Ricardo Torres
About
Ricardo da S. Torres is a Professor in Visual Computing at the Norwegian University of Science and Technology (NTNU). He used to hold a position as a Professor at the University of Campinas, Brazil (2005 - 2019). Dr. Torres received a B.Sc. in Computer Engineering from the University of Campinas, Brazil, in 2000 and his Ph.D. degree in Computer Science at the same university in 2004. Dr. Torres has been serving as the coordinator of the Master Program in Simulation and Visualisation at NTNU since 08/2020. Dr. Torres has been developing multidisciplinary eScience research projects involving Multimedia Analysis, Multimedia Retrieval, Machine Learning, Databases, Information Visualisation, and Digital Libraries. Dr. Torres is the author/co-author of more than 200 articles in refereed journals and conferences and serves as a PC member for several international and national conferences. Currently, he has been serving as Associate Editor of Pattern Recognition and Pattern Recognition Letters. He is a member of the IEEE.
Publications
2023
-
Stival, Leandro;
Pinto, Allan;
Andrade, Felipe dos Santos Pinto de;
Santiago, Paulo Roberto Pereira;
Biermann, Henrik;
Da Silva Torres, Ricardo.
(2023)
Using machine learning pipeline to predict entry into the attack zone in football.
PLOS ONE
Academic article
-
Frade, Maria Cecília Moraes;
Beltrame, Thomas;
de Oliveira Gois, Mariana;
Pinto, Allan;
de Moura Tonello, Silvia Cristina Garcia;
Da Silva Torres, Ricardo.
(2023)
Toward characterizing cardiovascular fitness using machine learning based on unobtrusive data.
PLOS ONE
Academic article
-
Gomes, Luiz;
Da Silva Torres, Ricardo;
Côrtes, Mario Lúcio.
(2023)
BERT- and TF-IDF-based feature extraction for long-lived bug prediction in FLOSS: A comparative study.
Information and Software Technology
Academic article
-
Gonçalves, Filipe Marcel Fernandes;
Pedronette, Daniel Carlos Guimarães;
Da Silva Torres, Ricardo.
(2023)
Regression by Re-Ranking.
Pattern Recognition
Academic article
-
Caetano, Fabio Giuliano;
Santiago, Paulo Roberto Pereira;
Da Silva Torres, Ricardo;
Cunha, Sergio Augusto;
Moura, Felipe Arruda.
(2023)
Interpersonal coordination of opposing player dyads during attacks performed in official football matches.
Sports Biomechanics
Academic article
2022
-
Holanda, Maristela;
Torres, Ricardo.
(2022)
Editorial.
Journal of Information and Data Management
Editorial
-
Guevara, Judy;
Da Silva Torres, Ricardo;
Bittencourt, Luiz F.;
Fonseca, Nelson.
(2022)
QoS-aware Task Scheduling based on Reinforcement Learning for the Cloud-Fog Continuum.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Hassan, Muhammad Umair;
Angelaki, Stavroula;
Alfaro, Claudia Viviana Lopez;
Major, Pierre;
Styve, Arne;
Alaliyat, Saleh Abdel-Afou.
(2022)
Digital Twins for Lighting Analysis: Literature Review, Challenges, and Research Opportunities.
ECMS European Council for Modelling and Simulation
Academic chapter/article/Conference paper
-
Major, Pierre;
Torres, Ricardo;
Amundsen, Andreas;
Mikalsen, Egil Tennfjord;
Stadsnes, Pernille.
(2022)
On the Use of Graphical Digital Twins for Urban Planning of Mobility Projects: a Case Study from a new District in Ålesund, Norway.
ECMS European Council for Modelling and Simulation
Academic chapter/article/Conference paper
-
Leplat, Léo Francois Jean;
Torres, Ricardo;
Aspen, Dina Margrethe;
Amundsen, Andreas.
(2022)
VIZPLAN: A Visual Analytics Platform for the assessment of multidimensional indicators over time.
Academic chapter/article/Conference paper
-
Monteiro, Rafael Luiz Martins;
Bedo, Bruno Luiz Souza;
Monteiro, Pedro Henrique Martins;
de Andrade, Felipe dos Santos Pinto;
Moura, Felipe Arruda;
Cunha, Sergio Augusto.
(2022)
Penalty feet positioning rule modification and laterality effect on soccer goalkeepers’ diving kinematics.
Scientific Reports
Academic article
-
Palucci Vieira, Luiz H.;
Santiago, Paulo R P;
Pinto, Allan;
Aquino, Rodrigo;
Torres, Ricardo;
Barbieri, Fabio A..
(2022)
Automatic Markerless Motion Detector Method against Traditional Digitisation for 3-Dimensional Movement Kinematic Analysis of Ball Kicking in Soccer Field Context.
International Journal of Environmental Research and Public Health (IJERPH)
Academic article
-
Decker, Luis;
Pinto, Allan Silva;
Campana, Jose;
Neira, Manuel;
Santos, Andreza;
Conceição, Jhonatas.
