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IEEE Transactions on Knowledge and Data Engineering
Institute of Electrical and Electronics Engineers, Inc.
 
   
 
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  1-10 of 67 reviews Date Reviewed 
   A rapid hybrid clustering algorithm for large volumes of high dimensional data
Rathore P., Kumar D., Bezdek J., Rajasegarar S., Palaniswami M. IEEE Transactions on Knowledge and Data Engineering 31(4): 641-654, 2019.  Type: Article

FensiVAT is a rapid hybrid clustering algorithm that identifies clusters in large datasets characterized by many instances (N) and multiple features (p) in each instance....

Mar 10 2020
  Learning multiple factors-aware diffusion models in social networks
Chou C., Chen M. IEEE Transactions on Knowledge and Data Engineering 30(7): 1268-1281, 2018.  Type: Article

Predicting information diffusion in social networks is a theoretical and practical concern, especially in the context of identifying and thwarting barely licit attempts to influence individuals’ political and purchasing decis...

Nov 6 2018
  Computing semantic similarity of concepts in knowledge graphs
Zhu G., Iglesias C. IEEE Transactions on Knowledge and Data Engineering 29(1): 72-85, 2017.  Type: Article

Semantic similarity expresses the commonality among concepts; therefore, it may play a critical role in a wide range of computational applications. The authors propose a method (wpath) to measure “the semantic similarity betw...

Jul 9 2018
  User preference learning for online social recommendation
Zhao Z., Lu H., Cai D., He X., Zhuang Y. IEEE Transactions on Knowledge and Data Engineering 28(9): 2522-2534, 2016.  Type: Article

Social recommendation models are attaining more and more attention and relevance in the fast-growing world of social media and social relations. Matrix factorization-based methods and probabilistic model-based methods are used in curre...

Apr 23 2018
  Analyzing sentiments in one go: a supervised joint topic modeling approach
Hai Z., Cong G., Chang K., Cheng P., Miao C. IEEE Transactions on Knowledge and Data Engineering 29(6): 1172-1185, 2017.  Type: Article

The so-called “crowd wisdom” phenomenon took on a whole new dimension with the advent of the web and the emergence of myriads of online product reviews written by both happy and (more often than not) angry customers...

Jan 17 2018
  Data-driven answer selection in community QA systems
Nie L., Wei X., Zhang D., Wang X., Gao Z., Yang Y. IEEE Transactions on Knowledge and Data Engineering 29(6): 1186-1198, 2017.  Type: Article

Nie et al. present an algorithm for ranking answer candidates from all of the available answers for a new question in a community question-answering (QA) system. One simple approach is to select the most similar question and, among the...

Oct 24 2017
  A scalable data chunk similarity based compression approach for efficient big sensing data processing on cloud
Yang C., Chen J. IEEE Transactions on Knowledge and Data Engineering 29(6): 1144-1157, 2017.  Type: Article

Marrying sensors and innovative industries (for example, think aircraft engines instrumented for real-time preventive maintenance) leads to the creation of a huge time series of data samples. One appealing approach to efficiently manag...

Jul 25 2017
  Knowledge base semantic integration using crowdsourcing
Meng R., Chen L., Tong Y., Zhang C. IEEE Transactions on Knowledge and Data Engineering 29(5): 1087-1100, 2017.  Type: Article

A major problem with integrating knowledge bases arises from the differing taxonomies underlying individual knowledge bases. Two nodes, one from each of a pair of taxonomies, may be related in one of four ways: they may be equivalent; ...

Jul 12 2017
  Semantic bootstrapping: a theoretical perspective
Wu W., Li H., Wang H., Zhu K. IEEE Transactions on Knowledge and Data Engineering 29(2): 446-457, 2017.  Type: Article

Language semantics can be seen as the natural language expressions of knowledge during learning, that is, during the knowledge acquisition process. Because learning is a bootstrapping process, it is natural for language semantics evalu...

Jun 27 2017
  Ring-shaped hotspot detection
Eftelioglu E., Shekhar S., Kang J., Farah C. IEEE Transactions on Knowledge and Data Engineering 28(12): 3367-3381, 2016.  Type: Article

What is the best way to search for an annular object? Such problems arise in situations as diverse as meteorite craters and the spread of infections. Previous methods of spatial searching have normally looked for rectangles or ellipses...

May 12 2017
 
 
 
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