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ORCIDMario Graff
Mario Graff-Guerrero
Person information
- affiliation: INFOTEC, Aguascalientes, Mexico
- affiliation: University of Essex, Colchester, UK
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2020 – today
- 2024
[j28]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): 431-451 (2024)- [c43]Daniela Moctezuma, Eric Sadit Téllez, Mario Graff:
INGEOTEC at SemEval-2024 Task 1: Bag of Words and Transformers. SemEval@NAACL 2024: 1155-1159 - [i12]Sergio Nava-Muñoz, Mario Graff, Hugo Jair Escalante:
Analysis of Systems' Performance in Natural Language Processing Competitions. CoRR abs/2403.04693 (2024) - 2023
- [j27]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): 1697-1727 (2023) - [c42]Sergio Nava-Muñoz, Mario Graff-Guerrero, Hugo Jair Escalante:
Comparison of Classifiers in Challenge Scheme. MCPR 2023: 89-98 - [c41]Mario Graff, Daniela Moctezuma, Eric Sadit Tellez, Sabino Miranda:
Ingeotec at DA-VINCIS: Bag-of-Words Classifiers. IberLEF@SEPLN 2023 - [c40]Mario Graff, Daniela Moctezuma, Eric Sadit Tellez, Sabino Miranda:
Ingeotec at Rest-Mex: Bag-of-Words Classifiers. IberLEF@SEPLN 2023 - [i11]Sergio Nava-Muñoz, Mario Graff-Guerrero, Hugo Jair Escalante:
Comparison of classifiers in challenge scheme. CoRR abs/2305.10452 (2023) - 2022
- [j26]Claudia N. Sánchez, Mario Graff:
Selection Heuristics on Semantic Genetic Programming for Classification Problems. Evol. Comput. 30(2): 253-289 (2022) - [j25]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: 105012 (2022) - 2021
- [j24]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): 763-777 (2021) - [c39]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: 270-280 - [i10]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 abs/2106.02009 (2021) - [i9]Eric Sadit Tellez, Daniela Moctezuma, Sabino Miranda-Jiménez, Mario Graff:
A large scale lexical and semantic analysis of Spanish language variations in Twitter. CoRR abs/2110.06128 (2021) - 2020
- [j23]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: 221669-221688 (2020) - [j22]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): 76-88 (2020) - [j21]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: 113265 (2020) - [j20]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): 2795-2834 (2020) - [c38]José Ortiz-Bejar, Jesus Ortiz-Bejar, Jaime Cerdá Jacobo, Mario Graff, Eric Sadit Tellez:
UMSNH-INFOTEC@Dravidian-CodeMix-FIRE2020: An ensemble approach based on a multiple text representations. FIRE (Working Notes) 2020: 607-614 - [c37]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: 1141-1147 - [c36]Sabino Miranda-Jiménez, Eric Sadit Tellez, Mario Graff, Daniela Moctezuma:
INGEOTEC at SemEval-2020 Task 12: Multilingual Classification of Offensive Text. SemEval@COLING 2020: 1992-1997 - [i8]Mario Graff, Daniela Moctezuma, Sabino Miranda-Jiménez, Eric Sadit Tellez:
A Python Library for Exploratory Data Analysis and Knowledge Discovery on Twitter Data. CoRR abs/2009.01826 (2020)
2010 – 2019
- 2019
- [j19]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) - [j18]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): 2162-2168 (2019) - [c35]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: 639-644 - [c34]José Ortiz-Bejar, Eric Sadit Tellez, Mario Graff, Daniela Moctezuma, Sabino Miranda-Jiménez:
INGEOTEC at IberLEF 2019 Task HaHa. IberLEF@SEPLN 2019: 203-211 - [c33]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: 550-560 - [i7]José Ortiz-Bejar, Eric Sadit Tellez, Mario Graff:
