Abstract: In this paper, we propose an inexact block coordinate descent algorithm for large-scale nonsmooth nonconvex optimization problems. At each iteration, a particular block variable is selected ...
Abstract: The Dynamic Time Warping (DTW) algorithm is widely used in finding the global alignment of time series. Many time series data mining and analytical problems can be solved by the DTW ...
Sparse matrices, which are common in scientific applications, are matrices in which most elements are zero. To save space and running time it is critical to only store the nonzero elements. A standard ...
CodeSim is a research toolkit that implements and benchmarks 23 different unsupervised similarity measures for detecting code clones in Java source code. This work addresses the critical challenge of ...
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