Mario Graff Guerrero

2025

• [C1]Text Classification Based on Ensembles of Pre-Trained Models for Sarcasm Identification in Dravidian Languages
  Conferencia · Ceur Workshop Proceedings · 2025 · Vol. 4054 · pp. 255-265
  Cerda-Flores J.; Castro-Pineda D.; Juarez M.G.; Hernandez-Mazariegos R.I.; Cerda-Jacobo J.; Graff M.; Ortiz-Bejar J.
• [C2]Generative AI for Automatic Personality Recognition
  Conferencia · Communications in Computer and Information Science · 2025 · Vol. 2552 CCIS · pp. 83-93
  Cabada R.Z.; Estrada M.L.B.; Robles A.G.; Beltrán V.M.B.; Graff M.
  DOIhttps://doi.org/10.1007%2F978-3-031-97907-1_7
• [C3]Infotec+CentroGEO at Touché: MCIP, CLIP and SBERT as Retrieval Score
  Conferencia · Ceur Workshop Proceedings · 2025 · Vol. 4038 · pp. 4650-4655 · Citas: 1
  Ramirez-Delreal T.; Moctezuma D.; Ruiz G.; Graff M.; Tellez E.

2024

• [A1]Analysis of systems’ performance in natural language processing competitions
  Artículo · Pattern Recognition Letters · 2024 · Vol. 186 · pp. 346-353 · Citas: 3
  Nava-Muñoz S.; Graff M.; Escalante H.J.
  DOIhttps://doi.org/10.1016%2Fj.patrec.2024.03.010
• [A2]Models to classify the difficulty of genetic algorithms to solve continuous optimization problems
  Artículo · Natural Computing · 2024 · Vol. 23 · Núm. 2 · pp. 431-451 · Citas: 4
  Rodríguez-Maya N.E.; Flores J.J.; Verel S.; Graff M.
  DOIhttps://doi.org/10.1007%2Fs11047-022-09936-9
• [C4]INGEOTEC at SemEval-2024 Task 10: Bag of Words Classifiers
  Conferencia · Semeval 2024 18th International Workshop on Semantic Evaluation Proceedings of the Workshop · 2024 · pp. 1115-1120
  Graff M.; Tellez E.S.; Paredes M.; Moctezuma D.; Ortiz-Bejar J.
  DOIhttps://doi.org/10.18653%2Fv1%2F2024.semeval-1.162
• [C5]INGEOTEC at SemEval-2024 Task 1: Bag of Words and Transformers
  Conferencia · Semeval 2024 18th International Workshop on Semantic Evaluation Proceedings of the Workshop · 2024 · pp. 1155-1159
  Moctezuma D.; Tellez E.S.; Graff M.
  DOIhttps://doi.org/10.18653%2Fv1%2F2024.semeval-1.168
• [C6]Comparison of some Logistic Regression Methodologies in Supervised Classification for Functional Data
  Conferencia · 2024 IEEE International Autumn Meeting on Power Electronics and Computing Ropec 2024 · 2024
  Mejia Ramirez C.A.; Graff Guerrero M.
  DOIhttps://doi.org/10.1109%2FROPEC62734.2024.10877135

