The current genomic revolution was made possible by joint advances in genome
sequencing technologies and computational approaches for analyzing sequence data. The …

Long noncoding RNAs (lncRNAs) are products of pervasive transcription that closely
resemble messenger RNAs on the molecular level, yet function through largely unknown …

Logs are widely used in system management for dependability assurance because they are
often the only data available that record detailed system runtime behaviors in production …

This newly expanded and updated second edition of the best-selling classic continues to
take the" mystery" out of designing algorithms, and analyzing their efficacy and efficiency …

Two important similarity measures between sequences are the longest common
subsequence (LCS) and the dynamic time warping distance (DTWD). The computations of …

The aim of this paper is to give a comprehensive comparison of well-known longest common
subsequence algorithms (for two input strings) and study their behaviour in various …

A general model for data compression which includes most data compression systems in the
fiterature as special cases is presented. Macro schemes are based on the principle of …

Modern computing systems generate large amounts of log data. System administrators or
domain experts utilize the log data to understand and optimize system behaviors. Most …

Shapelets are discriminative subsequences of time series, usually embedded in shapelet-
based decision trees. The enumeration of time series shapelets is, however, computationally …

Trajectory datasets are becoming more and more popular due to the massive usage of GPS
and other location-based devices and services. In this paper, we address privacy issues …