Mario Graff

Orcid: 0000-0001-6573-4142

Affiliations:
  • INFOTEC, Aguascalientes, Mexico
  • University of Essex, Colchester, UK


According to our database1, Mario Graff authored at least 78 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Models to classify the difficulty of genetic algorithms to solve continuous optimization problems.
Nat. Comput., June, 2024

Analysis of Systems' Performance in Natural Language Processing Competitions.
CoRR, 2024

INGEOTEC at SemEval-2024 Task 1: Bag of Words and Transformers.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

2023
Regionalized models for Spanish language variations based on Twitter.
Lang. Resour. Evaluation, December, 2023

Ingeotec at Rest-Mex: Bag-of-Words Classifiers.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Ingeotec at DA-VINCIS: Bag-of-Words Classifiers.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Comparison of Classifiers in Challenge Scheme.
Proceedings of the Pattern Recognition - 15th Mexican Conference, 2023

2022
A Python library for exploratory data analysis on twitter data based on tokens and aggregated origin-destination information.
Comput. Geosci., 2022

Selection Heuristics on Semantic Genetic Programming for Classification Problems.
Evol. Comput., 2022

2021
A scalable solution to the nearest neighbor search problem through local-search methods on neighbor graphs.
Pattern Anal. Appl., 2021

A large scale lexical and semantic analysis of Spanish language variations in Twitter.
CoRR, 2021

DCCD-INFOTEC at MeOffendEs@IberLEF21 Subtask 3: A Transfer Learning Approach Based on EvoMSA's Stacked Generalization.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

2020
A multi-breakpoints approach for symbolic discretization of time series.
Knowl. Inf. Syst., 2020

Opinion mining and emotion recognition applied to learning environments.
Expert Syst. Appl., 2020

A Python Library for Exploratory Data Analysis and Knowledge Discovery on Twitter Data.
CoRR, 2020

EvoMSA: A Multilingual Evolutionary Approach for Sentiment Analysis [Application Notes].
IEEE Comput. Intell. Mag., 2020

Improving k Nearest Neighbors and Naïve Bayes Classifiers Through Space Transformations and Model Selection.
IEEE Access, 2020

Infotec + CentroGEO at SemEval-2020 Task 8: Deep Learning and Text Categorization approach for Memes classification.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

INGEOTEC at SemEval-2020 Task 12: Multilingual Classification of Offensive Text.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

UMSNH-INFOTEC@Dravidian-CodeMix-FIRE2020: An ensemble approach based on a multiple text representations.
Proceedings of the Working Notes of FIRE 2020, 2020

2019
Appearance model update based on online learning and soft-biometrics traits for people re-identification in multi-camera environments.
IET Image Process., 2019

Image Annotation as Text-Image Matching: Challenge Design and Results.
Computación y Sistemas, 2019

Feature space transformations and model selection to improve the performance of classifiers.
CoRR, 2019

INGEOTEC at IberLEF 2019 Task HaHa.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Overview of TASS 2019: One More Further for the Global Spanish Sentiment Analysis Corpus.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

INGEOTEC at SemEval-2019 Task 5 and Task 6: A Genetic Programming Approach for Text Classification.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

2018
Uso de analizador de emociones en sistemas educativos inteligentes.
Res. Comput. Sci., 2018

An automated text categorization framework based on hyperparameter optimization.
Knowl. Based Syst., 2018

EvoMSA: A Multilingual Evolutionary Approach for Sentiment Analysis.
CoRR, 2018

INGEOTEC at IberEval 2018 Task HaHa: μTC and EvoMSA to Detect and Score Humor in Texts.
Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

INGEOTEC solution for Task 4 in TASS'18 competition.
Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN, 2018

INGEOTEC solution for Task 1 in TASS'18 competition.
Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN, 2018

INGEOTEC at MEX-A3T: Author Profiling and Aggressiveness Analysis in Twitter Using μTC and EvoMSA.
Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Landscape images distance using kullback leibler divergence.
Proceedings of the 2018 IEEE International Conference on Research in Intelligent and Computing in Engineering, 2018

Gender Identification through Multi-modal Tweet Analysis using MicroTC and Bag of Visual Words: Notebook for PAN at CLEF 2018.
Proceedings of the Working Notes of CLEF 2018, 2018

