
| 2007 | ||
|---|---|---|
| 108 | EE | Dhiman Barman, Flip Korn, Divesh Srivastava, Dimitrios Gunopulos, Neal E. Young, Deepak Agarwal: Parsimonious Explanations of Change in Hierarchical Data. ICDE 2007: 1273-1275 |
| 107 | EE | Deepak Agarwal, Dhiman Barman, Dimitrios Gunopulos, Neal E. Young, Flip Korn, Divesh Srivastava: Efficient and effective explanation of change in hierarchical summaries. KDD 2007: 6-15 |
| 106 | Themis Palpanas, Vana Kalogeraki, Dimitrios Gunopulos: Online Distribution Estimation for Streaming Data: Framework and Applications. SEBD 2007: 430-438 | |
| 105 | EE | Song Lin, Benjamin Arai, Dimitrios Gunopulos: Reliable Hierarchical Data Storage in Sensor Networks. SSDBM 2007: 26 |
| 104 | EE | Gautam Das, Dimitrios Gunopulos, Nick Koudas, Nikos Sarkas: Ad-hoc Top-k Query Answering for Data Streams. VLDB 2007: 183-194 |
| 103 | EE | Benjamin Arai, Gautam Das, Dimitrios Gunopulos, Nick Koudas: Anytime Measures for Top-k Algorithms. VLDB 2007: 914-925 |
| 102 | EE | Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma, Bojun Yan, Muna Al-Razgan, Dimitris Papadopoulos: Locally adaptive metrics for clustering high dimensional data. Data Min. Knowl. Discov. 14(1): 63-97 (2007) |
| 101 | EE | Benjamin Arai, Gautam Das, Dimitrios Gunopulos, Vana Kalogeraki: Efficient Approximate Query Processing in Peer-to-Peer Networks. IEEE Trans. Knowl. Data Eng. 19(7): 919-933 (2007) |
| 100 | EE | Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos: pFusion: A P2P Architecture for Internet-Scale Content-Based Search and Retrieval. IEEE Trans. Parallel Distrib. Syst. 18(6): 804-817 (2007) |
| 99 | EE | Sharmila Subramaniam, Vana Kalogeraki, Dimitrios Gunopulos, Fabio Casati, Malú Castellanos, Umeshwar Dayal, Mehmet Sayal: Improving process models by discovering decision points. Inf. Syst. 32(7): 1037-1055 (2007) |
| 98 | EE | Vana Kalogeraki, Demetrios Zeinalipour-Yazti, Dimitrios Gunopulos, Alex Delis: Distributed middleware architectures for scalable media services. J. Network and Computer Applications 30(1): 209-243 (2007) |
| 97 | EE | Roberto Bayardo, Kristin P. Bennett, Gautam Das, Dimitrios Gunopulos, Johannes Gunopulos: Introduction to special issue ACM SIGKDD 2006. TKDD 1(3): (2007) |
| 2006 | ||
| 96 | Tina Eliassi-Rad, Lyle H. Ungar, Mark Craven, Dimitrios Gunopulos: Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006 ACM 2006 | |
| 95 | EE | Demetrios Zeinalipour-Yazti, Song Lin, Dimitrios Gunopulos: Distributed spatio-temporal similarity search. CIKM 2006: 14-23 |
| 94 | EE | Benjamin Arai, Gautam Das, Dimitrios Gunopulos, Vana Kalogeraki: Approximating Aggregation Queries in Peer-to-Peer Networks. ICDE 2006: 42 |
| 93 | Sharmila Subramaniam, Vana Kalogeraki, Dimitrios Gunopulos: Business Processes: Behavior Prediction and Capturing Reasons for Evolution. ICEIS (3) 2006: 3-10 | |
| 92 | EE | Maria Halkidi, Vana Kalogeraki, Dimitrios Gunopulos, Dimitris Papadopoulos, Demetrios Zeinalipour-Yazti, Michail Vlachos: Efficient Online State Tracking Using Sensor Networks. MDM 2006: 24 |
| 91 | EE | Sharmila Subramaniam, Themis Palpanas, Dimitris Papadopoulos, Vana Kalogeraki, Dimitrios Gunopulos: Online Outlier Detection in Sensor Data Using Non-Parametric Models. VLDB 2006: 187-198 |
| 90 | EE | Gautam Das, Dimitrios Gunopulos, Nick Koudas, Dimitris Tsirogiannis: Answering Top-k Queries Using Views. VLDB 2006: 451-462 |
| 89 | EE | Song Lin, Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos, Walid A. Najjar: Efficient indexing data structures for flash-based sensor devices. TOS 2(4): 468-503 (2006) |
