| CID: an efficient complexity-invariant distance for time series GE Batista, EJ Keogh, OM Tataw, VMA Souza Data Mining and Knowledge Discovery 28 (3), 634-669, 2014 | 235 | 2014 |
| Time Series Classification Using Compression Distance of Recurrence Plots DF Silva, VMA Souza, GEAPA Batista International Conference on Data Mining (ICDM), 687-696, 2013 | 79 | 2013 |
| Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency VMA Souza, DF Silva, J Gama, GEAPA Batista SIAM International Conference on Data Mining (SDM), 873-881, 2015 | 74 | 2015 |
| Exploring low cost laser sensors to identify flying insect species DF Silva, VMA Souza, DPW Ellis, EJ Keogh, GEAPA Batista Journal of Intelligent & Robotic Systems 80, 313, 2015 | 52 | 2015 |
| Evaluation of statistical and machine learning models for time series prediction: Identifying the state-of-the-art and the best conditions for the use of each model ARS Parmezan, VMA Souza, GE Batista Information sciences 484, 302-337, 2019 | 42 | 2019 |
| Extracting Texture Features for Time Series Classification VMA Souza, DF Silva, GEAPA Batista 22nd International Conference on Pattern Recognition (ICPR), 1425-1430, 2014 | 39 | 2014 |
| Applying Machine Learning and Audio Analysis Techniques to Insect Recognition in Intelligent Traps DF Silva, VMA Souza, GE Batista, E Keogh, DPW Ellis 12th International Conference on Machine Learning and Applications (ICMLA) 1 …, 2013 | 34 | 2013 |
| Classification of Data Streams Applied to Insect Recognition: Initial Results VMA Souza, DF Silva, GE Batista 2013 Brazilian Conference on Intelligent Systems (BRACIS), 76-81, 2013 | 30 | 2013 |
| Spoken Digit Recognition in Portuguese Using Line Spectral Frequencies DF Silva, VMA Souza, GEAPA Batista, R Giusti 13th Ibero-American Conference on Artificial Inteligence, 241-250, 2012 | 28 | 2012 |
| Classification of Evolving Data Streams with Infinitely Delayed Labels VMA Souza, DF Silva, GEAPA Batista, J Gama 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015 | 26 | 2015 |
| Music Shapelets for Fast Cover Song Recognition DF Silva, VMA Souza, GEAPA Batista International Society for Music Information Retrieval Conference (ISMIR …, 2015 | 18 | 2015 |
| An experimental analysis on time series transductive classification on graphs CAR de Sousa, VMA Souza, GEAPA Batista International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 17 | 2015 |
| Time Series Transductive Classification on Imbalanced Data Sets: An Experimental Study CA Sousa, VMA Souza, GEAPA Batista 22nd International Conference on Pattern Recognition (ICPR), 3780-3785, 2014 | 16 | 2014 |
| Asfault: A low-cost system to evaluate pavement conditions in real-time using smartphones and machine learning VMA Souza, R Giusti, AJL Batista Pervasive and Mobile Computing, 2018 | 15 | 2018 |
| Automatic classification of drum sounds with indefinite pitch VMA Souza, GEAPA Batista, NE Souza-Filho International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 15 | 2015 |
| Asphalt pavement classification using smartphone accelerometer and Complexity Invariant Distance VMA Souza Engineering Applications of Artificial Intelligence 74, 198 - 211, 2018 | 14 | 2018 |
| Effective Insect Recognition Using a Stacked Autoencoder with Maximum Correntropy Criterion Y Qi, GT Cinar, VMA Souza, GEAPA Batista, Y Wang, JC Principe International Joint Conference on Neural Networks (IJCNN), 2015 | 14 | 2015 |
| A coherence analysis module for SciPo: providing suggestions for scientific abstracts written in Portuguese VMA Souza, VD Feltrim Journal of the Brazilian Computer Society, 1-15, 2013 | 10 | 2013 |
| A comparative study between MFCC and LSF coefficients in automatic recognition of isolated digits pronounced in Portuguese and English DF Silva, VMA Souza, GEAPA Batista Acta Scientiarum. Technology 35 (4), 621-628, 2013 | 9 | 2013 |
| Image processing in mobile devices to classify pressure injuries CM Tibes, EA Cherman, VMA Souza, YDM Évora, SH Zem-Mascarenhas Journal of Nursing UFPE on line 10 (11), 3840-3847, 2016 | 7* | 2016 |
Gustavo Enrique de Almeida Prado Al...Associate Professor, School of Computer Science and Engineering, University of New South WalesVerified email at cse.unsw.edu.au
