Data Structures Balanced Trees Hashtables Amortized Analysis Union-Find Data Structures Fibonacci Heaps Graph Algorithms Shortest Path (Review) Flow Problems. Complexity Theory: P vs NP Advanced ...

Three methods of carrying out a regression analysis of data collected by means of a survey of complex design are investigated. Least squares methods which ignore population structure such as ...

Analysis of the data includes simple query and reporting, statistical analysis, more complex multidimensional analysis, and data mining.

Director of Computational Sciences and Informatics program for Complex Adaptive Systems and Professor in the School of Life Sciences, Arizona State University Multidimensional molecular ...

Unlike prior quantum approaches to topological data analysis, which often suffer from impractical scaling, the QTSP framework achieves linear scaling in signal dimension.