| Matrix profile I: all pairs similarity joins for time series: a unifying view that includes motifs, discords and shapelets CCM Yeh, Y Zhu, L Ulanova, N Begum, Y Ding, HA Dau, DF Silva, ... 2016 IEEE 16th international conference on data mining (ICDM), 1317-1322, 2016 | 259 | 2016 |
| Class imbalance revisited: a new experimental setup to assess the performance of treatment methods RC Prati, GE Batista, DF Silva Knowledge and Information Systems 45 (1), 247-270, 2015 | 134 | 2015 |
| Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation DF Silva, GEAPA Batista SIAM International Conference on Data Mining (SDM), 2016 | 102 | 2016 |
| Time Series Classification Using Compression Distance of Recurrence Plots DF Silva, VMA Souza, GEAPA Batista IEEE 13th International Conference on Data Mining, 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 |
| How k-nearest neighbor parameters affect its performance G Batista, DF Silva Argentine symposium on artificial intelligence, 1-12, 2009 | 66 | 2009 |
| Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile CCM Yeh, Y Zhu, L Ulanova, N Begum, Y Ding, HA Dau, Z Zimmerman, ... Data Mining and Knowledge Discovery 32 (1), 83-123, 2018 | 61 | 2018 |
| Exploring low cost laser sensors to identify flying insect species DF Silva, VMA Souza, DPW Ellis, EJ Keogh, GE Batista Journal of Intelligent & Robotic Systems 80 (1), 313-330, 2015 | 52 | 2015 |
| SiMPle: Assessing Music Similarity Using Subsequences Joins. DF Silva, CCM Yeh, GE Batista, EJ Keogh ISMIR, 23-29, 2016 | 51 | 2016 |
| Speeding up similarity search under dynamic time warping by pruning unpromising alignments DF Silva, R Giusti, E Keogh, GE Batista Data Mining and Knowledge Discovery 32 (4), 988-1016, 2018 | 41 | 2018 |
| Extracting texture features for time series classification VMA Souza, DF Silva, GE Batista 2014 22nd International Conference on Pattern Recognition, 1425-1430, 2014 | 39 | 2014 |
| Optimizing dynamic time warping’s window width for time series data mining applications HA Dau, DF Silva, F Petitjean, G Forestier, A Bagnall, A Mueen, E Keogh Data mining and knowledge discovery 32 (4), 1074-1120, 2018 | 36 | 2018 |
| Applying machine learning and audio analysis techniques to insect recognition in intelligent traps DF Silva, VMA De Souza, GE Batista, E Keogh, DPW Ellis 2013 12th International Conference on Machine Learning and Applications 1 …, 2013 | 34 | 2013 |
| Classification of Data Streams Applied to Insect Recognition: Initial Results VMA Souza, DF Silva, GE Batista Brazilian Conference on Intelligent Systems (BRACIS), 76-81, 2013 | 30 | 2013 |
| Spoken Digit Recognition in Portuguese Using Line Spectral Frequencies D Silva, V de Souza, G Batista, R Giusti Advances in Artificial Intelligence–IBERAMIA 2012, 241-250, 2012 | 28 | 2012 |
| Prefix and suffix invariant dynamic time warping DF Silva, GE Batista, E Keogh 2016 IEEE 16th International Conference on Data Mining (ICDM), 1209-1214, 2016 | 26 | 2016 |
| Classification of evolving data streams with infinitely delayed labels VMA Souza, DF Silva, GE Batista, J Gama 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015 | 26 | 2015 |
| Judicious Setting of Dynamic Time Warping’s Window Width Allows More Accurate Classification of Time Series HA Dau, DF Silva, F Petitjean, G Forestier, A Bagnall, E Keogh IEEE International Conference on Big Data, 2017 | 19 | 2017 |
| Music Shapelets for Fast Cover Song Recognition. DF Silva, VMA de Souza, GE Batista ISMIR, 441-447, 2015 | 18 | 2015 |
| A video compression-based approach to measure music structural similarity D Silva, H Papadopoulos, GE Batista, DPW Ellis 14th International Society for Music Information Retrieval Conference (ISMIR …, 2013 | 16 | 2013 |
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
