Roberto Muñoz Soto

Líneas de investigación

• Analítica Multimodal del Aprendizaje
• Analítica del Aprendizaje
• Informática en Educación
• Trastornos del Espectro Autista
• Informática para la Salud

Tus publicaciones

• SUPPORTING CLINICAL COVID-19 DIAGNOSIS WITH ROUTINE BLOOD TESTS USING TREE-BASED ENTROPY STRUCTURED SELF-ORGANIZING MAPS Autores: Vagner Sargiani;Alexandra A. De Souza;Danilo Candido De Almeida;Thiago S. Barcelos;Roberto Munoz;Leandro Augusto Da Silva; Año: 2022 Link: https://doi.org/10.3390/app12105137
• A LEARNING ANALYTICS FRAMEWORK TO ANALYZE CORPORAL POSTURES IN STUDENTS PRESENTATIONS Autores: Vieira; Felipe; Cechinel; Cristian; Ramos; Vinicius; Riquelme; Fabian; Noel; Rene; Villarroel; Rodolfo; Cornide-Reyes; Hector; Munoz; Roberto Año: 2021 Link: https://doi.org/10.3390/S21041525
• INTERNET OF WATER THINGS: A REMOTE RAW WATER MONITORING AND CONTROL SYSTEM Autores: Junior; Abilio C. Da Silva; Munoz; Roberto; Quezada; Maria De Los Angeles; Neto; Aloisio V. Lira; Hassan; Mohammad Mehedi; De Albuquerque; Victor Hugo C. Año: 2021 Link: https://doi.org/10.1109/ACCESS.2021.3062094
• KEY SKILLS TO WORK WITH AGILE FRAMEWORKS IN SOFTWARE ENGINEERING: CHILEAN PERSPECTIVES Autores: Cornide-Reyes; Hector; Riquelme; Fabian; Noel; Rene; Villarroel; Rodolfo; Cechinel; Cristian; Letelier; Patricio; Munoz; Roberto Año: 2021 Link: https://doi.org/10.1109/ACCESS.2021.3087717
• A MULTIMODAL REAL-TIME FEEDBACK PLATFORM BASED ON SPOKEN INTERACTIONS FOR REMOTE ACTIVE LEARNING SUPPORT Autores: Cornide-Reyes; Hector; Riquelme; Fabian; Monsalves; Diego; Noel; Rene; Cechinel; Cristian; Villarroel; Rodolfo; Ponce; Francisco; Munoz; Roberto Año: 2020 Link: https://doi.org/10.3390/S20216337
• A LEARNING ANALYTICS APPROACH TO IDENTIFY STUDENTS AT RISK OF DROPOUT: A CASE STUDY WITH A TECHNICAL DISTANCE EDUCATION COURSE Autores: Queiroga; Emanuel Marques; Lopes; Joo Ladislau; Kappel; Kristofer; Aguiar; Marilton; Araújo; Ricardo Matsumura; Munoz; Roberto; Villarroel; Rodolfo; Cechinel; Cristian Año: 2020 Link: https://doi.org/10.3390/app10113998
• AN OPTIMIZED BRAIN-BASED ALGORITHM FOR CLASSIFYING PARKINSONS DISEASE Autores: Rodrigo Olivares;Roberto Munoz;Ricardo Soto;Broderick Crawford;Diego Cárdenas;Aarón Ponce;Carla Taramasco; Año: 2020 Link: https://doi.org/10.3390/app10051827
• ONLINE HEART MONITORING SYSTEMS ON THE INTERNET OF HEALTH THINGS ENVIRONMENTS: A SURVEY A REFERENCE MODEL AND AN OUTLOOK Autores: Santos M.A.G.; Munoz R.; Olivares R.; Filho P.P.R.; Ser J.D.; de Albuquerque V.H.C. Año: 2020 Link: https://doi.org/10.1016/j.inffus.2019.06.004