2023

• [A3]Regionalized models for Spanish language variations based on Twitter
  Artículo · Language Resources and Evaluation · 2023 · Vol. 57 · Núm. 4 · pp. 1697-1727 · Citas: 5
  Tellez E.S.; Moctezuma D.; Miranda S.; Graff M.; Ruiz G.
  DOIhttps://doi.org/10.1007%2Fs10579-023-09640-9
• [A4]Recommendation System for a Delivery Food Application Based on Number of Orders
  Artículo · Applied Sciences Switzerland · 2023 · Vol. 13 · Núm. 4 · Citas: 12
  Sánchez C.N.; Domínguez-Soberanes J.; Arreola A.; Graff M.
  DOIhttps://doi.org/10.3390%2Fapp13042299
• [A5]Contesting views on mobility restrictions in urban green spaces amid COVID-19—Insights from Twitter in Latin America and Spain
  Artículo · Cities · 2023 · Vol. 132 · Citas: 10
  Sainz-Santamaria J.; Moctezuma D.; Martinez-Cruz A.L.; Téllez E.S.; Graff M.; Miranda-Jiménez S.
  DOIhttps://doi.org/10.1016%2Fj.cities.2022.104094
• [C7]Ingeotec at Rest-Mex: Bag-of-Words Classifiers
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3496 · Citas: 1
  Graff M.; Moctezuma D.; Tellez E.; Miranda S.
• [C8]Ingeotec at DA-VINCIS: Bag-of-Words Classifiers
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3496 · Citas: 3
  Graff M.; Moctezuma D.; Tellez E.; Miranda S.
• [C9]Comparison of Classifiers in Challenge Scheme
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2023 · Vol. 13902 LNCS · pp. 89-98 · Citas: 6
  Nava-Muñoz S.; Graff Guerrero M.; Escalante H.J.
  DOIhttps://doi.org/10.1007%2F978-3-031-33783-3_9

2022

• [A6]Selection Heuristics on Semantic Genetic Programming for Classification Problems
  Artículo · Evolutionary Computation · 2022 · Vol. 30 · Núm. 2 · pp. 253-289 · Citas: 4
  Sánchez C.N.; Graff M.
  DOIhttps://doi.org/10.1162%2Fevco_a_00297
• [A7]A Python library for exploratory data analysis on twitter data based on tokens and aggregated origin–destination information
  Artículo · Computers and Geosciences · 2022 · Vol. 159 · Citas: 7
  Graff M.; Moctezuma D.; Miranda-Jiménez S.; Tellez E.S.
  DOIhttps://doi.org/10.1016%2Fj.cageo.2021.105012
• [C10]Sampling Algorithms for Unsupervised Prototype Selection
  Conferencia · 2022 IEEE International Autumn Meeting on Power Electronics and Computing Ropec 2022 · 2022
  Ortiz-Bejar J.; Solorzano-Rodriguez A.A.; Silva-Chavez J.C.; Tellez E.S.; Graff M.; Ortiz-Bejar J.
  DOIhttps://doi.org/10.1109%2FROPEC55836.2022.10018789
• [A8]REGULATORY APPROACHES TO ARTIFICIAL INTELLIGENCE (AI)
  Artículo · Revista Chilena De Derecho · 2022 · Vol. 49 · Núm. 3 · pp. 31-62 · Citas: 9
  Covarrubias J.Z.L.; Enriquez O.A.M.; Guerrero M.G.
  DOIhttps://doi.org/10.7764%2FR.493.2

2021

• [A9]A scalable solution to the nearest neighbor search problem through local-search methods on neighbor graphs
  Artículo · Pattern Analysis and Applications · 2021 · Vol. 24 · Núm. 2 · pp. 763-777 · Citas: 2
  Tellez E.S.; Ruiz G.; Chavez E.; Graff M.
  DOIhttps://doi.org/10.1007%2Fs10044-020-00946-w
• [C11]Dccd-infotec at meoffendes@iberlef21 subtask 3: A transfer learning approach based on evomsa's stacked generalization
  Conferencia · Ceur Workshop Proceedings · 2021 · Vol. 2943 · pp. 270-280 · Citas: 1
  Calderón J.J.; Tellez E.S.; Graff M.

