Hiram Calvo

Orcid: 0000-0003-2836-2102

Affiliations:
  • Instituto Politécnico Nacional, Centro de Investigación en Computación, México


According to our database1, Hiram Calvo authored at least 148 papers between 2003 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Model discovery of compartmental models with Graph-Supported Neural Networks.
Appl. Math. Comput., March, 2024

Overview of HOMO-MEX at IberLEF 2024: Hate Speech Detection Towards the Mexican Spanish speaking LGBT+ Population.
Proces. del Leng. Natural, 2024

Adaptation of Transformer-based Models for Depression Detection.
Computación y Sistemas (CyS), 2024

Stress Detection on Code-Mixed Texts in Dravidian Languages using Machine Learning.
CoRR, 2024

Evaluating Embeddings for One-Shot Classification of Doctor-AI Consultations.
CoRR, 2024

Doctor or AI? Efficient Neural Network for Response Classification in Health Consultations.
IEEE Access, 2024

Associative Interpretability of Hidden Semantics with Contrastiveness Operators in Face Classification Tasks.
Proceedings of the Explainable Artificial Intelligence, 2024

CogniCIC at EmoSPeech-IberLEF2024: Exploring Multimodal Emotion Recognition in Spanish: Deep Learning Approaches for Speech-Text Analysis.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

Neuroscience-Informed Interpretability of Intermediate Layers in Artificial Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2024

DSVS at PAN 2024: Ensemble Approach of Transformer-based Language Models for Analyzing Conspiracy Theories Against Critical Thinking Narratives.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

Computational Study of Dream Interpretations: Psychoanalytic Human vs Artificial Analyses.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023
Comparison of Transfer Style Using a CycleGAN Model with Data Augmentation.
Computación y Sistemas (CyS), 2023

PoSLemma: How Traditional Machine Learning and Linguistics Preprocessing Aid in Machine Generated Text Detection.
Computación y Sistemas (CyS), 2023

Design of an Automatic Tagging Algorithm for the Development of a Non-Literal Language Corpus in Spanish.
Computación y Sistemas (CyS), 2023

MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations.
CoRR, 2023

Transformer-based approaches to Sentiment Detection.
CoRR, 2023

Legend at ArAIEval Shared Task: Persuasion Technique Detection using a Language-Agnostic Text Representation Model.
Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

Enhancing Document Digitization: Image Denoising with a Cycle Generative Adversarial Network.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Analysis of Emotions in Speech Acts for Chatbots: An Overview and a Model Proposal.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Convolving Emotions: A Compact CNN for EEG-Based Emotion Recognition.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Optimizing Strategy Games: Ant Colony Optimization vs. Minimax Algorithm.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Search of Highly Selective Cells in Convolutional Layers with Hebbian Learning.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Impact of Text Preprocessing and Feature Selection on Hate Speech Detection in Online Messages Towards the LGBTQ+ Community in Mexico.
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

GPT-2 versus GPT-3 and Bloom: LLMs for LLMs Generative Text Detection.
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

BEC-1D: Biosignal-Based Emotions Classification with 1D ConvNet.
Proceedings of the Advances in Soft Computing, 2023

LLM's for Spanish Song Text Analysis and Classification Using Language Variants.
Proceedings of the Advances in Soft Computing, 2023

Disaster Tweets: Analysis from the Metaphor Perspective and Classification Using LLM's.
Proceedings of the Advances in Soft Computing, 2023

A Metaphorical Text Classifier to Compare the Use of RoBERTa-Large, RoBERTa-Base and BERT-Base Uncased.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2023

Hate and Offensive Content Identification in Indo-Aryan Languages using Transformer-based Models.
Proceedings of the Working Notes of FIRE 2023, 2023

2022
Dynamic balance of a bipedal robot using neural network training with simulated annealing.
Frontiers Neurorobotics, September, 2022

Improving Depth Estimation by Embedding Semantic Segmentation: A Hybrid CNN Model.
Sensors, 2022

Deep-Learning-Based Adaptive Advertising with Augmented Reality.
Sensors, 2022

Medida de similitud para experiencias de juego basada en el ritmo.
Res. Comput. Sci., 2022

Classification and enhancement of invasive ductal carcinoma samples using convolutional neural networks.
J. Intell. Fuzzy Syst., 2022

Multidigraph representation of analogies from oneiric stories.
J. Intell. Fuzzy Syst., 2022

