculadas a noticias en redes sociales" MCC Director 1
Eliuth Enrique López García "Similarity Measures for Recommender Systems" MCC Director 1
Antonio Hernández Zavala Arquitectura de alto rendimiento para procesadores difusos DCC Director 2
Christian Daniel Caballero Hernández Causal Inference in Natural Language Processing DCC Director 1
Omar Hernández Yáñez Coprocesador de lógica difusa interpretable aplicado al set de instrucciones RISC V MCIC Director 2
Ivan Ramírez Mejía Desarrollo de métodos de análisis de asociaciones en minería de datos MCC Director 1
Juan Pablo Francisco Posadas Durán Detección automática de plagio usando información sintáctica DCC Director 2
Prometeo Cortés Antonio Diseño de sistemas difusos utilizando operadores parametrizables con arquitectura reconfigurable MCIC Director 2
Prometeo Cortés Antonio Diseño, optimización e implementación en FPGA de modelos y métodos de inteligencia computacional DCC Director 2
Fernando Monroy Tenorio Medidas de asociación en escalas bipolares para la minería de opinión en redes sociales DCC Director 2
Berenice Hernandez Estrada Mercadotecnia usando procesamiento de lenguaje natural MCIC Director 1
Enrique Ojeda Hernandez Minería de opiniones para análisis de mercados financieros MCIC Director 1
Lemlem Eyob Kawo News Text Classification Based on Deep Learning for Low Resource Languages MCC Director 1
Carolina Martín del Campo Rodríguez “Affect and Emotion–aware Automatic Dialog Management” DCC Director 1
Diego Aguilar Mayen “Análisis de datos financieros basado en medidas de asociación entre series de tiempo” MCC Director 1
Nayeli Jannethe Hernández Ramírez “Análisis de sentimientos en redes sociales” MCC Director 1
Jorge Luis Zuñiga Hernández “Análisis del comportamiento dinámico de datos financieros asociados a eventos” MCC Director 1
Christian Daniel Caballero Hernández “Automatic Detection of Translatorial Fingerprints” MCC Director 1
Maria Elena Ensastegui Ortega “Desarrollo de métodos de minería de datos basados en funciones de similitud, disimilitud y correlación” MCC Director 1
Eduardo Cueto Mendoza “Methods of Analysis of Nonconmutative Groups” MCC Director 1

Total de tesis que dirige: 4

  • DCC: 4

Alumno Tesis Programa Rol
Nayeli Jannethe Hernández Ramírez Clasificación de valores morales en textos extraídos de redes sociales DCC Director 1
Maria Elena Ensastegui Ortega Desarrollo de funciones de similitud, disimilitud y correlación, análisis de sus propiedades en diferentes dominios DCC Director 1
Muhammad Ahmad Detection of Opioid Misuse in Social Media Discourse with Deep Learning DCC Director 1
Anvi Alex Eponon Syntactic Knowledge Modeling using Deep Learning Tecniques DCC Director 1