Roberto Muñoz

45 papers C 6Journal 32Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimizing diverse team formation with swarm intelligence algorithms for enhancing organizational performance. Expert Syst. Appl. Rodrigo Olivares, Sebastián M. Guzmán, Jaime Godoy, René Noël, Diego Miranda, Roberto Muñoz
2025	J	`jnl`	Analyzing Intervention Strategies Employed in Response to Automated Academic-Risk Identification: A Systematic Review. Rev. Iberoam. de Tecnol. del Aprendiz. Augusto Schmidt, Cristian Cechinel, Emanuel Marques Queiroga, Tiago T. Primo, Vinicius F. C. Ramos, Andréa Sabedra Bordin, Rafael Ferreira Mello, Roberto Muñoz
2025	C	`conf`	Automatic classification of interventions in agile meetings using multimodal NLP and interactive visualization. CLEI Adrian Fernández Canino, Italo Gabriel López, Diego Miranda, Dayana Palma, Carlos Escobedo, René Noël, Cristian Cechinel, Roberto Muñoz
2025	J	`jnl`	Learning Analytics for Virtual Industrial Labs: Performance Segmentation and Error Pattern Discovery via Sequential Mining. IEEE Access Felipe Vieira Roque, Luciano Caminha Junior, Cristian Cechinel, Matheus Marcon, Alex Kuhnen, Roberto Muñoz, Mateus Grellert
2025	J	`jnl`	MultiCoCoA: Multimodal data collector from collocated collaborative activities. SoftwareX Diego Miranda, Jaime Godoy, René Noël, Cristian Cechinel, Roberto Muñoz
2025	C	`conf`	Observational Variability in Neural Networks for the Classification of Oral Epithelial Dysplasia. CLEI Aaron Ponce-Sandoval, Rodrigo Olivares, Wilfredo Alejandro González-Arriagada, Roberto Muñoz
2025	C	`conf`	The Influence of Gender and Nonverbal Communication on Collaboration in Agile Teams. CLEI Dayana Palma Ramírez, Sebastián Cabrera, Diego Miranda, Cristian Cechinel, René Noël, Adrian Fernández Canino, Carlos Escobedo, Roberto Muñoz
2024	J	`jnl`	Beyond words and actions: Exploring Multimodal Analytics and Collaboration in the Digital Age. CoRR Diego Miranda, René Noël, Jaime Godoy, Carlos Escobedo, Cristian Cechinel, Roberto Muñoz
2024	C	`conf`	Data Interoperability in Learning Analytics - Review of Literature. CLEI Juary Costa Rocha, Vinicius F. C. Ramos, Cristian Cechinel, Emilcy Juliana Hernández-Leal, Roberto Muñoz, Tiago Thompsen Primo
2024	J	`jnl`	Data-Driven Strategies for Achieving School Equity: Insights From Brazil and Policy Recommendations. IEEE Access 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
2024	—	`conf`	Enhancing Agile Project Management Education with AI: ChatGPT-4's Role in Evaluating Student Contributions. SCCC Diego Miranda, Dayana Palma, Adrian Fernández Canino, René Noël, Cristian Cechinel, Roberto Muñoz
2024	J	`jnl`	Evidence-based learning analytics: Reusing and reapplying successful methods and techniques in real learning settings. Br. J. Educ. Technol. Cristian Cechinel, Jorge Maldonado-Mahauad, Roberto Muñoz, Xavier Ochoa
2024	—	`conf`	Implementing a Learning Record Warehouse for Different Interoperability Specifications in Moodle LMS. SIIE Juary Costa Rocha, Emilcy Juliana Hernández-Leal, Vinicius F. C. Ramos, Roberto Muñoz, Cristian Cechinel, Tiago Thompsen Primo, Emanuel Marques Queiroga
2024	—	`conf`	LANSE: A Cloud-Powered Learning Analytics Platform for the Automated Identification of Students at Risk in Learning Management Systems. AIED Companion (1) 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
2024	—	`conf`	Visualizing Mimicry in Agile Teams: A Multimodal Approach. SCCC Adrian Fernández Canino, Fernando Vargas, Diego Miranda, Dayana Palma, René Noël, Cristian Cechinel, Roberto Muñoz
