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PAKDD
2009
ACM
225views Data Mining» more  PAKDD 2009»
14 years 8 months ago
Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions.
Detecting changes in spatial datasets is important for many fields. In this paper, we introduce a methodology for change analysis in spatial datasets that combines contouring algor...
Christoph F. Eick, Chun-Sheng Chen, Michael D. Twa...
PAKDD
2009
ACM
123views Data Mining» more  PAKDD 2009»
14 years 8 months ago
Dynamic Exponential Family Matrix Factorization.
Junichiro Hirayama, Kohei Hayashi, Shin Ishii
PAKDD
2009
ACM
209views Data Mining» more  PAKDD 2009»
14 years 8 months ago
Approximate Spectral Clustering.
Spectral clustering refers to a flexible class of clustering procedures that can produce high-quality clusterings on small data sets but which has limited applicability to large-...
Christopher Leckie, James C. Bezdek, Kotagiri Rama...
PAKDD
2009
ACM
134views Data Mining» more  PAKDD 2009»
14 years 8 months ago
On Link Privacy in Randomizing Social Networks.
Many applications of social networks require relationship anonymity due to the sensitive, stigmatizing, or confidential nature of relationship. Recent work showed that the simple ...
Xiaowei Ying, Xintao Wu
ICDE
2010
IEEE
439views Database» more  ICDE 2010»
14 years 8 months ago
Nb-GCLOCK: A Non-blocking Buffer Management Based on the Generalized CLOCK
— In this paper, we propose a non-blocking buffer management scheme based on a lock-free variant of the GCLOCK page replacement algorithm. Concurrent access to the buffer managem...
Makoto Yui, Jun Miyazaki, Shunsuke Uemura, Hayato ...
ICDE
2010
IEEE
250views Database» more  ICDE 2010»
14 years 8 months ago
Optimized Query Evaluation Using Cooperative Sorts
— Many applications require sorting a table over multiple sort orders: generation of multiple reports from a table, evaluation of a complex query that involves multiple instances...
Yu Cao, Ramadhana Bramandia, Chee-Yong Chan, Kian-...
ICDE
2010
IEEE
311views Database» more  ICDE 2010»
14 years 8 months ago
Detecting Inconsistencies in Distributed Data
— One of the central problems for data quality is inconsistency detection. Given a database D and a set Σ of dependencies as data quality rules, we want to identify tuples in D ...
Wenfei Fan, Floris Geerts, Shuai Ma, Heiko Mü...
ICDE
2010
IEEE
401views Database» more  ICDE 2010»
14 years 8 months ago
Continuous Query Evaluation over Distributed Sensor Networks
— In this paper1 we address the problem of processing continuous multi-join queries, over distributed data streams. Our approach makes use of existing work in the field of publi...
Oana Jurca, Sebastian Michel, Alexandre Herrmann, ...
ICDE
2010
IEEE
236views Database» more  ICDE 2010»
14 years 8 months ago
Explaining Structured Queries in Natural Language
— Many applications offer a form-based environment for na¨ıve users for accessing databases without being familiar with the database schema or a structured query language. User...
Alkis Simitsis, Georgia Koutrika, Yannis E. Ioanni...
ICDE
2010
IEEE
434views Database» more  ICDE 2010»
14 years 8 months ago
Progressive Result Generation for Multi-Criteria Decision Support Queries
— Multi-criteria decision support (MCDS) is crucial in many business and web applications such as web searches, B2B portals and on-line commerce. Such MCDS applications need to r...
Elke A. Rundensteiner, Venkatesh Raghavan