John's

Papers in Referred Journals and Conferences (Page #1)

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Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances

John Paparrizos, Kaize Wu, Aaron Elmore, Christos Faloutsos, and Michael Franklin

Proceedings of the VLDB Endowment (PVLDB 2023) Journal, Volume 16, pages 2019–2032

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Choose Wisely: An Extensive Evaluation of Model Selection for Anomaly Detection in Time Series

Emmanouil Sylligardos, Paul Boniol, John Paparrizos, Panos Trahanias, and Themis Palpanas

Proceedings of the VLDB Endowment (PVLDB 2023) Journal, Volume 16, pages 3418–3432

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AMIR: Active Multimodal Interaction Recognition from Video and Network Traffic

Shinan Liu, Tarun Mangla, Ted Shaowang, Jinjin Zhao, John Paparrizos, Sanjay Krishnan, Nick Feamster

ACM International Conference on Pervasive and Ubiquitous Computing (ACM UbiComp 2023), pages 1-26

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TSB‑UAD: An End‑to‑End Benchmark Suite for Univariate Time‑Series Anomaly Detection

John Paparrizos, Yuhao Kang, Paul Boniol, Ruey Tsay, Themis Palpanas, and Michael Franklin

Proceedings of the VLDB Endowment (PVLDB 2022) Journal, Volume 15, pages 1697–1711

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Volume Under the Surface: A New Accuracy Evaluation Measure for Time‑Series Anomaly Detection

John Paparrizos, Paul Boniol, Themis Palpanas, Ruey Tsay, Aaron Elmore, and Michael J. Franklin

Proceedings of the VLDB Endowment (PVLDB 2022) Journal, Volume 15, pages 2774‑2787

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Fast Adaptive Similarity Search through Variance‑Aware Quantization

John Paparrizos, Ikraduya Edian, Chunwei Liu, Aaron Elmore, and Michael J. Franklin

38th IEEE International Conference on Data Engineering (IEEE ICDE 2022), pages 2969‑2983

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VergeDB: A Database for IoT Analytics on Edge Devices

John Paparrizos, Chunwei Liu, Bruno Barbarioli, Johnny Hwang, Ikraduya Edian, Aaron J. Elmore, et al.

11th Conference on Innovative Data Systems Research (CIDR 2021), pages 1-8

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Good to the Last Bit: Data‑Driven Encoding with CodecDB

Hao Jiang, Chunwei Liu, John Paparrizos, Andrew Chien, Jihong Ma, and Aaron Elmore

2021 ACM SIGMOD International Conference on Management of Data (ACM SIGMOD 2021), pages 843‑856

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Decomposed Bounded Floats for Fast Compression and Queries

Chunwei Liu, Hao Jiang, John Paparrizos, and Aaron Elmore

Proceedings of the VLDB Endowment (PVLDB 2021) Journal, Volume 14, pages 2586‑2598

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SAND: Streaming Subsequence Anomaly Detection

Paul Boniol, John Paparrizos, Themis Palpanas, and Michael Franklin

Proceedings of the VLDB Endowment (PVLDB 2021) Journal, Volume 14, pages 1717‑1729

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