2023	C	`conf`	Studying Alumni's Education and Work Experience Through Social Network Analysis: A LinkedIn Case Study. CLEI Fabián Riquelme, Roberto Muñoz, Marco Antonio Vivar, Jean Billiard
2022	J	`jnl`	Entropy-Based Diversification Approach for Bio-Computing Methods. Entropy Rodrigo Olivares, Ricardo Soto, Broderick Crawford, Fabián Riquelme, Roberto Muñoz, Víctor Ríos, Rodrigo Cabrera, Carlos Castro
2021	J	`jnl`	A Learning Analytics Framework to Analyze Corporal Postures in Students Presentations. Sensors Felipe Vieira, Cristian Cechinel, Vinicius Ramos, Fabián Riquelme, René Noël, Rodolfo Villarroel, Hector Cornide-Reyes, Roberto Muñoz
2021	—	`conf`	Can Analytics of Speaking Time Serve as Indicators of Effective Team Communication and Collaboration? CLIHC Omar Salinas, Fabián Riquelme, Roberto Muñoz, Cristian Cechinel, Roberto Martinez, Diego Monsalves
2021	J	`jnl`	Internet of Water Things: A Remote Raw Water Monitoring and Control System. IEEE Access Abílio C. Da Silva Júnior, Roberto Muñoz, María De Los Ángeles Quezada, Aloísio Vieira Lira Neto, Mohammad Mehedi Hassan, Victor Hugo C. de Albuquerque
2021	J	`jnl`	Key Skills to Work With Agile Frameworks in Software Engineering: Chilean Perspectives. IEEE Access Héctor Cornide-Reyes, Fabián Riquelme, René Noël, Rodolfo Villarroel, Cristian Cechinel, Patricio Letelier, Roberto Muñoz
2020	J	`jnl`	A Multimodal Real-Time Feedback Platform Based on Spoken Interactions for Remote Active Learning Support. Sensors Hector Cornide-Reyes, Fabián Riquelme, Diego Monsalves, René Noël, Cristian Cechinel, Rodolfo Villarroel, Francisco Ponce, Roberto Muñoz
2020	J	`jnl`	Automated classification of social network messages into Smart Cities dimensions. Future Gener. Comput. Syst. Luciana Bencke, Cristian Cechinel, Roberto Muñoz
2020	J	`jnl`	Automatic Classifying of Patients With Non-Traumatic Fractures Based on Ultrasonic Guided Wave Spectrum Image Using a Dynamic Support Vector Machine. IEEE Access Jean-Gabriel Minonzio, Bryan Cataldo, Rodrigo Olivares, Donatien Ramiandrisoa, Ricardo Soto, Broderick Crawford, Victor Hugo C. de Albuquerque, Roberto Muñoz
2020	J	`jnl`	Computer-aided autism diagnosis via second-order difference plot area applied to EEG empirical mode decomposition. Neural Comput. Appl. Enas W. Abdulhay, Maha Alafeef, Loai Alzghoul, Miral Al Momani, Rabah M. Al abdi, Arunkumar N., Roberto Muñoz, Victor Hugo C. de Albuquerque
2020	J	`jnl`	Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook. Inf. Fusion Marcus A. G. Santos, Roberto Muñoz, Rodrigo Olivares, Pedro Pedrosa Rebouças Filho, Javier Del Ser, Victor Hugo C. de Albuquerque
2020	J	`jnl`	Where are You? Exploring Micro-Location in Indoor Learning Environments. IEEE Access Fabián Riquelme, René Noël, Hector Cornide-Reyes, Gustavo Geldes, Cristian Cechinel, Diego Miranda, Rodolfo Villarroel, Roberto Muñoz
2019	J	`jnl`	Ant Colony Clustering for ROI Identification in Functional Magnetic Resonance Imaging. Comput. Intell. Neurosci. Alejandro Veloz, Alejandro J. Weinstein, Stefan Pszczólkowski, Luis Hernandez-Garcia, Rodrigo Olivares, Roberto Muñoz, Carla Taramasco
2019	J	`jnl`	Data Mining Framework to Analyze the Evolution of Computational Thinking Skills in Game Building Workshops. IEEE Access Alexandra A. de Souza, Thiago S. Barcelos, Roberto Muñoz, Rodolfo Villarroel, Leandro Augusto da Silva
2019	J	`jnl`	Developing a Software That Supports the Improvement of the Theory of Mind in Children With Autism Spectrum Disorder. IEEE Access Roberto Muñoz, Claudio Morales, Rodolfo Villarroel, Angeles Quezada, Victor Hugo C. de Albuquerque
