| k-Shape: Efficient and Accurate Clustering of Time Series J Paparrizos, L Gravano Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015 | 1104 | 2015 |
| Fast and Accurate Time-Series Clustering J Paparrizos, L Gravano ACM Transactions on Database Systems (TODS) 42 (2), 1-49, 2017 | 260 | 2017 |
| Machine Learned Job Recommendation J Paparrizos, BB Cambazoglu, A Gionis Proceedings of the fifth ACM Conference on Recommender Systems, 325-328, 2011 | 211 | 2011 |
| Screening for pancreatic adenocarcinoma using signals from web search logs: Feasibility study and results J Paparrizos, RW White, E Horvitz Journal of Oncology Practice 12 (8), 737-744, 2016 | 158* | 2016 |
| TSB-UAD: an end-to-end benchmark suite for univariate time-series anomaly detection J Paparrizos, Y Kang, P Boniol, RS Tsay, T Palpanas, MJ Franklin Proceedings of the VLDB Endowment 15 (8), 1697-1711, 2022 | 132 | 2022 |
| SAND: streaming subsequence anomaly detection P Boniol, J Paparrizos, T Palpanas, MJ Franklin Proceedings of the VLDB Endowment 14 (10), 1717-1729, 2021 | 102 | 2021 |
| Volume under the surface: a new accuracy evaluation measure for time-series anomaly detection J Paparrizos, P Boniol, T Palpanas, RS Tsay, A Elmore, MJ Franklin Proceedings of the VLDB Endowment 15 (11), 2774-2787, 2022 | 92 | 2022 |
| The social dynamics of language change in online networks R Goel, S Soni, N Goyal, J Paparrizos, H Wallach, F Diaz, J Eisenstein International conference on social informatics, 41-57, 2016 | 89 | 2016 |
| Predicting the impact of scientific concepts using full‐text features K McKeown, H Daume III, S Chaturvedi, J Paparrizos, K Thadani, P Barrio, ... Journal of the Association for Information Science and Technology 67 (11 …, 2016 | 87 | 2016 |
| Debunking four long-standing misconceptions of time-series distance measures J Paparrizos, C Liu, AJ Elmore, MJ Franklin Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 76 | 2020 |
| VergeDB: A Database for IoT Analytics on Edge Devices. J Paparrizos, C Liu, B Barbarioli, J Hwang, I Edian, AJ Elmore, ... CIDR, 2021 | 72 | 2021 |
| GRAIL: efficient time-series representation learning J Paparrizos, MJ Franklin Proceedings of the VLDB Endowment 12 (11), 1762-1777, 2019 | 68 | 2019 |
| Band-limited training and inference for convolutional neural networks A Dziedzic*, J Paparrizos* (*equal contribution), S Krishnan, A Elmore, ... International Conference on Machine Learning, 1745-1754, 2019 | 61 | 2019 |
| Effective metadata management in federated sensor networks H Jeung, S Sarni, I Paparrizos, S Sathe, K Aberer, N Dawes, ... 2010 IEEE International Conference on Sensor Networks, Ubiquitous, and …, 2010 | 58 | 2010 |
| Good to the Last Bit: Data-Driven Encoding with CodecDB H Jiang, C Liu, J Paparrizos, AA Chien, J Ma, AJ Elmore Proceedings of the 2021 International Conference on Management of Data, 843-856, 2021 | 48 | 2021 |
| Decomposed bounded floats for fast compression and queries C Liu, H Jiang, J Paparrizos, AJ Elmore Proceedings of the VLDB Endowment 14 (11), 2586-2598, 2021 | 44 | 2021 |
| Fast Adaptive Similarity Search through Variance-Aware Quantization J Paparrizos, I Edian, C Liu, AJ Elmore, MJ Franklin 2022 IEEE 38th International Conference on Data Engineering (ICDE), 2969-2983, 2022 | 35 | 2022 |
| PIDS: attribute decomposition for improved compression and query performance in columnar storage H Jiang, C Liu, Q Jin, J Paparrizos, AJ Elmore Proceedings of the VLDB Endowment 13 (6), 925-938, 2020 | 31 | 2020 |
| Detecting devastating diseases in search logs J Paparrizos, RW White, E Horvitz Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 26 | 2016 |
| Theseus: navigating the labyrinth of time-series anomaly detection P Boniol, J Paparrizos, Y Kang, T Palpanas, RS Tsay, AJ Elmore, ... Proceedings of the VLDB Endowment 15 (12), 3702-3705, 2022 | 25* | 2022 |
Michael FranklinUniversity of ChicagoEmail được xác minh tại uchicago.edu
Aaron J ElmoreAssociate Professor at The University of ChicagoEmail được xác minh tại uchicago.edu
Themis PalpanasDistinguished Professor, University Paris Cite, French University Institute (IUF)Email được xác minh tại mi.parisdescartes.fr
Luis GravanoProfessor of Computer Science, Columbia UniversityEmail được xác minh tại cs.columbia.edu
Ryen W. WhiteGeneral Manager, Deputy Lab Director, Microsoft ResearchEmail được xác minh tại microsoft.com
Eric HorvitzMicrosoftEmail được xác minh tại microsoft.com
Aristides GionisKTH Royal Institute of Technology, and Aalto UniversityEmail được xác minh tại kth.se
Karl AbererProfessor of Computer and Communication Sciences, EPFLEmail được xác minh tại epfl.ch
Dragomir RadevProfessor, Computer Science, Yale UniversityEmail được xác minh tại yale.edu
Kathleen McKeownProfessor of Computer Science and Director, Data Science Institute, Columbia UniversityEmail được xác minh tại cs.columbia.edu
Christos FaloutsosCMUEmail được xác minh tại cs.cmu.edu