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DATAMINE
1999
140views more  DATAMINE 1999»
15 years 1 months ago
A Scalable Parallel Algorithm for Self-Organizing Maps with Applications to Sparse Data Mining Problems
Abstract. We describe a scalable parallel implementation of the self organizing map (SOM) suitable for datamining applications involving clustering or segmentation against large da...
Richard D. Lawrence, George S. Almasi, Holly E. Ru...
109
Voted
SIGKDD
2002
83views more  SIGKDD 2002»
15 years 1 months ago
Towards Effective and Interpretable Data Mining by Visual Interaction
The primary aim of most data mining algorithms is to facilitate the discovery of concise and interpretable information from large amounts of data. However, many of the current for...
Charu C. Aggarwal
C5
2006
IEEE
15 years 8 months ago
A Buffer Framework for Supporting Responsive Interaction in Information Visualization Interfaces
We present a framework that we are developing to better solve several critical issues that arise when interactive systems are extended to large displays. These issues include slow...
Tobias Isenberg, André Miede, M. Sheelagh T...
SSS
2009
Springer
162views Control Systems» more  SSS 2009»
15 years 8 months ago
Distributed Sleep Scheduling in Wireless Sensor Networks via Fractional Domatic Partitioning
We consider setting up sleep scheduling in sensor networks. We formulate the problem as an instance of the fractional domatic partition problem and obtain a distributed approximati...
André Schumacher, Harri Haanpää
CIBCB
2005
IEEE
15 years 7 months ago
Heuristic Algorithm for Computing Reversal Distance with MultiGene Families via Binary Integer Programming
— Hannenhalli and Pevzner developed the first polynomial-time algorithm for the combinatorial problem of sorting of signed genomic data. Their algorithm solves the minimum numbe...
Jakkarin Suksawatchon, Chidchanok Lursinsap, Mikae...