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SSDBM
2005
IEEE
131views Database» more  SSDBM 2005»
14 years 5 months ago
Searching for Related Objects in Relational Databases
To discover knowledge or retrieve information from a relational database, a user often needs to find objects related to certain source objects. There are two main challenges in b...
Xiaoxin Yin, Jiawei Han, Jiong Yang
SSDBM
2005
IEEE
175views Database» more  SSDBM 2005»
14 years 5 months ago
Assumption-Free Anomaly Detection in Time Series
Recent advancements in sensor technology have made it possible to collect enormous amounts of data in real time. However, because of the sheer volume of data most of it will never...
Li Wei, Nitin Kumar, Venkata Nishanth Lolla, Eamon...
SSDBM
2005
IEEE
79views Database» more  SSDBM 2005»
14 years 5 months ago
Probabilistic Data Modeling and Querying for Location-Based Data Warehouses
Igor Timko, Curtis E. Dyreson, Torben Bach Pederse...
SSDBM
2005
IEEE
132views Database» more  SSDBM 2005»
14 years 5 months ago
Co-Scheduling of Computation and Data on Computer Clusters
Scientific investigations have to deal with rapidly growing amounts of data from simulations and experiments. During data analysis, scientists typically want to extract subsets o...
Alexandru Romosan, Doron Rotem, Arie Shoshani, Der...
SSDBM
2005
IEEE
100views Database» more  SSDBM 2005»
14 years 5 months ago
An Information Theoretic Model for Database Alignment
As with many large organizations, the Government's data is split in many different ways and is collected at different times by different people. The resulting massive data he...
Patrick Pantel, Andrew Philpot, Eduard H. Hovy
SSDBM
2005
IEEE
128views Database» more  SSDBM 2005»
14 years 5 months ago
Fuzzy Decomposition of Spatially Extended Objects
Modern database applications including computer-aided design, multimedia information systems, medical imaging, molecular biology, or geographical information systems impose new re...
Hans-Peter Kriegel, Martin Pfeifle
SSDBM
2005
IEEE
159views Database» more  SSDBM 2005»
14 years 5 months ago
Clustering Moving Objects via Medoid Clusterings
Modern geographic information systems do not only have to handle static information but also dynamically moving objects. Clustering algorithms for these moving objects provide new...
Hans-Peter Kriegel, Martin Pfeifle
SSDBM
2005
IEEE
111views Database» more  SSDBM 2005»
14 years 5 months ago
Querying Streaming Geospatial Image Data: The GeoStreams Project
Data products generated from remotely-sensed, geospatial imagery (RSI) used in emerging areas, such as global climatology, environmental monitoring, land use, and disaster managem...
Quinn Hart, Michael Gertz
SSDBM
2005
IEEE
140views Database» more  SSDBM 2005»
14 years 5 months ago
Optimizing In-Order Execution of Continuous Queries over Streamed Sensor Data
The widespread use of sensor networks in scientific and engineering applications leads to increased demand on the efficient computation of the collected sensor data. Recent rese...
Moustafa A. Hammad, Walid G. Aref, Ahmed K. Elmaga...
SSDBM
2005
IEEE
184views Database» more  SSDBM 2005»
14 years 5 months ago
Optimizing Multiple Top-K Queries over Joins
Advanced Data Mining applications require more and more support from relational database engines. Especially clustering applications in high dimensional features space demand a pr...
Dirk Habich, Wolfgang Lehner, Alexander Hinneburg