(2022)
Scene Text Localization Using Lightweight Convolutional Networks.
Springer Nature
Academic chapter/article/Conference paper
-
Manchado-Gobatto, Fúlvia Barros;
Torres, Ricardo;
Marostegan, Anita Brum;
Rasteiro, Felipe Marroni;
Hartz, Charlini Simoni;
Moreno, Marlene Aparecida.
(2022)
Complex Network Model Reveals the Impact of Inspiratory Muscle Pre-Activation on Interactions among Physiological Responses and Muscle Oxygenation during Running and Passive Recovery.
Biology (Basel)
Academic article
-
Muñoz, Javier A. Vargas;
Dias, Zanoni;
Torres, Ricardo.
(2022)
A genetic programming approach for searching on nearest neighbors graphs.
Multimedia Tools and Applications
Academic article
-
Leal, Kleber;
Pinto, Allan;
Torres, Ricardo Da Silva;
Elferink-Gemser, Marije;
Cunha, Sergio.
(2022)
Characterization and analyses of dribbling actions in soccer: a novel definition and effectiveness of dribbles in the 2018 FIFA World Cup RussiaTM.
Human Movement
Academic article
-
Cordova, Manuel;
Pinto, Allan;
Hellevik, Christina Carrozzo;
Alaliyat, Saleh Abdel-Afou;
Hameed, Ibrahim A.;
Pedrini, Helio.
(2022)
Litter Detection with Deep Learning: A Comparative Study.
Sensors
Academic article
-
Leplat, Léo Francois Jean;
Torres, Ricardo;
Aspen, Dina Margrethe;
Amundsen, Andreas.
(2022)
GENOR: A Generic Platform for Indicator Assessment in City Planning.
ECMS European Council for Modelling and Simulation
Academic chapter/article/Conference paper
-
Souza, Eduardo;
Rossanez, Anderson;
Reis, Julio;
Torres, Ricardo.
(2022)
Visualização Interativa da Evolução de Grafos de Conhecimento.
Academic chapter/article/Conference paper
-
Dwivedi, Saumitra;
Torres, Ricardo;
Hameed, Ibrahim A.;
Karlsen, Anniken Th.
(2022)
An Investigation of Contemporary Data-Driven Methods Applied to Complex Systems.
IEEE Access
Academic article
2021
-
Pereira, Erico M.;
Torres, Ricardo Da Silva;
Santos, Jefersson.
(2021)
A genetic algorithm approach for image representation learning through color quantization.
Multimedia Tools and Applications
Academic article
-
Pinciroli Vago, Nicolo' Oreste;
Milani, Federico;
Fraternali, Piero;
Torres, Ricardo Da Silva.
(2021)
Comparing CAM Algorithms for the Identification of Salient Image Features in Iconography Artwork Analysis.
Journal of Imaging
Academic article
-
Caetano, Fabio Giuliano;
Barbon Junior, Sylvio;
Torres, Ricardo Da Silva;
Cunha, Sergio Augusto;
Ruffino, Paulo Régis Caron;
Martins, Luiz Eduardo Barreto.
(2021)
Football player dominant region determined by a novel model based on instantaneous kinematics variables.
Scientific Reports
Academic article
-
Pedronette, Daniel;
Valem, Lucas;
Torres, Ricardo Da Silva.
(2021)
A BFS-Tree of ranking references for unsupervised manifold learning.
Pattern Recognition
Academic article
-
Merlin, Murilo;
Pinto, Allan;
de Almeida, Alexandre Gomes;
Moura, Felipe A;
Torres, Ricardo Da Silva;
Cunha, Sergio Augusto.
(2021)
Classification and determinants of passing difficulty in soccer: a multivariate approach.
Science and medicine in football
Academic article
-
Luiz, Gomes;
Torres, Ricardo Da Silva;
Côrtes, Mario.
(2021)
On the prediction of long-lived bugs: An analysis and comparative study using FLOSS projects.
Information and Software Technology
Academic article
-
Barbon Junior, Sylvio;
Pinto, Allan;
Barroso, João Vitor;
Caetano, Fabio Giuliano;
Moura, Felipe Arruda;
Cunha, Sergio Augusto.
(2021)
Sport action mining: Dribbling recognition in soccer.
Multimedia Tools and Applications
Academic article
-
Segundo, Mauricio;
Pinto, Allan;
Minetto, Rodrigo;
Torres, Ricardo Da Silva;
Sarkar, Sudeep.
(2021)
Measuring Economic Activity From Space: A Case Study Using Flying Airplanes and COVID-19.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Academic article
-
Holanda, Maristela;
Torres, Ricardo Da Silva.
(2021)
Editorial.
Journal of Information and Data Management
Editorial
-
Dourado, Icaro;
Torres, Ricardo Da Silva.