| 88 | EE | Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn J. Keogh: Indexing Multidimensional Time-Series. VLDB J. 15(1): 1-20 (2006) |
| 87 | EE | Marios Hadjieleftheriou, George Kollios, Vassilis J. Tsotras, Dimitrios Gunopulos: Indexing spatiotemporal archives. VLDB J. 15(2): 143-164 (2006) |
| 2005 | ||
| 86 | EE | Song Lin, Dimitrios Gunopulos, Stefano Lonardi, Vana Kalogeraki: Applying LVQ Techniques to Compress Historical Information in Sensor Networks. DCC 2005: 468 |
| 85 | EE | Nitin Kumar, Dimitrios Gunopulos, Vana Kalogeraki: Sensor Network Coverage Restoration. DCOSS 2005: 409-409 |
| 84 | EE | Demetrios Zeinalipour-Yazti, Song Lin, Vana Kalogeraki, Dimitrios Gunopulos, Walid A. Najjar: MicroHash: An Efficient Index Structure for Flash-Based Sensor Devices. FAST 2005 |
| 83 | EE | Amir Soheili, Vana Kalogeraki, Dimitrios Gunopulos: Spatial queries in sensor networks. GIS 2005: 61-70 |
| 82 | EE | Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos, Walid A. Najjar: Data Acquisition in Sensor Networks with Large Memories. ICDE Workshops 2005: 1188 |
| 81 | EE | Panagiotis Papapetrou, George Kollios, Stan Sclaroff, Dimitrios Gunopulos: Discovering Frequent Arrangements of Temporal Intervals. ICDM 2005: 354-361 |
| 80 | EE | Maria Halkidi, Dimitrios Gunopulos, Nitin Kumar, Michalis Vazirgiannis, Carlotta Domeniconi: A Framework for Semi-Supervised Learning Based on Subjective and Objective Clustering Criteria. ICDM 2005: 637-640 |
| 79 | EE | Jessica Lin, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos, Jian-Wei Liu, Shou-Jian Yu, Jia-Jin Le: A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams. PAKDD 2005: 333-342 |
| 78 | EE | Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos, A. Mitra, Anirban Banerjee, Walid A. Najjar: Towards In-Situ Data Storage in Sensor Databases. Panhellenic Conference on Informatics 2005: 36-46 |
| 77 | EE | Song Lin, Dimitrios Gunopulos, Vana Kalogeraki, Stefano Lonardi: A Data Compression Technique for Sensor Networks with Dynamic Bandwidth Allocation. TIME 2005: 186-188 |
| 76 | Michail Vlachos, Marios Hadjieleftheriou, Eamonn J. Keogh, Dimitrios Gunopulos: Indexing Multi-Dimensional Trajectories for Similarity Queries. Spatial Databases 2005: 107-128 | |
| 75 | Chotirat (Ann) Ratanamahatana, Jessica Lin, Dimitrios Gunopulos, Eamonn J. Keogh, Michail Vlachos, Gautam Das: Mining Time Series Data. The Data Mining and Knowledge Discovery Handbook 2005: 1069-1103 | |
| 74 | EE | Rakesh Agrawal, Johannes Gehrke, Dimitrios Gunopulos, Prabhakar Raghavan: Automatic Subspace Clustering of High Dimensional Data. Data Min. Knowl. Discov. 11(1): 5-33 (2005) |
| 73 | EE | Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos: Exploiting locality for scalable information retrieval in peer-to-peer networks. Inf. Syst. 30(4): 277-298 (2005) |
| 72 | EE | Michail Vlachos, George Kollios, Dimitrios Gunopulos: Elastic Translation Invariant Matching of Trajectories. Machine Learning 58(2-3): 301-334 (2005) |
| 71 | EE | Kenneth A. Ross, Rada Chirkova, Dimitrios Gunopulos, Rachel Pottinger, Jun Yang, Jingren Zhou: Reminiscences on influential papers. SIGMOD Record 34(1): 74-76 (2005) |
| 70 | EE | Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, Carlotta Domeniconi: Selectivity estimators for multidimensional range queries over real attributes. VLDB J. 14(2): 137-154 (2005) |
| 69 | EE | George Kollios, Dimitris Papadopoulos, Dimitrios Gunopulos, Vassilis J. Tsotras: Indexing mobile objects using dual transformations. VLDB J. 14(2): 238-256 (2005) |
