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Panagiotis Papapetrou, Ph.D. - Publications

Affiliations: 
2010 Boston University, Boston, MA, United States 
Area:
Computer Science
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28 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Bagattini F, Karlsson I, Rebane J, Papapetrou P. A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records. Bmc Medical Informatics and Decision Making. 19: 7. PMID 30630486 DOI: 10.1186/S12911-018-0717-4  0.312
2019 Karlsson I, Rebane J, Papapetrou P, Gionis A. Locally and globally explainable time series tweaking Knowledge and Information Systems. 62: 1671-1700. DOI: 10.1007/S10115-019-01389-4  0.392
2016 Zhao J, Papapetrou P, Asker L, Boström H. Learning from Heterogeneous Temporal Data in Electronic Health Records. Journal of Biomedical Informatics. PMID 27919732 DOI: 10.1016/J.Jbi.2016.11.006  0.424
2016 Kotsifakos A, Athitsos V, Papapetrou P. Query-sensitive distance measure selection for time series nearest neighbor classification Intelligent Data Analysis. 20: 5-27. DOI: 10.3233/IDA-150791  0.374
2015 Kotsifakos A, Stefan A, Athitsos V, Das G, Papapetrou P. DRESS: dimensionality reduction for efficient sequence search Data Mining and Knowledge Discovery. 29: 1280-1311. DOI: 10.1007/S10618-015-0413-2  0.53
2015 Kostakis O, Papapetrou P. Finding the longest common sub-pattern in sequences of temporal intervals Data Mining and Knowledge Discovery. 29: 1178-1210. DOI: 10.1007/S10618-015-0404-3  0.455
2015 Kotsifakos A, Karlsson I, Papapetrou P, Athitsos V, Gunopulos D. Embedding-based subsequence matching with gaps–range–tolerances: a Query-By-Humming application Vldb Journal. 24: 519-536. DOI: 10.1007/s00778-015-0387-0  0.418
2015 Jangyodsuk P, Papapetrou P, Athitsos V. Optimizing hashing functions for similarity indexing in arbitrary metric and nonmetric spaces Siam International Conference On Data Mining 2015, Sdm 2015. 828-836.  0.317
2014 Lijffijt J, Papapetrou P, Puolamäki K. Size matters: choosing the most informative set of window lengths for mining patterns in event sequences Data Mining and Knowledge Discovery. 29: 1838-1864. DOI: 10.1007/S10618-014-0397-3  0.43
2014 Henelius A, Puolamäki K, Boström H, Asker L, Papapetrou P. A peek into the black box: Exploring classifiers by randomization Data Mining and Knowledge Discovery. 28: 1503-1529. DOI: 10.1007/S10618-014-0368-8  0.343
2014 Lijffijt J, Papapetrou P, Puolamäki K. A statistical significance testing approach to mining the most informative set of patterns Data Mining and Knowledge Discovery. 28: 238-263. DOI: 10.1007/S10618-012-0298-2  0.406
2013 Kotsifakos A, Papapetrou P, Athitsos V. IBSM: Interval-based sequence matching Proceedings of the 2013 Siam International Conference On Data Mining, Sdm 2013. 596-604.  0.412
2012 Papapetrou P, Benson G, Kollios G. Mining poly-regions in DNA. International Journal of Data Mining and Bioinformatics. 6: 406-28. PMID 23155771 DOI: 10.1504/IJDMB.2012.049278  0.607
2012 Kotsifakos A, Papapetrou P, Hollméhn J, Gunopulos D, Athitsos V. A survey of query-by-humming similarity methods Acm International Conference Proceeding Series. DOI: 10.1145/2413097.2413104  0.353
2012 Kotsifakos A, Papapetrou P, Hollmén J, Gunopulos D, Athitsos V, Kollios G. Hum-a-song: A subsequence matching with gaps-range-tolerances query-by-humming system Proceedings of the Vldb Endowment. 5: 1930-1933.  0.598
2011 Papapetrou P, Athitsos V, Potamias M, Kollios G, Gunopulos D. Embedding-based subsequence matching in time-series databases Acm Transactions On Database Systems. 36. DOI: 10.1145/2000824.2000827  0.725
2011 Papapetrou P, Pizzato LA, Gionis A, Cai X, Bain M, Berkovsky S, Garriga G, Guy I, Gunopulos D, Hollmen J, Kay J, Koprinska I, Kronman U, Lappas T, Mahidadia A, et al. Preface Proceedings - Ieee International Conference On Data Mining, Icdm. xxxi-xxxii. DOI: 10.1109/ICDMW.2011.192  0.657
2011 Kostakis O, Papapetrou P, Hollmén J. ARTEMIS: Assessing the similarity of event-interval sequences Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6912: 229-244. DOI: 10.1007/978-3-642-23783-6_15  0.38
2011 Kostakis O, Papapetrou P, Hollmén J. Distance measure for querying sequences of temporal intervals Acm International Conference Proceeding Series.  0.372
2011 Kotsifakos A, Papapetrou P, Hollmén J, Gunopulos D. A subsequence matching with gaps-range-tolerances framework: A query-by-humming application Proceedings of the Vldb Endowment. 4: 761-771.  0.481
2010 Lijffijt J, Papapetrou P, Hollmén J, Athitsos V. Benchmarking Dynamic Time Warping for music retrieval Acm International Conference Proceeding Series. DOI: 10.1145/1839294.1839365  0.402
2009 Papapetrou P, Doliotis P, Athitsos V. Towards faster activity search using embeddingbased subsequence matching Acm International Conference Proceeding Series. DOI: 10.1145/1579114.1579180  0.383
2009 Papapetrou P, Kollios G, Sclaroff S, Gunopulos D. Mining frequent arrangements of temporal intervals Knowledge and Information Systems. 21: 133-171. DOI: 10.1007/S10115-009-0196-0  0.688
2009 Papapetrou P, Athitsos V, Kollios G, Gunopulos D. Reference-based alignment in large sequence databases Proceedings of the Vldb Endowment. 2: 205-216.  0.674
2008 Athitsos V, Papapetrou P, Potamias M, Kollios G, Gunopulos D. Approximate embedding-based subsequence matching of time series Proceedings of the Acm Sigmod International Conference On Management of Data. 365-378. DOI: 10.1145/1376616.1376656  0.727
2008 Athitsos V, Potamias M, Papapetrou P, Kollios G. Nearest neighbor retrieval using distance-based hashing Proceedings - International Conference On Data Engineering. 327-336. DOI: 10.1109/ICDE.2008.4497441  0.699
2006 Papapetrou P, Benson G, Kollios G. Discovering frequent poly-regions in DNA sequences Proceedings - Ieee International Conference On Data Mining, Icdm. 94-98.  0.647
2005 Papapetrou P, Kollios G, Sclaroff S, Gunopulos D. Discovering frequent arrangements of temporal intervals Proceedings - Ieee International Conference On Data Mining, Icdm. 354-361. DOI: 10.1109/ICDM.2005.50  0.66
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