(2021)
Learning Vocabularies to Embed Graphs in Multimodal Rank Aggregation Tasks.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Fadel, Samuel G.;
Mair, Sebastian;
Torres, Ricardo Da Silva;
Brefeld, Ulf.
(2021)
Principled Interpolation in Normalizing Flows.
Springer
Academic chapter/article/Conference paper
-
Esmael, Agnaldo;
Silva, Hugo;
Ji, Tuo;
Torres, Ricardo Da Silva.
(2021)
Non-technical Loss Detection in Power Grid Using Information Retrieval approaches: A Comparative Study.
IEEE Access
Academic article
-
Fadel, Samuel G.;
Mair, Sebastian;
Torres, Ricardo Da Silva;
Brefeld, Ulf.
(2021)
Contextual movement models based on normalizing flows.
AStA Advances in Statistical Analysis
Academic article
-
Trindade, Silvana;
Torres, Ricardo Da Silva;
Zhu, Zuqing;
da Fonseca, Nelson L. S..
(2021)
Cognitive control-loop for elastic optical networks with space-division multiplexing.
Sensors
Academic article
-
Bueno, Murilo José de Oliveira;
Silva, Maisa;
Cunha, Sergio Augusto;
Torres, Ricardo Da Silva;
Moura, Felipe Arruda.
(2021)
Multiscale fractal dimension applied to tactical analysis in football: A novel approach to evaluate the shapes of team organization on the pitch.
PLOS ONE
Academic article
-
Cirino, Carolina;
Gobatto, Claudio A.;
Pinto, Allan S.;
Torres, Ricardo Da Silva;
Hartz, Charlini S.;
Azevedo, Paulo H. S. M..
(2021)
Complex network model indicates a positive effect of inspiratory muscles pre-activation on performance parameters in a judo match.
Scientific Reports
Academic article
2020
-
Daragmeh, Sarah M;
Torres, Ricardo;
Karlsen, Anniken Th.
(2020)
Master thesis. Evaluation of Time Series Forecasting Methods Applied to Electricity Consumption Data, and Integration the Forecaster in Smart Energy Management Systems.
NTNU
Masters thesis
-
Flavio, Nicastro;
Baranauskas, Maria Cecília;
Torres, Ricardo Da Silva.
(2020)
Constructionism and Creative Learning: supporting the design of technology-based learning activities.
Academic chapter/article/Conference paper
-
Beltrame, Thomas;
Gois, Mariana;
Hoffmann, Uwe;
Koschate, Jessica;
Hughson, Richard;
Frade, Maria.
(2020)
Relationship between maximal aerobic power with aerobic fitness as a function of signal-to-noise ratio.
Journal of applied physiology
Academic article
-
Pinto, Allan;
Cordova, Manuel;
Decker, Luis;
Campana, Jose;
Souza, Marcos;
Andreza, Santos.
(2020)
Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
-
Carrasco, Aline;
Silva, Mariana;
Guenka, Leandro;
Bueno, Murilo;
Bela, Laís;
Torres, Ricardo Da Silva.
(2020)
Test-retest reliability of multiscale fractal dimension measurements of plantar pressure maps during dynamic tasks.
Journal of Biomechanics
Academic article
-
Cordova, Manuel;
Pinto, Allan;
Pedrini, Helio;
Torres, Ricardo Da Silva.
(2020)
Pelee-Text++: A Tiny Neural Network for Scene Text Detection.
IEEE Access
Academic article
-
Layza, Jaime;
Pedrini, Helio;
Torres, Ricardo Da Silva.
(2020)
1-to-N Large Margin Classifier.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Andrade, Felipe;
Aranha, Claus;
Torres, Ricardo Da Silva.
(2020)
On the Use of Predation to Shape Evolutionary Computation.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Fadel, Samuel G.;
Torres, Ricardo Da Silva.
(2020)
Neural relational inference for disaster multimedia retrieval.
Multimedia Tools and Applications
Academic article
-
Rossanez, Anderson;
Reis, Julio;
Torres, Ricardo Da Silva.
(2020)
Representing Scientific Literature Evolution via Temporal Knowledge Graphs.
CEUR Workshop Proceedings
Academic article
-
Rossanez, Anderson;
Reis, Julio;
Torres, Ricardo Da Silva;
Ribaupierre, Hélène.
(2020)
KGen: a knowledge graph generator from biomedical scientific literature.
BMC Medical Informatics and Decision Making
Academic article
-
Dias, Danielle;
Dias, Ulisses;
Menini, Nathalia;
Lamparelli, Rubens;
Le Maire, Guerric;
Torres, Ricardo Da Silva.
(2020)
Image-Based Time Series Representations for Pixelwise Eucalyptus Region Classification: A Comparative Study.
IEEE Geoscience and Remote Sensing Letters
Academic article
-
Pisani, Flavia;
Valem, Lucas;
Pedronette, Daniel;
Torres, Ricardo Da Silva;
Borin, Edson;
Breternitz Jr., Mauricio.
