Juan Carlos Martínez Santos

46 papers C 2Misc 1Journal 5Unranked 38
YearRankTypeTitle / Venue / Authors
2026 J jnl
Detection of diseases in cucumber using deep neural networks.
Neural Comput. Appl.
Andrea Menco-Tovar, Juan Carlos Martínez Santos, Edwin Puertas
2025 J jnl
A computer vision system for detecting motorcycle violations in pedestrian zones.
Multim. Tools Appl.
Nicolás Hernández-Díaz, Yersica C. Peñaloza, Y. Yuliana Rios, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
CEDNAV-UTB: Efficient Image Retrieval for Arguments with CLIP.
CLEF (Working Notes)
Diego Alberto Guevara Amaya, Jairo Enrique Serrano Castañeda, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
Development of a Biomedical Question Answering System Based on Transformer Models.
CLEF (Working Notes)
Lila López, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
Hybrid Re-ranking for Biomedical Entity Linking using SapBERT Embeddings: A High-Performance System for BioNNE-L 2025-1.
CLEF (Working Notes)
Daniel Peña Gnecco, Jairo Serrano, Edwin Puertas, Juan Carlos Martínez Santos
2025 — conf
Prediction of Human Preferences and Explanation Generation with LLM: An Approach Based on RAG, Few-Shot Learning, and Auto-CoT.
CLEF (Working Notes)
Danileth Almanza-Gonzalez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
RoBERT-IA: Human-AI Collaborative Text Classification.
CLEF (Working Notes)
Deyson Gómez Sánchez, Jeison D. Jimenez, María Paz Ramírez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
Tiles-wise Inference with Vision Transformers for Multispecies Identification in Vegetation Images.
CLEF (Working Notes)
Andrea Menco-Tovar, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
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.
CLEF (Working Notes)
Duván-Andrés Marrugo-Tobón, Jeison D. Jimenez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
VerbaNex at TalenCLEF2025: Semantic Matching of Multilingual Job Titles through a Framework Integrating ESCO Taxonomy.
CLEF (Working Notes)
Melissa Moreno Novoa, Juan Carlos Martínez Santos, Jairo Serrano, Edwin Puertas
2025 — conf
VerbaNexAI Lab at CheckThat! 2025: Fine-Tuning DeBERTa for Multi-Label Scientific Discourse Detection in Tweets.
CLEF (Working Notes)
Mervin Jesus Sosa Borrero, Jairo Enrique Serrano Castañeda, Juan Carlos Martínez Santos, Edwin Alexander Puertas Del Castillo
2025 — conf
VerbaNexAI at CLEF 2025 JOKER Task 3: Multi-Model LLM Approach for Onomastic Wordplay Translation.
CLEF (Working Notes)
Maria Paz Ramirez Atencio, Jeison D. Jimenez, Deyson Gómez Sánchez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
VerbaNexAI at MentalRiskES 2025: Early Detection of Gambling Disorders using Transformer Architectures and Machine Learning Models.
IberLEF@SEPLN
Jeison D. Jimenez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
Automated Detection of Depression and Anxiety Using Lexical and Phonestheme Features in Spanish Texts.
IberLEF@SEPLN
Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
Mapping Motion: A Cognitive Approach to Dyspraxia Multimodal Analysis.
IBERAMIA
David Muvdi, Mateo R. Hernández, Eiker J. Cifuentes, Andrea Di Somma, Francesco Chiappone, Vicenzo Di Maro, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
Team QTB on Feature Selection Via Quantum Annealing and Hybrid Models.
CLEF (Working Notes)
Esteban Payares, Edwin Puertas, Juan Carlos Martínez Santos
2024 — conf
VerbaNex AI at CLEF EXIST 2024: Detection of Online Sexism using Transformer Models and Profiling Techniques.
CLEF (Working Notes)
Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
VerbaNex AI at DIPROMATS 2024: Enhancing Propaganda Detection in Diplomatic Tweets with Fine-Tuned BERT and Integrated NLP Techniques.
IberLEF@SEPLN
Jose Cuadrado, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
VerbaNexAI Lab at HOMO-MEX 2024: Multiclass and Multilabel Detection of LGBTQ+ Phobic Content Using Transformers.
IberLEF@SEPLN
Roger David Gonzalez-Henao, Duván-Andrés Marrugo-Tobón, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
VerbaNexAI Lab at SemEval-2024 Task 10: Emotion recognition and reasoning in mixed-coded conversations based on an NRC VAD approach.
SemEval@NAACL
Santiago Garcia, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
VerbaNexAI Lab at SemEval-2024 Task 1: A Multilayer Artificial Intelligence Model for Semantic Relationship Detection.
SemEval@NAACL
Anderson Morillo, Daniel Peña, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
VerbaNexAI Lab at SemEval-2024 Task 3: Deciphering emotional causality in conversations using multimodal analysis approach.
SemEval@NAACL
Victor Pacheco, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas
2023 — conf
Automated Depression Detection in Text Data: Leveraging Lexical Features, Phonesthemes Embedding, and RoBERTa Transformer Model.
