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2篇 您的检索式：作者名="Manjari Gupta"

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		题名	作者	年代	出处	被引量
	1	Predicting Code Smells and Analysis of Predictions: Using Machine Learning Techniques and Software Metrics显示文摘Code smell detection is essential to improve software quality, enhancing software maintainability, and decrease the risk of faults and failures in the software system. In this paper, we proposed a code smell prediction approach based on machine learning techniques and software metrics. The local interpretable model-agnostic explanations (LIME) algorithm was further used to explain the machine learning model's predictions and interpretability. The datasets obtained from Fontana et al. were reformed and used to build binary-label and multi-label datasets. The results of 10-fold cross-validation show that the performance of tree-based algorithms (mainly Random Forest) is higher compared with kernel-based and network-based algorithms. The genetic algorithm based feature selection methods enhance the accuracy of these machine learning algorithms by selecting the most relevant features in each dataset. Moreover, the parameter optimization techniques based on the grid search algorithm significantly enhance the accuracy of all these algorithms. Finally, machine learning techniques have high potential in predicting the code smells, which contribute to detect these smells and enhance the software's quality.	Mohammad YMhawish Manjari Gupta	2020	Journal of Computer Science & Technology2020，35，6：	2
	2	Isolated breast metastasis mimicking as second primary cancer-a case report显示文摘Primary carcinoma of breast is common but breast is a rare site of metastasis and metastases from extramammary sites are even rarer.Metastasis to breast from rectal carcinoma is very unusual and till now 19 cases of breast secondaries from colorectal carcinoma have been reported in literature which include 14 cases where the primary site was colon and remaining 5 were from the rectum.Here the authors report a case of adenocarcinoma anorectum who had completed treatment and after 4 months developed a lump in her left breast which was metastatic.Metastatic lesions of breast are usually part of a widely disseminated disease but this case presented as a solitary breast metastasis which mimicked as second primary cancer of the breast.	Manjari Shah Umang Mithal Sandeep Agarwal Sweety Gupta Disha Tiwari Shashank Srinivasan Asheesh Jain Ritu Chandra	2016	Journal of Cancer Metastasis and Treatment2016，2，1：	0

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