Mario Graff

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 48

Top Topics

Text Classification

Continuous Optimization Problems

Genetic Programming

Top Venues

Res. Comput. Sci.

Publications

Sergio Nava-Muñoz, Mario Graff, Hugo Jair Escalante
Analysis of Systems' Performance in Natural Language Processing Competitions. CoRR (2024)
Noel E. Rodríguez-Maya, Juan J. Flores, Sébastien Vérel, Mario Graff
Models to classify the difficulty of genetic algorithms to solve continuous optimization problems. Nat. Comput. 23 (2) (2024)
Mario Graff, Daniela Moctezuma, Eric Sadit Tellez, Sabino Miranda
Ingeotec at Rest-Mex: Bag-of-Words Classifiers. IberLEF@SEPLN (2023)
Mario Graff, Daniela Moctezuma, Eric Sadit Tellez, Sabino Miranda
Ingeotec at DA-VINCIS: Bag-of-Words Classifiers. IberLEF@SEPLN (2023)
Eric Sadit Tellez, Daniela Moctezuma, Sabino Miranda, Mario Graff, Guillermo Ruiz
Regionalized models for Spanish language variations based on Twitter. Lang. Resour. Evaluation 57 (4) (2023)
Mario Graff, Daniela Moctezuma, Sabino Miranda-Jiménez, Eric Sadit Tellez
A Python library for exploratory data analysis on twitter data based on tokens and aggregated origin-destination information. Comput. Geosci. 159 (2022)
Claudia N. Sánchez, Mario Graff
Selection Heuristics on Semantic Genetic Programming for Classification Problems. Evol. Comput. 30 (2) (2022)
Eric Sadit Tellez, Daniela Moctezuma, Sabino Miranda-Jiménez, Mario Graff
A large scale lexical and semantic analysis of Spanish language variations in Twitter. CoRR (2021)
José J. Calderón, Eric Sadit Tellez, Mario Graff
DCCD-INFOTEC at MeOffendEs@IberLEF21 Subtask 3: A Transfer Learning Approach Based on EvoMSA's Stacked Generalization. IberLEF@SEPLN (2021)
Eric Sadit Tellez, Sabino Miranda-Jiménez, Mario Graff, Daniela Moctezuma, Oscar S. Siordia, Elio-Atenógenes Villaseñor
A Case Study of Spanish Text Transformations for Twitter Sentiment Analysis. CoRR (2021)
Eric Sadit Tellez, Guillermo Ruiz, Edgar Chávez, Mario Graff
A scalable solution to the nearest neighbor search problem through local-search methods on neighbor graphs. Pattern Anal. Appl. 24 (2) (2021)
Guillermo Ruiz, Eric Sadit Tellez, Daniela Moctezuma, Sabino Miranda-Jiménez, Tania A. Ramirez-delReal, Mario Graff
Infotec + CentroGEO at SemEval-2020 Task 8: Deep Learning and Text Categorization approach for Memes classification. SemEval@COLING (2020)
María Lucía Barrón-Estrada, Ramón Zataraín-Cabada, Raúl Oramas Bustillos, Mario Graff
Opinion mining and emotion recognition applied to learning environments. Expert Syst. Appl. 150 (2020)
Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Mario Graff
A multi-breakpoints approach for symbolic discretization of time series. Knowl. Inf. Syst. 62 (7) (2020)
Mario Graff, Daniela Moctezuma, Sabino Miranda-Jiménez, Eric Sadit Tellez
A Python Library for Exploratory Data Analysis and Knowledge Discovery on Twitter Data. CoRR (2020)
José Ortiz-Bejar, Eric Sadit Tellez, Mario Graff, Daniela Moctezuma, Sabino Miranda-Jiménez
Improving k Nearest Neighbors and Naïve Bayes Classifiers Through Space Transformations and Model Selection. IEEE Access 8 (2020)
José Ortiz-Bejar, Jesus Ortiz-Bejar, Jaime Cerda-Jacabo, Mario Graff, Eric Sadit Tellez
UMSNH-INFOTEC@Dravidian-CodeMix-FIRE2020: An ensemble approach based on a multiple text representations. FIRE (Working Notes) (2020)
Sabino Miranda-Jiménez, Eric Sadit Tellez, Mario Graff, Daniela Moctezuma