IberLEF@SEPLN
Elizabeth Martinez, Juan Cuadrado, Daniel Peña, Juan Carlos Martínez Santos, Edwin Puertas
2023 — conf
Natural Language Content Evaluation System For Multiclass Detection of Hate Speech in Tweets Using Transformers.
IberLEF@SEPLN
Duván-Andrés Marrugo-Tobón, Juan Carlos Martínez Santos, Edwin Puertas
2023 — conf
Quantum N-Gram Language Models for Tweet Classification.
CogMI
Esteban Payares, Edwin Puertas, Juan Carlos Martínez Santos
2023 — conf
Team UTB-NLP at FinancES 2023: Financial Targeted Sentiment Analysis Using a Phonestheme Semantic Approach.
IberLEF@SEPLN
Juan Cuadrado, Elizabeth Martinez, Juan Carlos Martínez Santos, Edwin Puertas
2023 — conf
UTB-NLP at SemEval-2023 Task 3: Weirdness, Lexical Features for Detecting Categorical Framings, and Persuasion in Online News.
SemEval@ACL
Juan Cuadrado, Elizabeth Martinez, Anderson Morillo, Daniel Peña, Kevin Sossa, Juan Carlos Martínez Santos, Edwin Puertas
2022 — conf
Photovoltaic Power Predictor Module Based on Historical Production and Weather Conditions Data.
WEA
Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos
2021 — conf
Career Recommendation System for Validation of Multiple Intelligence to High School Students.
WEA
Maryori Sabalza-Mejia, Carolina Campillo Jimenez, Juan Carlos Martínez Santos
2021 — conf
Phonetic Detection for Hate Speech Spreaders on Twitter.
CLEF (Working Notes)
Edwin Puertas, Juan Carlos Martínez Santos
2020 — conf
A Machine Learning Approach for Severe Maternal Morbidity Prediction at Rafael Calvo Clinic in Cartagena-Colombia.
CISIM
Eugenia Arrieta Rodríguez, Fernando López-Martínez, Juan Carlos Martínez Santos
2020 J jnl
A machine learning model for emotion recognition from physiological signals.
Biomed. Signal Process. Control.
Juan Antonio Dominguez-Jimenez, Kiara Coralia Campo-Landines, Juan Carlos Martínez Santos, Enrique J. Delahoz-Domínguez, Sonia H. Contreras Ortiz
2020 — conf
Leveraging Emergency Response System Using the Internet of Things. A Preliminary Approach.
CCE
Luz A. Magre Colorado, Jorge Franco Ibañez, Juan Carlos Martínez Santos
2019 — conf
From a Home-Area-Network to a Secure Internet of Things Application.
WEA
Maryori Sabalza-Mejia, Luz A. Magre Colorado, Ivan Baños Delgado, Juan Carlos Martínez Santos
2017 J jnl
Influence of Arduino on the Development of Advanced Microcontrollers Courses.
Rev. Iberoam. de Tecnol. del Aprendiz.
Juan Carlos Martínez Santos, Oscar Acevedo Patino, Sonia H. Contreras Ortiz
2017 — conf
Irrigation System for Oil Palm in Colombia - An Internet of Things Approach.
WEA
Ivan Baños Delgado, Luz A. Magre Colorado, Erick Javier Argüello Prada, Juan Carlos Martínez Santos
2017 — conf
Physical-aware pattern selection for stuck-at faults.
LATS
Oscar Acevedo Patino, Juan Carlos Martínez Santos
2016 — conf
Early Prediction of Severe Maternal Morbidity Using Machine Learning Techniques.
IBERAMIA
Eugenia Arrieta Rodríguez, Francisco Edna Estrada, William Caicedo-Torres, Juan Carlos Martínez Santos
2016 C conf
GridUI, a RESTful web service and ubiquitous UI for accessing HPC resources.
EATIS
Jairo E. Serrano, J. Leguizamon, Juan Carlos Martínez Santos
2014 — conf
HATI: Hardware Assisted Thread Isolation for Concurrent C/C++ Programs.
IPDPS Workshops
Juan Carlos Martínez Santos, Yunsi Fei
2013 J jnl
Leveraging speculative architectures for runtime program validation.
ACM Trans. Embed. Comput. Syst.
Juan Carlos Martínez Santos, Yunsi Fei
2013 — conf
Micro-architectural support for metadata coherence in multi-core dynamic information flow tracking.
HASP@ISCA
Juan Carlos Martínez Santos, Yunsi Fei
2012 — conf
Designing and implementing a Malicious 8051 processor.
DFT
Juan Carlos Martínez Santos, Yunsi Fei
2012 Misc conf
Static secure page allocation for light-weight dynamic information flow tracking.
CASES
Juan Carlos Martínez Santos, Yunsi Fei, Zhijie Jerry Shi
2009 — conf
PIFT: efficient dynamic information flow tracking using secure page allocation.
WESS
Juan Carlos Martínez Santos, Yunsi Fei, Zhijie Jerry Shi
2008 C conf
Leveraging speculative architectures for run-time program validation.
ICCD
Juan Carlos Martínez Santos, Yunsi Fei