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KDD
2002
ACM
1075views Data Mining» more  KDD 2002»
16 years 6 months ago
CLOPE: a fast and effective clustering algorithm for transactional data
This paper studies the problem of categorical data clustering, especially for transactional data characterized by high dimensionality and large volume. Starting from a heuristic m...
Yiling Yang, Xudong Guan, Jinyuan You
ICCS
2007
Springer
16 years 17 days ago
Construction of Ontology-Based Software Repositories by Text Mining
Software document repositories store artifacts produced in the course of developing software products. But most repositories are simply archives of documents. It is not unusual to ...
Yan Wu, Harvey P. Siy, Mansour Zand, Victor L. Win...
KAIS
2008
99views more  KAIS 2008»
15 years 6 months ago
Privacy-preserving SVM classification
Classical data mining algorithms implicitly assume complete access to all data, either in centralized or federated form. However, privacy and security concerns often prevent sharin...
Jaideep Vaidya, Hwanjo Yu, Xiaoqian Jiang
CSMR
2011
IEEE
14 years 10 months ago
Sub-graph Mining: Identifying Micro-architectures in Evolving Object-Oriented Software
Abstract—Developers introduce novel and undocumented micro-architectures when performing evolution tasks on object-oriented applications. We are interested in understanding wheth...
Ahmed Belderrar, Segla Kpodjedo, Yann-Gaël Gu...
IPPS
2008
IEEE
16 years 24 days ago
Improving software reliability and productivity via mining program source code
A software system interacts with third-party libraries through various APIs. Insufficient documentation and constant refactorings of third-party libraries make API library reuse ...
Tao Xie, Mithun Acharya, Suresh Thummalapenta, Kun...