| A Transformer-based Framework for Multivariate Time Series Representation Learning G Zerveas, S Jayaraman, D Patel, A Bhamidipaty, C Eickhoff Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 1083 | 2021 |
| Mining relationships among interval-based events for classification D Patel, W Hsu, ML Lee Proceedings of the 2008 ACM SIGMOD international conference on Management of …, 2008 | 218 | 2008 |
| Detecting click fraud in online advertising: a data mining approach R Oentaryo, EP Lim, M Finegold, D Lo, F Zhu, C Phua, EY Cheu, GE Yap, ... The Journal of Machine Learning Research 15 (1), 99-140, 2014 | 120 | 2014 |
| AutoAI-TS: AutoAI for Time Series Forecasting SY Shah, D Patel, L Vu, XH Dang, B Chen, P Kirchner, H Samulowitz, ... Proceedings of the 2021 International Conference on Management of Data, 2584 …, 2021 | 49 | 2021 |
| Understanding the functional impact of copy number alterations in breast cancer using a network modeling approach S Srihari, M Kalimutho, S Lal, J Singla, D Patel, PT Simpson, KK Khanna, ... Molecular BioSystems 12 (3), 963-972, 2016 | 42 | 2016 |
| Incorporating duration information for trajectory classification D Patel, C Sheng, W Hsu, ML Lee 2012 IEEE 28th International Conference on Data Engineering, 1132-1143, 2012 | 40 | 2012 |
| Efficient Skyline Itemsets Mining V Goyal, A Sureka, D Patel Proceedings of the Eighth International C* Conference on Computer Science …, 2015 | 39 | 2015 |
| Industry Specific Word Embedding and its Application in Log Classification E Khabiri, WM Gifford, B Vinzamuri, D Patel, P Mazzoleni Proceedings of the 28th ACM International Conference on Information and …, 2019 | 26 | 2019 |
| Orchestration of learning and execution of model predictive control tool for manufacturing processes YM Lee, E Pring, KM Yeo, NH Nguyen, JR Kalagnanam, C Makaya, H Qi, ... US Patent 10,394,229, 2019 | 26 | 2019 |
| Orchestration of learning and execution of model predictive control tool for manufacturing processes YM Lee, E Pring, KM Yeo, NH Nguyen, JR Kalagnanam, C Makaya, H Qi, ... US Patent 10,656,631, 2020 | 25 | 2020 |
| DQA: Scalable, Automated and Interactive Data Quality Advisor S Shrivastava, D Patel, A Bhamidipaty, WM Gifford, SA Siegel, ... 2019 IEEE International Conference on Big Data (Big Data), 2913-2922, 2019 | 20 | 2019 |
| Did You Know?-Mining Interesting Trivia for Entities from Wikipedia. A Prakash, MK Chinnakotla, D Patel, P Garg IJCAI, 3164-3170, 2015 | 19 | 2015 |
| AcT: Accuracy-aware crawling techniques for cloud-crawler K Gupta, V Mittal, B Bishnoi, S Maheshwari, D Patel World Wide Web 19, 69-88, 2016 | 17 | 2016 |
| Anomalykits: Anomaly detection toolkit for time series D Patel, G Ganapavarapu, S Jayaraman, S Lin, A Bhamidipaty, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 13209 …, 2022 | 16 | 2022 |
| DQLearn: A Toolkit for Structured Data Quality Learning S Shrivastava, D Patel, N Zhou, A Iyengar, A Bhamidipaty IEEE Big Data, 2020 | 16 | 2020 |
| Top-k high utility episode mining from a complex event sequence S Rathore, S Dawar, V Goyal, D Patel Proceedings of the 21st international conference on management of data …, 2016 | 15 | 2016 |
| News Headlines: What They Can Tell Us? S Mazumder, B Bishnoi, D Patel Proceedings of the 6th IBM Collaborative Academia Research Exchange …, 2014 | 15 | 2014 |
| Incorporating duration and region association information in trajectory classification D Patel Journal of Location Based Services 7 (4), 246-271, 2013 | 15 | 2013 |
| Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0 D Patel, N Zhou, S Shrivastava, J Kalagnanam IEEE Big Data, 2020 | 13 | 2020 |
| Tide: Template-independent discourse data extraction J Barua, D Patel, V Goyal Big Data Analytics and Knowledge Discovery: 17th International Conference …, 2015 | 13 | 2015 |
Wynne HSUProfessor of Computer Science, National Univeristy of SingaporeEmail verificata su comp.nus.edu.sg