2019	J	`jnl`	Handwritten pattern recognition for early Parkinson's disease diagnosis. Pattern Recognit. Lett. Lucas S. Bernardo, Angeles Quezada, Roberto Muñoz, Fernanda Martins Maia, Clayton R. Pereira, Wanqing Wu, Victor Hugo C. de Albuquerque
2019	J	`jnl`	Identifying Opinion Leaders on Social Networks Through Milestones Definition. IEEE Access Fabián Riquelme, Pablo Gonzalez Cantergiani, David Hans, Rodolfo Villarroel, Roberto Muñoz
2019	J	`jnl`	Internet of Things Based on Electronic and Mobile Health Systems for Blood Glucose Continuous Monitoring and Management. IEEE Access José Jorge Rodrigues Barata, Roberto Muñoz, Rafael D. De Carvalho Silva, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
2019	J	`jnl`	Internet of Things: A survey on machine learning-based intrusion detection approaches. Comput. Networks Kelton A. P. da Costa, João P. Papa, Celso O. Lisboa, Roberto Muñoz, Victor Hugo C. de Albuquerque
2019	J	`jnl`	Introducing Low-Cost Sensors into the Classroom Settings: Improving the Assessment in Agile Practices with Multimodal Learning Analytics. Sensors Hector Cornide-Reyes, René Noël, Fabián Riquelme, Matías Gajardo, Cristian Cechinel, Roberto Mac Lean, Carlos Becerra, Rodolfo Villarroel, Roberto Muñoz
2019	J	`jnl`	The patient bed assignment problem solved by autonomous bat algorithm. Appl. Soft Comput. Carla Taramasco, Rodrigo Olivares, Roberto Muñoz, Ricardo Soto, Matías Villar, Victor Hugo C. de Albuquerque
2019	J	`jnl`	Using Depth Cameras to Detect Patterns in Oral Presentations: A Case Study Comparing Two Generations of Computer Engineering Students. Sensors Felipe Roque, Cristian Cechinel, Tiago Oliveira Weber, Robson R. Lemos, Rodolfo Villarroel, Diego Miranda, Roberto Muñoz
2019	J	`jnl`	Using multimodal learning analytics to study collaboration on discussion groups - A social network approach. Univers. Access Inf. Soc. Fabián Riquelme, Roberto Muñoz, Roberto Mac Lean, Rodolfo Villarroel, Thiago S. Barcelos, Victor Hugo C. de Albuquerque
2018	—	`conf`	Assessing the Target' Size and Drag Distance in Mobile Applications for Users with Autism. WorldCIST (2) Angeles Quezada, Reyes Juárez-Ramírez, Samantha Jiménez, Alan Ramírez-Noriega, Sergio Inzunza, Roberto Muñoz
2018	J	`jnl`	Design, Implementation and Evaluation of a Learning Object that Supports the Mathematics Learning in Children with Autism Spectrum Disorders. CLEI Electron. J. Roberto Muñoz, Carlos Becerra, René Noël, Matías Camblor, Thiago S. Barcelos, Sandra Kreisel, Rodolfo Villarroel
2018	J	`jnl`	Developing Computational Thinking Skills in Adolescents With Autism Spectrum Disorder Through Digital Game Programming. IEEE Access Roberto Muñoz, Rodolfo Villarroel, Thiago S. Barcelos, Fabián Riquelme, Angeles Quezada, Patricia Bustos-Valenzuela
2018	—	`conf`	Developing a Dashboard to Support the Analysis of Multimodal Educational Data. SCCC Rodolfo Villarroel, Cristian Villalobos, Erick Merino, Thiago S. Barcelos, Roberto Muñoz
2018	J	`jnl`	Exploring Collaborative Writing of User Stories With Multimodal Learning Analytics: A Case Study on a Software Engineering Course. IEEE Access René Noël, Fabián Riquelme, Roberto Mac Lean, Erick Merino, Cristian Cechinel, Thiago S. Barcelos, Rodolfo Villarroel, Roberto Muñoz
2018	J	`jnl`	Relations between Touch Target Size and Drag Distance in Mobile Applications for Users with Autism Spectrum Disorders. J. Medical Syst. Angeles Quezada, Reyes Juárez-Ramírez, Samantha Jiménez, Juan José Tapia Armenta, Rodolfo Villarroel, Roberto Muñoz
2017	C	`conf`	Self-organizing maps to find computational thinking features in a game building workshop. CLEI Alexandra A. de Souza, Thiago S. Barcelos, Roberto Muñoz, Ismar Frango Silveira, Nizam Omar, Leandro Augusto da Silva