Feature space transformations and model selection to improve the performance of classifiers. CoRR abs/1907.06258 (2019) - [i6]Claudia N. Sánchez, Mario Graff:
Selection Heuristics on Semantic Genetic Programming for Classification Problems. CoRR abs/1907.07066 (2019) - 2018
- [j17]Eric Sadit Tellez, Daniela Moctezuma, Sabino Miranda-Jiménez, Mario Graff:
An automated text categorization framework based on hyperparameter optimization. Knowl. Based Syst. 149: 110-123 (2018) - [j16]María Lucía Barrón-Estrada, Ramón Zataraín-Cabada, Sandra Lucia Ramírez-Ávila, Raúl Oramas Bustillos, Mario Graff-Guerrero:
Uso de analizador de emociones en sistemas educativos inteligentes. Res. Comput. Sci. 147(6): 179-188 (2018) - [c32]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 - [c31]Claudia N. Sánchez, Sebastián Gutiérrez, Julieta Domínguez-Soberanes, Mario Graff:
Landscape images distance using kullback leibler divergence. RICE 2018: 1-5 - [c30]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: 146-150 - [c29]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: 45-49 - [c28]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: 111-115 - [c27]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: 128-133 - [c26]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: 195-202 - [i5]Mario Graff, Sabino Miranda-Jiménez, Eric Sadit Tellez, Daniela Moctezuma:
EvoMSA: A Multilingual Evolutionary Approach for Sentiment Analysis. CoRR abs/1812.02307 (2018) - 2017
- [j15]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: 457-471 (2017) - [j14]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): 123-147 (2017) - [j13]Mario Graff, Hugo Jair Escalante, Fernando Ornelas-Tellez, Eric Sadit Tellez:
Time series forecasting with genetic programming. Nat. Comput. 16(1): 165-174 (2017) - [j12]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): 33-47 (2017) - [j11]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: 68-74 (2017) - [c25]Eric Sadit Tellez, Sabino Miranda-Jiménez, Mario Graff, Daniela Moctezuma:
Gender and language-variety Identification with MicroTC. CLEF (Working Notes) 2017 - [c24]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: 771-776 - [i4]Eric Sadit Tellez, Daniela Moctezuma, Sabino Miranda-Jiménez, Mario Graff:
An Automated Text Categorization Framework based on Hyperparameter Optimization. CoRR abs/1704.01975 (2017) - [i3]Eric Sadit Tellez, Guillermo Ruiz, Edgar Chávez, Mario Graff:
Local Search Methods for Fast Near Neighbor Search. CoRR abs/1705.10351 (2017) - 2016
- [j10]Hugo Jair Escalante, Mario Graff, Alicia Morales-Reyes:
PGGP: Prototype Generation via Genetic Programming. Appl. Soft Comput. 40: 569-580 (2016) - [j9]Hugo Jair Escalante, Mario Graff:
Editorial. Computación y Sistemas 20(4) (2016) - [c23]Daniela Moctezuma, Eric Sadit Tellez, Mario Graff, Sabino Miranda-Jiménez:
On the performance of B4MSA on SENTIPOLC'16. CLiC-it/EVALITA 2016 - [i2]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 abs/1612.05270 (2016) - 2015
- [j8]Edgar Chávez, Mario Graff, Gonzalo Navarro, Eric Sadit Téllez:
Near neighbor searching with K nearest references. Inf. Syst. 51: 43-61 (2015) - [j7]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: 176-189 (2015) - [j6]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: 101-109 (2015) - [j5]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: 73-85 (2015) - [j4]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: 87-96 (2015) - [c22]Mario Graff, Eric Sadit Tellez, Hugo Jair Escalante, Sabino Miranda-Jiménez:
