Rubén Francisco Manrique

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TICSw-Tecnologías de Información y Construcción de Software

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Analysis of Machine Learning Models for Academic Performance Prediction Capítulo en Memoria

2024

Benitez A, Castro H, Manrique R. (2024) Analysis of Machine Learning Models for Academic Performance Prediction. International Conference on Intelligent Tutoring Systems Generative Intelligence and Intelligent Tutoring Systems (ISBN 978-3-031-63031-6) Grecia. - 2024
Core Concept Identification in Educational Resources via Knowledge Graphs and Large Language Models Artículo

2024

Manrique R. (2024) Core Concept Identification in Educational Resources via Knowledge Graphs and Large Language Models. SN Computer Science (ISSN 2662-995X) 5 (-), pp. 1-1029. - 2024
Enhancing Autonomous Task Execution in Social Robots with Large Language Models Capítulo en Memoria

2024

Rojas L, Manrique R. (2024) Enhancing Autonomous Task Execution in Social Robots with Large Language Models. 2024 10th International Conference on Automation, Robotics and Applications (ICARA) (ISBN 2767-7745) Grecia. - 2024
Fine-Tuning Face Anti-Spoofing Models: Exploring the Transformative Impact of Image-Level Biometric Privacy-Enhancing Techniques Tesis

2024

.(2024). Fine-Tuning Face Anti-Spoofing Models: Exploring the Transformative Impact of Image-Level Biometric Privacy-Enhancing Techniques. Trabajo Dirigido por: Manrique R - 2024
Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction Capítulo en Memoria

2024

Manrique-Gómez L, Montes T, Rodriguez A, Manrique R. (2024) Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction. ACL 4th International Conference on Natural Language Processing for Digital Humanities The 4th International Conference on Natural Language Processing for Digital Humanities (ISBN 979-8-89176-181-0) Miami, Estados Unidos. - 2024
Historical Ink: Semantic Shift Detection for 19th Century Spanish Capítulo en Memoria

2024

Montes T, Manrique-Gómez L, Manrique R. (2024) Historical Ink: Semantic Shift Detection for 19th Century Spanish. Proceedings of the 5th Workshop on Computational Approaches to Historical Language Change, Association for Computational Linguistics. Proceedings of the 5th Workshop on Computational Approaches to Historical Language Change (ISBN 979-8-89176-138-4) Bangkok, Tailandia. - 2024
Large Language Models como planeadores multiagente en entornos sociales Tesis

2024

.(2024). Large Language Models como planeadores multiagente en entornos sociales. Trabajo Dirigido por: Manrique R - 2024
Modelo predictivo para inversión inmobiliaria, caso Colombia Tesis

2024

.(2024). Modelo predictivo para inversión inmobiliaria, caso Colombia. Trabajo Dirigido por: Manrique R - 2024
MultiMF: A Deep Multimodal Academic Resources Recommendation System Capítulo en Memoria

2024

Manrique R. (2024) MultiMF: A Deep Multimodal Academic Resources Recommendation System. 7th International Conference on Applied Informatics Applied Informatics. ICAI 2024. (ISBN 978-3-031-75143-1) Chile. - 2024
MusicGen Music generation model as a tool for artistic creation Tesis

2024

.(2024). MusicGen Music generation model as a tool for artistic creation. Trabajo Dirigido por: Manrique R - 2024
Preserving Heritage: Developing a Translation Tool for Indigenous Dialects Capítulo en Memoria

2024

Robles M, Prieto J, Martinez C, Manrique R. (2024) Preserving Heritage: Developing a Translation Tool for Indigenous Dialects. International Conference on Web Search and Data Mining Proceedings of the 17th ACM International Conference on Web Search and Data Mining (ISBN 9798400703713) Ciudad de México, México. - 2024
Studying academic success: A data analytics approach to predict performance of higher education students Tesis

2024

.(2024). Studying academic success: A data analytics approach to predict performance of higher education students. Trabajo Dirigido por: Manrique R - 2024
A Semantic Enhanced Course Recommender System via Knowledge Graphs for Limited User Information Scenarios Artículo

2023

Sanguino J, Manrique R, Marino O. (2023) A Semantic Enhanced Course Recommender System via Knowledge Graphs for Limited User Information Scenarios. SN Computer Science (ISSN 2662-995X) 5 (120), pp. 10-25. - 2023
Accent based model for speech spoofing countermeasures. Tesis

2023

.(2023). Accent based model for speech spoofing countermeasures.. Trabajo Dirigido por: Manrique R - 2023
Artificial intelligence techniques applied to cryptocurrency market prediction Tesis

