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2005
IEEE
16 years 6 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 4 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 2 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 1 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