Juan Carlos Martínez Santos

According to our database, Juan Carlos Martínez Santos authored at least 54 papers between 2008 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Detection of diseases in cucumber using deep neural networks.

Andrea Menco-Tovar, Juan Carlos Martínez Santos, Edwin Puertas

Neural Comput. Appl., March, 2026

2025

A computer vision system for detecting motorcycle violations in pedestrian zones.

Nicolás Hernández-Díaz, Yersica C. Peñaloza, Y. Yuliana Rios, Juan Carlos Martínez Santos, Edwin Puertas

Multim. Tools Appl., April, 2025

Twitbaiter: Model of Clickbait Detection in Spanish.

Deyson Gómez Sánchez, Jeison D. Jimenez, Elizabeth Ruíz Padilla, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

VerbaNexAI at ASQP-PT 2025: Robust Detection of Tourism Aspects Using Pretrained Models and BIO Tagging in Portuguese.

Melissa Moreno Novoa, Jairo Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

VerbaNexAI at MentalRiskES 2025: Early Detection of Gambling Disorders using Transformer Architectures and Machine Learning Models.

Jeison D. Jimenez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

Application of Multitask BERT Models for the Classification of Sentiments, Types of Places, and Magical Towns in Spanish Tourist Reviews.

Danileth Almanza-Gonzalez, Jairo Enrique Serrano Castañeda, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

VerbaNexAI at SemEval-2025 Task 3: Fact Retrieval with Google Snippets for LLM Context Filtering to identify Hallucinations.

Anderson Morillo, Edwin Puertas, Juan Carlos Martínez Santos

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

UTBNLP at Semeval-2025 Task 11: Predicting Emotion Intensity with BERT and VAD-Informed Attention.

Melissa Moreno, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

VerbaNexAI at SemEval-2025 Task 9: Advances and Challenges in the Automatic Detection of Food Hazards.

Andrea Menco-Tovar, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT.

Daniel Peña Gnecco, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

VerbaNexAI at SemEval-2025 Task 11 Track A: A RoBERTa-Based Approach for the Classification of Emotions in Text.

Danileth Almanza-Gonzalez, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

RoBERT-IA: Human-AI Collaborative Text Classification.

Deyson Gómez Sánchez, Jeison D. Jimenez, María Paz Ramírez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

VerbaNex at TalenCLEF2025: Semantic Matching of Multilingual Job Titles through a Framework Integrating ESCO Taxonomy.

Melissa Moreno Novoa, Juan Carlos Martínez Santos, Jairo Serrano, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

Tiles-wise Inference with Vision Transformers for Multispecies Identification in Vegetation Images.

Andrea Menco-Tovar, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

UTBNLP at CLEF JOKER 2025 Task 2: mBART-50 Fine-Tuning with Dictionary-Guided Forced Decoding and Phoneme-Based Techniques for English-French Pun Translation.

Duván-Andrés Marrugo-Tobón, Jeison D. Jimenez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

Development of a Biomedical Question Answering System Based on Transformer Models.

Lila López, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

Hybrid Re-ranking for Biomedical Entity Linking using SapBERT Embeddings: A High-Performance System for BioNNE-L 2025-1.

Daniel Peña Gnecco, Jairo Serrano, Edwin Puertas, Juan Carlos Martínez Santos

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

VerbaNexAI Lab at CheckThat! 2025: Fine-Tuning DeBERTa for Multi-Label Scientific Discourse Detection in Tweets.

Mervin Jesus Sosa Borrero, Jairo Enrique Serrano Castañeda, Juan Carlos Martínez Santos, Edwin Alexander Puertas Del Castillo

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

VerbaNexAI at CLEF 2025 JOKER Task 3: Multi-Model LLM Approach for Onomastic Wordplay Translation.

Maria Paz Ramirez Atencio, Jeison D. Jimenez, Deyson Gómez Sánchez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

CEDNAV-UTB: Efficient Image Retrieval for Arguments with CLIP.

Diego Alberto Guevara Amaya, Jairo Enrique Serrano Castañeda, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

Prediction of Human Preferences and Explanation Generation with LLM: An Approach Based on RAG, Few-Shot Learning, and Auto-CoT.

Danileth Almanza-Gonzalez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

2024

Automated Detection of Depression and Anxiety Using Lexical and Phonestheme Features in Spanish Texts.

Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas

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

VerbaNexAI Lab at HOMO-MEX 2024: Multiclass and Multilabel Detection of LGBTQ+ Phobic Content Using Transformers.

Roger David Gonzalez-Henao, Duván-Andrés Marrugo-Tobón, Juan Carlos Martínez Santos, Edwin Puertas

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

VerbaNex AI at DIPROMATS 2024: Enhancing Propaganda Detection in Diplomatic Tweets with Fine-Tuned BERT and Integrated NLP Techniques.

Jose Cuadrado, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas

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

VerbaNexAI Lab at SemEval-2024 Task 3: Deciphering emotional causality in conversations using multimodal analysis approach.

Victor Pacheco, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

VerbaNexAI Lab at SemEval-2024 Task 1: A Multilayer Artificial Intelligence Model for Semantic Relationship Detection.

Anderson Morillo, Daniel Peña, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

VerbaNexAI Lab at SemEval-2024 Task 10: Emotion recognition and reasoning in mixed-coded conversations based on an NRC VAD approach.

Santiago Garcia, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Mapping Motion: A Cognitive Approach to Dyspraxia Multimodal Analysis.

David Muvdi, Mateo R. Hernández, Eiker J. Cifuentes, Andrea Di Somma, Francesco Chiappone, Vicenzo Di Maro, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2024, 2024

Team QTB on Feature Selection Via Quantum Annealing and Hybrid Models.

