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22nd SSDBM 2010: Heidelberg, Germany
- Michael Gertz, Bertram Ludäscher:
Scientific and Statistical Database Management, 22nd International Conference, SSDBM 2010, Heidelberg, Germany, June 30 - July 2, 2010. Proceedings. Lecture Notes in Computer Science 6187, Springer 2010, ISBN 978-3-642-13817-1
Invited Talks
- Daniel J. Abadi:
Tradeoffs between Parallel Database Systems, Hadoop, and HadoopDB as Platforms for Petabyte-Scale Analysis. 1-3 - Roger S. Barga:
Emerging Trends and Converging Technologies in Data Intensive Scalable Computing. 4-5
Query Processing
- Markus Bestehorn, Klemens Böhm, Patrick Erik Bradley
, Erik Buchmann:
Deriving Spatio-temporal Query Results in Sensor Networks. 6-23 - George Valkanas, Apostolos N. Papadopoulos:
Efficient and Adaptive Distributed Skyline Computation. 24-41 - Romans Kasperovics, Michael H. Böhlen
On the Efficient Construction of Multislices from Recurrences. 42-59 - Mario A. Nascimento, Romulo A. E. Alencar, Angelo Brayner
Optimizing Query Processing in Cache-Aware Wireless Sensor Networks. 60-77 - Katja Seidler, Eric Peukert, Gregor Hackenbroich, Wolfgang Lehner:
Approximate Query Answering and Result Refinement on XML Data. 78-86 - Ariel Cary, Ouri Wolfson
Efficient and Scalable Method for Processing Top-k Spatial Boolean Queries. 87-95
Scientific Data Management and Analysis
- Shen-Shyang Ho
A Framework for Moving Sensor Data Query and Retrieval of Dynamic Atmospheric Events. 96-113 - Keith Grochow, Bill Howe
Client + Cloud: Evaluating Seamless Architectures for Visual Data Analytics in the Ocean Sciences. 114-131 - YongChul Kwon, Dylan Nunley, Jeffrey P. Gardner, Magdalena Balazinska, Bill Howe, Sarah Loebman:
Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster. 132-150 - Viswanath Nandigam
Database Design for High-Resolution LIDAR Topography Data. 151-159 - Andrei Aiordachioaie, Peter Baumann
PetaScope: An Open-Source Implementation of the OGC WCS Geo Service Standards Suite. 160-168 - Hans-Peter Kriegel, Peer Kröger, Christiaan Hendrikus van der Meijden, Henriette Obermaier, Joris Peters
Towards Archaeo-informatics: Scientific Data Management for Archaeobiology. 169-177
Data Mining
- Shirong Li, Shijie Zhang, Jiong Yang:
DESSIN: Mining Dense Subgraph Patterns in a Single Graph. 178-195 - Htoo Htet Aung, Kian-Lee Tan
Discovery of Evolving Convoys. 196-213 - Arnab Bhattacharya, Abhishek Bhowmick, Ambuj K. Singh:
Finding Top-k Similar Pairs of Objects Annotated with Terms from an Ontology. 214-232 - Hua Lu
Identifying the Most Influential User Preference from an Assorted Collection. 233-251 - Philipp Kranen, Stephan Günnemann, Sergej Fries, Thomas Seidl
MC-Tree: Improving Bayesian Anytime Classification. 252-269 - Mark Brightwell, Anastasia Ailamaki, Anna Suwalska:
Non-intrusive Quality Analysis of Monitoring Data. 270-278 - Martin Hahmann, Dirk Habich, Wolfgang Lehner:
Visual Decision Support for Ensemble Clustering. 279-287
Indexes and Data Representation
- Zeyar Aung
An Indexing Scheme for Fast and Accurate Chemical Fingerprint Database Searching. 288-305 - Julio López, Leonardo Ramírez-Guzmán, Jacobo Bielak, David R. O'Hallaron:
BEMC: A Searchable, Compressed Representation for Large Seismic Wavefields. 306-321 - Ekow J. Otoo, Doron Rotem, Shih-Chiang Tsao:
Dynamic Data Reorganization for Energy Savings in Disk Storage Systems. 322-341 - Eric A. Perlman
Organization of Data in Non-convex Spatial Domains. 342-359 - Gaoping Zhu, Xuemin Lin
PrefIndex: An Efficient Supergraph Containment Search Technique. 360-378 - Jianting Zhang, Simin You:
Supporting Web-Based Visual Exploration of Large-Scale Raster Geospatial Data Using Binned Min-Max Quadtree. 379-396
Scientific Workflow and Provenance
- David Koop, Emanuele Santos, Bela Bauer
Bridging Workflow and Data Provenance Using Strong Links. 397-415 - Anish Das Sarma, Martin Theobald, Jennifer Widom:
LIVE: A Lineage-Supported Versioned DBMS. 416-433 - Christoph Langguth, Heiko Schuldt
Optimizing Resource Allocation for Scientific Workflows Using Advance Reservations. 434-451 - Pierre Mouallem, Daniel Crawl, Ilkay Altintas, Mladen A. Vouk, Ustun Yildiz:
A Fault-Tolerance Architecture for Kepler-Based Distributed Scientific Workflows. 452-460 - Satya Sanket Sahoo
Provenance Context Entity (PaCE): Scalable Provenance Tracking for Scientific RDF Data. 461-470 - Paolo Missier
Taverna, Reloaded. 471-481
Similarity
- Michael E. Houle, Hans-Peter Kriegel, Peer Kröger, Erich Schubert
Can Shared-Neighbor Distances Defeat the Curse of Dimensionality? 482-500 - Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma:
Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning. 501-518 - Astrid Rheinländer, Martin Knobloch, Nicky Hochmuth, Ulf Leser:
Prefix Tree Indexing for Similarity Search and Similarity Joins on Genomic Data. 519-536 - Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma:
Similarity Estimation Using Bayes Ensembles. 537-554 - Thomas Bernecker, Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert
Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces. 555-564
Data Stream Processing
- Hua Lu
Continuous Skyline Monitoring over Distributed Data Streams. 565-583 - Michael Daum, Frank Lauterwald, Philipp Baumgärtel, Klaus Meyer-Wegener
Propagation of Densities of Streaming Data within Query Graphs. 584-601 - Mingyan Gao, Xiaoyan Yang, Ramesh C. Jain, Beng Chin Ooi:
Spatio-temporal Event Stream Processing in Multimedia Communication Systems. 602-620 - Mohammed Al-Kateb, Byung Suk Lee:
Stratified Reservoir Sampling over Heterogeneous Data Streams. 621-639 - Zaigham Faraz Siddiqui, Myra Spiliopoulou:
Tree Induction over Perennial Objects. 640-657
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