2023

• Frade, Maria Cecília Moraes; Beltrame, Thomas; de Oliveira Gois, Mariana; Pinto, Allan; de Moura Tonello, Silvia Cristina Garcia; Da Silva Torres, Ricardo; Catai, Aparecida Maria. (2023) Toward characterizing cardiovascular fitness using machine learning based on unobtrusive data. PLOS ONE. volum 18 (3).
  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. volum 160.
  Academic article
• Gonçalves, Filipe Marcel Fernandes; Pedronette, Daniel Carlos Guimarães; Da Silva Torres, Ricardo. (2023) Regression by Re-Ranking. Pattern Recognition. volum 140.
  Academic article
• Stival, Leandro; Pinto, Allan; Andrade, Felipe dos Santos Pinto de; Santiago, Paulo Roberto Pereira; Biermann, Henrik; Da Silva Torres, Ricardo; Dias, Ulisses. (2023) Using machine learning pipeline to predict entry into the attack zone in football. PLOS ONE. volum 18 (1).
  Academic article

2022

• Cordova, Manuel; Pinto, Allan; Hellevik, Christina Carrozzo; Alaliyat, Saleh Abdel-Afou; Hameed, Ibrahim A.; Pedrini, Helio; Torres, Ricardo. (2022) Litter Detection with Deep Learning: A Comparative Study. Sensors. volum 22 (2).
  Academic article
• Decker, Luis; Pinto, Allan Silva; Campana, Jose; Neira, Manuel; Santos, Andreza; Conceição, Jhonatas; Pedrini, Helio; Angeloni, Marcus; Li, Lin; Luvizon, Diego; Torres, Ricardo. (2022) Scene Text Localization Using Lightweight Convolutional Networks. Computer Vision, Imaging and Computer Graphics Theory and Applications.
  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. volum 10.
  Academic article
• 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. 2022 IEEE Global Communications Conference (GLOBECOM).
  Academic chapter/article/Conference paper
• Hassan, Muhammad Umair; Angelaki, Stavroula; Alfaro, Claudia Viviana Lopez; Major, Pierre; Styve, Arne; Alaliyat, Saleh Abdel-Afou; Hameed, Ibrahim A.; Besenecker, Ute; Torres, Ricardo. (2022) Digital Twins for Lighting Analysis: Literature Review, Challenges, and Research Opportunities. Proceedings of the 36th ECMS International Conference on Modelling and Simulation ECMS 2022.
  Academic chapter/article/Conference paper
• Holanda, Maristela; Torres, Ricardo. (2022) Editorial. Journal of Information and Data Management. volum 13 (2).
  Editorial
• 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. volum 23 (1).
  Academic article
• Leplat, Léo Francois Jean; Torres, Ricardo; Aspen, Dina Margrethe; Amundsen, Andreas. (2022) GENOR: A Generic Platform for Indicator Assessment in City Planning. Proceedings of the 36th ECMS International Conference on Modelling and Simulation ECMS 2022.
  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. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume X-4/W3-2022 : 7th International Conference on Smart Data and Smart Cities (SDSC), 19-21 October 2022, Sydney, Australia.
  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. Proceedings of the 36th ECMS International Conference on Modelling and Simulation ECMS 2022.
  Academic chapter/article/Conference paper
• Manchado-Gobatto, Fúlvia Barros; Torres, Ricardo; Marostegan, Anita Brum; Rasteiro, Felipe Marroni; Hartz, Charlini Simoni; Moreno, Marlene Aparecida; Pinto, Allan Silva; Gobatto, Claudio Alexandre. (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). volum 11 (7).
  Academic article
• Monteiro, Rafael Luiz Martins; Bedo, Bruno Luiz Souza; Monteiro, Pedro Henrique Martins; de Andrade, Felipe dos Santos Pinto; Moura, Felipe Arruda; Cunha, Sergio Augusto; Torres, Ricardo; Memmert, Daniel; Santiago, Paulo Roberto Pereira. (2022) Penalty feet positioning rule modification and laterality effect on soccer goalkeepers’ diving kinematics. Scientific Reports. volum 12 (1).
  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
• 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. volum 19 (3).
  Academic article
• Souza, Eduardo; Rossanez, Anderson; Reis, Julio; Torres, Ricardo. (2022) Visualização Interativa da Evolução de Grafos de Conhecimento. Proceedings of the 37th Brazilian Symposium on Databases.
  Academic chapter/article/Conference paper

