Roberto Muñoz

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 38

Top Topics

Learning Analytics

Amyotrophic Lateral Sclerosis

Autism Spectrum Disorder

Top Venues

Neural Comput. Appl.

Publications

Diego Miranda, René Noël, Jaime Godoy, Carlos Escobedo, Cristian Cechinel, Roberto Muñoz
Beyond words and actions: Exploring Multimodal Analytics and Collaboration in the Digital Age. CoRR (2024)
Cristian Cechinel, Emanuel Marques Queiroga, Tiago Thompsen Primo, Henrique Lemos dos Santos, Vinicius Faria Culmant Ramos, Roberto Muñoz, Rafael Ferreira Mello, Matheus Francisco Batista Machado
LANSE: A Cloud-Powered Learning Analytics Platform for the Automated Identification of Students at Risk in Learning Management Systems. AIED Companion (1) (2024)
Juary Costa Rocha, Emilcy Juliana Hernández-Leal, Vinicius F. C. Ramos, Roberto Muñoz, Cristian Cechinel, Tiago Thompsen Primo, Emanuel Marques Queiroga
Implementing a Learning Record Warehouse for Different Interoperability Specifications in Moodle LMS. SIIE (2024)
Emanuel Marques Queiroga, Elton Sarmanho Siqueira, Carlos dos Santos Portela, Thiago Damasceno Cordeiro, Ig Ibert Bittencourt, Seiji Isotani, Rafael Ferreira Mello, Roberto Muñoz, Cristian Cechinel
Data-Driven Strategies for Achieving School Equity: Insights From Brazil and Policy Recommendations. IEEE Access 12 (2024)
Alexandra A. de Souza, Danilo Candido de Almeida, Thiago S. Barcelos, Rodrigo Campos Bortoletto, Roberto Muñoz, Helio Waldman, Miguel Angelo Goes, Leandro Augusto da Silva
Simple hemogram to support the decision-making of COVID-19 diagnosis using clusters analysis with self-organizing maps neural network. Soft Comput. 27 (6) (2023)
Fabián Riquelme, Roberto Muñoz, Marco Antonio Vivar, Jean Billiard
Studying Alumni's Education and Work Experience Through Social Network Analysis: A LinkedIn Case Study. CLEI (2023)
Rodrigo Olivares, Ricardo Soto, Broderick Crawford, Fabián Riquelme, Roberto Muñoz, Víctor Ríos, Rodrigo Cabrera, Carlos Castro
Entropy-Based Diversification Approach for Bio-Computing Methods. Entropy 24 (9) (2022)
Omar Salinas, Fabián Riquelme, Roberto Muñoz, Cristian Cechinel, Roberto Martinez, Diego Monsalves
Can Analytics of Speaking Time Serve as Indicators of Effective Team Communication and Collaboration? CLIHC (2021)
Héctor Cornide-Reyes, Fabián Riquelme, René Noël, Rodolfo Villarroel, Cristian Cechinel, Patricio Letelier, Roberto Muñoz
Key Skills to Work With Agile Frameworks in Software Engineering: Chilean Perspectives. IEEE Access 9 (2021)
Abílio C. Da Silva Júnior, Roberto Muñoz, María De Los Ángeles Quezada, Aloísio Vieira Lira Neto, Mohammad Mehedi Hassan, Victor Hugo C. de Albuquerque
Internet of Water Things: A Remote Raw Water Monitoring and Control System. IEEE Access 9 (2021)
Felipe Vieira, Cristian Cechinel, Vinicius Ramos, Fabián Riquelme, René Noël, Rodolfo Villarroel, Hector Cornide-Reyes, Roberto Muñoz
A Learning Analytics Framework to Analyze Corporal Postures in Students Presentations. Sensors 21 (4) (2021)
Marcus A. G. Santos, Roberto Muñoz, Rodrigo Olivares, Pedro Pedrosa Rebouças Filho, Javier Del Ser, Victor Hugo C. de Albuquerque
Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook. Inf. Fusion 53 (2020)