INGEOTEC at SemEval-2020 Task 12: Multilingual Classification of Offensive Text. SemEval@COLING (2020)
Mario Graff, Sabino Miranda-Jiménez, Eric Sadit Tellez, Daniela Moctezuma
EvoMSA: A Multilingual Evolutionary Approach for Sentiment Analysis [Application Notes]. IEEE Comput. Intell. Mag. 15 (1) (2020)
Claudia N. Sánchez, Mario Graff
Selection Heuristics on Semantic Genetic Programming for Classification Problems. CoRR (2019)
José Ortiz-Bejar, Eric Sadit Tellez, Mario Graff, Daniela Moctezuma, Sabino Miranda-Jiménez
INGEOTEC at IberLEF 2019 Task HaHa. IberLEF@SEPLN (2019)
Manuel Carlos Díaz-Galiano, Manuel García Vega, Edgar Casasola, Luis Chiruzzo, Miguel Ángel García Cumbreras, Eugenio Martínez Cámara, Daniela Moctezuma, Arturo Montejo-Ráez, Marco Antonio Sobrevilla Cabezudo, Eric Sadit Tellez, Mario Graff, Sabino Miranda-Jiménez
Overview of TASS 2019: One More Further for the Global Spanish Sentiment Analysis Corpus. IberLEF@SEPLN (2019)
José Ortiz-Bejar, Eric Sadit Tellez, Mario Graff
Feature space transformations and model selection to improve the performance of classifiers. CoRR (2019)
Daniela Moctezuma, Eric Sadit Tellez, Sabino Miranda-Jiménez, Mario Graff
Appearance model update based on online learning and soft-biometrics traits for people re-identification in multi-camera environments. IET Image Process. 13 (12) (2019)
Luis Pellegrin, Octavio Loyola-González, José Ortiz-Bejar, Miguel Angel Medina-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Eric Sadit Tellez, Mario Graff, Sabino Miranda-Jiménez, Daniela Moctezuma, Mauricio García-Limón, Alicia Morales-Reyes, Carlos A. Reyes García, Eduardo F. Morales, Hugo Jair Escalante
Image Annotation as Text-Image Matching: Challenge Design and Results. Computación y Sistemas 23 (4) (2019)
Mario Graff, Sabino Miranda-Jiménez, Eric Sadit Tellez, Daniela Alejandra Ochoa
INGEOTEC at SemEval-2019 Task 5 and Task 6: A Genetic Programming Approach for Text Classification. SemEval@NAACL-HLT (2019)
Mario Graff, Sabino Miranda-Jiménez, Eric Sadit Tellez, Daniela Moctezuma, Vladimir Salgado, José Ortiz-Bejar, Claudia N. Sánchez
INGEOTEC at MEX-A3T: Author Profiling and Aggressiveness Analysis in Twitter Using μTC and EvoMSA. IberEval@SEPLN (2018)
Mario Graff, Sabino Miranda-Jiménez, Eric Sadit Tellez, Daniela Moctezuma
INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis. SemEval@NAACL-HLT (2018)
Daniela Moctezuma, José Ortiz-Bejar, Eric Sadit Tellez, Sabino Miranda-Jiménez, Mario Graff
INGEOTEC solution for Task 4 in TASS'18 competition. TASS@SEPLN (2018)
Eric Sadit Tellez, Sabino Miranda-Jiménez, Daniela Moctezuma, Mario Graff, Vladimir Salgado, José Ortiz-Bejar
Gender Identification through Multi-modal Tweet Analysis using MicroTC and Bag of Visual Words: Notebook for PAN at CLEF 2018. CLEF (Working Notes) (2018)
Daniela Moctezuma, José Ortiz-Bejar, Eric Sadit Tellez, Sabino Miranda-Jiménez, Mario Graff
INGEOTEC solution for Task 1 in TASS'18 competition. TASS@SEPLN (2018)
José Ortiz-Bejar, Vladimir Salgado, Mario Graff, Daniela Moctezuma, Sabino Miranda-Jiménez, Eric Sadit Tellez
INGEOTEC at IberEval 2018 Task HaHa: μTC and EvoMSA to Detect and Score Humor in Texts. IberEval@SEPLN (2018)
Mario Graff, Sabino Miranda-Jiménez, Eric Sadit Tellez, Daniela Moctezuma
EvoMSA: A Multilingual Evolutionary Approach for Sentiment Analysis. CoRR (2018)
Claudia N. Sánchez, Sebastián Gutiérrez, Julieta Domínguez-Soberanes, Mario Graff
Landscape images distance using kullback leibler divergence. RICE (2018)