(2020)
A Unified Model for Accelerating Unsupervised Iterative Re-Ranking Algorithms.
Concurrency and Computation
Academic article
-
Silva, Ewerton;
Torres, Ricardo Da Silva;
Pinto, Allan;
Li, Lin;
Vianna, José;
Azevedo, Rodolfo.
(2020)
Application-Oriented Retinal Image Models for Computer Vision.
Sensors
Academic article
-
Gobatto, Claudio;
Torres, Ricardo Da Silva;
Moura, Felipe;
Cunha, Sergio;
Giacometti, Caio;
Araujo, Gustavo.
(2020)
Corresponding Assessment Scenarios in Laboratory and On-Court Tests: Centrality Measurements by Complex Networks Analysis in Young Basketball Players.
Scientific Reports
Academic article
-
Merlim, Murilo;
Cunha, Sergio;
Moura, Felipe;
Torres, Ricardo Da Silva;
Gonçalves, Bruno;
Sampaio, Jaime.
(2020)
Exploring the determinants of success in different clusters of ball possession sequences in soccer.
Research in Sports Medicine: An International Journal
Academic article
-
Albarracin, Juan;
Oliveira, Rafael S;
Hirota, Marina;
Santos, Jefersson;
Torres, Ricardo Da Silva.
(2020)
A Soft Computing Approach for Selecting and Combining Spectral Bands.
Remote Sensing
Academic article
-
Dias, Danielle;
Pinto, Allan;
Dias, Ulisses;
Lamparelli, Rubens;
Le Maire, Guerric;
Torres, Ricardo Da Silva.
(2020)
A Multirepresentational Fusion of Time Series for Pixelwise Classification.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Academic article
-
Almeida, Waldir;
Andaló, Fernanda;
Padilha, Rafael;
Bertocco, Gabriel;
Dias, William;
Torres, Ricardo Da Silva.
(2020)
Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function.
PLOS ONE
Academic article
-
Padilha, Rafael;
Andaló, Fernanda;
Bertocco, Gabriel;
Almeida, Waldir;
Dias, William;
Resek, Thiago.
(2020)
Two-tiered face verification with low-memory footprint for mobile devices.
IET Biometrics
Academic article
-
Silva, Ewerton;
Torres, Ricardo Da Silva;
Bruna, Alberton;
Leonor, Morellato;
Thiago, Silva.
(2020)
A change-driven image foveation approach for tracking plant phenology.
Remote Sensing
Academic article
-
Guevara, Judy;
Torres, Ricardo Da Silva;
Fonseca, Nelson.
(2020)
On the classification of fog computing applications: A machine learning perspective.
Journal of Network and Computer Applications
Academic article
-
Streher, Annia;
Torres, Ricardo Da Silva;
Leonor, Morellato;
Thiago, Silva.
(2020)
Accuracy and limitations for spectroscopic prediction of leaf traits in seasonally dry tropical environments.
Remote Sensing of Environment
Academic article
-
Decker, Luis;
Pinto, Allan;
Campana, Jose;
Neira, Manuel;
Santos, Andreza;
Conceição, Jhonatas.
(2020)
MobText: A Compact Method for Scene Text Localization.
VISIGRAPP
Academic article
-
Campana, Jose;
Pinto, Allan;
Neira, Manuel;
Decker, Luis;
Santos, Andreza;
Conceição, Jhonatas.
(2020)
On the Fusion of Text Detection Results: A Genetic Programming Approach.
IEEE Access
Academic article
-
Pinciroli Vago, Nicolo' Oreste;
Lavinas, Yuri;
Rodrigues, Daniele;
Moura, Felipe;
Cunha, Sergio;
Aranha, Claus.
(2020)
INTEGRA: An Open Tool To Support Graph-Based Change Pattern Analyses In Simulated Football Matches.
ECMS European Council for Modelling and Simulation
Academic chapter/article/Conference paper
2019
-
Destro, Juliana Medeiros;
dos Reis, Julio Cesar;
Torres, Ricardo Da Silva;
Ricarte, Ivan.
(2019)
Ontology changes-driven semantic refinement of cross-language biomedical ontology alignments.
CEUR Workshop Proceedings
Academic article
-
Werneck, Rafael de Oliveira;
Raveaux, Romain;
Tabbone, Salvatore;
Torres, Ricardo Da Silva.
(2019)
Learning cost function for graph classification with open-set methods.
Pattern Recognition Letters
Academic article
-
Destro, Juliana Medeiros;
Vargas, Javier A;
dos Reis, Julio Cesar;
Torres, Ricardo Da Silva.
(2019)
EVOCROS: Results for OAEI 2019.
CEUR Workshop Proceedings
Academic article
-
Menini, Nathalia;
Almeida, Alexandre E;
Lamparelli, Rubens;
Le Maire, Guerric;
Oliveira, Rafael S;
Verbesselt, Jan.
(2019)
Tucumã: A toolbox for spatiotemporal remote sensing image analysis [Software and Data Sets].
