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Juan Carlos Martínez Santos

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affiliation: Universidad Tecnológica de Bolívar, Cartagena, Colombia
affiliation (former): Northeastern University, Boston, MA, USA

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2020 – today

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2024
[c28]
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Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas:
VerbaNex AI at CLEF EXIST 2024: Detection of Online Sexism using Transformer Models and Profiling Techniques. CLEF (Working Notes) 2024: 1107-1113
[c27]
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Esteban Payares, Edwin Puertas, Juan Carlos Martínez Santos:
Team QTB on Feature Selection Via Quantum Annealing and Hybrid Models. CLEF (Working Notes) 2024: 3105-3114
[c26]
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  - conf/semeval/GarciaMCSP24
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Santiago Garcia, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas:
VerbaNexAI Lab at SemEval-2024 Task 10: Emotion recognition and reasoning in mixed-coded conversations based on an NRC VAD approach. SemEval@NAACL 2024: 1332-1338
[c25]
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Victor Pacheco, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas:
VerbaNexAI Lab at SemEval-2024 Task 3: Deciphering emotional causality in conversations using multimodal analysis approach. SemEval@NAACL 2024: 1339-1343
[c24]
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Anderson Morillo, Daniel Peña, Juan Carlos Martínez Santos, Edwin Puertas:
VerbaNexAI Lab at SemEval-2024 Task 1: A Multilayer Artificial Intelligence Model for Semantic Relationship Detection. SemEval@NAACL 2024: 1344-1350
[c23]
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Jose Cuadrado, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas:
VerbaNex AI at DIPROMATS 2024: Enhancing Propaganda Detection in Diplomatic Tweets with Fine-Tuned BERT and Integrated NLP Techniques. IberLEF@SEPLN 2024
[c22]
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Roger David Gonzalez-Henao, Duván-Andrés Marrugo-Tobón, Juan Carlos Martínez Santos, Edwin Puertas:
VerbaNexAI Lab at HOMO-MEX 2024: Multiclass and Multilabel Detection of LGBTQ+ Phobic Content Using Transformers. IberLEF@SEPLN 2024
2023
[c21]
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Esteban Payares, Edwin Puertas, Juan Carlos Martínez Santos:
Quantum N-Gram Language Models for Tweet Classification. CogMI 2023: 69-74
[c20]
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Juan Cuadrado, Elizabeth Martinez, Anderson Morillo, Daniel Peña, Kevin Sossa, Juan Carlos Martínez Santos, Edwin Puertas:
UTB-NLP at SemEval-2023 Task 3: Weirdness, Lexical Features for Detecting Categorical Framings, and Persuasion in Online News. SemEval@ACL 2023: 1551-1557
[c19]
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Juan Cuadrado, Elizabeth Martinez, Juan Carlos Martínez Santos, Edwin Puertas:
Team UTB-NLP at FinancES 2023: Financial Targeted Sentiment Analysis Using a Phonestheme Semantic Approach. IberLEF@SEPLN 2023
[c18]
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Duván-Andrés Marrugo-Tobón, Juan Carlos Martínez Santos, Edwin Puertas:
Natural Language Content Evaluation System For Multiclass Detection of Hate Speech in Tweets Using Transformers. IberLEF@SEPLN 2023
[c17]
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Elizabeth Martinez, Juan Cuadrado, Daniel Peña, Juan Carlos Martínez Santos, Edwin Puertas:
Automated Depression Detection in Text Data: Leveraging Lexical Features, Phonesthemes Embedding, and RoBERTa Transformer Model. IberLEF@SEPLN 2023
2022
[c16]
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Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos:
Photovoltaic Power Predictor Module Based on Historical Production and Weather Conditions Data. WEA 2022: 461-472
2021
[c15]
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Edwin Puertas, Juan Carlos Martínez Santos:
Phonetic Detection for Hate Speech Spreaders on Twitter. CLEF (Working Notes) 2021: 2118-2125
[c14]
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Maryori Sabalza-Mejia, Carolina Campillo Jimenez, Juan Carlos Martínez Santos:
Career Recommendation System for Validation of Multiple Intelligence to High School Students. WEA 2021: 110-120
2020
[j3]
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Juan Antonio Dominguez-Jimenez, Kiara Coralia Campo-Landines, Juan Carlos Martínez Santos, Enrique J. Delahoz-Domínguez, Sonia H. Contreras Ortiz:
A machine learning model for emotion recognition from physiological signals. Biomed. Signal Process. Control. 55 (2020)
[c13]
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Eugenia Arrieta Rodríguez, Fernando López-Martínez, Juan Carlos Martínez Santos:
A Machine Learning Approach for Severe Maternal Morbidity Prediction at Rafael Calvo Clinic in Cartagena-Colombia. CISIM 2020: 208-219
[c12]
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Luz A. Magre Colorado, Jorge Franco Ibañez, Juan Carlos Martínez Santos:
Leveraging Emergency Response System Using the Internet of Things. A Preliminary Approach. CCE 2020: 1-6

