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KDD
2009
ACM
160views Data Mining» more  KDD 2009»
15 years 8 months ago
Surveying the complementary role of automatic data analysis and visualization in knowledge discovery
The aim of this work is to survey and reflect on the various ways to integrate visualization and data mining techniques toward a mixed-initiative knowledge discovery taking the be...
Enrico Bertini, Denis Lalanne
111
Voted
ICDM
2007
IEEE
175views Data Mining» more  ICDM 2007»
15 years 8 months ago
gApprox: Mining Frequent Approximate Patterns from a Massive Network
Recently, there arise a large number of graphs with massive sizes and complex structures in many new applications, such as biological networks, social networks, and the Web, deman...
Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han
ICDM
2007
IEEE
192views Data Mining» more  ICDM 2007»
15 years 8 months ago
Discovering Temporal Communities from Social Network Documents
Discovering communities from documents involved in social discourse is an important topic in social network analysis, enabling greater understanding of the relationships among act...
Ding Zhou, Isaac G. Councill, Hongyuan Zha, C. Lee...
ARTMED
2006
108views more  ARTMED 2006»
15 years 1 months ago
Constructing explanatory process models from biological data and knowledge
We address the task of inducing explanatory models from observations and knowledge about candidate biological processes, using the illustrative problem of modeling photosynthesis ...
Pat Langley, Oren Shiran, Jeff Shrager, Ljupco Tod...
88
Voted
GECCO
2000
Springer
15 years 5 months ago
Genetic Programming within a Framework of Computer-Aided Discovery of Scientific Knowledge
Present day instrumentation networks already provide immense quantities of data, very little of which provides any insights into the basic physical phenomena that are occurring in...
Maarten Keijzer, Vladan Babovic