2017
A simple approach to multilingual polarity classification in Twitter.
Pattern Recognit. Lett., 2017

MOPG: a multi-objective evolutionary algorithm for prototype generation.
Pattern Anal. Appl., 2017

Time series forecasting with genetic programming.
Nat. Comput., 2017

An iterative genetic programming approach to prototype generation.
Genet. Program. Evolvable Mach., 2017

A case study of Spanish text transformations for twitter sentiment analysis.
Expert Syst. Appl., 2017

Local Search Methods for Fast Near Neighbor Search.
CoRR, 2017

INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Gender and language-variety Identification with MicroTC.
Proceedings of the Working Notes of CLEF 2017, 2017

2016
Editorial.
Computación y Sistemas, 2016

PGGP: Prototype Generation via Genetic Programming.
Appl. Soft Comput., 2016

On the performance of B4MSA on SENTIPOLC'16.
Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

2015
Semantic Crossover Operator for GP based on the Second Partial Derivative of the Error Function.
Res. Comput. Sci., 2015

Minería de opinión en blogs financieros para la predicción de tendencias en mercados bursátiles.
Res. Comput. Sci., 2015

Semantic Genetic Programming Operators Based on Projections in the Phenotype Space.
Res. Comput. Sci., 2015

Term-weighting learning via genetic programming for text classification.
Knowl. Based Syst., 2015

Near neighbor searching with K nearest references.
Inf. Syst., 2015

Finding Near Neighbors Through Local Search.
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015

Sentiment Analysis for Twitter: TASS 2015.
Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN co-located with 31st SEPLN Conference (SEPLN 2015), 2015

Semantic Genetic Programming for Sentiment Analysis.
Proceedings of the NEO 2015, 2015

2014
Term-Weighting Learning via Genetic Programming for Text Classification.
CoRR, 2014

k-Nearest-Neighbor by Differential Evolution for Time Series Forecasting.
Proceedings of the Nature-Inspired Computation and Machine Learning, 2014

Solving a Scholar Timetabling Problem Using a Genetic Algorithm - Study Case: Instituto Tecnologico De Zitacuaro.
Proceedings of the 13th Mexican International Conference on Artificial Intelligence, 2014

Performance Classification of Genetic Algorithms on Continuous Optimization Problems.
Proceedings of the Nature-Inspired Computation and Machine Learning, 2014

Semantic Crossover Based on the Partial Derivative Error.
Proceedings of the Genetic Programming - 17th European Conference, 2014

2013
Models of performance of time series forecasters.
Neurocomputing, 2013

Models of Performance of Evolutionary Program Induction Algorithms Based on Indicators of Problem Difficulty.
Evol. Comput., 2013

PSO Optimal Tracking Control for State-Dependent Coefficient Nonlinear Systems.
Proceedings of the Advance Trends in Soft Computing, 2013

Optimal reconfiguration of radial distribution networks for reducing voltage sags.
Proceedings of the 10th International Conference on Electrical Engineering, 2013

Genetic Programming of Prototypes for Pattern Classification.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Wind speed forecasting using genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2011
Scalable Pattern Search Analysis.
Proceedings of the Pattern Recognition - Third Mexican Conference, 2011

Performance Models for Evolutionary Program Induction Algorithms Based on Problem Difficulty Indicators.
Proceedings of the Genetic Programming - 14th European Conference, 2011

2010
Models of the performance of evolutionary program induction algorithms.
PhD thesis, 2010

Practical performance models of algorithms in evolutionary program induction and other domains.
Artif. Intell., 2010

Reducing the Search Space in Evolutive Design of ARIMA and ANN Models for Time Series Prediction.
Proceedings of the Advances in Soft Computing, 2010

2009
Free lunches for neural network search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Free lunches for function and program induction.
Proceedings of the Foundations of Genetic Algorithms, 2009

There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists.
Proceedings of the Genetic Programming, 12th European Conference, 2009

Automatic Creation of Taxonomies of Genetic Programming Systems.
Proceedings of the Genetic Programming, 12th European Conference, 2009

2008
Practical Model of Genetic Programming's Performance on Rational Symbolic Regression Problems.
Proceedings of the Genetic Programming, 11th European Conference, 2008

2007
Linear selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2005
System Identification Using Genetic Programming and Gene Expression Programming.
Proceedings of the Computer and Information Sciences, 2005


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