Jônata Tyska Carvalho

51 papers A 2B 7C 3Misc 3Journal 15Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Analyzing parliamentary voting dynamics using multiple aspects trajectory clustering approach. EPJ Data Sci. Yuri Santos, Tarlis Tortelli Portela, Marcus Torres, Jonathan Cardoso-Silva, Jônata Tyska Carvalho
2025	B	`conf`	Interaction Detection in Images of Therapy Sessions with Children with Autism Spectrum Disorder. CBMS Brenda Caroline Santos Mendes, Jônata Tyska Carvalho, Mateus Grellert
2025	J	`jnl`	LLMs for sensory-motor control: Combining in-context and iterative learning. CoRR Jônata Tyska Carvalho, Stefano Nolfi
2025	A	`conf`	Minimalist exploration strategies for robot swarms at the edge of chaos. GECCO Vinicius Sartorio, Luigi Feola, Vito Trianni, Jônata Tyska Carvalho
2024	—	`conf`	Detecting Fraud in Public Procurement: A GMM-Based Approach to Analyzing Tender Data. SBBD Fernando Augusto Schmitz, Lívia Ferrão, Matheus Machado dos Santos, Márcio Castro, Jônata Tyska Carvalho
2024	—	`conf`	From Geolocated Images to Urban Region Identification and Description: a Large Language Model Approach. SIGSPATIAL/GIS Guido Rocchietti, Chiara Pugliese, Gabriel Sartori Rangel, Jônata Tyska Carvalho
2024	—	`conf`	Impact on Delay, Power and Area of Machine Learning-based Approximate Logic Synthesis. SBCCI João Carlos Prats Ramos, Naiara Sachetti, Augusto Andre Souza Berndt, Jônata Tyska Carvalho, Cristina Meinhardt
2024	—	`conf`	Improving Short-Content Misinformation Detection Using Multiple Aspect Trajectories Classification Techniques. BRACIS (2) Juan Pablo Chavarro Sanchez, Tarlis Tortelli Portela, Jônata Tyska Carvalho
2024	J	`jnl`	Minimalist exploration strategies for robot swarms at the edge of chaos. CoRR Vinicius Sartorio, Luigi Feola, Emanuel Estrada, Vito Trianni, Jônata Tyska Carvalho
2024	B	`conf`	Optimizing Maritime Propeller Design with Continuous Evolutionary Algorithms. CEC Joe Jonas Vogel, Paulo Barbato Fogaça de Almeida, Paulo Lilles Jorge Drews Junior, Crístofer Hood Marques, Jônata Tyska Carvalho
2024	—	`conf`	Performance Variability of Machine Learning Models using Limited Data for Collusion Detection: A Case Study of the Brazilian Car Wash Operation. SBBD Everton Schneider dos Santos, Matheus Machado dos Santos, Márcio Castro, Jônata Tyska Carvalho
2024	J	`jnl`	The Role of Morphological Variation in Evolutionary Robotics: Maximizing Performance and Robustness. Evol. Comput. Jônata Tyska Carvalho, Stefano Nolfi
2024	—	`conf`	UltraMovelets: Efficient Movelet Extraction for Multiple Aspect Trajectory Classification. DEXA (2) Tarlis Tortelli Portela, Vanessa Lago Machado, Jônata Tyska Carvalho, Vania Bogorny, Anna Bernasconi, Chiara Renso
2024	—	`conf`	Using Data Mining Techniques to Understand Patterns of Suicide and Reattempt Rates in Southern Brazil. BIOSTEC (2) Caibe A. Pereira, Rômulo C. R. Peixoto, Manuella P. Kaster, Mateus Grellert, Jônata Tyska Carvalho
2023	B	`conf`	Adaptive Batch Size CGP: Improving Accuracy and Runtime for CGP Logic Optimization Flow. EuroGP Bryan Martins Lima, Naiara Sachetti, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho
2023	Misc	`conf`	Co-designing play activities and monitoring tools with smart interactive toys to support early intervention in Autism Spectrum Disorder and comparable neurodevelopmental conditions. IDC Beste Özcan, Valerio Sperati, Flora Giocondo, Jônata Tyska Carvalho, Gianluca Baldassarre
2023	—	`conf`	MAT-CA: a tool for Multiple Aspect Trajectory Clustering Analysis. EMODE@SIGSPATIAL Yuri Santos, Ricardo Giuliani, Tarlis Tortelli Portela, Chiara Renso, Jônata Tyska Carvalho
2023	—	`conf`	MAT-Tree: A Tree-Based Method for Multiple Aspect Trajectory Clustering. BRACIS (1) Yuri Santos, Ricardo Giuliani, Vania Bogorny, Mateus Grellert, Jônata Tyska Carvalho
2023	—	`conf`	On the Impact of ECG Data Quality for Arrhythmia Detection Using Convolutional Neural Networks and Wearable Devices. SSCI Juan Manuel Sancho, Jônata Tyska Carvalho
2023	B	`conf`	Stimming Behavior Dataset - Unifying Stereotype Behavior Dataset in the Wild. CBMS Guilherme Ocker Ribeiro, Mateus Grellert, Jônata Tyska Carvalho
2023	—	`conf`	The Effectiveness of Niching on OpenAI-Evolution Strategies in the Evolution of Robotic Behavior. GECCO Companion Arthur Holtrup Bianchini, Brenda Silva Machado, Jônata Tyska Carvalho
2022	—	`conf`	An Experimental Analysis of Smart Warehouses' Order Flow in Robot Energy Consumption. LARS/SBR/WRE George S. Oliveira, Jônata Tyska Carvalho, Patricia Della Méa Plentz
2022	C	`conf`	Efficient Task Allocation in Smart Warehouses with Multi-Delivery Stations and Heterogeneous Robots. FUSION George S. Oliveira, Juha Röoning, Jônata Tyska Carvalho, Patricia Della Méa Plentz
