Carlos Nascimento Silla Jr.
Orcid: 0000-0002-1603-9378Affiliations:
- Pontifical Catholic University of Paraná, Brazil
According to our database1,
Carlos Nascimento Silla Jr.
authored at least 73 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
A Clustering-Based Computational Model to Group Students With Similar Programming Skills From Automatic Source Code Analysis Using Novel Features.
IEEE Trans. Learn. Technol., 2024
2023
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023
Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023
An Investigation of Different Positive and Negative Training Policies for the Task of Hierarchical Music Genre Classification.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023
Learning Game Programming Through Narrative, Sound Effects, and Music in Text-Based Games: A Creative Approach to Digital Game Education.
Proceedings of the IEEE Frontiers in Education Conference, 2023
Bringing More Girls to STEM: Initiatives within the Frontiers in Education Conference.
Proceedings of the IEEE Frontiers in Education Conference, 2023
2022
Multim. Tools Appl., 2022
2021
Toward hierarchical classification of imbalanced data using random resampling algorithms.
Inf. Sci., 2021
Handling imbalance in hierarchical classification problems using local classifiers approaches.
Data Min. Knowl. Discov., 2021
Teaching Entrepreneurship for Computer Science and Engineering Students Using Active Learning Pedagogical Strategies.
Proceedings of the IEEE Frontiers in Education Conference, 2021
Using Discord as an Extension of the Emergency Remote Teaching Classroom during the COVID-19 pandemic.
Proceedings of the IEEE Frontiers in Education Conference, 2021
An Analysis of Feature Selection Techniques For COVID-19 Detection on Chest X-Ray Data.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Analyzing the Impact of Resampling Approaches on Chest X-Ray Images for COVID-19 Identification in a Local Hierarchical Classification Scenario.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
2020
Neurocomputing, 2020
EURASIP J. Audio Speech Music. Process., 2020
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios.
Comput. Methods Programs Biomed., 2020
Proceedings of the IEEE International Symposium on Multimedia, 2020
Evaluation of students programming skills on a computer programming course with a hierarchical clustering algorithm.
Proceedings of the IEEE Frontiers in Education Conference, 2020
2019
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019
Recent Studies About Teaching Algorithms (CS1) and Data Structures (CS2) for Computer Science Students.
Proceedings of the IEEE Frontiers in Education Conference, 2019
2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Dealing with Imbalanceness in Hierarchical Multi-Label Datasets Using Multi-Label Resampling Techniques.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018
A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018
Proceedings of the IEEE Frontiers in Education Conference, 2018
Teaching Algorithms for Visually Impaired and Blind Students using Physical Flowcharts and Screen Readers.
Proceedings of the IEEE Frontiers in Education Conference, 2018
2017
Pattern Recognit. Lett., 2017
An evaluation of Convolutional Neural Networks for music classification using spectrograms.
Appl. Soft Comput., 2017
An investigation of the hoeffding adaptive tree for the problem of network intrusion detection.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
2016
An Evaluation of Different Evolutionary Approaches Applied in the Process of Automatic Transcription of Music Scores into Tablatures.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016
jOthelloT: A java-based open source Othello framework for artificial intelligence undergraduate classes.
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016
2015
Aplicação do Rank-Based Ant System ao problema de múltiplos caixeiros viajantes no atendimento de ordens de serviço nas empresas de distribuição de energia elétrica.
Braz. J. Inf. Syst., 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Adicionando informações estruturadas ao Bulário Eletrônico da ANVISA [Adding structured information to the ANVISA's "Bulario Eletronico"].
Proceedings of the annual conference on Brazilian Symposium on Information Systems, 2015
Aplicação da otimização por colônia de formigas ao problema de múltiplos caixeiros viajantes no atendimento de ordens de serviço nas empresas de distribuição de energia elétrica [Applying a variation of the ant colony optimization algorithm to solve the multiple traveling salesmen problem to route the teams of the electric power distribution companies].
Proceedings of the annual conference on Brazilian Symposium on Information Systems, 2015
Comparative Study of Genetic Algorithm and Ant Colony Optimization Algorithm Performances for the Task of Guitar Tablature Transcription.
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
2014
Proceedings of the Natural Language Processing and Information Systems, 2014
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014
2013
An evaluation of global-model hierarchical classification algorithms for hierarchical classification problems with single path of labels.
Comput. Math. Appl., 2013
Proceedings of the IEEE International Conference on Systems, 2013
An Evaluation of Symbolic Feature Sets and Their Combination for Music Genre Classification.
Proceedings of the IEEE International Conference on Systems, 2013
2011
Novel approaches for hierarchical classification with case studies in protein function prediction.
PhD thesis, 2011
Selecting different protein representations and classification algorithms in hierarchical protein function prediction.
Intell. Data Anal., 2011
Data Min. Knowl. Discov., 2011
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
2010
On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections.
Signal Process., 2010
Improving automatic music genre classification with hybrid content-based feature vectors.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
2009
Int. J. Semantic Comput., 2009
Novel Top-Down Approaches for Hierarchical Classification and Their Application to Automatic Music Genre Classification.
Proceedings of the IEEE International Conference on Systems, 2009
A Global-Model Naive Bayes Approach to the Hierarchical Prediction of Protein Functions.
Proceedings of the ICDM 2009, 2009
2008
J. Braz. Comput. Soc., 2008
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008
2007
Proceedings of the IEEE International Conference on Systems, 2007
2006
Proceedings of the Advances in Artificial Intelligence, 2006
A Comparative Evaluation of a New Unsupervised Sentence Boundary Detection Approach on Documents in English and Portuguese.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2006
2004
Proceedings of the Advances in Artificial Intelligence - SBIA 2004, 17th Brazilian Symposium on Artificial Intelligence, São Luis, Maranhão, Brazil, September 29, 2004
Proceedings of the Advances in Artificial Intelligence, 2004
An Analysis of Sentence Boundary Detection Systems for English and Portuguese Documents.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2004