Jônata Tyska Carvalho

According to our database, Jônata Tyska Carvalho authored at least 35 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Using Data Mining Techniques to Understand Patterns of Suicide and Reattempt Rates in Southern Brazil.

Caibe A. Pereira, Rômulo C. R. Peixoto, Manuella P. Kaster, Mateus Grellert, Jônata Tyska Carvalho

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

On the Impact of ECG Data Quality for Arrhythmia Detection Using Convolutional Neural Networks and Wearable Devices.

Juan Manuel Sancho, Jônata Tyska Carvalho

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

The Effectiveness of Niching on OpenAI-Evolution Strategies in the Evolution of Robotic Behavior.

Arthur Holtrup Bianchini, Brenda Silva Machado, Jônata Tyska Carvalho

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Adaptive Batch Size CGP: Improving Accuracy and Runtime for CGP Logic Optimization Flow.

Bryan Martins Lima, Naiara Sachetti, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho

Proceedings of the Genetic Programming - 26th European Conference, 2023

MAT-CA: a tool for Multiple Aspect Trajectory Clustering Analysis.

Yuri Santos, Ricardo Giuliani, Tarlis Tortelli Portela, Chiara Renso, Jônata Tyska Carvalho

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Methods for Enriched Mobility Data: Emerging issues and Ethical perspectives 2023, 2023

Stimming Behavior Dataset - Unifying Stereotype Behavior Dataset in the Wild.

Guilherme Ocker Ribeiro, Mateus Grellert, Jônata Tyska Carvalho

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

MAT-Tree: A Tree-Based Method for Multiple Aspect Trajectory Clustering.

Yuri Santos, Ricardo Giuliani, Vania Bogorny, Mateus Grellert, Jônata Tyska Carvalho

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

Co-designing play activities and monitoring tools with smart interactive toys to support early intervention in Autism Spectrum Disorder and comparable neurodevelopmental conditions.

Beste Özcan, Valerio Sperati, Flora Giocondo, Jônata Tyska Carvalho, Gianluca Baldassarre

Proceedings of the 22nd Annual ACM Interaction Design and Children Conference, 2023

2022

HiPerMovelets: high-performance movelet extraction for trajectory classification.

Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny

Int. J. Geogr. Inf. Sci., 2022

The Role of Environmental Variations in Evolutionary Robotics: Maximizing Performance and Robustness.

Jônata Tyska Carvalho, Stefano Nolfi

CoRR, 2022

Efficient Task Allocation in Smart Warehouses with Multi-delivery Stations and Heterogeneous Robots.

George S. Oliveira, Juha Röning, Patricia Della Méa Plentz, Jônata Tyska Carvalho

CoRR, 2022

On the Effect of Heterogeneous Robot Fleets on Smart Warehouses' Order Time, Energy, and Operating Costs.

George S. Oliveira, Jônata Tyska Carvalho, Patricia Della Méa Plentz

Proceedings of the XII Brazilian Symposium on Computing Systems Engineering, 2022

On the Impact of the Duration of Evaluation Episodes on the Evolution of Adaptive Robots.

Larissa Gremelmaier Rosa, Vitor Hugo Homem, Stefano Nolfi, Jônata Tyska Carvalho

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering.

Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny

Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

An Experimental Analysis of Smart Warehouses' Order Flow in Robot Energy Consumption.

George S. Oliveira, Jônata Tyska Carvalho, Patricia Della Méa Plentz

Proceedings of the Latin American Robotics Symposium, 2022

Efficient Task Allocation in Smart Warehouses with Multi-Delivery Stations and Heterogeneous Robots.

George S. Oliveira, Juha Röoning, Jônata Tyska Carvalho, Patricia Della Méa Plentz

Proceedings of the 25th International Conference on Information Fusion, 2022

Event Detection in Therapy Sessions for Children with Autism.

Guilherme Ocker Ribeiro, Alexandre Soli Soares, Jônata Tyska Carvalho, Mateus Grellert

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Mining frequency-based sequential trajectory co-clusters.

Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny

CoRR, 2021

Fast discovery of multidimensional subsequences for robust trajectory classification.

Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny

CoRR, 2021

Multi-Constrained Voronoi-Based Task Allocator for Smart-Warehouses.

George Oliveira, Patricia Della Méa Plentz, Jônata Tyska Carvalho

Proceedings of the 15th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2021

A novel similarity measure for multiple aspect trajectory clustering.

Iraklis Varlamis, Christos Sardianos, Vania Bogorny, Luis Otávio Alvares, Jônata Tyska Carvalho, Chiara Renso, Raffaele Perego, John Violos

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Fast Logic Optimization Using Decision Trees.

Brunno A. Abreu, Augusto Andre Souza Berndt, Isac de Souza Campos, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization.

Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa, Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification.

Tarlis Tortelli Portela, Camila Leite da Silva, Jônata Tyska Carvalho, Vania Bogorny

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

Inter-Mobile-Device Distance Estimation using Network Localization Algorithms for Digital Contact Logging Applications.

Lillian Clark, Alan Papalia, Jônata Tyska Carvalho, Luca Mastrostefano, Bhaskar Krishnamachari

CoRR, 2020

2018

Moderate Environmental Variation Across Generations Promotes the Evolution of Robust Solutions.

Nicola Milano, Jônata Tyska Carvalho, Stefano Nolfi

Artif. Life, 2018

Evolving Robust Solutions for Stochastically Varying Problems.

Jônata Tyska Carvalho, Nicola Milano, Stefano Nolfi

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Moderate Environmental Variation Promotes Adaptation in Artificial Evolution.

Nicola Milano, Jônata Tyska Carvalho, Stefano Nolfi

CoRR, 2017

Environmental variations promotes adaptation in artificial evolution.

Nicola Milano, Jônata Tyska Carvalho, Stefano Nolfi

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Favoring the evolution of adaptive robots through environmental differentiation.

Jônata Tyska Carvalho, Stefano Nolfi

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Exploiting environmental differentiation to promote evolvability in artificial evolution.

Jônata Tyska Carvalho, Stefano Nolfi

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Behavioural plasticity in evolving robots.

Jônata Tyska Carvalho, Stefano Nolfi

Theory Biosci., 2016

Affordance generation enables behavioral plasticity and cognitive offloading in evolving robots.

Jônata Tyska Carvalho, Stefano Nolfi

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2011

Hyper-Environments: A Different Way to Think about IoT.

Jônata Tyska Carvalho, Rafael Penna, Silvia Silva da Costa Botelho, Nelson Duarte Filho, Rodrigo Ruas Oliveira, Edevaldo Santos

Proceedings of the 2011 IEEE International Conference on Internet of Things (iThings) & 4th IEEE International Conference on Cyber, 2011

2009

An Automated Platform for Immersive and Collaborative Visualization of Industrial Models.

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

Proceedings of the 14th IEEE International Conference on Engineering of Complex Computer Systems, 2009