2020

• [C12]Forecasting without context problem
  Conferencia · 2020 IEEE International Autumn Meeting on Power Electronics and Computing Ropec 2020 · 2020 · Citas: 1
  Ortiz-Bejar J.; Ortiz-Bejar J.; Zamora-Mendez A.; Pineda-Garcia G.; Graff M.; Tellez E.S.
  DOIhttps://doi.org/10.1109%2FROPEC50909.2020.9258744
• [A10]Opinion mining and emotion recognition applied to learning environments
  Artículo · Expert Systems with Applications · 2020 · Vol. 150 · Citas: 99
  Barrón Estrada M.L.; Zatarain Cabada R.; Oramas Bustillos R.; Graff M.
  DOIhttps://doi.org/10.1016%2Fj.eswa.2020.113265
• [A11]A multi-breakpoints approach for symbolic discretization of time series
  Artículo · Knowledge and Information Systems · 2020 · Vol. 62 · Núm. 7 · pp. 2795-2834 · Citas: 13
  Márquez-Grajales A.; Acosta-Mesa H.G.; Mezura-Montes E.; Graff M.
  DOIhttps://doi.org/10.1007%2Fs10115-020-01437-4
• [A12]EvoMSA: A Multilingual Evolutionary Approach for Sentiment Analysis [Application Notes]
  Artículo · IEEE Computational Intelligence Magazine · 2020 · Vol. 15 · Núm. 1 · pp. 76-88 · Citas: 17
  Graff M.; Miranda-Jimenez S.; Tellez E.S.; Moctezuma D.
  DOIhttps://doi.org/10.1109%2FMCI.2019.2954668
• [C13]Infotec + CentroGEO at SemEval-2020 Task 8: Deep Learning and Text Categorization approach for Memes classification
  Conferencia · 14th International Workshops on Semantic Evaluation Semeval 2020 Co Located 28th International Conference on Computational Linguistics Coling 2020 Proceedings · 2020 · pp. 1141-1147 · Citas: 3
  Ruiz G.; Tellez E.S.; Moctezuma D.; Miranda-Jiménez S.; Ramírez-DelReal T.; Graff M.
  DOIhttps://doi.org/10.18653%2Fv1%2F2020.semeval-1.151
• [C14]UMSNH-INFOTEC@Dravidian-CodeMix-FIRE2020: An ensemble approach based on a multiple text representations
  Conferencia · Ceur Workshop Proceedings · 2020 · Vol. 2826 · pp. 607-614
  Ortiz-Bejar J.; Ortiz-Bejar J.; Cerda-Jacabo J.; Graff M.; Tellez E.S.
• [A13]Improving k Nearest Neighbors and Naïve Bayes Classifiers through Space Transformations and Model Selection
  Artículo · IEEE Access · 2020 · Vol. 8 · pp. 221669-221688 · Citas: 4
  Ortiz-Bejar J.; Tellez E.S.; Graff M.; Moctezuma D.; Miranda-Jimenez S.
  DOIhttps://doi.org/10.1109%2FACCESS.2020.3042453
• [C15]INGEOTEC at SemEval-2020 Task 12: Multilingual Classification of Offensive Text
  Conferencia · 14th International Workshops on Semantic Evaluation Semeval 2020 Co Located 28th International Conference on Computational Linguistics Coling 2020 Proceedings · 2020 · pp. 1992-1997 · Citas: 1
  Miranda-Jiménez S.; Tellez E.S.; Graff M.; Moctezuma D.
  DOIhttps://doi.org/10.18653%2Fv1%2F2020.semeval-1.262