2010 – 2019

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2019
[c11]
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Maryori Sabalza-Mejia, Luz A. Magre Colorado, Ivan Baños Delgado, Juan Carlos Martínez Santos:
From a Home-Area-Network to a Secure Internet of Things Application. WEA 2019: 475-486
2017
[j2]
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Juan Carlos Martínez Santos, Oscar Acevedo Patino, Sonia H. Contreras Ortiz:
Influence of Arduino on the Development of Advanced Microcontrollers Courses. Rev. Iberoam. de Tecnol. del Aprendiz. 12(4): 208-217 (2017)
[c10]
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Oscar Acevedo Patino, Juan Carlos Martínez Santos:
Physical-aware pattern selection for stuck-at faults. LATS 2017: 1-5
[c9]
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  - conf/wea2/DelgadoCPM17
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Ivan Baños Delgado, Luz A. Magre Colorado, Erick Javier Argüello Prada, Juan Carlos Martínez Santos:
Irrigation System for Oil Palm in Colombia - An Internet of Things Approach. WEA 2017: 300-311
2016
[c8]
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Jairo E. Serrano, J. Leguizamon, Juan Carlos Martínez Santos:
GridUI, a RESTful web service and ubiquitous UI for accessing HPC resources. EATIS 2016: 1-4
[c7]
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Eugenia Arrieta Rodríguez, Francisco Edna Estrada, William Caicedo-Torres, Juan Carlos Martínez Santos:
Early Prediction of Severe Maternal Morbidity Using Machine Learning Techniques. IBERAMIA 2016: 259-270
2014
[c6]
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Juan Carlos Martínez Santos, Yunsi Fei:
HATI: Hardware Assisted Thread Isolation for Concurrent C/C++ Programs. IPDPS Workshops 2014: 322-331
2013
[j1]
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Juan Carlos Martínez Santos, Yunsi Fei:
Leveraging speculative architectures for runtime program validation. ACM Trans. Embed. Comput. Syst. 13(1): 3:1-3:18 (2013)
[c5]
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Juan Carlos Martínez Santos, Yunsi Fei:
Micro-architectural support for metadata coherence in multi-core dynamic information flow tracking. HASP@ISCA 2013: 6
2012
[c4]
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  - conf/cases/SantosFS12
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Juan Carlos Martínez Santos, Yunsi Fei, Zhijie Jerry Shi:
Static secure page allocation for light-weight dynamic information flow tracking. CASES 2012: 27-36
[c3]
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Juan Carlos Martínez Santos, Yunsi Fei:
Designing and implementing a Malicious 8051 processor. DFT 2012: 63-66

2000 – 2009

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2009
[c2]
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Juan Carlos Martínez Santos, Yunsi Fei, Zhijie Jerry Shi:
PIFT: efficient dynamic information flow tracking using secure page allocation. WESS 2009
2008
[c1]
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Juan Carlos Martínez Santos, Yunsi Fei:
Leveraging speculative architectures for run-time program validation. ICCD 2008: 498-505

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