Deep symbolic processing of human-performed musical sequences.
J. Intell. Fuzzy Syst., 2022

Fake News detection using n-grams for [email protected] competition.
J. Intell. Fuzzy Syst., 2022

Automatic Hate Speech Detection Using CNN Model and Word Embedding.
Computación y Sistemas, 2022

Pseudo-Labeling Improves News Identification and Categorization with Few Annotated Data.
Computación y Sistemas, 2022

Verbal Aggressions Detection in Mexican Tweets.
Computación y Sistemas, 2022

News Intention Study and Automatic Estimation of Its Impact.
Proceedings of the Advances in Computational Intelligence, 2022

Techniques for Generating Language Learning Resources: A System for Generating Exercises for the Differentiation of Literal and Metaphorical Context.
Proceedings of the Advances in Computational Intelligence, 2022

Exploratory Data Analysis for the Automatic Detection of Question Paraphrasing in Collaborative Environments.
Proceedings of the Advances in Computational Intelligence, 2022

The Role of the Number of Examples in Convolutional Neural Networks with Hebbian Learning.
Proceedings of the Advances in Computational Intelligence, 2022

Sequential Models for Sentiment Analysis: A Comparative Study.
Proceedings of the Advances in Computational Intelligence, 2022

2021
Wind Booster Optimization for On-Site Energy Generation Using Vertical-Axis Wind Turbines.
Sensors, 2021

On Explainable Features for Translatorship Attribution: Unveiling the Translator's Style With Causality.
IEEE Access, 2021

Using Lexical Resources for Detecting Offensiveness in Mexican Spanish Tweets.
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

The Combination of BERT and Data Oversampling for Answer Type Prediction.
Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

COVID-19 on the Time, Countries Deaths Monitoring and Comparison Dealing with the Pandemic.
Proceedings of the Advances in Computational Intelligence, 2021

2020
Data for Prediction of Apparent Personality Traits from Selfies using the Five-Factor Model.
Dataset, January, 2020

ASAMS: An Adaptive Sequential Sampling and Automatic Model Selection for Artificial Intelligence Surrogate Modeling.
Sensors, 2020

N-gramas de sílabas vs. n-gramas de caracteres para la tarea de atribución de autoría en un corpus multi-tema.
Res. Comput. Sci., 2020

Detección de humor en tweets en español utilizando clasificadores de Scikit-learn.
Res. Comput. Sci., 2020

Detección de noticias falsas en sitios web y redes sociales: Una investigación del estado del arte.
Res. Comput. Sci., 2020

Uso de n-gramas sintácticos en la atribución de traductor.
Res. Comput. Sci., 2020

Career path level estimation and skill qualification feedback from textual descriptions.
J. Intell. Fuzzy Syst., 2020

Psychological attachment style prediction based on short biographies.
J. Intell. Fuzzy Syst., 2020

Natural ontologies with elastic matching for elicited knowledge comparison.
J. Intell. Fuzzy Syst., 2020

Evolutionary Optimization of Ensemble Learning to Determine Sentiment Polarity in an Unbalanced Multiclass Corpus.
Entropy, 2020

Single-Stage Refinement CNN for Depth Estimation in Monocular Images.
Computación y Sistemas, 2020

Irony Detection using Emotion Cues.
Computación y Sistemas, 2020

Estimation of Personality Traits From Portrait Pictures Using the Five-Factor Model.
IEEE Access, 2020

Depression Detection in Social Media Using a Psychoanalytical Technique for Feature Extraction and a Cognitive Based Classifier.
Proceedings of the Advances in Computational Intelligence, 2020

Sentiment Detection in Economics Texts.
Proceedings of the Advances in Computational Intelligence, 2020

Automatic Story Generation: State of the Art and Recent Trends.
Proceedings of the Advances in Computational Intelligence, 2020

Does Supervised Learning of Sentence Candidates Produce the Best Extractive Summaries?
Proceedings of the Advances in Computational Intelligence, 2020

Authorship Link Retrieval Between Documents.
Proceedings of the Advances in Computational Intelligence, 2020

2019
Deep Green Diagnostics: Urban Green Space Analysis Using Deep Learning and Drone Images.
Sensors, 2019

Central Embeddings for Extractive Summarization Based on Similarity.
Computación y Sistemas, 2019