Semantic Genetic Programming for Sentiment Analysis. NEO 2015: 43-65 - [c21]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: 65-70 - [c20]Guillermo Ruiz, Edgar Chávez, Mario Graff, Eric Sadit Téllez:
Finding Near Neighbors Through Local Search. SISAP 2015: 103-109 - 2014
- [c19]Mario Graff, Ariel Graff-Guerrero, Jaime Cerdá Jacobo:
Semantic Crossover Based on the Partial Derivative Error. EuroGP 2014: 37-47 - [c18]Noel E. Rodríguez-Maya, Mario Graff, Juan J. Flores:
Performance Classification of Genetic Algorithms on Continuous Optimization Problems. MICAI (2) 2014: 1-12 - [c17]Erick De La Vega, Juan J. Flores, Mario Graff:
k-Nearest-Neighbor by Differential Evolution for Time Series Forecasting. MICAI (2) 2014: 50-60 - [c16]Noel E. Rodríguez-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: 197-202 - [i1]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 abs/1410.0640 (2014) - 2013
- [j3]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): 533-560 (2013) - [j2]Mario Graff, Hugo Jair Escalante, Jaime Cerdá Jacobo, Alberto Avalos Gonzalez:
Models of performance of time series forecasters. Neurocomputing 122: 375-385 (2013) - [c15]Mario Graff, Rafael Peña, Aurelio Medina:
Wind speed forecasting using genetic programming. IEEE Congress on Evolutionary Computation 2013: 408-415 - [c14]Hugo Jair Escalante, Karlo Mendoza, Mario Graff, Alicia Morales-Reyes:
Genetic Programming of Prototypes for Pattern Classification. IbPRIA 2013: 100-107 - [c13]Rafael Tapia-Juarez, Elisa Espinosa-Juárez, Mario Graff:
Optimal reconfiguration of radial distribution networks for reducing voltage sags. CCE 2013: 280-285 - [c12]Fernando Ornelas-Tellez, Mario Graff, Edgar N. Sánchez, Alma Y. Alanis:
PSO Optimal Tracking Control for State-Dependent Coefficient Nonlinear Systems. WCSC 2013: 403-410 - 2011
- [c11]Mario Graff, Riccardo Poli:
Performance Models for Evolutionary Program Induction Algorithms Based on Problem Difficulty Indicators. EuroGP 2011: 118-129 - [c10]Eric Sadit Tellez, Edgar Chávez, Mario Graff:
Scalable Pattern Search Analysis. MCPR 2011: 75-84 - 2010
- [b1]Mario Graff-Guerrero:
Models of the performance of evolutionary program induction algorithms. University of Essex, Colchester, UK, 2010 - [j1]Mario Graff, Riccardo Poli:
Practical performance models of algorithms in evolutionary program induction and other domains. Artif. Intell. 174(15): 1254-1276 (2010) - [c9]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: 325-336
2000 – 2009
- 2009
- [c8]Mario Graff, Riccardo Poli:
Automatic Creation of Taxonomies of Genetic Programming Systems. EuroGP 2009: 145-158 - [c7]Riccardo Poli, Mario Graff:
There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists. EuroGP 2009: 195-207 - [c6]Riccardo Poli, Mario Graff, Nicholas Freitag McPhee:
Free lunches for function and program induction. FOGA 2009: 183-194 - [c5]Riccardo Poli, Mario Graff:
Free lunches for neural network search. GECCO 2009: 1291-1298 - 2008
- [c4]Mario Graff, Riccardo Poli:
Practical Model of Genetic Programming's Performance on Rational Symbolic Regression Problems. EuroGP 2008: 122-133 - 2007
- [c3]Mario Graff, Riccardo Poli, Alberto Moraglio:
Linear selection. IEEE Congress on Evolutionary Computation 2007: 2598-2605 - [c2]Mario Graff, Riccardo Poli, Alberto Moraglio:
Linear selection. GECCO 2007: 1513 - 2005
- [c1]Juan J. Flores, Mario Graff:
System Identification Using Genetic Programming and Gene Expression Programming. ISCIS 2005: 503-511
Coauthor Index
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