Eric Sadit Tellez, Daniela Moctezuma, Sabino Miranda-Jiménez, Mario Graff
An automated text categorization framework based on hyperparameter optimization. Knowl. Based Syst. 149 (2018)
Eric Sadit Tellez, Sabino Miranda-Jiménez, Mario Graff, Daniela Moctezuma, Oscar S. Siordia, Elio-Atenógenes Villaseñor
A case study of Spanish text transformations for twitter sentiment analysis. Expert Syst. Appl. 81 (2017)
Eric Sadit Tellez, Sabino Miranda-Jiménez, Mario Graff, Daniela Moctezuma
Gender and language-variety Identification with MicroTC. CLEF (Working Notes) (2017)
Mario Graff, Hugo Jair Escalante, Fernando Ornelas-Tellez, Eric Sadit Tellez
Time series forecasting with genetic programming. Nat. Comput. 16 (1) (2017)
Eric Sadit Tellez, Guillermo Ruiz, Edgar Chávez, Mario Graff
Local Search Methods for Fast Near Neighbor Search. CoRR (2017)
Hugo Jair Escalante, Maribel Marin-Castro, Alicia Morales-Reyes, Mario Graff, Alejandro Rosales-Pérez, Manuel Montes-y-Gómez, Carlos A. Reyes García, Jesus A. Gonzalez
MOPG: a multi-objective evolutionary algorithm for prototype generation. Pattern Anal. Appl. 20 (1) (2017)
José María Valencia-Ramírez, Mario Graff, Hugo Jair Escalante, Jaime Cerdá Jacobo
An iterative genetic programming approach to prototype generation. Genet. Program. Evolvable Mach. 18 (2) (2017)
Eric Sadit Tellez, Sabino Miranda-Jiménez, Mario Graff, Daniela Moctezuma, Ranyart Rodrigo Suárez, Oscar Sánchez Siordia
A simple approach to multilingual polarity classification in Twitter. Pattern Recognit. Lett. 94 (2017)
Eric Sadit Tellez, Daniela Moctezuma, Sabino Miranda-Jiménez, Mario Graff
An Automated Text Categorization Framework based on Hyperparameter Optimization. CoRR (2017)
Sabino Miranda-Jiménez, Mario Graff, Eric Sadit Tellez, Daniela Moctezuma
INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis. SemEval@ACL (2017)
Hugo Jair Escalante, Mario Graff, Alicia Morales-Reyes
PGGP: Prototype Generation via Genetic Programming. Appl. Soft Comput. 40 (2016)
Eric Sadit Tellez, Sabino Miranda-Jiménez, Mario Graff, Daniela Moctezuma, Ranyart Rodrigo Suárez, Oscar Sánchez Siordia
A Simple Approach to Multilingual Polarity Classification in Twitter. CoRR (2016)
Daniela Moctezuma, Eric Sadit Tellez, Mario Graff, Sabino Miranda-Jiménez
On the performance of B4MSA on SENTIPOLC'16. CLiC-it/EVALITA (2016)
Hugo Jair Escalante, Mario Graff
Editorial. Computación y Sistemas 20 (4) (2016)
Mario Graff, Eric Sadit Tellez, Hugo Jair Escalante, Sabino Miranda-Jiménez
Semantic Genetic Programming for Sentiment Analysis. NEO (2015)
Ranyart Rodrigo Suárez, Mario Graff, Juan J. Flores
Semantic Crossover Operator for GP based on the Second Partial Derivative of the Error Function. Res. Comput. Sci. 94 (2015)
Guillermo Ruiz, Edgar Chávez, Mario Graff, Eric Sadit Téllez
Finding Near Neighbors Through Local Search. SISAP (2015)
Mario Graff, Eric Sadit Tellez, Elio Villaseñor, Sabino Miranda-Jiménez
Semantic Genetic Programming Operators Based on Projections in the Phenotype Space. Res. Comput. Sci. 94 (2015)
Hugo Jair Escalante, Mauricio A. García-Limón, Alicia Morales-Reyes, Mario Graff, Manuel Montes-y-Gómez, Eduardo F. Morales, José Martínez-Carranza
Term-weighting learning via genetic programming for text classification. Knowl. Based Syst. 83 (2015)
Oscar S. Siordia, Daniela Moctezuma, Mario Graff, Sabino Miranda-Jiménez, Eric Sadit Téllez, Elio-Atenógenes Villaseñor
Sentiment Analysis for Twitter: TASS 2015. TASS@SEPLN (2015)
Edgar Chávez, Mario Graff, Gonzalo Navarro, Eric Sadit Téllez