2023

.(2023). Artificial intelligence techniques applied to cryptocurrency market prediction. Trabajo Dirigido por: Manrique R - 2023
Comparativo entre modelos de knowledge tracing aplicados a los ejercicios de la plataforma SENECODE Tesis

2023

.(2023). Comparativo entre modelos de knowledge tracing aplicados a los ejercicios de la plataforma SENECODE. Trabajo Dirigido por: Manrique R - 2023
Dimension reduction methods analysis in multilingual context in the educational field Tesis

2023

.(2023). Dimension reduction methods analysis in multilingual context in the educational field. Trabajo Dirigido por: Manrique R - 2023
Enhancing Face Anti-spoofing Systems Through Synthetic Image Generation Capítulo en Memoria

2023

Vega C, Manrique R. (2023) Enhancing Face Anti-spoofing Systems Through Synthetic Image Generation. Applied Informatics. ICAI 2023. Communications in Computer and Information Science Applied Informatics. ICAI 2023. (ISBN 978-3-031-46812-4) Ecuador. - 2023
Estrategias para la generación sintética de imágenes y su aplicación a escenarios de aumentación de datos en el desarrollo de sistemas Face Anti-Spoofing Tesis

2023

.(2023). Estrategias para la generación sintética de imágenes y su aplicación a escenarios de aumentación de datos en el desarrollo de sistemas Face Anti-Spoofing. Trabajo Dirigido por: Manrique R - 2023
Graph neural networks vs. Traditional methods for recommending MOOC courses: a comparative analysis Tesis

2023

.(2023). Graph neural networks vs. Traditional methods for recommending MOOC courses: a comparative analysis. Trabajo Dirigido por: Manrique R - 2023
HABLA: A Dataset of Latin American Spanish Accents for Voice Anti-spoofing Capítulo en Memoria

2023

Tamayo P, Manrique R, Nunes B. (2023) HABLA: A Dataset of Latin American Spanish Accents for Voice Anti-spoofing. INTERSPEECH 2023 Proc. INTERSPEECH 2023 (ISBN 2958-1796) Colombia. - 2023
Implementation of active data Selection algorithms for data choosing in ASV systems Tesis

2023

.(2023). Implementation of active data Selection algorithms for data choosing in ASV systems. Trabajo Dirigido por: Manrique R - 2023
Improving autonomy and natural interaction with a Pepper robot through the evaluation of different large language models Tesis

2023

.(2023). Improving autonomy and natural interaction with a Pepper robot through the evaluation of different large language models. Trabajo Dirigido por: Manrique R - 2023
Leave No One Behind-A Massive Online Learning Platform Free for Everyone Capítulo en Memoria

2023

Alejandra, Lozano , Sanguino J, Manrique R. (2023) Leave No One Behind-A Massive Online Learning Platform Free for Everyone. Artificial Intelligence in Education Communications in Computer and Information Science (ISBN 978-3-031-36335-1) Japón. - 2023
Leveraging Natural Language Processing (NLP) and Large Language Models (LLM) to translate biomedical texts into plain language to improve health outcomes and reduce health disparities Tesis

2023

.(2023). Leveraging Natural Language Processing (NLP) and Large Language Models (LLM) to translate biomedical texts into plain language to improve health outcomes and reduce health disparities. Trabajo Dirigido por: Manrique R - 2023
Predicting student engagement using sequential ensemble model Artículo

2023

Tian X, Pereira B, Liu Y, Manrique R. (2023) Predicting student engagement using sequential ensemble model. IEEE Transactions on Learning Technologies (ISSN 1939-1382) 17 (-), pp. 939-950. - 2023
Recuperación Aumentada Generativa (RAG) para la creación de chatbot de dominio específico Tesis

2023

.(2023). Recuperación Aumentada Generativa (RAG) para la creación de chatbot de dominio específico. Trabajo Dirigido por: Manrique R - 2023
A COURSE HYBRID RECOMMENDER SYSTEM FOR LIMITED INFORMATION SCENARIO Artículo

2022

Sanguino J, Manrique R, Marino O, Linares-Vásquez M, N. Cardozo. (2022) A COURSE HYBRID RECOMMENDER SYSTEM FOR LIMITED INFORMATION SCENARIO. Journal of Educational Data Mining (ISSN 2157-2100) 14 (3), pp. 162-188. - 2022
A course recommendation system for limited information scenarios Tesis

