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2005
IEEE
16 years 20 days ago
Empirical Assessment of Machine Learning based Software Defect Prediction Techniques
Venkata U. B. Challagulla, Farokh B. Bastani, I-Li...
ICIAR
2005
Springer
16 years 18 days ago
Machine-Learning-Based Image Categorization
In this paper, a novel and efficient automatic image categorization system is proposed. This system integrates the MIL-based and global-featurebased SVMs for categorization. The IP...
Yutao Han, Xiaojun Qi
SIGIR
2004
ACM
16 years 15 days ago
Focused named entity recognition using machine learning
In this paper we study the problem of finding most topical named entities among all entities in a document, which we refer to as focused named entity recognition. We show that th...
Li Zhang, Yue Pan, Tong Zhang
EWCBR
2004
Springer
16 years 14 days ago
Maintaining Case-Based Reasoning Systems: A Machine Learning Approach
Over the years, many successful applications of case-based reasoning (CBR) systems have been developed in different areas. The performance of CBR systems depends on several factor...
Niloofar Arshadi, Igor Jurisica