IEEE Geoscience and Remote Sensing Magazine
Academic article
Journal publications
-
Stival, Leandro;
Pinto, Allan;
Andrade, Felipe dos Santos Pinto de;
Santiago, Paulo Roberto Pereira;
Biermann, Henrik;
Da Silva Torres, Ricardo.
(2023)
Using machine learning pipeline to predict entry into the attack zone in football.
PLOS ONE
Academic article
-
Frade, Maria Cecília Moraes;
Beltrame, Thomas;
de Oliveira Gois, Mariana;
Pinto, Allan;
de Moura Tonello, Silvia Cristina Garcia;
Da Silva Torres, Ricardo.
(2023)
Toward characterizing cardiovascular fitness using machine learning based on unobtrusive data.
PLOS ONE
Academic article
-
Gomes, Luiz;
Da Silva Torres, Ricardo;
Côrtes, Mario Lúcio.
(2023)
BERT- and TF-IDF-based feature extraction for long-lived bug prediction in FLOSS: A comparative study.
Information and Software Technology
Academic article
-
Gonçalves, Filipe Marcel Fernandes;
Pedronette, Daniel Carlos Guimarães;
Da Silva Torres, Ricardo.
(2023)
Regression by Re-Ranking.
Pattern Recognition
Academic article
-
Caetano, Fabio Giuliano;
Santiago, Paulo Roberto Pereira;
Da Silva Torres, Ricardo;
Cunha, Sergio Augusto;
Moura, Felipe Arruda.
(2023)
Interpersonal coordination of opposing player dyads during attacks performed in official football matches.
Sports Biomechanics
Academic article
-
Holanda, Maristela;
Torres, Ricardo.
(2022)
Editorial.
Journal of Information and Data Management
Editorial
-
Monteiro, Rafael Luiz Martins;
Bedo, Bruno Luiz Souza;
Monteiro, Pedro Henrique Martins;
de Andrade, Felipe dos Santos Pinto;
Moura, Felipe Arruda;
Cunha, Sergio Augusto.
(2022)
Penalty feet positioning rule modification and laterality effect on soccer goalkeepers’ diving kinematics.
Scientific Reports
Academic article
-
Palucci Vieira, Luiz H.;
Santiago, Paulo R P;
Pinto, Allan;
Aquino, Rodrigo;
Torres, Ricardo;
Barbieri, Fabio A..
(2022)
Automatic Markerless Motion Detector Method against Traditional Digitisation for 3-Dimensional Movement Kinematic Analysis of Ball Kicking in Soccer Field Context.
International Journal of Environmental Research and Public Health (IJERPH)
Academic article
-
Manchado-Gobatto, Fúlvia Barros;
Torres, Ricardo;
Marostegan, Anita Brum;
Rasteiro, Felipe Marroni;
Hartz, Charlini Simoni;
Moreno, Marlene Aparecida.
(2022)
Complex Network Model Reveals the Impact of Inspiratory Muscle Pre-Activation on Interactions among Physiological Responses and Muscle Oxygenation during Running and Passive Recovery.
Biology (Basel)
Academic article
-
Muñoz, Javier A. Vargas;
Dias, Zanoni;
Torres, Ricardo.
(2022)
A genetic programming approach for searching on nearest neighbors graphs.
Multimedia Tools and Applications
Academic article
-
Leal, Kleber;
Pinto, Allan;
Torres, Ricardo Da Silva;
Elferink-Gemser, Marije;
Cunha, Sergio.
(2022)
Characterization and analyses of dribbling actions in soccer: a novel definition and effectiveness of dribbles in the 2018 FIFA World Cup RussiaTM.
Human Movement
Academic article
-
Cordova, Manuel;
Pinto, Allan;
Hellevik, Christina Carrozzo;
Alaliyat, Saleh Abdel-Afou;
Hameed, Ibrahim A.;
Pedrini, Helio.
(2022)
Litter Detection with Deep Learning: A Comparative Study.
Sensors
Academic article
-
Dwivedi, Saumitra;
Torres, Ricardo;
Hameed, Ibrahim A.;
Karlsen, Anniken Th.
(2022)
An Investigation of Contemporary Data-Driven Methods Applied to Complex Systems.
IEEE Access
Academic article
-
Pereira, Erico M.;
Torres, Ricardo Da Silva;
Santos, Jefersson.
(2021)
A genetic algorithm approach for image representation learning through color quantization.
Multimedia Tools and Applications
Academic article
-
Pinciroli Vago, Nicolo' Oreste;
Milani, Federico;
Fraternali, Piero;
Torres, Ricardo Da Silva.
(2021)
Comparing CAM Algorithms for the Identification of Salient Image Features in Iconography Artwork Analysis.
Journal of Imaging
Academic article
-
Caetano, Fabio Giuliano;
Barbon Junior, Sylvio;
Torres, Ricardo Da Silva;
Cunha, Sergio Augusto;
Ruffino, Paulo Régis Caron;
Martins, Luiz Eduardo Barreto.