2021

• Barbon Junior, Sylvio; Pinto, Allan; Barroso, João Vitor; Caetano, Fabio Giuliano; Moura, Felipe Arruda; Cunha, Sergio Augusto; Torres, Ricardo Da Silva. (2021) Sport action mining: Dribbling recognition in soccer. Multimedia Tools and Applications.
  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. volum 16 (9).
  Academic article
• Caetano, Fabio Giuliano; Barbon Junior, Sylvio; Torres, Ricardo Da Silva; Cunha, Sergio Augusto; Ruffino, Paulo Régis Caron; Martins, Luiz Eduardo Barreto; Moura, Felipe Arruda. (2021) Football player dominant region determined by a novel model based on instantaneous kinematics variables. Scientific Reports. volum 11 (1).
  Academic article
• Cirino, Carolina; Gobatto, Claudio A.; Pinto, Allan S.; Torres, Ricardo Da Silva; Hartz, Charlini S.; Azevedo, Paulo H. S. M.; Moreno, Marlene A.; Manchado-Gobatto, Fúlvia B.. (2021) Complex network model indicates a positive effect of inspiratory muscles pre-activation on performance parameters in a judo match. Scientific Reports. volum 11 (1).
  Academic article
• Dourado, Icaro; Torres, Ricardo Da Silva. (2021) Learning Vocabularies to Embed Graphs in Multimodal Rank Aggregation Tasks. 2021 International Conference on Content-Based Multimedia Indexing (CBMI).
  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. volum 9.
  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
• Fadel, Samuel G.; Mair, Sebastian; Torres, Ricardo Da Silva; Brefeld, Ulf. (2021) Principled Interpolation in Normalizing Flows. Machine Learning and Knowledge Discovery in Databases.
  Academic chapter/article/Conference paper
• Holanda, Maristela; Torres, Ricardo Da Silva. (2021) Editorial. Journal of Information and Data Management. volum 12 (5).
  Editorial
• 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. volum 132 (106508).
  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
• 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
• Pedronette, Daniel; Valem, Lucas; Torres, Ricardo Da Silva. (2021) A BFS-Tree of ranking references for unsupervised manifold learning. Pattern Recognition. volum 111.
  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. volum 80.
  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. volum 14.
  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. volum 21 (23).
  Academic article