| 2004 | ||
| 68 | EE | Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos: On Constructing Internet-Scale P2P Information Retrieval Systems. DBISP2P 2004: 136-150 |
| 67 | EE | Peggy Agouris, Anthony Stefanidis, Kate Beard, Mark Gahegan, Vassilis J. Tsotras, Dimitrios Gunopulos: Knowledge Management Over Time-Varying Geospatial Datasets. DG.O 2004 |
| 66 | EE | Jessica Lin, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos: Iterative Incremental Clustering of Time Series. EDBT 2004: 106-122 |
| 65 | EE | Themistoklis Palpanas, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos, Wagner Truppel: Online Amnesic Approximation of Streaming Time Series. ICDE 2004: 338-349 |
| 64 | EE | Michail Vlachos, Dimitrios Gunopulos, Gautam Das: Rotation invariant distance measures for trajectories. KDD 2004: 707-712 |
| 63 | EE | Carlotta Domeniconi, Dimitris Papadopoulos, Dimitrios Gunopulos, Sheng Ma: Subspace Clustering of High Dimensional Data. SDM 2004 |
| 62 | EE | Michail Vlachos, Christopher Meek, Zografoula Vagena, Dimitrios Gunopulos: Identifying Similarities, Periodicities and Bursts for Online Search Queries. SIGMOD Conference 2004: 131-142 |
| 61 | EE | Eamonn J. Keogh, Themis Palpanas, Victor B. Zordan, Dimitrios Gunopulos, Marc Cardle: Indexing Large Human-Motion Databases. VLDB 2004: 780-791 |
| 60 | EE | Carlotta Domeniconi, Dimitrios Gunopulos: An Efficient Density-based Approach for Data Mining Tasks. Knowl. Inf. Syst. 6(6): 750-770 (2004) |
| 2003 | ||
| 59 | Michalis Vazirgiannis, Maria Halkidi, Dimitrios Gunopulos: Uncertainty Handling and Quality Assessment in Data Mining Springer 2003 | |
| 58 | EE | Dimitris Papadopoulos, Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma: Clustering gene expression data in SQL using locally adaptive metrics. DMKD 2003: 35-41 |
| 57 | EE | Vana Kalogeraki, Alex Delis, Dimitrios Gunopulos: Peer-to-Peer Architectures for Scalable, Efficient and Reliable Media Services. IPDPS 2003: 29 |
| 56 | EE | Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn J. Keogh: Indexing multi-dimensional time-series with support for multiple distance measures. KDD 2003: 216-225 |
| 55 | EE | Sudipto Guha, Dimitrios Gunopulos, Nick Koudas: Correlating synchronous and asynchronous data streams. KDD 2003: 529-534 |
| 54 | EE | Marios Hadjieleftheriou, George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras: On-Line Discovery of Dense Areas in Spatio-temporal Databases. SSTD 2003: 306-324 |
| 53 | EE | Sudipto Guha, Dimitrios Gunopulos, Nick Koudas, Divesh Srivastava, Michail Vlachos: Efficient Approximation Of Optimization Queries Under Parametric Aggregation Constraints. VLDB 2003: 778-789 |
| 52 | EE | Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Sanjeev Saluja, Hannu Toivonen, Ram Sewak Sharm: Discovering all most specific sentences. ACM Trans. Database Syst. 28(2): 140-174 (2003) |
| 51 | EE | Chotirat (Ann) Ratanamahatana, Dimitrios Gunopulos: Feature Selection for the Naive Bayesian Classifier Using Decision Trees. Applied Artificial Intelligence 17(5-6): 475-487 (2003) |
| 50 | EE | George Kollios, Dimitrios Gunopulos, Nick Koudas, Stefan Berchtold: Efficient Biased Sampling for Approximate Clustering and Outlier Detection in Large Data Sets. IEEE Trans. Knowl. Data Eng. 15(5): 1170-1187 (2003) |
| 49 | EE | Donghui Zhang, Dimitrios Gunopulos, Vassilis J. Tsotras, Bernhard Seeger: Temporal and spatio-temporal aggregations over data streams using multiple time granularities. Inf. Syst. 28(1-2): 61-84 (2003) |
