Publications by Panagiotis Papapetrou

2012

25Panagiotis Papapetrou, Gary Benson, and George Kollios. Mining poly-regions in DNA. In International Journal of Data Mining and Bioinformatics (IJDMB). INDERSCIENCE, 2012.
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2011

24Alexios Kotsifakos, Vassilis Athitsos, Panagiotis Papapetrou, Jaakko Hollmén, and Dimitrios Gunopulos. Model-based search in large time series databases. In Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA). ACM, May 2011.
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23Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki, and Heikki Mannila. Analyzing word frequencies in large text corpora using inter-arrival times and bootstrapping. In Proceedings of the European Conference of Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML PKDD). ACM, 2011.
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22Panagiotis Papapetrou, Aristides Gionis, and Heikki Mannila. A shapley-value approach for influence attribution. In Proceedings of the European Conference of Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML PKDD). ACM, 2011.
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21Orestis Kostakis, Panagiotis Papapetrou, and Jaakko Hollmén. Distance measure for querying arrangements of temporal intervals. In Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA), 2011.
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20Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, and Dimitrios Gunopulos. A subsequence matching with gaps-range-tolerances framework: A query-by-humming application. Proceedings of the Very Large Database Endowment (PVLDB), 2011.
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19Orestis Kostakis, Panagiotis Papapetrou, and Jaakko Hollmén. Artemis: Assessing the similarity of event-interval sequences. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2011.
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18Panagiotis Papapetrou, Vassilis Athitsos, Michalis Potamias, George Kollios, and Dimitrios Gunopulos. Embedding-based subsequence matching in time series databases. In ACM Transactions on Database Systems (TODS). ACM, 2011.
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2010

17Kai Puolamäki, Panagiotis Papapetrou, and Jefrey Lijffijt. Visually controllable data mining methods. In IEEE International Conference on Data Mining Workshops. IEEE, December 2010.
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16Jefrey Lijffijt, Panagiotis Papapetrou, Jaakko Hollmén, and Vassilis Athitsos. Benchmarking dynamic time warping for music retrieval. In Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA), number 59 in ACM International Conference Proceedings Series. ACM, June 2010.
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15Jefrey Lijffijt, Panagiotis Papapetrou, and Jaakko Hollmén. Tracking your steps on the track: Body sensor recordings of a controlled walking experiment. In Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA), number 58 in ACM International Conference Proceedings Series. ACM, June 2010.
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14Kai Puolamäki, Alessio Bertone, Roberto Theron, Otto Huisman, Jimmy Johansson, Silvia Miksch, Panagiotis Papapetrou, and Salvo Rinzivillo. Mastering the Information Age Solving Problems with Visual Analytics, chapter Data Mining, pages 39–56. Eurographics Association, 2010.
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13Jefrey Lijffijt, Panagiotis Papapetrou, Niko Vuokko, and Kai Puolamäki. The smallest set of constraints that explains the data: a randomization approach. Technical Report TKK-ICS-R31, TKK Reports in Information and Computer Science, Espoo, 2010.
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2009

12Panagiotis Papapetrou. Embedding-based subsequence matching in large sequence databases. Doctor of Philosophy Thesis, 2009.
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11Panagiotis Papapetrou, Vassilis Athitsos, George Kollios, and Dimitrios Gunopulos. Reference-based alignment in large sequence databases. Proceedings of the Very Large Databases Endowment (PVLDB), 2(1):205–216, 2009.
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10Panagiotis Papapetrou, George Kollios, Stan Sclaroff, and Dimitrios Gunopulos. Mining frequent arrangements of temporal intervals. Knowledge and Information Systems (KAIS), 21(2), 2009.
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9Panagiotis Papapetrou, Paul Doliotis, and Vassilis Athitsos. Towards faster activity search using embedding-based subsequence matching. In Proceedings of the International Conference on PErvasive Technologies Related to Assistive Environments (PETRA). ACM, 2009.
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2008

8Panagiotis Papapetrou, Gary Benson, and George Kollios. Generalized methods for discovering frequent poly-regions in dna. Technical Report, 2008.
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7Vassilis Athitsos, Michalis Potamias, Panagiotis Papapetrou, and George Kollios. Nearest neighbor retrieval using distance-based hashing. In Proceedings of the IEEE International Conference on Data Engineering (ICDE). IEEE, 2008.
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6Vassilis Athitsos, Panagiotis Papapetrou, Michalis Potamias, George Kollios, and Dimitrios Gunopulos. Approximate embedding-based subsequence matching of time series. In Proceedings of the ACM Special Interest Group On Management Of Data (SIGMOD). ACM, 2008.
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2007

5Panagiotis Papapetrou. Constrained-based mining of frequent arrangements of temporal intervals. Master of Arts Thesis, 2007.
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2006

4Ching Chang, Raymond Sweha, and Panagiotis Papapetrou. Extending snbench to support a graphical programming interface for a sensor network tasking language (step). Technical Report, 2006.
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3Panagiotis Papapetrou, Gary Benson, and George Kollios. Discovering frequent poly-regions in dna sequences. In International Workshop on Data Mining in Bioinformatics (IWDMB), International Conference on Data Mining (ICDM). IEEE, 2006.
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2005

2Panagiotis Papapetrou, George Kollios, Stan Sclaroff, and Dimitrios Gunopulos. Discovering frequent arrangements of temporal intervals. In Proceedings of the IEEE International Conference on Data Mining (ICDM). IEEE, 2005.
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2003

1Panagiotis Papapetrou. Discovering aggregate usage profiles using clustering methods. B.Sc. Thesis, 2003.
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