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EC
2007
101views ECommerce» more  EC 2007»
14 years 10 months ago
Revisiting Negative Selection Algorithms
This paper reviews the progress of negative selection algorithms, an anomaly/change detection approach in Artificial Immune Systems (AIS). Following its initial model, we try to ...
Zhou Ji, Dipankar Dasgupta
ICDM
2003
IEEE
99views Data Mining» more  ICDM 2003»
15 years 3 months ago
Scalable Model-based Clustering by Working on Data Summaries
The scalability problem in data mining involves the development of methods for handling large databases with limited computational resources. In this paper, we present a two-phase...
Huidong Jin, Man Leung Wong, Kwong-Sak Leung
VISSYM
2004
14 years 11 months ago
Shape-Embedded-Histograms for Visual Data Mining
Scatterplots are widely used in exploratory data analysis and class visualization. The advantages of scatterplots are that they are easy to understand and allow the user to draw c...
Amihood Amir, Reuven Kashi, Daniel A. Keim, Nathan...
IV
2000
IEEE
112views Visualization» more  IV 2000»
15 years 1 months ago
Sonification of Remote Sensing Data: Initial Experiment
We are generating music from a particular view of a multi-dimensional geographic information system (GIS) data set to alert a viewer to the existence of hidden clusters of data po...
Frances L. Van Scoy
KDD
2010
ACM
246views Data Mining» more  KDD 2010»
14 years 8 months ago
Latent aspect rating analysis on review text data: a rating regression approach
In this paper, we define and study a new opinionated text data analysis problem called Latent Aspect Rating Analysis (LARA), which aims at analyzing opinions expressed about an e...
Hongning Wang, Yue Lu, Chengxiang Zhai