2019

• [C16]Performance analysis of k-means seeding algorithms
  Conferencia · 2019 IEEE International Autumn Meeting on Power Electronics and Computing Ropec 2019 · 2019 · Citas: 3
  Ortiz-Bejar J.; Tellez E.S.; Graff M.; Ortiz-Bejar J.; Jacobo J.C.; Zamora-Mendez A.
  DOIhttps://doi.org/10.1109%2FROPEC48299.2019.9057044
• [A14]Appearance model update based on online learning and soft-biometrics traits for people re-identification in multi-camera environments
  Artículo · Iet Image Processing · 2019 · Vol. 13 · Núm. 12 · pp. 2162-2168 · Citas: 6
  Moctezuma D.; Tellez E.S.; Miranda-Jiménez S.; Graff M.
  DOIhttps://doi.org/10.1049%2Fiet-ipr.2019.0083
• [A15]Soft computing methods with phase space reconstruction for wind speed forecasting—A performance comparison
  Artículo · Energies · 2019 · Vol. 12 · Núm. 18 · Citas: 6
  Flores J.J.; Cedeño González J.R.; Rodríguez H.; Graff M.; Lopez-Farias R.; Calderon F.
  DOIhttps://doi.org/10.3390%2Fen12183545
• [A16]Reduced-order Observer for State-dependent Coefficient Factorized Nonlinear Systems
  Artículo · Asian Journal of Control · 2019 · Vol. 21 · Núm. 3 · pp. 1216-1227 · Citas: 7
  Ornelas-Tellez F.; Alanis A.Y.; Rios J.D.; Graff M.
  DOIhttps://doi.org/10.1002%2Fasjc.1808
• [A17]Image annotation as text-image matching: Challenge design and results
  Artículo · Computacion Y Sistemas · 2019 · Vol. 23 · Núm. 4 · pp. 1305-1321
  Pellegrin L.; Loyola-González O.; Ortiz-Bejar J.; Medina-Pérez M.A.; Gutierrez-Rodríguez A.E.; Tellez E.S.; Graff M.; Miranda-Jiménez S.; Moctezuma D.; Garćia-Limón M.; Morales-Reyes A.; Reyes-Garćia C.A.; Morales E.; Escalante H.J.
  DOIhttps://doi.org/10.13053%2FCyS-23-4-3207
• [C17]Overview of TASS 2019: One more further for the global Spanish sentiment analysis corpus
  Conferencia · Ceur Workshop Proceedings · 2019 · Vol. 2421 · pp. 550-560 · Citas: 15
  Díaz-Galiano M.C.; García-Vega M.; Casasola E.; Chiruzzo L.; García-Cumbreras M.; Cámara E.M.; Moctezuma D.; Ráez A.M.; Cabezudo M.A.S.; Tellez E.; Graff M.; Miranda S.
• [A18]Liking product landscape: Going deeper into understanding consumers' hedonic evaluations
  Artículo · Foods · 2019 · Vol. 8 · Núm. 10 · Citas: 6
  Sánchez C.N.; Domínguez-Soberanes J.; Escalona-Buendía H.B.; Graff M.; Gutiérrez S.; Sánchez G.
  DOIhttps://doi.org/10.3390%2Ffoods8100461
• [C18]Ingeotec at IberLEF 2019 task HAHA
  Conferencia · Ceur Workshop Proceedings · 2019 · Vol. 2421 · pp. 203-211 · Citas: 4
  Ortiz-Bejar J.; Tellez E.; Graff M.; Moctezuma D.; Miranda-Jiménez S.
• [C19]INGEOTEC at SemEval-2019 task 5 and task 6: A genetic programming approach for text classification
  Conferencia · Naacl Hlt 2019 International Workshop on Semantic Evaluation Semeval 2019 Proceedings of the 13th Workshop · 2019 · pp. 639-644 · Citas: 6
  Graff M.; Miranda-Jiménez S.; Tellez E.S.; Moctezuma D.
  DOIhttps://doi.org/10.18653%2Fv1%2Fs19-2114

