Juan Gabriel Colonna
Orcid: 0000-0002-1740-2618
According to our database1,
Juan Gabriel Colonna
authored at least 37 papers
between 2012 and 2024.
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Bibliography
2024
Oper. Res. Forum, December, 2024
J. Braz. Comput. Soc., 2024
Intell. Syst. Appl., 2024
Tasks People Prompt: A Taxonomy of LLM Downstream Tasks in Software Verification and Falsification Approaches.
CoRR, 2024
Detection of Elderly Falls in Video Streams Using Skeleton Key Points and Transformer Networks.
Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024
Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024
Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024
2023
Bag of tricks for long-tail visual recognition of animal species in camera-trap images.
Ecol. Informatics, September, 2023
Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition.
Digit. Signal Process., March, 2023
CoRR, 2023
2022
Sensors, 2022
Using amino acids co-occurrence matrices and explainability model to investigate patterns in dengue virus proteins.
BMC Bioinform., 2022
Real Time Detection of Mobile Graphical User Interface Elements Using Convolutional Neural Networks.
Proceedings of the WebMedia '22: Brazilian Symposium on Multimedia and Web, Curitiba, Brazil, November 7, 2022
2021
Short Communication: Optimally Solving the Unit-Demand Envy-Free Pricing Problem with Metric Substitutability in Cubic Time.
Algorithms, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
A Smartphone Lightweight Method for Human Activity Recognition Based on Information Theory.
Sensors, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
2018
A comparison of hierarchical multi-output recognition approaches for anuran classification.
Mach. Learn., 2018
Expert Syst. Appl., 2018
Unsupervised selection of the singular spectrum components based on information theory for bioacoustic signal filtering.
Digit. Signal Process., 2018
2017
Uma abordagem para monitoramento de anuros baseada em processamento digital de sinais bioac?sticos.
PhD thesis, 2017
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
2016
A Framework for Chainsaw Detection Using One-Class Kernel and Wireless Acoustic Sensor Networks into the Amazon Rainforest.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016
Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016
Recognizing Family, Genus, and Species of Anuran Using a Hierarchical Classification Approach.
Proceedings of the Discovery Science - 19th International Conference, 2016
Proceedings of the Advances in Artificial Intelligence, 2016
Proceedings of the Ninth International C* Conference on Computer Science & Software Engineering, 2016
2015
Expert Syst. Appl., 2015
Experimental Evaluation on Machine Learning Techniques for Human Activities Recognition in Digital Education Context.
Proceedings of the Social Computing in Digital Education - First International Workshop, 2015
2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Feature subset selection for automatically classifying anuran calls using sensor networks.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Compressive Sensing for Efficiently Collecting Wildlife Sounds with Wireless Sensor Networks.
Proceedings of the 21st International Conference on Computer Communications and Networks, 2012