2022

.(2022). A course recommendation system for limited information scenarios. Trabajo Dirigido por: Manrique R - 2022
Analítica del aprendizaje sobre plataforma Senecode Tesis

2022

.(2022). Analítica del aprendizaje sobre plataforma Senecode. Trabajo Dirigido por: Manrique R - 2022
Log mining for course recommendation in limited information scenarios Capítulo en Memoria

2022

Sanguino J, Manrique R, Marino O, Linares-Vásquez M, N. Cardozo. (2022) Log mining for course recommendation in limited information scenarios. International Conference on Educational Data Mining Conference on Educational Data Mining (ISBN 978-1-7336736-3-1) Inglaterra. - 2022
Machine translation strategies for low-resource colombian indigenous languages Tesis

2022

.(2022). Machine translation strategies for low-resource colombian indigenous languages. Trabajo Dirigido por: Manrique R - 2022
Voice anti-spoofing data-set built from Latin American Spanish accents implementing voice conversion and text-to-speech techniques Tesis

2022

.(2022). Voice anti-spoofing data-set built from Latin American Spanish accents implementing voice conversion and text-to-speech techniques. Trabajo Dirigido por: Manrique R - 2022
RIP Emojis and Words to Contextualize Mourning on Twitter Capítulo en Memoria

2021

Xu X, Manrique R, Nunes B. (2021) RIP Emojis and Words to Contextualize Mourning on Twitter. 32nd ACM Conference on Hypertext and Social Media Proceedings of the 32nd ACM Conference on Hypertext and Social Media (ISBN 9781450385510) Irlanda. - 2021
A Little Knowledge is a Dangerous Thing: A method to automatically detect knowledge compartmentalization and oversimplification Capítulo en Memoria

2020

Kelle C, Nunes B, Siquiera S, Manrique R. (2020) A Little Knowledge is a Dangerous Thing: A method to automatically detect knowledge compartmentalization and oversimplification. IEEE 20th International Conference on Advanced Learning Technologies 2020 IEEE 20th International Conference on Advanced Learning Technologies (ICALT) (ISBN 2161-377X) Tartu, Estonia. - 2020
An Analysis of Student Representation, Representative Features and Classification Algorithms to Predict Degree Dropout Capítulo en Memoria

2019

Marino O, Manrique R, Nunez B.. (2019) An Analysis of Student Representation, Representative Features and Classification Algorithms to Predict Degree Dropout. 9th International Conference on Learning Analytics & Knowledge (LAK19) Proceedings of the 9th International Conference on Learning Analytics & Knowledge (ISBN 978-1-4503-6256-6) Estados Unidos. - 2019
Prerequisite Identification via Knowledge Graphs Tesis

2019

.(2019). Prerequisite Identification via Knowledge Graphs. Trabajo Dirigido por: Manrique R, Marino O, Jaramillo C - 2019
Towards Automatic Learning Resources Organization via Knowledge Graphs Tesis

2019

.(2019). Towards Automatic Learning Resources Organization via Knowledge Graphs. Trabajo Dirigido por: Manrique R, Marino O, Junca M, Ould A - 2019
Towards the identification of concept prerequisites via Knowledge Graphs Artículo

2019

Manrique R, Marino O, N. Cardozo. (2019) Towards the identification of concept prerequisites via Knowledge Graphs. 2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT) (ISSN 2161-3761) 1 (N/A), pp. 232-236. - 2019
Comparing graph similarity measures for semantic representations of documents Artículo

2018

Marino O, Manrique R. (2018) Comparing graph similarity measures for semantic representations of documents. Communications in Computer and Information Science (ISSN 1865-0929) 885 (-), pp. 162-176. - 2018
Investigating learning resources precedence relations via concept prerequisite learning Capítulo en Memoria

2018

Manrique R, Sosa J, Marino O, Nunes B, N. Cardozo. (2018) Investigating learning resources precedence relations via concept prerequisite learning . Web Intelligence 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI) (ISBN 978-1-5386-7325-6) Santiago, Chile. - 2018
Knowledge graph-based core concept identification in learning resources Artículo

2018

Manrique R, Marino O. (2018) Knowledge graph-based core concept identification in learning resources. Lecture Notes in Computer Science (ISSN 0302-9743) 11341 LNCS (-), pp. 36-51. - 2018
Knowledge graph-based teacher support for learning material authoring Artículo