• AUTOMATIC CLASSIFYING OF PATIENTS WITH NON-TRAUMATIC FRACTURES BASED ON ULTRASONIC GUIDED WAVE SPECTRUM IMAGE USING A DYNAMIC SUPPORT VECTOR MACHINE Autores: Minonzio; Jean-Gabriel; Cataldo; Bryan; Olivares; Rodrigo; Ramiandrisoa; Donatien; Soto; Ricardo; Crawford; Broderick; De Albuquerque; Victor Hugo C.; Munoz; Roberto Año: 2020 Link: https://doi.org/10.1109/ACCESS.2020.3033480
• WHERE ARE YOU EXPLORING MICRO-LOCATION IN INDOOR LEARNING ENVIRONMENTS Autores: Fabian Riquelme;Rene Noel;Hector Cornide-Reyes;Gustavo Geldes;Cristian Cechinel;Diego Miranda;Rodolfo Villarroel;Roberto Munoz; Año: 2020 Link: https://doi.org/10.1109/ACCESS.2020.3008327
• POSTURAL EVALUATION BASED ON BODY MOVEMENT AND MAPPING SENSORS Autores: Xu; Yongzhao; Zeng; Zhifeng; Oliveria; Cassio; Munoz; Roberto; de Almeida; Robert; Quezada; Angeles; Han; Tao; de Albuquerque; Victor Hugo C. Año: 2022 Link: https://doi.org/10.1016/j.measurement.2021.110538
• SIMPLE HEMOGRAM TO SUPPORT THE DECISION-MAKING OF COVID-19 DIAGNOSIS USING CLUSTERS ANALYSIS WITH SELF-ORGANIZING MAPS NEURAL NETWORK Autores: de Souza; Alexandra A.; de Almeida; Danilo Candido; Barcelos; Thiago S.; Bortoletto; Rodrigo Campos; Munoz; Roberto; Waldman; Hello; Goes; Miguel Angelo; Silva; Leandro A. Año: 2021 Link: https://doi.org/10.1007/s00500-021-05810-5
• AUTOMATED CLASSIFICATION OF SOCIAL NETWORK MESSAGES INTO SMART CITIES DIMENSIONS Autores: Bencke L.; Cechinel C.; Munoz R. Año: 2020 Link: https://doi.org/10.1016/j.future.2020.03.057
• WHERE ARE YOU? EXPLORING MICRO-LOCATION IN INDOOR LEARNING ENVIRONMENTS Autores: Riquelme; Fabian; Noel; Rene; Cornide-Reyes; Hector; Geldes; Gustavo; Cechinel; Cristian; Miranda; Diego; Villarroel; Rodolfo; Munoz; Roberto Año: 2020 Link: https://doi.org/10.1109/ACCESS.2020.3008327
• ENTROPYBASED DIVERSIFICATION APPROACH FOR BIOCOMPUTING METHODS Autores: Rodrigo Olivares;Ricardo Soto;Broderick Crawford;Fabián Riquelme;Roberto Munoz;Víctor Ríos;Rodrigo Cabrera;Carlos Castro; Año: 2022 Link: https://doi.org/10.3390/e24091293
• IMPROVEMENT OF PATIENT CLASSIFICATION USING FEATURE SELECTION APPLIED TO BIDIRECTIONAL AXIAL TRANSMISSION Autores: Diego Miranda;Rodrigo Olivares;Roberto Munoz;Jean-Gabriel Minonzio; Año: 2022 Link: https://doi.org/10.1109/TUFFC.2022.3195477
• VISUALIZING COLLABORATION IN TEAMWORK: A MULTIMODAL LEARNING ANALYTICS PLATFORM FOR NON-VERBAL COMMUNICATION Autores: René Nol;Diego Miranda;Cristian Cechinel;Fabián Riquelme;Tiago Thompsen Primo;Roberto Munoz; Año: 2022 Link: https://doi.org/10.3390/app12157499