Jônata Tyska Carvalho

Orcid: 0000-0001-9020-2076

According to our database1, Jônata Tyska Carvalho authored at least 42 papers between 2009 and 2024.

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Bibliography

2024
The Role of Morphological Variation in Evolutionary Robotics: Maximizing Performance and Robustness.
Evol. Comput., 2024

Minimalist exploration strategies for robot swarms at the edge of chaos.
CoRR, 2024

Impact on Delay, Power and Area of Machine Learning-based Approximate Logic Synthesis.
Proceedings of the 37th SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design, 2024

From Geolocated Images to Urban Region Identification and Description: a Large Language Model Approach.
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

UltraMovelets: Efficient Movelet Extraction for Multiple Aspect Trajectory Classification.
Proceedings of the Database and Expert Systems Applications, 2024

Optimizing Maritime Propeller Design with Continuous Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Using Data Mining Techniques to Understand Patterns of Suicide and Reattempt Rates in Southern Brazil.
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.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

The Effectiveness of Niching on OpenAI-Evolution Strategies in the Evolution of Robotic Behavior.
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.
Proceedings of the Genetic Programming - 26th European Conference, 2023

MAT-CA: a tool for Multiple Aspect Trajectory Clustering Analysis.
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.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

MAT-Tree: A Tree-Based Method for Multiple Aspect Trajectory Clustering.
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.
Proceedings of the 22nd Annual ACM Interaction Design and Children Conference, 2023

2022
HiPerMovelets: high-performance movelet extraction for trajectory classification.
Int. J. Geogr. Inf. Sci., 2022

The Role of Environmental Variations in Evolutionary Robotics: Maximizing Performance and Robustness.
CoRR, 2022

Efficient Task Allocation in Smart Warehouses with Multi-delivery Stations and Heterogeneous Robots.
CoRR, 2022

On the Effect of Heterogeneous Robot Fleets on Smart Warehouses' Order Time, Energy, and Operating Costs.
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.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering.
Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

An Experimental Analysis of Smart Warehouses' Order Flow in Robot Energy Consumption.
Proceedings of the Latin American Robotics Symposium, 2022

Efficient Task Allocation in Smart Warehouses with Multi-Delivery Stations and Heterogeneous Robots.
Proceedings of the 25th International Conference on Information Fusion, 2022

Event Detection in Therapy Sessions for Children with Autism.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021
Mining frequency-based sequential trajectory co-clusters.
CoRR, 2021

Fast discovery of multidimensional subsequences for robust trajectory classification.
CoRR, 2021

Multi-Constrained Voronoi-Based Task Allocator for Smart-Warehouses.
Proceedings of the 15th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2021

A novel similarity measure for multiple aspect trajectory clustering.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Fast Logic Optimization Using Decision Trees.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021


Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification.
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020
Inter-Mobile-Device Distance Estimation using Network Localization Algorithms for Digital Contact Logging Applications.
CoRR, 2020

2018
Moderate Environmental Variation Across Generations Promotes the Evolution of Robust Solutions.
Artif. Life, 2018

Evolving Robust Solutions for Stochastically Varying Problems.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Moderate Environmental Variation Promotes Adaptation in Artificial Evolution.
CoRR, 2017

Environmental variations promotes adaptation in artificial evolution.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Favoring the evolution of adaptive robots through environmental differentiation.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Exploiting environmental differentiation to promote evolvability in artificial evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Behavioural plasticity in evolving robots.
Theory Biosci., 2016

Affordance generation enables behavioral plasticity and cognitive offloading in evolving robots.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Functional Modularity Enables the Realization of Smooth and Effective Behavior Integration.
Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

2011
Hyper-Environments: A Different Way to Think about IoT.
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.
Proceedings of the 14th IEEE International Conference on Engineering of Complex Computer Systems, 2009


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