Jônata Tyska Carvalho

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 31

Top Topics

Evolutionary Robotics

Convolutional Neural Networks

Environmental Protection

Top Venues

Publications

Tarlis Tortelli Portela, Vanessa Lago Machado, Jônata Tyska Carvalho, Vania Bogorny, Anna Bernasconi, Chiara Renso
UltraMovelets: Efficient Movelet Extraction for Multiple Aspect Trajectory Classification. DEXA (2) (2024)
Joe Jonas Vogel, Paulo Barbato Fogaça de Almeida, Paulo Lilles Jorge Drews Junior, Crístofer Hood Marques, Jônata Tyska Carvalho
Optimizing Maritime Propeller Design with Continuous Evolutionary Algorithms. CEC (2024)
Jônata Tyska Carvalho, Stefano Nolfi
The Role of Morphological Variation in Evolutionary Robotics: Maximizing Performance and Robustness. Evol. Comput. 32 (2) (2024)
Caibe A. Pereira, Rômulo C. R. Peixoto, Manuella P. Kaster, Mateus Grellert, Jônata Tyska Carvalho
Using Data Mining Techniques to Understand Patterns of Suicide and Reattempt Rates in Southern Brazil. BIOSTEC (2) (2024)
Yuri Santos, Ricardo Giuliani, Tarlis Tortelli Portela, Chiara Renso, Jônata Tyska Carvalho
MAT-CA: a tool for Multiple Aspect Trajectory Clustering Analysis. EMODE@SIGSPATIAL (2023)
Bryan Martins Lima, Naiara Sachetti, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho
Adaptive Batch Size CGP: Improving Accuracy and Runtime for CGP Logic Optimization Flow. EuroGP (2023)
Juan Manuel Sancho, Jônata Tyska Carvalho
On the Impact of ECG Data Quality for Arrhythmia Detection Using Convolutional Neural Networks and Wearable Devices. SSCI (2023)
Yuri Santos, Ricardo Giuliani, Vania Bogorny, Mateus Grellert, Jônata Tyska Carvalho
MAT-Tree: A Tree-Based Method for Multiple Aspect Trajectory Clustering. BRACIS (1) (2023)
Arthur Holtrup Bianchini, Brenda Silva Machado, Jônata Tyska Carvalho
The Effectiveness of Niching on OpenAI-Evolution Strategies in the Evolution of Robotic Behavior. GECCO Companion (2023)
Guilherme Ocker Ribeiro, Mateus Grellert, Jônata Tyska Carvalho
Stimming Behavior Dataset - Unifying Stereotype Behavior Dataset in the Wild. CBMS (2023)
Guilherme O. Ribeiro, Alexandre Soli Soares, Jônata Tyska Carvalho, Mateus Grellert
Event Detection in Therapy Sessions for Children with Autism. BRACIS (2) (2022)
George S. Oliveira, Jônata Tyska Carvalho, Patricia Della Méa Plentz
On the Effect of Heterogeneous Robot Fleets on Smart Warehouses' Order Time, Energy, and Operating Costs. SBESC (2022)
Larissa Gremelmaier Rosa, Vitor Hugo Homem, Stefano Nolfi, Jônata Tyska Carvalho
On the Impact of the Duration of Evaluation Episodes on the Evolution of Adaptive Robots. PPSN (1) (2022)
Jônata Tyska Carvalho, Stefano Nolfi
The Role of Environmental Variations in Evolutionary Robotics: Maximizing Performance and Robustness. CoRR (2022)
Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny
HiPerMovelets: high-performance movelet extraction for trajectory classification. Int. J. Geogr. Inf. Sci. 36 (5) (2022)
George S. Oliveira, Jônata Tyska Carvalho, Patricia Della Méa Plentz
An Experimental Analysis of Smart Warehouses' Order Flow in Robot Energy Consumption. LARS/SBR/WRE (2022)
Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny
SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering. MDM (2022)
George Oliveira, Patricia Della Méa Plentz, Jônata Tyska Carvalho
Multi-Constrained Voronoi-Based Task Allocator for Smart-Warehouses. SACI (2021)
Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny
Mining frequency-based sequential trajectory co-clusters. CoRR (2021)
Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny
Fast discovery of multidimensional subsequences for robust trajectory classification. CoRR (2021)
Iraklis Varlamis, Christos Sardianos, Vania Bogorny, Luis Otávio Alvares, Jônata Tyska Carvalho, Chiara Renso, Raffaele Perego, John Violos
A novel similarity measure for multiple aspect trajectory clustering. SAC (2021)
Tarlis Tortelli Portela, Camila Leite da Silva, Jônata Tyska Carvalho, Vania Bogorny
Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification. BRACIS (1) (2021)
Lillian Clark, Alan Papalia, Jônata Tyska Carvalho, Luca Mastrostefano, Bhaskar Krishnamachari
Inter-Mobile-Device Distance Estimation using Network Localization Algorithms for Digital Contact Logging Applications. CoRR (2020)
Nicola Milano, Jônata Tyska Carvalho, Stefano Nolfi
Moderate Environmental Variation Across Generations Promotes the Evolution of Robust Solutions. Artif. Life 24 (4) (2018)
Jônata Tyska Carvalho, Nicola Milano, Stefano Nolfi
Evolving Robust Solutions for Stochastically Varying Problems. CEC (2018)
Jônata Tyska Carvalho, Stefano Nolfi
Exploiting environmental differentiation to promote evolvability in artificial evolution. GECCO (Companion) (2017)
Nicola Milano, Jônata Tyska Carvalho, Stefano Nolfi
Moderate Environmental Variation Promotes Adaptation in Artificial Evolution. CoRR (2017)
Jônata Tyska Carvalho, Stefano Nolfi
Favoring the evolution of adaptive robots through environmental differentiation. SSCI (2017)
Nicola Milano, Jônata Tyska Carvalho, Stefano Nolfi
Environmental variations promotes adaptation in artificial evolution. SSCI (2017)
Jônata Tyska Carvalho, Stefano Nolfi
Affordance generation enables behavioral plasticity and cognitive offloading in evolving robots. SSCI (2016)
Jônata Tyska Carvalho, Stefano Nolfi
Behavioural plasticity in evolving robots. Theory Biosci. 135 (4) (2016)
Jônata Tyska Carvalho, Rafael Penna, Silvia Silva da Costa Botelho, Nelson Duarte Filho, Rodrigo Ruas Oliveira, Edevaldo Santos
Hyper-Environments: A Different Way to Think about IoT. iThings/CPSCom (2011)
Nelson Duarte Filho, Silvia Silva da Costa Botelho, Jônata Tyska Carvalho, Pedro de Botelho Marcos, Renan de Queiroz Maffei, Rodrigo Ruas Oliveira, Vinicius Alves Hax
An Automated Platform for Immersive and Collaborative Visualization of Industrial Models. ICECCS (2009)