VLDB 1999 - PDF Preprint Papers

VLDB 1999 International Conference on Very Large Data Bases

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VLDB
1999
ACM

224views Database» more VLDB 1999»

Optimal Grid-Clustering: Towards Breaking the Curse of Dimensionality in High-Dimensional Clustering

14 years 4 months ago

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Many applications require the clustering of large amounts of high-dimensional data. Most clustering algorithms, however, do not work e ectively and e ciently in highdimensional sp...

Alexander Hinneburg, Daniel A. Keim

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Id	Views	Title	Status

1	224	Optimal Grid-Clustering: Towards Breaking the Curse of Dimensionality in High-Dimensional Clustering	claim
2	188	Comparing Hierarchical Data in External Memory	claim
3	188	SPIRIT: Sequential Pattern Mining with Regular Expression Constraints	claim
4	174	Extending Practical Pre-Aggregation in On-Line Analytical Processing	claim
5	162	Active Views for Electronic Commerce	claim
6	159	Aggregation Algorithms for Very Large Compressed Data Warehouses	claim
7	151	Cache Conscious Indexing for Decision-Support in Main Memory	claim
8	149	The Persistent Cache: Improving OID Indexing in Temporal Object-Oriented Database Systems	claim
9	148	Loading a Cache with Query Results	claim
10	147	Data-Driven, One-To-One Web Site Generation for Data-Intensive Applications	claim
11	145	DBMSs on a Modern Processor: Where Does Time Go?	claim
12	142	Active Storage Hierarchy, Database Systems and Applications - Socratic Exegesis	claim
13	140	Distributed Hypertext Resource Discovery Through Examples	claim
14	140	Combining Histograms and Parametric Curve Fitting for Feedback-Driven Query Result-size Estimation	claim
15	136	O-O, What Have They Done to DB2?	claim
16	134	Capturing and Querying Multiple Aspects of Semistructured Data	claim
17	133	Online Dynamic Reordering for Interactive Data Processing	claim
18	131	High-Performance Extensible Indexing	claim
19	127	Evaluating Top-k Selection Queries	claim
20	124	Cost Models DO Matter: Providing Cost Information for Diverse Data Sources in a Federated System	claim
21	120	A Novel Index Supporting High Volume Data Warehouse Insertion	claim
22	120	An Adaptive Hybrid Server Architecture for Client Caching ODBMSs	claim
23	118	Similarity Search in High Dimensions via Hashing	claim
24	113	Hyper-Programming in Java	claim
25	112	Context-Based Prefetch for Implementing Objects on Relations	claim
26	107	The Value of Merge-Join and Hash-Join in SQL Server	claim
27	105	Histogram-Based Approximation of Set-Valued Query-Answers	claim
28	101	Spatio-Temporal Retrieval with RasDaMan	claim
29	101	The Mirror MMDBMS Architecture	claim
30	99	Extracting Large-Scale Knowledge Bases from the Web	claim
31	97	Generating Call-Level Interfaces for Advanced Database Application Programming	claim
32	97	Relational Databases for Querying XML Documents: Limitations and Opportunities	claim
33	96	A Scalable and Highly Available Networked Database Architecture	claim
34	91	Probabilistic Optimization of Top N Queries	claim
35	91	Repeating History Beyond ARIES	claim
36	89	Physical Data Independence, Constraints, and Optimization with Universal Plans	claim
37	87	What Do Those Weird XML Types Want, Anyway?	claim
38	87	Query Optimization for XML	claim
39	80	GHOST: Fine Granularity Buffering of Indexes	claim
40	78	XML Repository and Active Views Demonstration	claim
41	78	Database Architecture Optimized for the New Bottleneck: Memory Access	claim

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