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Dimitrios Gunopulos

Papers on DiSC'03


Efficient Aggregation over Objects with Extent

A local search mechanism for peer-to-peer networks

Efficient Indexing of Spatiotemporal Objects

Temporal Aggregation over Data Streams Using Multiple Granularities

Discovering Similar Multidimensional Trajectories

Evaluating the Utility of Statistical Phrases and Latent Semantic Indexing for Text Classification

Non-Linear Dimensionality Reduction Techniques for Classification and Visualization

Publications


Note: Links lead to the DBLP on the Web.

Dimitrios Gunopulos

51 Michalis Vazirgiannis , Maria Halkidi , Dimitrios Gunopulos: Uncertainty Handling and Quality Assessment in Data Mining. Springer 2003

50 Vana Kalogeraki , Alex Delis , Dimitrios Gunopulos: Peer-to-Peer Architectures for Scalable, Efficient and Reliable Media Services. IPDPS 2003 : 29

49 Nick Koudas , Sudipto Guha , Dimitrios Gunopulos, Divesh Srivastava , Michail Vlachos : Efficient Approximation Of Optimization Queries Under Parametric Aggregation Constraints. VLDB 2003

48 Chotirat (Ann) Ratanamahatana , Dimitrios Gunopulos: Feature Selection for the Naive Bayesian Classifier Using Decision Trees. Applied Artificial Intelligence 17 (5-6): 475-487 (2003)

47 Donghui Zhang , Dimitrios Gunopulos, Vassilis J. Tsotras , Bernhard Seeger : Temporal and spatio-temporal aggregations over data streams using multiple time granularities. Information Systems 28 (1-2): 61-84 (2003)

46 Dimitrios Gunopulos, Roni Khardon , Heikki Mannila , Sanjeev Saluja , Hannu Toivonen , Ram Sewak Sharm : Discovering all most specific sentences. TODS 28 (2): 140-174 (2003)

45 Vana Kalogeraki , Alex Delis , Dimitrios Gunopulos: Handling Multimedia Objects in Peer-to-Peer Networks. CCGRID 2002 : 438-439

44 Vana Kalogeraki , Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti : A local search mechanism for peer-to-peer networks. CIKM 2002 : 300-307

43 Dimitris Papadopoulos , George Kollios , Dimitrios Gunopulos, Vassilis J. Tsotras : Indexing Mobile Objects on the Plane. DEXA Workshops 2002 : 693-697

42 Michail Vlachos , Dimitrios Gunopulos, George Kollios : Robust Similarity Measures for Mobile Object Trajectories. DEXA Workshops 2002 : 721-728

41 Marios Hadjieleftheriou , George Kollios , Vassilis J. Tsotras , Dimitrios Gunopulos: Efficient Indexing of Spatiotemporal Objects. EDBT 2002 : 251-268

40 Donghui Zhang , Dimitrios Gunopulos, Vassilis J. Tsotras , Bernhard Seeger : Temporal Aggregation over Data Streams Using Multiple Granularities. EDBT 2002 : 646-663

39 Huiwen Wu , Dimitrios Gunopulos: Evaluating the Utility of Statistical Phrases and Latent Semantic Indexing for Text Classification. ICDM 2002 : 713-716

38 Michail Vlachos , Carlotta Domeniconi , Dimitrios Gunopulos, George Kollios , Nick Koudas : Non-linear dimensionality reduction techniques for classification and visualization. KDD 2002 : 645-651

37 Donghui Zhang , Vassilis J. Tsotras , Dimitrios Gunopulos: Efficient Aggregation over Objects with Extent. PODS 2002 : 121-132

36 Carlotta Domeniconi , Dimitrios Gunopulos: Efficient Local Flexible Nearest Neighbor Classification. SDM 2002

35 Dimitris Papadopoulos , George Kollios , Dimitrios Gunopulos, Vassilis J. Tsotras : Indexing Mobile Objects Using Duality Transforms. IEEE Data Engineering Bulletin 25 (2): 18-24 (2002)

34 Carlotta Domeniconi , Jing Peng , Dimitrios Gunopulos: Locally Adaptive Metric Nearest-Neighbor Classification. IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (9): 1281-1285 (2002)

33 George Kollios , Dimitrios Gunopulos, Nick Koudas , Stefan Berchtold : An Efficient Approximation Scheme for Data Mining Tasks. ICDE 2001 : 453-462

32 Carlotta Domeniconi , Dimitrios Gunopulos: Incremental Support Vector Machine Construction. ICDM 2001 : 589-592

31 Carlotta Domeniconi , Dimitrios Gunopulos: An Efficient Approach for Approximating Multi-dimensional Range Queries and Nearest Neighbor Classification in Large Datasets. ICML 2001 : 98-105

30 Carlotta Domeniconi , Dimitrios Gunopulos: Adaptive Nearest Neighbor Classification Using Support Vector Machines. NIPS 2001 : 665-672

29 Donghui Zhang , Alexander Markowetz , Vassilis J. Tsotras , Dimitrios Gunopulos, Bernhard Seeger : Efficient Computation of Temporal Aggregates with Range Predicates. PODS 2001