Esteban Payares, Edwin Puertas, Juan Carlos Martínez Santos

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

VerbaNex AI at CLEF EXIST 2024: Detection of Online Sexism using Transformer Models and Profiling Techniques.

Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

Automated Depression Detection in Text Data: Leveraging Lexical Features, Phonesthemes Embedding, and RoBERTa Transformer Model.

Elizabeth Martinez, Juan Cuadrado, Daniel Peña, Juan Carlos Martínez Santos, Edwin Puertas

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

Natural Language Content Evaluation System For Multiclass Detection of Hate Speech in Tweets Using Transformers.

Duván-Andrés Marrugo-Tobón, Juan Carlos Martínez Santos, Edwin Puertas

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

Team UTB-NLP at FinancES 2023: Financial Targeted Sentiment Analysis Using a Phonestheme Semantic Approach.

Juan Cuadrado, Elizabeth Martinez, Juan Carlos Martínez Santos, Edwin Puertas

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

UTB-NLP at SemEval-2023 Task 3: Weirdness, Lexical Features for Detecting Categorical Framings, and Persuasion in Online News.

Juan Cuadrado, Elizabeth Martinez, Anderson Morillo, Daniel Peña, Kevin Sossa, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Quantum N-Gram Language Models for Tweet Classification.

Esteban Payares, Edwin Puertas, Juan Carlos Martínez Santos

Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023

2022

Photovoltaic Power Predictor Module Based on Historical Production and Weather Conditions Data.

Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos

Proceedings of the Applied Computer Sciences in Engineering, 2022

2021

Career Recommendation System for Validation of Multiple Intelligence to High School Students.

Maryori Sabalza-Mejia, Carolina Campillo Jimenez, Juan Carlos Martínez Santos

Proceedings of the Applied Computer Sciences in Engineering, 2021

Phonetic Detection for Hate Speech Spreaders on Twitter.

Edwin Puertas, Juan Carlos Martínez Santos

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

A machine learning model for emotion recognition from physiological signals.

Juan Antonio Dominguez-Jimenez, Kiara Coralia Campo-Landines, Juan Carlos Martínez Santos, Enrique J. Delahoz-Domínguez, Sonia H. Contreras Ortiz

Biomed. Signal Process. Control., 2020

Leveraging Emergency Response System Using the Internet of Things. A Preliminary Approach.

Luz A. Magre Colorado, Jorge Franco Ibañez, Juan Carlos Martínez Santos

Proceedings of the 17th International Conference on Electrical Engineering, 2020

A Machine Learning Approach for Severe Maternal Morbidity Prediction at Rafael Calvo Clinic in Cartagena-Colombia.

Eugenia Arrieta Rodríguez, Fernando López-Martínez, Juan Carlos Martínez Santos

Proceedings of the Computer Information Systems and Industrial Management, 2020

2019

From a Home-Area-Network to a Secure Internet of Things Application.

Maryori Sabalza-Mejia, Luz A. Magre Colorado, Ivan Baños Delgado, Juan Carlos Martínez Santos

Proceedings of the Applied Computer Sciences in Engineering, 2019

2017

Influence of Arduino on the Development of Advanced Microcontrollers Courses.

Juan Carlos Martínez Santos, Oscar Acevedo Patino, Sonia H. Contreras Ortiz

Rev. Iberoam. de Tecnol. del Aprendiz., 2017

Irrigation System for Oil Palm in Colombia - An Internet of Things Approach.

Ivan Baños Delgado, Luz A. Magre Colorado, Erick Javier Argüello Prada, Juan Carlos Martínez Santos

Proceedings of the Applied Computer Sciences in Engineering, 2017

Physical-aware pattern selection for stuck-at faults.

Oscar Acevedo Patino, Juan Carlos Martínez Santos

Proceedings of the 18th IEEE Latin American Test Symposium, 2017

2016

Early Prediction of Severe Maternal Morbidity Using Machine Learning Techniques.

Eugenia Arrieta Rodríguez, Francisco Edna Estrada, William Caicedo-Torres, Juan Carlos Martínez Santos

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016

GridUI, a RESTful web service and ubiquitous UI for accessing HPC resources.

Jairo E. Serrano, J. Leguizamon, Juan Carlos Martínez Santos

Proceedings of the 8th Euro American Conference on Telematics and Information Systems, 2016

2014

HATI: Hardware Assisted Thread Isolation for Concurrent C/C++ Programs.

Juan Carlos Martínez Santos, Yunsi Fei

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

2013

Leveraging speculative architectures for runtime program validation.

Juan Carlos Martínez Santos, Yunsi Fei

ACM Trans. Embed. Comput. Syst., 2013

Micro-architectural support for metadata coherence in multi-core dynamic information flow tracking.

Juan Carlos Martínez Santos, Yunsi Fei

Proceedings of the HASP 2013, 2013

2012

Designing and implementing a Malicious 8051 processor.

Juan Carlos Martínez Santos, Yunsi Fei

Proceedings of the 2012 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2012

Static secure page allocation for light-weight dynamic information flow tracking.

Juan Carlos Martínez Santos, Yunsi Fei, Zhijie Jerry Shi

Proceedings of the 15th International Conference on Compilers, 2012

2009

PIFT: efficient dynamic information flow tracking using secure page allocation.

Juan Carlos Martínez Santos, Yunsi Fei, Zhijie Jerry Shi

Proceedings of the 4th Workshop on Embedded Systems Security, 2009

2008

Leveraging speculative architectures for run-time program validation.

Juan Carlos Martínez Santos, Yunsi Fei

Proceedings of the 26th International Conference on Computer Design, 2008