Greedy column subset selection for large-scale data sets Ahmed K. FarahatAhmed ElgoharyMohamed S. Kamel Regular Paper 27 December 2014 Pages: 1 - 34
Classification of multivariate time series via temporal abstraction and time intervals mining Robert MoskovitchYuval Shahar Regular Paper 01 October 2014 Pages: 35 - 74
Forecasting spatiotemporal impact of traffic incidents for next-generation navigation systems Bei PanUgur DemiryurekCyrus Shahabi Regular Paper 09 September 2014 Pages: 75 - 104
Enumeration of time series motifs of all lengths Abdullah MueenNikan Chavoshi Regular Paper 18 October 2014 Pages: 105 - 132
Synergy of two mutations based immune multi-objective automatic fuzzy clustering algorithm Ruochen LiuLang ZhangLicheng Jiao Regular Paper 21 November 2014 Pages: 133 - 157
Sliding windows over uncertain data streams Michele DallachiesaGabriela Jacques-SilvaThemis Palpanas Regular Paper 25 December 2014 Pages: 159 - 190
Application of smoothing techniques for linear programming twin support vector machines M. Tanveer Regular Paper 21 September 2014 Pages: 191 - 214
Efficient location-based search of trajectories with location importance Da YanJames ChengWilfred Ng Regular Paper 09 October 2014 Pages: 215 - 245
Class imbalance revisited: a new experimental setup to assess the performance of treatment methods Ronaldo C. PratiGustavo E. A. P. A. BatistaDiego F. Silva Regular Paper 17 October 2014 Pages: 247 - 270