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  Browse All Reviews > Information Systems (H) > Database Management (H.2) > Logical Design (H.2.1) > Data Models (H.2.1...)  
  1-10 of 339 Reviews about "Data Models (H.2.1...)": Date Reviewed
  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. A thorough underst...

Jan 17 2018
  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 managing this flo...

Jul 25 2017
  Types from data: making structured data first-class citizens in F#
Petricek T., Guerra G., Syme D.  PLDI 2016 (Proceedings of the 37th ACM SIGPLAN Conference on Programming Language Design and Implementation, Santa Barbara, CA,  Jun 13-17, 2016) 477-490, 2016. Type: Proceedings

Imagine learning the data schema formats of an application just by analyzing JavaScript Object Notation (JSON), Extensible Markup Language (XML), or comma-separated values (CSV) examples. By using shape inference algorithms, the “shape”...

Jul 13 2017
  Information-theoretic caching: sequential coding for computing
Wang C., Lim S., Gastpar M.  IEEE Transactions on Information Theory 62(11): 6393-6406, 2016. Type: Article

Streaming video sequences can be encoded in real time by applying a variable of some average rate of bits per symbol. Such a technique stores both the data sequence and the request sequence simultaneously for updated visual information of the vide...

Jun 21 2017
  A general recommendation model for heterogeneous networks
Pham T., Li X., Cong G., Zhang Z.  IEEE Transactions on Knowledge and Data Engineering 28(12): 3140-3153, 2016. Type: Article

Recommenders take data, analyze it, and on the basis of these results offer recommendations to end users about the decisions to make: which restaurant would be the most appropriate considering their preferences and location, what concert to attend...

May 9 2017
  Crowdsourced data management: a survey
Li G., Wang J., Zheng Y., Franklin M.  IEEE Transactions on Knowledge and Data Engineering 28(9): 2296-2319, 2016. Type: Article

Many data management and analytics tasks, notably entity resolution, sentiment analysis, and image recognition, cannot always be fulfilled through automated software processes alone, but also require the application of human cognition. Human compu...

Apr 18 2017
  Dimensional enrichment of statistical linked open data
Varga J., Vaisman A., Romero O., Etcheverry L., Pedersen T., Thomsen C.  Journal of Web Semantics 40(C): 22-51, 2016. Type: Article

As with most consolidated analysis techniques, online analytical processing (OLAP) usually assumes a local data environment (for example, analysis within an organization) in which multidimensional datasets are modeled according to proprietary stan...

Feb 16 2017
  Reconstruction of gene regulatory networks based on repairing sparse low-rank matrices
Chang Y., Dobbe R., Bhushan P., Gray J., Tomlin C.  IEEE/ACM Transactions on Computational Biology and Bioinformatics 13(4): 767-777, 2016. Type: Article

The reconstruction of gene regulatory networks (GRN) is a complex problem that merits attention due to the need to organize time series gene expression data into meaningful structures. Data-driven techniques allow large datasets to be analyzed wit...

Feb 1 2017
  Sharing data and models in software engineering
Menzies T., Kocaguneli E., Minku L., Peters F., Turhan B.,  Morgan Kaufmann Publishers Inc., San Francisco, CA, 2015. 406 pp. Type: Book (978-0-124172-95-1)

Very large volumes of data are collected and stored at the organizational level; software algorithms and dedicated products require this data to be shared. There is a great interest in addressing the data sharing models using data mining solutions...

Dec 7 2016
  Querying graphs with data
Libkin L., Martens W., Vrgoč D.  Journal of the ACM 63(2): 1-53, 2016. Type: Article

Various approaches to querying so-called graphs with data are described very comprehensively in this paper. In principle, this category of graphs is called (labeled) property graphs in the graph database community. Concerning queries in such datab...

Oct 25 2016
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