2018

Grévisse C, Manrique R, Marino O, Rothkugel S. (2018) Knowledge graph-based teacher support for learning material authoring. Communications in Computer and Information Science (ISSN 1865-0929) 885 (-), pp. 177-191. - 2018
How does the size of a document affect Linked Open Data user modeling Strategies. Capítulo en Memoria

2017

Manrique R, Marino O. (2017) How does the size of a document affect Linked Open Data user modeling Strategies.. 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2017) Proceedings of the International Conference on Web Intelligence (ISBN 978-1-4503-4951-2) Alemania. - 2017
Dataset para la recomendación de documentos académicos OTHERTRANSFERPRODUCTION

2017

Manrique R, Marino O. Dataset para la recomendación de documentos académicos. (2017) - 2017
Diversified semantic query reformulation Artículo

2017

Manrique R, Marino O. (2017) Diversified semantic query reformulation. Lecture Notes in Computer Science (ISSN 0302-9743) 786 (-), pp. 23-37. - 2017
Doctoral Consortium: Automatic Learning Content Sequence via Linked Open Data OTHERPUBLICATION

2017

Manrique R. (2017) Doctoral Consortium: Automatic Learning Content Sequence via Linked Open Data. Austria. - 2017
Exploring the use of linked open data for user research interest modeling Artículo

2017

Manrique R, Herazo O, Marino O. (2017) Exploring the use of linked open data for user research interest modeling. Communications in Computer and Information Science (ISSN 1865-0929) 735 (-), pp. 3-16. - 2017
Towards Automatic Learning Content Sequence via Linked Open Data Capítulo en Memoria

2017

Manrique R. (2017) Towards Automatic Learning Content Sequence via Linked Open Data. 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI) Proceedings of the International Conference on Web Intelligence (ISBN 978-1-4503-4951-2) Leipzig, Alemania. - 2017
Personalización en escenarios E-learning y el rol de los sistemas de recomendación Artículo

2016

Manrique R, Marino O. (2016) Personalización en escenarios E-learning y el rol de los sistemas de recomendación. innova-TE 330: investigando la innovación con TIC en educación (ISSN 2500-7521) 1 (-), pp. 140-145. - 2016

2019-10

MATEMÁTICA ESTRUCTURAL Y LÓGIC

2021-10

PROCESAMIENTO LENGUAJE NATURAL

MATEMÁTICA ESTRUCTURAL Y LÓGIC

2021-20

DISEÑO Y ANÁLISIS DE ALGORI.

MATEMÁTICA ESTRUCTURAL Y LÓGIC

2022-10

PROYECTO DE GRADO

DISEÑO Y ANÁLISIS DE ALGORI.

SEMANTIC WEB

2022-19

PROCESAMIENTO LENGUAJE NATURAL

2022-20

MACHINE LEARNING TECHNIQUES

DISEÑO Y ANÁLISIS DE ALGORI.

DISEÑO Y PROGRAMACIÓN O.O.

PROYECTO DE GRADO

2023-10

DISEÑO Y PROGRAMACIÓN O.O.

PROYECTO DE GRADO

DISEÑO Y ANÁLISIS DE ALGORI.

SEMANTIC WEB

2023-14

INTR. INTELIG. ARTIF. CONTEMP.

2023-18

MASTERING MACH LEARN GENER MOD

2023-20

PROCESAMIENTO LENGUAJE NATURAL

DISEÑO Y PROGRAMACIÓN O.O.

PROYECTO DE GRADO

DISEÑO Y ANÁLISIS DE ALGORI.

2024-10

MACHINE LEARNING TECHNIQUES

PROYECTO DE GRADO

SEMANTIC WEB

DISEÑO Y PROGRAMACIÓN O.O.

DISEÑO Y ANÁLISIS DE ALGORI.

2024-11

INTR. INTELIG. ARTIF. CONTEMP.

2024-14

FUND. DE PROCESAMIENTO DE LN

INTR. INTELIG. ARTIF. CONTEMP.

2024-15

MODELOS AVANZADOS PROCES. LN

2024-20

DISEÑO Y ANÁLISIS DE ALGORI.

PROYECTO DE GRADO

DISEÑO Y PROGRAMACIÓN O.O.

PROCESAMIENTO LENGUAJE NATURAL

2025-10

DISEÑO Y PROGRAMACIÓN O.O.

PROYECTO DE GRADO

DISEÑO Y ANÁLISIS DE ALGORI.

MACHINE LEARNING TECHNIQUES

2025-11

FUND. DE PROCESAMIENTO DE LN

INTR. INTELIG. ARTIF. CONTEMP.

2025-12

MODELOS AVANZADOS PROCES. LN