Enas W. Abdulhay, Maha Alafeef, Loai Alzghoul, Miral Al Momani, Rabah M. Al abdi, Arunkumar N., Roberto Muñoz, Victor Hugo C. de Albuquerque
Computer-aided autism diagnosis via second-order difference plot area applied to EEG empirical mode decomposition. Neural Comput. Appl. 32 (15) (2020)
Hector Cornide-Reyes, Fabián Riquelme, Diego Monsalves, René Noël, Cristian Cechinel, Rodolfo Villarroel, Francisco Ponce, Roberto Muñoz
A Multimodal Real-Time Feedback Platform Based on Spoken Interactions for Remote Active Learning Support. Sensors 20 (21) (2020)
Jean-Gabriel Minonzio, Bryan Cataldo, Rodrigo Olivares, Donatien Ramiandrisoa, Ricardo Soto, Broderick Crawford, Victor Hugo C. de Albuquerque, Roberto Muñoz
Automatic Classifying of Patients With Non-Traumatic Fractures Based on Ultrasonic Guided Wave Spectrum Image Using a Dynamic Support Vector Machine. IEEE Access 8 (2020)
Roberto Muñoz, Rodrigo Olivares, Carla Taramasco, Rodolfo Villarroel, Ricardo Soto, María Francisca Alonso-Sánchez, Erick Merino, Victor Hugo C. de Albuquerque
A new EEG software that supports emotion recognition by using an autonomous approach. Neural Comput. Appl. 32 (15) (2020)
Luciana Bencke, Cristian Cechinel, Roberto Muñoz
Automated classification of social network messages into Smart Cities dimensions. Future Gener. Comput. Syst. 109 (2020)
Wilson G. de Oliveira Júnior, Juliana M. de Oliveira, Roberto Muñoz, Victor Hugo C. de Albuquerque
A proposal for Internet of Smart Home Things based on BCI system to aid patients with amyotrophic lateral sclerosis. Neural Comput. Appl. 32 (15) (2020)
Juliana M. de Oliveira, Roberto Muñoz, Sidarta Ribeiro, Wanqing Wu, Victor Hugo C. de Albuquerque
REHAB FUN: an assistive technology in neurological motor disorders rehabilitation of children with cerebral palsy. Neural Comput. Appl. 32 (15) (2020)
Fabián Riquelme, René Noël, Hector Cornide-Reyes, Gustavo Geldes, Cristian Cechinel, Diego Miranda, Rodolfo Villarroel, Roberto Muñoz
Where are You? Exploring Micro-Location in Indoor Learning Environments. IEEE Access 8 (2020)
Carla Taramasco, Rodrigo Olivares, Roberto Muñoz, Ricardo Soto, Matías Villar, Victor Hugo C. de Albuquerque
The patient bed assignment problem solved by autonomous bat algorithm. Appl. Soft Comput. 81 (2019)
Fabián Riquelme, Roberto Muñoz, Roberto Mac Lean, Rodolfo Villarroel, Thiago S. Barcelos, Victor Hugo C. de Albuquerque
Using multimodal learning analytics to study collaboration on discussion groups - A social network approach. Univers. Access Inf. Soc. 18 (3) (2019)
José Jorge Rodrigues Barata, Roberto Muñoz, Rafael D. De Carvalho Silva, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
Internet of Things Based on Electronic and Mobile Health Systems for Blood Glucose Continuous Monitoring and Management. IEEE Access 7 (2019)
Fabián Riquelme, Pablo Gonzalez Cantergiani, David Hans, Rodolfo Villarroel, Roberto Muñoz
Identifying Opinion Leaders on Social Networks Through Milestones Definition. IEEE Access 7 (2019)
Lucas S. Bernardo, Angeles Quezada, Roberto Muñoz, Fernanda Martins Maia, Clayton R. Pereira, Wanqing Wu, Victor Hugo C. de Albuquerque
Handwritten pattern recognition for early Parkinson's disease diagnosis. Pattern Recognit. Lett. 125 (2019)
