| 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 | 839 | 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, 247-270, 2015 | 226 | 2015 |
| 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, 83-123, 2018 | 169 | 2018 |
| Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation DF Silva, GEAPA Batista SIAM International Conference on Data Mining (SDM), 2016 | 167 | 2016 |
| How k-nearest neighbor parameters affect its performance G Batista, DF Silva Argentine symposium on artificial intelligence, 1-12, 2009 | 144 | 2009 |
| 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 | 134 | 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 | 125 | 2015 |
| 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, 988-1016, 2018 | 113 | 2018 |
| Toxic language detection in social media for Brazilian Portuguese: New dataset and multilingual analysis JA Leite, DF Silva, K Bontcheva, C Scarton arXiv preprint arXiv:2010.04543, 2020 | 111 | 2020 |
| 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, 1074-1120, 2018 | 98 | 2018 |
| Exploring Low Cost Laser Sensors to Identify Flying Insect Species: Evaluation of Machine Learning and Signal Processing Methods DF Silva, VMA Souza, DPW Ellis, EJ Keogh, GE Batista Journal of Intelligent & Robotic Systems 80, 313-330, 2015 | 88 | 2015 |
| 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 | 69 | 2013 |
| Extracting texture features for time series classification VMA Souza, DF Silva, GE Batista 2014 22nd International Conference on Pattern Recognition, 1425-1430, 2014 | 64 | 2014 |
| SiMPle: Assessing Music Similarity Using Subsequences Joins. DF Silva, CCM Yeh, GE Batista, EJ Keogh ISMIR, 23-29, 2016 | 60 | 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 | 56 | 2015 |
| 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 | 53* | 2013 |
| 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 | 45 | 2016 |
| The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code Y Zhu, S Gharghabi, DF Silva, HA Dau, CCM Yeh, N Shakibay Senobari, ... Data Mining and Knowledge Discovery 34, 949-979, 2020 | 43 | 2020 |
| Fast similarity matrix profile for music analysis and exploration DF Silva, CCM Yeh, Y Zhu, GE Batista, E Keogh IEEE Transactions on Multimedia 21 (1), 29-38, 2018 | 42 | 2018 |
| Classifying and counting with recurrent contexts D Moreira dos Reis, A Maletzke, DF Silva, GE Batista Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 34 | 2018 |
Gustavo Enrique BatistaAssociate Professor, School of Computer Science and Engineering, University of New South WalesVerified email at cse.unsw.edu.au
