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 ...

Description The design, implementation, and analysis of abstract data types, data structures and their algorithms. Topics include: data and procedural abstraction, amortized data structures, trees and ...

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 ...

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

Protein complex analysis involves extensive interpretation of the structure and function of proteins, which are present in complex biological samples. Due to this, techniques like protein complex ...

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