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