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      A Survey of Anticipatory Mobile Networking: Context-Based Classification, Prediction Methodologies, and Optimization Techniques

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          Convex Optimization

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            Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications

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              Survey of clustering algorithms.

               Rui Xu,  Donald Wunsch (2005)
              Data analysis plays an indispensable role for understanding various phenomena. Cluster analysis, primitive exploration with little or no prior knowledge, consists of research developed across a wide variety of communities. The diversity, on one hand, equips us with many tools. On the other hand, the profusion of options causes confusion. We survey clustering algorithms for data sets appearing in statistics, computer science, and machine learning, and illustrate their applications in some benchmark data sets, the traveling salesman problem, and bioinformatics, a new field attracting intensive efforts. Several tightly related topics, proximity measure, and cluster validation, are also discussed.
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                Author and article information

                Journal
                IEEE Communications Surveys & Tutorials
                IEEE Commun. Surv. Tutorials
                Institute of Electrical and Electronics Engineers (IEEE)
                1553-877X
                23 2017
                23 2017
                : 19
                : 3
                : 1790-1821
                Article
                10.1109/COMST.2017.2694140
                © 2017
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