Near neighbor searching with K nearest references. Inf. Syst. 51 (2015)
Sergio Hernández, Sabino Miranda-Jiménez, Elio Villaseñor, Eric Sadit Téllez, Mario Graff
Minería de opinión en blogs financieros para la predicción de tendencias en mercados bursátiles. Res. Comput. Sci. 92 (2015)
Noel E. Rodriguez-Maya, Mario Graff, Juan J. Flores
Performance Classification of Genetic Algorithms on Continuous Optimization Problems. MICAI (2) (2014)
Mario Graff, Ariel Graff-Guerrero, Jaime Cerdá Jacobo
Semantic Crossover Based on the Partial Derivative Error. EuroGP (2014)
Hugo Jair Escalante, Mauricio A. García-Limón, Alicia Morales-Reyes, Mario Graff, Manuel Montes-y-Gómez, Eduardo F. Morales
Term-Weighting Learning via Genetic Programming for Text Classification. CoRR (2014)
Erick De La Vega, Juan J. Flores, Mario Graff
k-Nearest-Neighbor by Differential Evolution for Time Series Forecasting. MICAI (2) (2014)
Noel E. Rodriguez-Maya, José Martínez-Carranza, Juan J. Flores, Mario Graff
Solving a Scholar Timetabling Problem Using a Genetic Algorithm - Study Case: Instituto Tecnologico De Zitacuaro. MICAI (Special Sessions) (2014)
Mario Graff, Riccardo Poli, Juan J. Flores
Models of Performance of Evolutionary Program Induction Algorithms Based on Indicators of Problem Difficulty. Evol. Comput. 21 (4) (2013)
Mario Graff, Rafael Peña, Aurelio Medina
Wind speed forecasting using genetic programming. IEEE Congress on Evolutionary Computation (2013)
Mario Graff, Hugo Jair Escalante, Jaime Cerdá Jacobo, Alberto Avalos Gonzalez
Models of performance of time series forecasters. Neurocomputing 122 (2013)
Hugo Jair Escalante, Karlo Mendoza, Mario Graff, Alicia Morales-Reyes
Genetic Programming of Prototypes for Pattern Classification. IbPRIA (2013)
Fernando Ornelas-Tellez, Mario Graff, Edgar N. Sánchez, Alma Y. Alanis
PSO Optimal Tracking Control for State-Dependent Coefficient Nonlinear Systems. WCSC (2013)
Rafael Tapia-Juarez, Elisa Espinosa-Juárez, Mario Graff
Optimal reconfiguration of radial distribution networks for reducing voltage sags. CCE (2013)
Mario Graff, Riccardo Poli
Performance Models for Evolutionary Program Induction Algorithms Based on Problem Difficulty Indicators. EuroGP (2011)
Eric Sadit Tellez, Edgar Chávez, Mario Graff
Scalable Pattern Search Analysis. MCPR (2011)
Mario Graff, Riccardo Poli
Practical performance models of algorithms in evolutionary program induction and other domains. Artif. Intell. 174 (15) (2010)
Juan J. Flores, Héctor Rodríguez, Mario Graff
Reducing the Search Space in Evolutive Design of ARIMA and ANN Models for Time Series Prediction. MICAI (2) (2010)
Riccardo Poli, Mario Graff, Nicholas Freitag McPhee
Free lunches for function and program induction. FOGA (2009)
Riccardo Poli, Mario Graff
Free lunches for neural network search. GECCO (2009)
Mario Graff, Riccardo Poli
Automatic Creation of Taxonomies of Genetic Programming Systems. EuroGP (2009)
Riccardo Poli, Mario Graff
There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists. EuroGP (2009)
Mario Graff, Riccardo Poli
Practical Model of Genetic Programming's Performance on Rational Symbolic Regression Problems. EuroGP (2008)
Mario Graff, Riccardo Poli, Alberto Moraglio
Linear selection. GECCO (2007)
Mario Graff, Riccardo Poli, Alberto Moraglio
Linear selection. IEEE Congress on Evolutionary Computation (2007)
Juan J. Flores, Mario Graff
System Identification Using Genetic Programming and Gene Expression Programming. ISCIS (2005)