(2021)
Football player dominant region determined by a novel model based on instantaneous kinematics variables.
Scientific Reports
Academic article
-
Pedronette, Daniel;
Valem, Lucas;
Torres, Ricardo Da Silva.
(2021)
A BFS-Tree of ranking references for unsupervised manifold learning.
Pattern Recognition
Academic article
-
Merlin, Murilo;
Pinto, Allan;
de Almeida, Alexandre Gomes;
Moura, Felipe A;
Torres, Ricardo Da Silva;
Cunha, Sergio Augusto.
(2021)
Classification and determinants of passing difficulty in soccer: a multivariate approach.
Science and medicine in football
Academic article
-
Luiz, Gomes;
Torres, Ricardo Da Silva;
Côrtes, Mario.
(2021)
On the prediction of long-lived bugs: An analysis and comparative study using FLOSS projects.
Information and Software Technology
Academic article
-
Barbon Junior, Sylvio;
Pinto, Allan;
Barroso, João Vitor;
Caetano, Fabio Giuliano;
Moura, Felipe Arruda;
Cunha, Sergio Augusto.
(2021)
Sport action mining: Dribbling recognition in soccer.
Multimedia Tools and Applications
Academic article
-
Segundo, Mauricio;
Pinto, Allan;
Minetto, Rodrigo;
Torres, Ricardo Da Silva;
Sarkar, Sudeep.
(2021)
Measuring Economic Activity From Space: A Case Study Using Flying Airplanes and COVID-19.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Academic article
-
Holanda, Maristela;
Torres, Ricardo Da Silva.
(2021)
Editorial.
Journal of Information and Data Management
Editorial
-
Esmael, Agnaldo;
Silva, Hugo;
Ji, Tuo;
Torres, Ricardo Da Silva.
(2021)
Non-technical Loss Detection in Power Grid Using Information Retrieval approaches: A Comparative Study.
IEEE Access
Academic article
-
Fadel, Samuel G.;
Mair, Sebastian;
Torres, Ricardo Da Silva;
Brefeld, Ulf.
(2021)
Contextual movement models based on normalizing flows.
AStA Advances in Statistical Analysis
Academic article
-
Trindade, Silvana;
Torres, Ricardo Da Silva;
Zhu, Zuqing;
da Fonseca, Nelson L. S..
(2021)
Cognitive control-loop for elastic optical networks with space-division multiplexing.
Sensors
Academic article
-
Bueno, Murilo José de Oliveira;
Silva, Maisa;
Cunha, Sergio Augusto;
Torres, Ricardo Da Silva;
Moura, Felipe Arruda.
(2021)
Multiscale fractal dimension applied to tactical analysis in football: A novel approach to evaluate the shapes of team organization on the pitch.
PLOS ONE
Academic article
-
Cirino, Carolina;
Gobatto, Claudio A.;
Pinto, Allan S.;
Torres, Ricardo Da Silva;
Hartz, Charlini S.;
Azevedo, Paulo H. S. M..
(2021)
Complex network model indicates a positive effect of inspiratory muscles pre-activation on performance parameters in a judo match.
Scientific Reports
Academic article
-
Beltrame, Thomas;
Gois, Mariana;
Hoffmann, Uwe;
Koschate, Jessica;
Hughson, Richard;
Frade, Maria.
(2020)
Relationship between maximal aerobic power with aerobic fitness as a function of signal-to-noise ratio.
Journal of applied physiology
Academic article
-
Carrasco, Aline;
Silva, Mariana;
Guenka, Leandro;
Bueno, Murilo;
Bela, Laís;
Torres, Ricardo Da Silva.
(2020)
Test-retest reliability of multiscale fractal dimension measurements of plantar pressure maps during dynamic tasks.
Journal of Biomechanics
Academic article
-
Cordova, Manuel;
Pinto, Allan;
Pedrini, Helio;
Torres, Ricardo Da Silva.
(2020)
Pelee-Text++: A Tiny Neural Network for Scene Text Detection.
IEEE Access
Academic article
-
Fadel, Samuel G.;
Torres, Ricardo Da Silva.
(2020)
Neural relational inference for disaster multimedia retrieval.
Multimedia Tools and Applications
Academic article
-
Rossanez, Anderson;
Reis, Julio;
Torres, Ricardo Da Silva.
(2020)
Representing Scientific Literature Evolution via Temporal Knowledge Graphs.
CEUR Workshop Proceedings
Academic article
-
Rossanez, Anderson;
Reis, Julio;
Torres, Ricardo Da Silva;
Ribaupierre, Hélène.
(2020)
KGen: a knowledge graph generator from biomedical scientific literature.
BMC Medical Informatics and Decision Making
Academic article
-
Dias, Danielle;
Dias, Ulisses;
Menini, Nathalia;
Lamparelli, Rubens;
Le Maire, Guerric;
Torres, Ricardo Da Silva.