| 48 | EE | Themistoklis Palpanas, Dimitris Papadopoulos, Vana Kalogeraki, Dimitrios Gunopulos: Distributed deviation detection in sensor networks. SIGMOD Record 32(4): 77-82 (2003) |
| 2002 | ||
| 47 | EE | Vana Kalogeraki, Alex Delis, Dimitrios Gunopulos: Handling Multimedia Objects in Peer-to-Peer Networks. CCGRID 2002: 438-439 |
| 46 | EE | Vana Kalogeraki, Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti: A local search mechanism for peer-to-peer networks. CIKM 2002: 300-307 |
| 45 | EE | Dimitris Papadopoulos, George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras: Indexing Mobile Objects on the Plane. DEXA Workshops 2002: 693-697 |
| 44 | EE | Michail Vlachos, Dimitrios Gunopulos, George Kollios: Robust Similarity Measures for Mobile Object Trajectories. DEXA Workshops 2002: 721-728 |
| 43 | EE | Marios Hadjieleftheriou, George Kollios, Vassilis J. Tsotras, Dimitrios Gunopulos: Efficient Indexing of Spatiotemporal Objects. EDBT 2002: 251-268 |
| 42 | EE | Donghui Zhang, Dimitrios Gunopulos, Vassilis J. Tsotras, Bernhard Seeger: Temporal Aggregation over Data Streams Using Multiple Granularities. EDBT 2002: 646-663 |
| 41 | EE | Michail Vlachos, Dimitrios Gunopulos, George Kollios: Discovering Similar Multidimensional Trajectories. ICDE 2002: 673-684 |
| 40 | EE | Huiwen Wu, Dimitrios Gunopulos: Evaluating the Utility of Statistical Phrases and Latent Semantic Indexing for Text Classification. ICDM 2002: 713-716 |
| 39 | EE | Michail Vlachos, Carlotta Domeniconi, Dimitrios Gunopulos, George Kollios, Nick Koudas: Non-linear dimensionality reduction techniques for classification and visualization. KDD 2002: 645-651 |
| 38 | EE | Donghui Zhang, Vassilis J. Tsotras, Dimitrios Gunopulos: Efficient Aggregation over Objects with Extent. PODS 2002: 121-132 |
| 37 | EE | Carlotta Domeniconi, Dimitrios Gunopulos: Efficient Local Flexible Nearest Neighbor Classification. SDM 2002 |
| 36 | EE | Dimitris Papadopoulos, George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras: Indexing Mobile Objects Using Duality Transforms. IEEE Data Eng. Bull. 25(2): 18-24 (2002) |
| 35 | EE | Carlotta Domeniconi, Jing Peng, Dimitrios Gunopulos: Locally Adaptive Metric Nearest-Neighbor Classification. IEEE Trans. Pattern Anal. Mach. Intell. 24(9): 1281-1285 (2002) |
| 2001 | ||
| 34 | EE | George Kollios, Dimitrios Gunopulos, Nick Koudas, Stefan Berchtold: An Efficient Approximation Scheme for Data Mining Tasks. ICDE 2001: 453-462 |
| 33 | Carlotta Domeniconi, Dimitrios Gunopulos: Incremental Support Vector Machine Construction. ICDM 2001: 589-592 | |
| 32 | Carlotta Domeniconi, Dimitrios Gunopulos: An Efficient Approach for Approximating Multi-dimensional Range Queries and Nearest Neighbor Classification in Large Datasets. ICML 2001: 98-105 | |
| 31 | EE | Carlotta Domeniconi, Dimitrios Gunopulos: Adaptive Nearest Neighbor Classification Using Support Vector Machines. NIPS 2001: 665-672 |
| 30 | EE | Donghui Zhang, Alexander Markowetz, Vassilis J. Tsotras, Dimitrios Gunopulos, Bernhard Seeger: Efficient Computation of Temporal Aggregates with Range Predicates. PODS 2001 |
| 29 | EE | Aristides Gionis, Dimitrios Gunopulos, Nick Koudas: Efficient and Tunable Similar Set Retrieval. SIGMOD Conference 2001: 247-258 |
| 28 | EE | Dimitrios Gunopulos, Gautam Das: Time Series Similarity Measures and Time Series Indexing. SIGMOD Conference 2001: 624 |
| 27 | EE | Ilias Tsoukatos, Dimitrios Gunopulos: Efficient Mining of Spatiotemporal Patterns. SSTD 2001: 425-442 |
