陈可佳简介
导师照片
性    别:
学    位: 博士学位
最高学历: 博士研究生
职   称: 副教授
职   务:
所在单位: 计算机学院、软件学院、网络空间安全学院(大数据研究院)
导师类别: 硕士生导师
招生学科: 081203计算机应用技术085211计算机技术085212软件工程

个人简介 

陈可佳,女,1980年11月生。分别于2002年6月、2005年6月南京大学计算机科学与技术系获学士、硕士学位,随后公派至法国贡比涅技术大学并于2008年12月获博士学位。2009年3月至今,任教于南京邮电大学计算机学院。主要从事人工智能、机器学习、数据挖掘等领域的研究工作。曾主持包括国家自然科学基金项目在内的多项科研课题,发表论文30余篇,其中SCI检索6篇,EI检索20余篇,发表专利3项。自担任硕士生导师以来,已培养硕士生6名。

研究方向及主要成果 

目前本人主要研究方向为机器学习、数据挖掘等。
主要成果如下:
K.-J. Chen, Y. Chen, Y. Li, J. Han. A supervised link prediction method for dynamic networks. Journal of Intelligent and Fuzzy Systems, 2016, 31(1): 291-299.
J. Han, K.-J. Chen, J. Wang. Web article quality ranking based on web community knowledge. Computing, 2015, 97(5): 509-537.
W. Ji, Y. Li, K.-J. Chen, G. Zhou. Local energy-based framework for feature ranking. Journal of Intelligent and Fuzzy Systems, 2015, 28(4): 1565-1575.
Y. Chen, K.-J. Chen, Y. Li. A link prediction method that can learn from network dynamics. In: Proceedings of the 4th IEEE ICDM Workshop on Data Mining in Networks, 2014, 549-553.
K.-J. Chen, Q. Zhu, J. Han, Z. Zheng. A time-aware link prediction approach based on semi-supervised learning. Journal of Information and Computational Science, 2014,6(2): 4593-4600.
J. Han, K.-J. Chen, Z. Ding, H. Cao. An efficient location reporting and indexing framework for urban road moving objects. Distributed and Parallel Databases, 2014, 32(2): 271-311.
J. Han, K.-J. Chen. Ranking Wikipedia article's data quality by learning dimension distributions. International Journal of Information Quality, 2014, 3(3): 207-227.
J. Han, K.-J. Chen, Z. Zheng, Y. Yang. Assessment of web article's completeness by capturing discussed topics. International Journal of Web Engineering and Technology, 2014, 9(3): 247-276.
Z. Zheng, K.-J. Chen, S. Zhang, H. Zhang. A link prediction approach using semi-supervised learning in dynamic networks. In: Proceedings the 6th International Conference on Advanced Computational Intelligence, 2013, 276-280.
J. Han, K.-J. Chen, D. Jiang. Probabilistically ranking web article quality based on evolution patterns. Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2012, 6: 229-258.
J. Han, X. Chen, K.-J. Chen, D. Jiang. Assessing web article quality by harnessing collective intelligence. In: Proceedings of the 17th Database Systems for Advanced Applications, 2012, 1: 428-439.
J. Han, X. Fu, K.-J. Chen, C. Wang. Web article quality assessment in multi-dimensional space. In: Proceedings of the 12th Web-Age Information Management, 2011: 214-225.
K.-J. Chen, J.-P. Barthès. A case-based memory mechanism for personal assistant agents. International Journal of Software Science and Computational Intelligence, 2010, 4(1): 45-64.
K.-J. Chen, J.-P. Barthès. Giving an office assistant agent a memory mechanism. In: Proceedings of the 7th IEEE International Conference on Cognitive Informatics, 2008, 402-410.
K.-J. Chen, J.-P. Barthès. MemoPA: intelligent personal assistant agents with a case memory mechanism. In: Proceedings of the 3th International Conference on Intelligent Computing, 2007, 1357-1367.
K.-J. Chen, J.-P. Barthès. Enhancing intelligence of personal assistant agent using memory mechanism. In: Proceedings of the 11th International Conference on CSCW in Design, 2007, 361-365.
Z.-H. Zhou, K.-J. Chen, H.-B. Dai. Enhancing relevance feedback in image retrieval using unlabeled data. ACM Transactions on Information Systems, 2006, 24(2): 219-244.
Z.-H. Zhou, K.-J. Chen, Y. Jiang. Exploiting unlabeled data in content-based image retrieval. In: Proceedings of the 15th European Conference on Machine Learning, 2004, 525-536.
Z.-H. Zhou, M.-L. Zhang, K.-J. Chen. A novel bag generator for image database retrieval with multi-instance learning techniques. In: Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence, 2003, 565-569.
Y. Jiang, K.-J. Chen, Z.-H. Zhou. SOM-based image segmentation. In: Proceedings of the 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2003, 640-643.

联系方式 

移动电话:
单位电话:025-85866422
住宅电话:
Email   :chenkj@njupt.edu.cn

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