(2020)
Image-Based Time Series Representations for Pixelwise Eucalyptus Region Classification: A Comparative Study.
IEEE Geoscience and Remote Sensing Letters
Academic article
-
Pisani, Flavia;
Valem, Lucas;
Pedronette, Daniel;
Torres, Ricardo Da Silva;
Borin, Edson;
Breternitz Jr., Mauricio.
(2020)
A Unified Model for Accelerating Unsupervised Iterative Re-Ranking Algorithms.
Concurrency and Computation
Academic article
-
Silva, Ewerton;
Torres, Ricardo Da Silva;
Pinto, Allan;
Li, Lin;
Vianna, José;
Azevedo, Rodolfo.
(2020)
Application-Oriented Retinal Image Models for Computer Vision.
Sensors
Academic article
-
Gobatto, Claudio;
Torres, Ricardo Da Silva;
Moura, Felipe;
Cunha, Sergio;
Giacometti, Caio;
Araujo, Gustavo.
(2020)
Corresponding Assessment Scenarios in Laboratory and On-Court Tests: Centrality Measurements by Complex Networks Analysis in Young Basketball Players.
Scientific Reports
Academic article
-
Merlim, Murilo;
Cunha, Sergio;
Moura, Felipe;
Torres, Ricardo Da Silva;
Gonçalves, Bruno;
Sampaio, Jaime.
(2020)
Exploring the determinants of success in different clusters of ball possession sequences in soccer.
Research in Sports Medicine: An International Journal
Academic article
-
Albarracin, Juan;
Oliveira, Rafael S;
Hirota, Marina;
Santos, Jefersson;
Torres, Ricardo Da Silva.
(2020)
A Soft Computing Approach for Selecting and Combining Spectral Bands.
Remote Sensing
Academic article
-
Dias, Danielle;
Pinto, Allan;
Dias, Ulisses;
Lamparelli, Rubens;
Le Maire, Guerric;
Torres, Ricardo Da Silva.
(2020)
A Multirepresentational Fusion of Time Series for Pixelwise Classification.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Academic article
-
Almeida, Waldir;
Andaló, Fernanda;
Padilha, Rafael;
Bertocco, Gabriel;
Dias, William;
Torres, Ricardo Da Silva.
(2020)
Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function.
PLOS ONE
Academic article
-
Padilha, Rafael;
Andaló, Fernanda;
Bertocco, Gabriel;
Almeida, Waldir;
Dias, William;
Resek, Thiago.
(2020)
Two-tiered face verification with low-memory footprint for mobile devices.
IET Biometrics
Academic article
-
Silva, Ewerton;
Torres, Ricardo Da Silva;
Bruna, Alberton;
Leonor, Morellato;
Thiago, Silva.
(2020)
A change-driven image foveation approach for tracking plant phenology.
Remote Sensing
Academic article
-
Guevara, Judy;
Torres, Ricardo Da Silva;
Fonseca, Nelson.
(2020)
On the classification of fog computing applications: A machine learning perspective.
Journal of Network and Computer Applications
Academic article
-
Streher, Annia;
Torres, Ricardo Da Silva;
Leonor, Morellato;
Thiago, Silva.
(2020)
Accuracy and limitations for spectroscopic prediction of leaf traits in seasonally dry tropical environments.
Remote Sensing of Environment
Academic article
-
Decker, Luis;
Pinto, Allan;
Campana, Jose;
Neira, Manuel;
Santos, Andreza;
Conceição, Jhonatas.
(2020)
MobText: A Compact Method for Scene Text Localization.
VISIGRAPP
Academic article
-
Campana, Jose;
Pinto, Allan;
Neira, Manuel;
Decker, Luis;
Santos, Andreza;
Conceição, Jhonatas.
(2020)
On the Fusion of Text Detection Results: A Genetic Programming Approach.
IEEE Access
Academic article
-
Destro, Juliana Medeiros;
dos Reis, Julio Cesar;
Torres, Ricardo Da Silva;
Ricarte, Ivan.
(2019)
Ontology changes-driven semantic refinement of cross-language biomedical ontology alignments.
CEUR Workshop Proceedings
Academic article
-
Werneck, Rafael de Oliveira;
Raveaux, Romain;
Tabbone, Salvatore;
Torres, Ricardo Da Silva.
(2019)
Learning cost function for graph classification with open-set methods.
Pattern Recognition Letters
Academic article
-
Destro, Juliana Medeiros;
Vargas, Javier A;
dos Reis, Julio Cesar;
Torres, Ricardo Da Silva.
(2019)
EVOCROS: Results for OAEI 2019.
CEUR Workshop Proceedings
Academic article
-
Menini, Nathalia;
Almeida, Alexandre E;
Lamparelli, Rubens;
Le Maire, Guerric;
Oliveira, Rafael S;
Verbesselt, Jan.
(2019)
Tucumã: A toolbox for spatiotemporal remote sensing image analysis [Software and Data Sets].