28 Aristides Gionis , Dimitrios Gunopulos, Nick Koudas : Efficient and Tunable Similar Set Retrieval. SIGMOD Conference 2001

27 Dimitrios Gunopulos, Gautam Das : Time Series Similarity Measures and Time Series Indexing. SIGMOD Conference 2001

26 Ilias Tsoukatos , Dimitrios Gunopulos: Efficient Mining of Spatiotemporal Patterns. SSTD 2001 : 425-442

25 Béla Bollobás , Gautam Das , Dimitrios Gunopulos, Heikki Mannila : Time-Series Similarity Problems and Well-Separated Geometric Sets. Nordic Journal of Computing 8 (4): 409-423 (2001)

24 Dimitrios Gunopulos, Nick Koudas : DIMACS Summer School Tutorial on New Frontiers in Data Mining. SIGMOD Record 30 (4): 94-96 (2001)

23 George Kollios , Vassilis J. Tsotras , Dimitrios Gunopulos, Alex Delis , Marios Hadjieleftheriou : Indexing Animated Objects Using Spatiotemporal Access Methods. TKDE 13 (5): 758-777 (2001)

22 Carlotta Domeniconi , Dimitrios Gunopulos, Jing Peng : Adaptive Metric nearest Neighbor Classification. CVPR 2000 : 1517-1522

21 Paul B. Chou , Edna Grossman , Dimitrios Gunopulos, Pasumarti Kamesam : Identifying prospective customers. KDD 2000 : 447-456

20 Carlotta Domeniconi , Jing Peng , Dimitrios Gunopulos: An Adaptive Metric Machine for Pattern Classification. NIPS 2000 : 458-464

19 Dimitrios Gunopulos, George Kollios , Vassilis J. Tsotras , Carlotta Domeniconi : Approximating Multi-Dimensional Aggregate Range Queries over Real Attributes. SIGMOD Conference 2000 : 463-474

18 Roberto J. Bayardo Jr. , Rakesh Agrawal , Dimitrios Gunopulos: Constraint-Based Rule Mining in Large, Dense Databases. Data Mining and Knowledge Discovery 4 (2/3): 217-240 (2000)

17 Dimitrios Gunopulos, Rajeev Rastogi : Workshop Report: 2000 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery. SIGKDD Explorations 2 (1): 83-84 (2000)

16 Roberto J. Bayardo Jr. , Rakesh Agrawal , Dimitrios Gunopulos: Constraint-Based Rule Mining in Large, Dense Databases. ICDE 1999 : 188-197

15 George Kollios , Dimitrios Gunopulos, Vassilis J. Tsotras : On Indexing Mobile Objects. PODS 1999 : 261-272

14 George Kollios , Dimitrios Gunopulos, Vassilis J. Tsotras : Nearest Neighbor Queries in a Mobile Environment. Spatio-Temporal Database Management 1999 : 119-134

13 Marios D. Dikaiakos , Dimitrios Gunopulos: FIGI: The Architecture of an Internet-Based Financial Information Gathering Infrastructure. WECWIS 1999 : 91-94

12 Rakesh Agrawal , Dimitrios Gunopulos, Frank Leymann : Mining Process Models from Workflow Logs. EDBT 1998 : 469-483

11 Rakesh Agrawal , Johannes Gehrke , Dimitrios Gunopulos, Prabhakar Raghavan : Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications. SIGMOD Conference 1998 : 94-105

10 Gautam Das , Rudolf Fleischer , Leszek Gasieniec , Dimitrios Gunopulos, Juha Kärkkäinen : Episode Matching. CPM 1997 : 12-27

9 Dimitrios Gunopulos, Heikki Mannila , Sanjeev Saluja : Discovering All Most Specific Sentences by Randomized Algorithms. ICDT 1997 : 215-229

8 Gautam Das , Dimitrios Gunopulos, Heikki Mannila : Finding Similar Time Series. PKDD 1997 : 88-100

7 Dimitrios Gunopulos, Roni Khardon , Heikki Mannila , Hannu Toivonen : Data mining, Hypergraph Transversals, and Machine Learning. PODS 1997 : 209-216

6 Béla Bollobás , Gautam Das , Dimitrios Gunopulos, Heikki Mannila : Time-Series Similarity Problems and Well-Separated Geometric Sets. Symposium on Computational Geometry 1997 : 454-456

5 David P. Dobkin , Dimitrios Gunopulos: Geometric Problems in Machine Learning. WACG 1996 : 121-132

4 David P. Dobkin , Dimitrios Gunopulos, Wolfgang Maass : Computing the Maximum Bichromatic Discrepancy with Applications to Computer Graphics and Machine Learning. JCSS 52 (3): 453-470 (1996)

3 David P. Dobkin , Dimitrios Gunopulos: Concept Learning with Geometric Hypotheses. COLT 1995 : 329-336

2 David P. Dobkin , Dimitrios Gunopulos: Computing the Rectangle Discrepancy. Symposium on Computational Geometry 1994 : 385-386

1 David P. Dobkin , Dimitrios Gunopulos, Wolfgang Maass : Computing the Maximum Bichromatic Discrepancy, with applications to Computer Graphics and Machine Learning. Electronic Colloquium on Computational Complexity (ECCC) 1 (25): (1994)




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