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ICDM
2009
IEEE
138views Data Mining» more  ICDM 2009»
8 years 8 months ago
Scalable Attribute-Value Extraction from Semi-structured Text
Yuk Wah Wong, Dominic Widdows, Tom Lokovic, Kamal ...
ICDM
2009
IEEE
202views Data Mining» more  ICDM 2009»
8 years 8 months ago
Link Prediction on Evolving Data Using Matrix and Tensor Factorizations
Abstract--The data in many disciplines such as social networks, web analysis, etc. is link-based, and the link structure can be exploited for many different data mining tasks. In t...
Evrim Acar, Daniel M. Dunlavy, Tamara G. Kolda
ICDM
2009
IEEE
184views Data Mining» more  ICDM 2009»
8 years 8 months ago
Improved Multi Label Classification in Hierarchical Taxonomies
Hierarchical taxonomies are used to organize and retrieve information in many domains, especially those dealing with large and rapidly growing amounts of information. In many of t...
Kunal Punera, Suju Rajan
ICDM
2009
IEEE
171views Data Mining» more  ICDM 2009»
8 years 8 months ago
Hybrid Clustering by Integrating Text and Citation Based Graphs in Journal Database Analysis
We propose a hybrid clustering strategy by integrating heterogeneous information sources as graphs. The hybrid clustering method is extended on the basis of modularity based Louva...
Xinhai Liu, Shi Yu, Yves Moreau, Frizo A. L. Janss...
ICDM
2009
IEEE
151views Data Mining» more  ICDM 2009»
8 years 8 months ago
TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents
The amount of text data on the Internet is growing at a very fast rate. Online text repositories for news agencies, digital libraries and other organizations currently store gigaan...
Haimonti Dutta, Xianshu Zhu, Tushar Mahule, Hillol...
ICDM
2009
IEEE
162views Data Mining» more  ICDM 2009»
8 years 8 months ago
The Flexible Climate Data Analysis Tools (CDAT) for Multi-model Climate Simulation Data
Being able to incorporate, inspect, and analyze data with newly developed technologies, diagnostics, and visualizations in an easy and flexible way has been a longstanding challen...
Dean N. Williams, Charles M. Doutriaux, Robert S. ...
ICDM
2009
IEEE
207views Data Mining» more  ICDM 2009»
8 years 8 months ago
Spatially Adaptive Classification and Active Learning of Multispectral Data with Gaussian Processes
Multispectral remote sensing images are widely used for automated land use and land cover classification tasks. Remotely sensed images usually cover large geographical areas, and s...
Goo Jun, Ranga Raju Vatsavai, Joydeep Ghosh
ICDM
2009
IEEE
142views Data Mining» more  ICDM 2009»
8 years 8 months ago
Building Classifiers with Independency Constraints
In this paper we study the problem of classifier learning where the input data contains unjustified dependencies between some data attributes and the class label. Such cases arise...
Toon Calders, Faisal Kamiran, Mykola Pechenizkiy
ICDM
2009
IEEE
173views Data Mining» more  ICDM 2009»
8 years 8 months ago
Discovery of Quantitative Sequential Patterns from Event Sequences
Fumiya Nakagaito, Tomonobu Ozaki, Takenao Ohkawa
ICDM
2009
IEEE
162views Data Mining» more  ICDM 2009»
8 years 8 months ago
Towards a Universal Text Classifier: Transfer Learning Using Encyclopedic Knowledge
Document classification is a key task for many text mining applications. However, traditional text classification requires labeled data to construct reliable and accurate classifie...
Pu Wang, Carlotta Domeniconi
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