IEEE Geoscience and Remote Sensing Magazine
Academic article
Part of book/report
-
Guevara, Judy;
Da Silva Torres, Ricardo;
Bittencourt, Luiz F.;
Fonseca, Nelson.
(2022)
QoS-aware Task Scheduling based on Reinforcement Learning for the Cloud-Fog Continuum.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Hassan, Muhammad Umair;
Angelaki, Stavroula;
Alfaro, Claudia Viviana Lopez;
Major, Pierre;
Styve, Arne;
Alaliyat, Saleh Abdel-Afou.
(2022)
Digital Twins for Lighting Analysis: Literature Review, Challenges, and Research Opportunities.
ECMS European Council for Modelling and Simulation
Academic chapter/article/Conference paper
-
Major, Pierre;
Torres, Ricardo;
Amundsen, Andreas;
Mikalsen, Egil Tennfjord;
Stadsnes, Pernille.
(2022)
On the Use of Graphical Digital Twins for Urban Planning of Mobility Projects: a Case Study from a new District in Ålesund, Norway.
ECMS European Council for Modelling and Simulation
Academic chapter/article/Conference paper
-
Leplat, Léo Francois Jean;
Torres, Ricardo;
Aspen, Dina Margrethe;
Amundsen, Andreas.
(2022)
VIZPLAN: A Visual Analytics Platform for the assessment of multidimensional indicators over time.
Academic chapter/article/Conference paper
-
Decker, Luis;
Pinto, Allan Silva;
Campana, Jose;
Neira, Manuel;
Santos, Andreza;
Conceição, Jhonatas.
(2022)
Scene Text Localization Using Lightweight Convolutional Networks.
Springer Nature
Academic chapter/article/Conference paper
-
Leplat, Léo Francois Jean;
Torres, Ricardo;
Aspen, Dina Margrethe;
Amundsen, Andreas.
(2022)
GENOR: A Generic Platform for Indicator Assessment in City Planning.
ECMS European Council for Modelling and Simulation
Academic chapter/article/Conference paper
-
Souza, Eduardo;
Rossanez, Anderson;
Reis, Julio;
Torres, Ricardo.
(2022)
Visualização Interativa da Evolução de Grafos de Conhecimento.
Academic chapter/article/Conference paper
-
Dourado, Icaro;
Torres, Ricardo Da Silva.
(2021)
Learning Vocabularies to Embed Graphs in Multimodal Rank Aggregation Tasks.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Fadel, Samuel G.;
Mair, Sebastian;
Torres, Ricardo Da Silva;
Brefeld, Ulf.
(2021)
Principled Interpolation in Normalizing Flows.
Springer
Academic chapter/article/Conference paper
-
Flavio, Nicastro;
Baranauskas, Maria Cecília;
Torres, Ricardo Da Silva.
(2020)
Constructionism and Creative Learning: supporting the design of technology-based learning activities.
Academic chapter/article/Conference paper
-
Pinto, Allan;
Cordova, Manuel;
Decker, Luis;
Campana, Jose;
Souza, Marcos;
Andreza, Santos.
(2020)
Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
-
Layza, Jaime;
Pedrini, Helio;
Torres, Ricardo Da Silva.
(2020)
1-to-N Large Margin Classifier.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Andrade, Felipe;
Aranha, Claus;
Torres, Ricardo Da Silva.
(2020)
On the Use of Predation to Shape Evolutionary Computation.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Pinciroli Vago, Nicolo' Oreste;
Lavinas, Yuri;
Rodrigues, Daniele;
Moura, Felipe;
Cunha, Sergio;
Aranha, Claus.
(2020)
INTEGRA: An Open Tool To Support Graph-Based Change Pattern Analyses In Simulated Football Matches.
ECMS European Council for Modelling and Simulation
Academic chapter/article/Conference paper
Report
-
Daragmeh, Sarah M;
Torres, Ricardo;
Karlsen, Anniken Th.
(2020)
Master thesis. Evaluation of Time Series Forecasting Methods Applied to Electricity Consumption Data, and Integration the Forecaster in Smart Energy Management Systems.
NTNU
Masters thesis
Teaching
Courses
- IE500217 - Computer Graphics
- IE505818 - Simulation and Visualization, Specialization Course
- IE505718 - Simulation and Visualization, Specialization Project
- IE501914 - Immersive Technologies
- AM512030 - Sustainability Analytics
- IE500814 - Dynamic Systems and Control
- IE501988 - Sustainability Analytics
Media
2022
-
Academic lectureGonçalves, Filipe M. F.; Banno, Kana; Anichini, Marianna; Gansel, Lars Christian; Torres, Ricardo. (2022) Automatic detection of growth-stunted phenotype in farmed Atlantic salmon: a new insight into quantify their distribution and behaviour based on a machine learning approach. European Aquaculture Society Aquaculture Europe 2022 , Rimini 2022-09-27 - 2022-09-30