Hector Cornide-Reyes, René Noël, Fabián Riquelme, Matías Gajardo, Cristian Cechinel, Roberto Mac Lean, Carlos Becerra, Rodolfo Villarroel, Roberto Muñoz
Introducing Low-Cost Sensors into the Classroom Settings: Improving the Assessment in Agile Practices with Multimodal Learning Analytics. Sensors 19 (15) (2019)
Alexandra A. de Souza, Thiago S. Barcelos, Roberto Muñoz, Rodolfo Villarroel, Leandro Augusto da Silva
Data Mining Framework to Analyze the Evolution of Computational Thinking Skills in Game Building Workshops. IEEE Access 7 (2019)
Alejandro Veloz, Alejandro J. Weinstein, Stefan Pszczólkowski, Luis Hernandez-Garcia, Rodrigo Olivares, Roberto Muñoz, Carla Taramasco
Ant Colony Clustering for ROI Identification in Functional Magnetic Resonance Imaging. Comput. Intell. Neurosci. 2019 (2019)
Felipe Roque, Cristian Cechinel, Tiago Oliveira Weber, Robson R. Lemos, Rodolfo Villarroel, Diego Miranda, Roberto Muñoz
Using Depth Cameras to Detect Patterns in Oral Presentations: A Case Study Comparing Two Generations of Computer Engineering Students. Sensors 19 (16) (2019)
Kelton A. P. da Costa, João P. Papa, Celso O. Lisboa, Roberto Muñoz, Victor Hugo C. de Albuquerque
Internet of Things: A survey on machine learning-based intrusion detection approaches. Comput. Networks 151 (2019)
Roberto Muñoz, Claudio Morales, Rodolfo Villarroel, Angeles Quezada, Victor Hugo C. de Albuquerque
Developing a Software That Supports the Improvement of the Theory of Mind in Children With Autism Spectrum Disorder. IEEE Access 7 (2019)
Roberto Muñoz, Rodolfo Villarroel, Thiago S. Barcelos, Fabián Riquelme, Angeles Quezada, Patricia Bustos-Valenzuela
Developing Computational Thinking Skills in Adolescents With Autism Spectrum Disorder Through Digital Game Programming. IEEE Access 6 (2018)
Rodolfo Villarroel, Cristian Villalobos, Erick Merino, Thiago S. Barcelos, Roberto Muñoz
Developing a Dashboard to Support the Analysis of Multimodal Educational Data. SCCC (2018)
Roberto Muñoz, Carlos Becerra, René Noël, Matías Camblor, Thiago S. Barcelos, Sandra Kreisel, Rodolfo Villarroel
Design, Implementation and Evaluation of a Learning Object that Supports the Mathematics Learning in Children with Autism Spectrum Disorders. CLEI Electron. J. 21 (1) (2018)
Angeles Quezada, Reyes Juárez-Ramírez, Samantha Jiménez, Juan José Tapia Armenta, Rodolfo Villarroel, Roberto Muñoz
Relations between Touch Target Size and Drag Distance in Mobile Applications for Users with Autism Spectrum Disorders. J. Medical Syst. 42 (10) (2018)
René Noël, Fabián Riquelme, Roberto Mac Lean, Erick Merino, Cristian Cechinel, Thiago S. Barcelos, Rodolfo Villarroel, Roberto Muñoz
Exploring Collaborative Writing of User Stories With Multimodal Learning Analytics: A Case Study on a Software Engineering Course. IEEE Access 6 (2018)
Angeles Quezada, Reyes Juárez-Ramírez, Samantha Jiménez, Alan Ramírez-Noriega, Sergio Inzunza, Roberto Muñoz
Assessing the Target' Size and Drag Distance in Mobile Applications for Users with Autism. WorldCIST (2) (2018)
Alexandra A. de Souza, Thiago S. Barcelos, Roberto Muñoz, Ismar Frango Silveira, Nizam Omar, L. A. Silva
Self-organizing maps to find computational thinking features in a game building workshop. CLEI (2017)