2018

• [C20]Landscape images distance using kullback leibler divergence
  Conferencia · Proceedings of the 2018 3rd IEEE International Conference on Research in Intelligent and Computing in Engineering Rice 2018 · 2018 · Vol. 2018-January · Citas: 1
  Sanchez C.N.; Gutierrez S.; Soberanes J.D.; Graff M.
  DOIhttps://doi.org/10.1109%2FRICE.2018.8627908
• [C21]κ-Nearest neighbor regressors optimized by using random search
  Conferencia · 2018 IEEE International Autumn Meeting on Power Electronics and Computing Ropec 2018 · 2018 · Citas: 17
  Ortiz-Bejar J.; Graff M.; Tellez E.S.; Ortiz-Bejar J.; Jacobo J.C.
  DOIhttps://doi.org/10.1109%2FROPEC.2018.8661399
• [C22]Analysis of wind missing data for wind farms in isthmus of tehuantepec
  Conferencia · 2018 IEEE International Autumn Meeting on Power Electronics and Computing Ropec 2018 · 2018 · Citas: 8
  Sanchez C.N.; Enriquez-Zarate J.; Velazquez R.; Graff M.; Sassi S.
  DOIhttps://doi.org/10.1109%2FROPEC.2018.8661457
• [A19]An automated text categorization framework based on hyperparameter optimization
  Artículo · Knowledge Based Systems · 2018 · Vol. 149 · pp. 110-123 · Citas: 72
  Tellez E.S.; Moctezuma D.; Miranda-Jiménez S.; Graff M.
  DOIhttps://doi.org/10.1016%2Fj.knosys.2018.03.003
• [C23]INGEOTEC at MEX-A3T: Author profiling and aggressiveness analysis in Twitter using µTC and EvoMSA
  Conferencia · Ceur Workshop Proceedings · 2018 · Vol. 2150 · pp. 128-133 · Citas: 15
  Graff M.; Miranda-Jiménez S.; Tellez E.S.; Moctezuma D.; Salgado V.; Ortiz-Bejar J.; Sánchez C.N.
• [C24]Gender identification through multi-modal Tweet analysis using MicroTC and Bag of Visual Words: Notebook for PAN at CLEF 2018
  Conferencia · Ceur Workshop Proceedings · 2018 · Vol. 2125 · Citas: 1
  Tellez E.S.; Miranda-Jiménez S.; Moctezuma D.; Graff M.; Salgado V.; Ortiz-Bejar J.
• [C25]INGEOTEC at IberEval 2018 task HaHa: µTC and EvoMSA to detect and score humor in texts
  Conferencia · Ceur Workshop Proceedings · 2018 · Vol. 2150 · pp. 195-202 · Citas: 4
  Ortiz-Bejar J.; Salgado V.; Graff M.; Moctezuma D.; Miranda-Jiménez S.; Tellez E.S.
• [C26]INGEOTEC solution for Task 4 in TASS’18 competition
  Conferencia · Ceur Workshop Proceedings · 2018 · Vol. 2172 · pp. 111-115 · Citas: 1
  Moctezuma D.; Ortiz-Bejar J.; Tellez E.S.; Miranda-Jiménez S.; Graff M.
• [C27]INGEOTEC solution for Task 1 in TASS’18 competition
  Conferencia · Ceur Workshop Proceedings · 2018 · Vol. 2172 · pp. 45-49 · Citas: 5
  Moctezuma D.; Ortiz-Bejar J.; Tellez E.S.; Miranda-Jiménez S.; Graff M.
• [C28]INGEOTEC at SemEval-2018 Task 1: EvoMSA and µTC for Sentiment Analysis
  Conferencia · Naacl Hlt 2018 International Workshop on Semantic Evaluation Semeval 2018 Proceedings of the 12th Workshop · 2018 · pp. 146-150 · Citas: 2
  Graff M.; Miranda-Jiménez S.; Tellez E.S.; Moctezuma D.
  DOIhttps://doi.org/10.18653%2Fv1%2Fs18-1020

2017

• [A20]A case study of Spanish text transformations for twitter sentiment analysis
  Artículo · Expert Systems with Applications · 2017 · Vol. 81 · pp. 457-471 · Citas: 63
  Tellez E.S.; Miranda-Jiménez S.; Graff M.; Moctezuma D.; Siordia O.S.; Villaseñor E.A.
  DOIhttps://doi.org/10.1016%2Fj.eswa.2017.03.071
• [A21]A simple approach to multilingual polarity classification in Twitter
  Artículo · Pattern Recognition Letters · 2017 · Vol. 94 · pp. 68-74 · Citas: 42
  Tellez E.S.; Miranda-Jiménez S.; Graff M.; Moctezuma D.; Suárez R.R.; Siordia O.S.
  DOIhttps://doi.org/10.1016%2Fj.patrec.2017.05.024
• [C29]I3GO+ at RICATIM 2017: A semi-supervised approach to determine the relevance between images and text-annotations
  Conferencia · 2017 IEEE International Autumn Meeting on Power Electronics and Computing Ropec 2017 · 2017 · Vol. 2018-January · pp. 1-6 · Citas: 1
  Ortiz-Bejar J.; Tellez E.S.; Graff M.; Miranda-Jiménez S.; Ortiz-Bejar J.; Moctezuma D.; Sánchez C.N.
  DOIhttps://doi.org/10.1109%2FROPEC.2017.8261691