FCS 领域集锦 | AI 专题 (IV. Knowledge Discovery and Data Mining)

Frontiers of Computer Science (FCS) 微信公众号隆重推出“FCS 领域集锦”栏目,按领域和热点话题向读者推送FCS期刊近期的优质论文，共22期。敬请读者们关注！

“FCS 领域集锦”第 13 期推出 Special Issue on Artificial Intelligence (IV. Knowledge Discovery and Data Mining)，共 17 篇文章。

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A peep at knowledge science in a categorical prospect  

Ruqian LU

Front. Comput. Sci., 2016, 10 (5): 767-768

https://doi.org/10.1007/s11704-016-6905-4

Rethinking big data in a networked world  

Lionel M. NI, Haoyu TAN, Jiang XIAO

Front. Comput. Sci., 2016, 10 (6): 965-967

https://doi.org/10.1007/s11704-016-6902-7

Accuracy estimation of link-based similarity measures and its application  

Yinglong ZHANG, Cuiping LI, Chengwang XIE, Hong CHEN

Front. Comput. Sci., 2016, 10 (1): 113-123

https://doi.org/10.1007/s11704-015-4570-7

Recommender systems based on ranking performance optimization  

Richong ZHANG, Han BAO, Hailong SUN, Yanghao WANG, Xudong LIU

Front. Comput. Sci., 2016, 10 (2): 270-280

https://doi.org/10.1007/s11704-015-4584-1

Big graph search: challenges and techniques  

Shuai MA, Jia LI, Chunming HU, Xuelian LIN, Jinpeng HUAI

Front. Comput. Sci., 2016, 10 (3): 387-398

https://doi.org/10.1007/s11704-015-4515-1

Top-k probabilistic prevalent co-location mining in spatially uncertain data sets 

Lizhen WANG, Jun HAN, Hongmei CHEN, Junli LU

Front. Comput. Sci., 2016, 10 (3): 488-503

https://doi.org/10.1007/s11704-015-4196-9

Source code fragment summarization with small-scale crowdsourcing based features  

Najam NAZAR, He JIANG, Guojun GAO, Tao ZHANG, Xiaochen LI, Zhilei REN

Front. Comput. Sci., 2016, 10 (3): 504-517

https://doi.org/10.1007/s11704-015-4409-2

Understanding information interactions in diffusion: an evolutionary game-theoretic perspective  

Yuan SU, Xi ZHANG, Lixin LIU, Shouyou SONG, Binxing FANG

Front. Comput. Sci., 2016, 10 (3): 518-531

https://doi.org/10.1007/s11704-015-5008-y

A three-way incremental-learning algorithm for radar emitter identification  

Xin XU, Wei WANG, Jianhong WANG

Front. Comput. Sci., 2016, 10 (4): 673-688 

https://doi.org/10.1007/s11704-015-4457-7

Impact of preprocessing on medical data classification  

Sarab ALMUHAIDEB, Mohamed El Bachir MENAI

Front. Comput. Sci., 2016, 10 (6): 1082-1102

https://doi.org/10.1007/s11704-016-5203-5

A genetic algorithm based entity resolution approach with active learning  

Chenchen SUN, Derong SHEN, Yue KOU, Tiezheng NIE, Ge YU

Front. Comput. Sci., 2017, 11 (1): 147-159

https://doi.org/10.1007/s11704-015-5276-6

Extracting optimal actionable plans from additive tree models  

Qiang LU, Zhicheng CUI, Yixin CHEN, Xiaoping CHEN

Front. Comput. Sci., 2017, 11 (1): 160-173

https://doi.org/10.1007/s11704-016-5273-4

Discovering context-aware conditional functional dependencies  

Yuefeng DU, Derong SHEN, Tiezheng NIE, Yue KOU, Ge YU

Front. Comput. Sci., 2017, 11 (4): 688-701

https://doi.org/10.1007/s11704-016-5265-4

Topic evolution based on the probabilistic topic model: a review  

Houkui ZHOU, Huimin YU, Roland HU

Front. Comput. Sci., 2017, 11 (5): 786-802

https://doi.org/10.1007/s11704-016-5442-5

Boosting imbalanced data learning with Wiener process oversampling  

Qian LI, Gang LI, Wenjia NIU, Yanan CAO, Liang CHANG, Jianlong TAN, Li GUO

Front. Comput. Sci., 2017, 11 (5): 836-851

https://doi.org/10.1007/s11704-016-5250-y

A hierarchical similarity based job recommendation service framework for university students  

Rui LIU, Wenge RONG, Yuanxin OUYANG, Zhang XIONG

Front. Comput. Sci., 2017, 11 (5): 912-922 

https://doi.org/10.1007/s11704-016-5570-y

A probabilistic framework of preference discovery from folksonomy corpus  

Xiaohui GUO, Chunming HU, Richong ZHANG, Jinpeng HUAI

Front. Comput. Sci., 2017, 11 (6): 1075-1084

https://doi.org/10.1007/s11704-016-5132-3

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Frontiers of Computer Science

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Frontiers of Computer Science （FCS）是由教育部主管、高等教育出版社出版、SpringerNature 公司海外发行的英文学术期刊。本刊于 2007 年创刊，双月刊，全球发行。主要刊登计算机科学领域具有创新性的综述论文、研究论文等。本刊主编为李未院士，执行主编为熊璋教授和周志华教授。编委会及青年 AE 团队由国内外知名学者及优秀青年学者组成。本刊被 SCI、Ei、DBLP、INSPEC、SCOPUS 和中国科学引文数据库（CSCD）核心库等收录，为 CCF 推荐期刊；两次入选“中国科技期刊国际影响力提升计划”；入选“第4届中国国际化精品科技期刊”。

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