2022	J	`jnl`	Efficient Task Allocation in Smart Warehouses with Multi-delivery Stations and Heterogeneous Robots. CoRR George S. Oliveira, Juha Röning, Patricia Della Méa Plentz, Jônata Tyska Carvalho
2022	—	`conf`	Event Detection in Therapy Sessions for Children with Autism. BRACIS (2) Guilherme Ocker Ribeiro, Alexandre Soli Soares, Jônata Tyska Carvalho, Mateus Grellert
2022	J	`jnl`	HiPerMovelets: high-performance movelet extraction for trajectory classification. Int. J. Geogr. Inf. Sci. Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny
2022	—	`conf`	On the Effect of Heterogeneous Robot Fleets on Smart Warehouses' Order Time, Energy, and Operating Costs. SBESC George S. Oliveira, Jônata Tyska Carvalho, Patricia Della Méa Plentz
2022	—	`conf`	On the Impact of the Duration of Evaluation Episodes on the Evolution of Adaptive Robots. PPSN (1) Larissa Gremelmaier Rosa, Vitor Hugo Homem, Stefano Nolfi, Jônata Tyska Carvalho
2022	B	`conf`	SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering. MDM Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny
2022	J	`jnl`	The Role of Environmental Variations in Evolutionary Robotics: Maximizing Performance and Robustness. CoRR Jônata Tyska Carvalho, Stefano Nolfi
2021	Misc	`conf`	A novel similarity measure for multiple aspect trajectory clustering. SAC Iraklis Varlamis, Christos Sardianos, Vania Bogorny, Luis Otávio Alvares, Jônata Tyska Carvalho, Chiara Renso, Raffaele Perego, John Violos
2021	C	`conf`	Fast Logic Optimization Using Decision Trees. ISCAS Brunno A. Abreu, Augusto Andre Souza Berndt, Isac de Souza Campos, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi
2021	—	`conf`	Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification. BRACIS (1) Tarlis Tortelli Portela, Camila Leite da Silva, Jônata Tyska Carvalho, Vania Bogorny
2021	J	`jnl`	Fast discovery of multidimensional subsequences for robust trajectory classification. CoRR Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny
2021	A	`conf`	Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. DATE 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
2021	J	`jnl`	Mining frequency-based sequential trajectory co-clusters. CoRR Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny
2021	Misc	`conf`	Multi-Constrained Voronoi-Based Task Allocator for Smart-Warehouses. SACI George Oliveira, Patricia Della Méa Plentz, Jônata Tyska Carvalho
2020	J	`jnl`	Inter-Mobile-Device Distance Estimation using Network Localization Algorithms for Digital Contact Logging Applications. CoRR Lillian Clark, Alan Papalia, Jônata Tyska Carvalho, Luca Mastrostefano, Bhaskar Krishnamachari
2020	J	`jnl`	Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. CoRR 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 Jr., 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
2019	J	`jnl`	Detection of fraud in public procurement using data-driven methods: a systematic mapping study. EPJ Data Sci. Everton Schneider dos Santos, Matheus Machado dos Santos, Márcio Castro, Jônata Tyska Carvalho
2018	B	`conf`	Evolving Robust Solutions for Stochastically Varying Problems. CEC Jônata Tyska Carvalho, Nicola Milano, Stefano Nolfi
2018	J	`jnl`	Moderate Environmental Variation Across Generations Promotes the Evolution of Robust Solutions. Artif. Life Nicola Milano, Jônata Tyska Carvalho, Stefano Nolfi
2017	—	`conf`	Environmental variations promotes adaptation in artificial evolution. SSCI Nicola Milano, Jônata Tyska Carvalho, Stefano Nolfi
2017	—	`conf`	Exploiting environmental differentiation to promote evolvability in artificial evolution. GECCO (Companion) Jônata Tyska Carvalho, Stefano Nolfi
2017	—	`conf`	Favoring the evolution of adaptive robots through environmental differentiation. SSCI Jônata Tyska Carvalho, Stefano Nolfi
2017	J	`jnl`	Moderate Environmental Variation Promotes Adaptation in Artificial Evolution. CoRR Nicola Milano, Jônata Tyska Carvalho, Stefano Nolfi
2016	—	`conf`	Affordance generation enables behavioral plasticity and cognitive offloading in evolving robots. SSCI Jônata Tyska Carvalho, Stefano Nolfi
2016	J	`jnl`	Behavioural plasticity in evolving robots. Theory Biosci. Jônata Tyska Carvalho, Stefano Nolfi
2016	C	`conf`	Functional Modularity Enables the Realization of Smooth and Effective Behavior Integration. ALIFE Stefano Nolfi, Jônata Tyska Carvalho
2011	—	`conf`	Hyper-Environments: A Different Way to Think about IoT. iThings/CPSCom Jônata Tyska Carvalho, Rafael Penna, Silvia Silva da Costa Botelho, Nelson Duarte Filho, Rodrigo Ruas Oliveira, Edevaldo Santos
2009	B	`conf`	An Automated Platform for Immersive and Collaborative Visualization of Industrial Models. ICECCS 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