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ICDM
2010
IEEE
199views Data Mining» more  ICDM 2010»
13 years 5 months ago
Addressing Concept-Evolution in Concept-Drifting Data Streams
Abstract--The problem of data stream classification is challenging because of many practical aspects associated with efficient processing and temporal behavior of the stream. Two s...
Mohammad M. Masud, Qing Chen, Latifur Khan, Charu ...
HAPTICS
2007
IEEE
14 years 1 months ago
Where are we with Haptic Visualization?
There is a growing interest into non-visual forms of data communication, not only driven by the need for accessible representations but also because researchers are realizing the ...
Jonathan C. Roberts, Sabrina A. Panëels
PKDD
2004
Springer
199views Data Mining» more  PKDD 2004»
14 years 22 days ago
SemanticTalk: Software for Visualizing Brainstorming Sessions and Thematic Concept Trails on Document Collections
Abstract: In this demonstration we introduce a technology to support knowledge structuring processes already at the time of their creation by building up concept structures in real...
Christian Biemann, Karsten Böhm, Gerhard Heye...
PKDD
2005
Springer
94views Data Mining» more  PKDD 2005»
14 years 26 days ago
Visual Terrain Analysis of High-Dimensional Datasets
Abstract. Most real-world datasets are, to a certain degree, skewed. When considered that they are also large, they become the pinnacle challenge in data analysis. More importantly...
Wenyuan Li, Kok-Leong Ong, Wee Keong Ng
PKDD
2005
Springer
97views Data Mining» more  PKDD 2005»
14 years 26 days ago
Frequency-Based Separation of Climate Signals
Abstract. The paper presents an example of exploratory data analysis of climate measurements using a recently developed denoising source separation (DSS) framework. We analysed a c...
Alexander Ilin, Harri Valpola