Predicting emotional reactions to news articles in social networks.
Comput. Speech Lang., 2019

Symbolic Learning for Improving the Performance of Transversal-Computation Algorithms.
IEEE Access, 2019

Toward Universal Word Sense Disambiguation Using Deep Neural Networks.
IEEE Access, 2019

Author Profiling From Images Using 3D Convolutional Neural Networks.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Emotion-Based Cross-Variety Irony Detection.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

2018
Sentence embeddings for document sets in DUC 2002 summarization task.
Dataset, November, 2018

Automatic Syntactic Analysis Based on Selectional Preferences
Studies in Computational Intelligence 765, Springer, ISBN: 978-3-319-74053-9, 2018

Comparison of Three Data Expansion Algorithms for Air Pollution Data in Irregularly Placed Measuring Stations.
Res. Comput. Sci., 2018

Impact of polarity in deception detection.
J. Intell. Fuzzy Syst., 2018

Modeling distribution of emotional reactions in social media using a multi-target strategy.
J. Intell. Fuzzy Syst., 2018

On redundancy in multi-document summarization.
J. Intell. Fuzzy Syst., 2018

Psychological Attachment Style Determination Using a Word Space Model.
Computación y Sistemas, 2018

Measuring concept semantic relatedness through common spatial pattern feature extraction on EEG signals.
Cogn. Syst. Res., 2018

Distribution of Emotional Reactions to News Articles in Twitter.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Semantic Loss in Autoencoder Tree Reconstruction Based on Different Tuple-Based Algorithms.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

Handwritten Texts for Personality Identification Using Convolutional Neural Networks.
Proceedings of the Pattern Recognition and Information Forensics, 2018

2017
Cross-domain deception detection using support vector networks.
Soft Comput., 2017

Reconstrucción de profundidad a partir de una sola imagen con perspectiva mediante redes neuronales completamente convolucionales.
Res. Comput. Sci., 2017

The Mexican Magical Towns Traveling Salesman Problem: Preliminary Results.
Res. Comput. Sci., 2017

On Sequence Encodings for Positional Reasoning Task with Deep Neural Networks.
Res. Comput. Sci., 2017

A novel recurrent neural network soft sensor via a differential evolution training algorithm for the tire contact patch.
Neurocomputing, 2017

Deceptive text detection using continuous semantic space models.
Intell. Data Anal., 2017

Forecasting, clustering and patrolling criminal activities.
Intell. Data Anal., 2017

Author Verification Using a Semantic Space Model.
Computación y Sistemas, 2017

Road Perspective Depth Reconstruction from Single Images Using Reduce-Refine-Upsample CNNs.
Proceedings of the Advances in Soft Computing, 2017

Author Identification Using Latent Dirichlet Allocation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

2016
Pronóstico del área de contacto de los neumáticos de un vehículo vía redes neuronales recurrentes.
Res. Comput. Sci., 2016

Comparación cuantitativa de matrices de datos.
Res. Comput. Sci., 2016

Análisis y comparación de diferentes métodos de reconstrucción de árboles semánticos.
Res. Comput. Sci., 2016

A practical framework for automatic food products classification using computer vision and inductive characterization.
Neurocomputing, 2016

Integrated concept blending with vector space models.
Comput. Speech Lang., 2016

Intra-document and Inter-document Redundancy in Multi-document Summarization.
Proceedings of the Advances in Computational Intelligence, 2016

Fast Dynamic Time Warping Feature Extraction for EEG Signal Classification.
Proceedings of the Fifteenth Mexican International Conference on Artificial Intelligence, 2016

A Comparison Between Two Spanish Sentiment Lexicons in the Twitter Sentiment Analysis Task.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016

Automatic Text Generation by Learning from Literary Structures.
Proceedings of the Fifth Workshop on Computational Linguistics for Literature, 2016

Cascading Classifiers for Twitter Sentiment Analysis with Emotion Lexicons.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2015
Implementación sobre FPGA de la estrategia evolutiva CMA-ES para optimización numérica.
Res. Comput. Sci., 2015

Patrolling Routes Optimization Using Ant Colonies.
Proceedings of the Pattern Recognition - 7th Mexican Conference, 2015

Is the Most Frequent Sense of a Word Better Connected in a Semantic Network?
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015

A novel tire contact patch soft sensor via Neural Networks.
Proceedings of the 12th International Conference on Electrical Engineering, 2015