2020

• 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. volum 12 (14).
  Academic article
• Almeida, Waldir; Andaló, Fernanda; Padilha, Rafael; Bertocco, Gabriel; Dias, William; Torres, Ricardo Da Silva; Wainer, Jacques; Rocha, Anderson. (2020) Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function. PLOS ONE. volum 15 (9).
  Academic article
• Andrade, Felipe; Aranha, Claus; Torres, Ricardo Da Silva. (2020) On the Use of Predation to Shape Evolutionary Computation. 2020 IEEE Symposium Series on Computational Intelligence (SSCI).
  Academic chapter/article/Conference paper
• Beltrame, Thomas; Gois, Mariana; Hoffmann, Uwe; Koschate, Jessica; Hughson, Richard; Frade, Maria; Linares, Stephanie; Torres, Ricardo Da Silva; Catai, Aparecida. (2020) Relationship between maximal aerobic power with aerobic fitness as a function of signal-to-noise ratio. Journal of applied physiology. volum 129 (3).
  Academic article
• Campana, Jose; Pinto, Allan; Neira, Manuel; Decker, Luis; Santos, Andreza; Conceição, Jhonatas; Torres, Ricardo Da Silva. (2020) On the Fusion of Text Detection Results: A Genetic Programming Approach. IEEE Access. volum 8.
  Academic article
• Carrasco, Aline; Silva, Mariana; Guenka, Leandro; Bueno, Murilo; Bela, Laís; Torres, Ricardo Da Silva; Moura, Felipe; Cardoso, Jefferson. (2020) Test-retest reliability of multiscale fractal dimension measurements of plantar pressure maps during dynamic tasks. Journal of Biomechanics. volum 113.
  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. volum 8.
  Academic article
• Decker, Luis; Pinto, Allan; Campana, Jose; Neira, Manuel; Santos, Andreza; Conceição, Jhonatas; Angeloni, Marcus; Li, Lin; Torres, Ricardo Da Silva. (2020) MobText: A Compact Method for Scene Text Localization. VISIGRAPP. volum 5.
  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. volum 17 (8).
  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. volum 13.
  Academic article
• Fadel, Samuel G.; Torres, Ricardo Da Silva. (2020) Neural relational inference for disaster multimedia retrieval. Multimedia Tools and Applications.
  Academic article
• Flavio, Nicastro; Baranauskas, Maria Cecília; Torres, Ricardo Da Silva. (2020) Constructionism and Creative Learning: supporting the design of technology-based learning activities. Proceedings of the 2020 Constructionism Conference.
  Academic chapter/article/Conference paper
• Gobatto, Claudio; Torres, Ricardo Da Silva; Moura, Felipe; Cunha, Sergio; Giacometti, Caio; Araujo, Gustavo; Sousa, Filipe; Manchado-Gobatto, Fúlvia. (2020) Corresponding Assessment Scenarios in Laboratory and On-Court Tests: Centrality Measurements by Complex Networks Analysis in Young Basketball Players. Scientific Reports. volum 10 (8620).
  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. volum 159.
  Academic article
• Layza, Jaime; Pedrini, Helio; Torres, Ricardo Da Silva. (2020) 1-to-N Large Margin Classifier. Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI).
  Academic chapter/article/Conference paper
• 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. volum 28 (3).
  Academic article
• Padilha, Rafael; Andaló, Fernanda; Bertocco, Gabriel; Almeida, Waldir; Dias, William; Resek, Thiago; Torres, Ricardo Da Silva; Wainer, Jacques; Rocha, Anderson. (2020) Two-tiered face verification with low-memory footprint for mobile devices. IET Biometrics. volum 9 (5).
  Academic article
• Pinciroli Vago, Nicolo' Oreste; Lavinas, Yuri; Rodrigues, Daniele; Moura, Felipe; Cunha, Sergio; Aranha, Claus; Torres, Ricardo Da Silva. (2020) INTEGRA: An Open Tool To Support Graph-Based Change Pattern Analyses In Simulated Football Matches. Proceedings of the 34th International ECMS - Conference on Modelling and Simulation - ECMS 2020.
  Academic chapter/article/Conference paper
• Pinto, Allan; Cordova, Manuel; Decker, Luis; Campana, Jose; Souza, Marcos; Andreza, Santos; Jhonatas, Conceição; Gagliardi, Henrique; Luvizon, Diogo; Torres, Ricardo Da Silva; Pedrini, Helio. (2020) Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation. Proceedings of IEEE international conference on image processing.
  Academic chapter/article/Conference paper
• 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. volum 32 (14).
  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. volum 20 (314).
  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. volum 12 (9).
  Academic article
• Silva, Ewerton; Torres, Ricardo Da Silva; Pinto, Allan; Li, Lin; Vianna, José; Azevedo, Rodolfo; Goldenstein, Siome. (2020) Application-Oriented Retinal Image Models for Computer Vision. Sensors. volum 20 (13).
  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. volum 244.
  Academic article

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. volum 2477.
  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. volum 2536.
  Academic article
• Menini, Nathalia; Almeida, Alexandre E; Lamparelli, Rubens; Le Maire, Guerric; Oliveira, Rafael S; Verbesselt, Jan; Hirota, Marina; Torres, Ricardo Da Silva. (2019) Tucumã: A toolbox for spatiotemporal remote sensing image analysis [Software and Data Sets]. IEEE Geoscience and Remote Sensing Magazine. volum 7 (3).
  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. volum 128.
  Academic article