The student will use the techniques learned in this course and in previous courses to solve a number of logically complex programming problems using pseudocode, with an emphasis on establishing ...

Complexity Theory and Polynomial Time Algorithms Publication Trend The graph below shows the total number of publications each year in Complexity Theory and Polynomial Time Algorithms.

This paper presents the Levinson algorithm, its rediscoveries and extensions. A review is given of the applications of the procedure to several areas of interest in the field of time series analysis. ...

Leveraging time series forecasting One of the most powerful approaches to algorithm analysis is using time series forecasting to establish a baseline of expected performance.

ABSTRACT Reconstructing the spatial pattern of a climate field through time from a dataset of overlapping instrumental and climate proxy time series is a nontrivial statistical problem. The need to ...

Algorithm design and analysis is fundamental to all areas of computer science and gives a rigorous framework for the study optimization. This course provides an introduction to algorithm design ...

How We Analyzed the COMPAS Recidivism Algorithm by Jeff Larson, Surya Mattu, Lauren Kirchner and Julia Angwin May 23, 2016 ...