Opinion Analysis in Social Networks Using Antonym Concepts on Graphs.
Proceedings of the Future Data and Security Engineering - Second International Conference, 2015

2014
Dependency vs. Constituent Based Syntactic N-Grams in Text Similarity Measures for Paraphrase Recognition.
Computación y Sistemas, 2014

Editorial.
Computación y Sistemas, 2014

Finding the Most Frequent Sense of a Word by the Length of Its Definition.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

CoNLL 2014 Shared Task: Grammatical Error Correction with a Syntactic N-gram Language Model from a Big Corpora.
Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task, 2014

Simple TF·IDF Is Not the Best You Can Get for Regionalism Classification.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

2013
Feature Analysis for Paraphrase Recognition and Textual Entailment.
Res. Comput. Sci., 2013

Digital Image-based Inductive Characterization and Classification for Improving the Quality Inspection of Diverse Food Products.
Res. Comput. Sci., 2013

A Reverse Dictionary Based on Semantic Analysis Using WordNet.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2013

Assessing the Quality Level of Corn Tortillas with Inductive Characterization and Digital Image Analysis.
Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013

Link Analysis for Representing and Retrieving Legal Information.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

2012
Aprendizaje de argumentos verbales completos y su plausibilidad en oraciones a partir de corpus.
Res. Comput. Sci., 2012

2011
Automatic Music Composition with Simple Probabilistic Generative Grammars.
Polibits, 2011

A Micro Artificial Immune System.
Polibits, 2011

Co-related Verb Argument Selectional Preferences.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

Dependency Syntax Analysis Using Grammar Induction and a Lexical Categories Precedence System.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

2010
Unsupervised WSD by Finding the Predominant Sense Using Context as a Dynamic Thesaurus.
J. Comput. Sci. Technol., 2010

Assigning Library of Congress Classification Codes to Books Based Only on their Titles.
Informatica (Slovenia), 2010

Music Composition Based on Linguistic Approach.
Proceedings of the Advances in Artificial Intelligence, 2010

2009
Interpolated PLSI for Learning Plausible Verb Arguments.
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, 2009

Dependency Language Modeling Using KNN and PLSI.
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

NLP for Shallow Question Answering of Legal Documents Using Graphs.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2009

Learning Co-relations of Plausible Verb Arguments with a WSM and a Distributional Thesaurus.
Proceedings of the Progress in Pattern Recognition, 2009

2008
An Innovative Two-Stage WSD Unsupervised Method.
Proces. del Leng. Natural, 2008

Automatic Semantic Role Labeling using Selectional Preferences with Very Large Corpora.
Computación y Sistemas, 2008

Improving Unsupervised WSD with a Dynamic Thesaurus.
Proceedings of the Text, Speech and Dialogue, 11th International Conference, 2008

Augmenting Word Space Models for Word Sense Discrimination Using an Automatic Thesaurus.
Proceedings of the Advances in Natural Language Processing, 2008

Using Graphs for Shallow Question Answering on Legal Documents.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

Automatic Polyphonic Music Composition Using the EMILE and ABL Grammar Inductors.
Proceedings of the Progress in Pattern Recognition, 2008

2007
On the Usage of Morphological Tags for Grammar Induction.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

2006
DILUCT: An Open-Source Spanish Dependency Parser Based on Rules, Heuristics, and Selectional Preferences.
Proceedings of the Natural Language Processing and Information Systems, 2006

2005
Transforming a Constituency Treebank into a Dependency Treebank.
Proces. del Leng. Natural, 2005

Distributional Thesaurus Versus WordNet: A Comparison of Backoff Techniques for Unsupervised PP Attachment.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

2004
Acquiring Selectional Preferences from Untagged Text for Prepositional Phrase Attachment Disambiguation.
Proceedings of the Natural Language Processing and Information Systems, 2004

Extracting Semantic Categories of Nouns for Syntactic Disambiguation from Human-Oriented Explanatory Dictionaries.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2004

Unsupervised Learning of Ontology-Linked Selectional Preferences.
Proceedings of the Progress in Pattern Recognition, 2004

2003
Natural Language Interface Framework for Spatial Object Composition Systems.
Proces. del Leng. Natural, 2003

Improving Prepositional Phrase Attachment Disambiguation Using the Web as Corpus.
Proceedings of the Progress in Pattern Recognition, 2003


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