| 26 | EE | George Kollios, Vassilis J. Tsotras, Dimitrios Gunopulos, Alex Delis, Marios Hadjieleftheriou: Indexing Animated Objects Using Spatiotemporal Access Methods. IEEE Trans. Knowl. Data Eng. 13(5): 758-777 (2001) |
| 25 | EE | Béla Bollobás, Gautam Das, Dimitrios Gunopulos, Heikki Mannila: Time-Series Similarity Problems and Well-Separated Geometric Sets. Nord. J. Comput. 8(4): 409-423 (2001) |
| 24 | EE | Dimitrios Gunopulos, Nick Koudas: DIMACS Summer School Tutorial on New Frontiers in Data Mining. SIGMOD Record 30(4): 94-96 (2001) |
| 2000 | ||
| 23 | EE | Carlotta Domeniconi, Dimitrios Gunopulos, Jing Peng: Adaptive Metric nearest Neighbor Classification. CVPR 2000: 1517-1522 |
| 22 | EE | Paul B. Chou, Edna Grossman, Dimitrios Gunopulos, Pasumarti Kamesam: Identifying prospective customers. KDD 2000: 447-456 |
| 21 | Carlotta Domeniconi, Jing Peng, Dimitrios Gunopulos: An Adaptive Metric Machine for Pattern Classification. NIPS 2000: 458-464 | |
| 20 | EE | Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, Carlotta Domeniconi: Approximating Multi-Dimensional Aggregate Range Queries over Real Attributes. SIGMOD Conference 2000: 463-474 |
| 19 | Roberto J. Bayardo Jr., Rakesh Agrawal, Dimitrios Gunopulos: Constraint-Based Rule Mining in Large, Dense Databases. Data Min. Knowl. Discov. 4(2/3): 217-240 (2000) | |
| 18 | EE | 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) |
| 1999 | ||
| 17 | EE | Roberto J. Bayardo Jr., Rakesh Agrawal, Dimitrios Gunopulos: Constraint-Based Rule Mining in Large, Dense Databases. ICDE 1999: 188-197 |
| 16 | George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras: Indexing Animated Objects. Multimedia Information Systems 1999: 28-33 | |
| 15 | EE | George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras: On Indexing Mobile Objects. PODS 1999: 261-272 |
| 14 | EE | George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras: Nearest Neighbor Queries in a Mobile Environment. Spatio-Temporal Database Management 1999: 119-134 |
| 13 | EE | Marios D. Dikaiakos, Dimitrios Gunopulos: FIGI: The Architecture of an Internet-Based Financial Information Gathering Infrastructure. WECWIS 1999: 91-94 |
| 1998 | ||
| 12 | EE | Rakesh Agrawal, Dimitrios Gunopulos, Frank Leymann: Mining Process Models from Workflow Logs. EDBT 1998: 469-483 |
| 11 | EE | Rakesh Agrawal, Johannes Gehrke, Dimitrios Gunopulos, Prabhakar Raghavan: Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications. SIGMOD Conference 1998: 94-105 |
| 1997 | ||
| 10 | Gautam Das, Rudolf Fleischer, Leszek Gasieniec, Dimitrios Gunopulos, Juha Kärkkäinen: Episode Matching. CPM 1997: 12-27 | |
| 9 | EE | 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 | EE | Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Hannu Toivonen: Data mining, Hypergraph Transversals, and Machine Learning. PODS 1997: 209-216 |
| 6 | EE | Béla Bollobás, Gautam Das, Dimitrios Gunopulos, Heikki Mannila: Time-Series Similarity Problems and Well-Separated Geometric Sets. Symposium on Computational Geometry 1997: 454-456 |
| 1996 | ||
| 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. J. Comput. Syst. Sci. 52(3): 453-470 (1996) | |
| 1995 | ||
| 3 | EE | David P. Dobkin, Dimitrios Gunopulos: Concept Learning with Geometric Hypotheses. COLT 1995: 329-336 |
| 1994 | ||
| 2 | EE | David P. Dobkin, Dimitrios Gunopulos: Computing the Rectangle Discrepancy. Symposium on Computational Geometry 1994: 385-386 |
| 1 | EE | 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) |
Colors in the list of coauthors