These are my lecture materials for my class CS 450: Design and Analysis of Algorithms, which I teach at Washington State University, Vancouver campus. These include the lecture slides that I use, as ...

The paper begins with an exploration of tree methods and boosting techniques. We delve into the mathematical principles of XGBoost, its implementation, and a comparative analysis with the GBDT ...

The MPEG-1 Layer III (MP3) algorithm is one of the most successful audio formats for consumer audio storage and for transfer and playback of music on digital au ...

Course Description 15-451/651 is an advanced undergraduate/masters algorithms class. We cover fundamental algorithmic modeling techniques (e.g. dynamic programming, graphs, network flows, linear ...

Abstract:This letter proposes an efficient Decoupled Optimization Algorithm (DOA) to address a class of regression problems commonly encountered in signal processing, system identification, and ...

Course Description: Linear Programs (LPs) and Semidefinite Programs (SDPs) are central tools in the design and analysis of algorithms. In this course, we will study the mathematical foundations behind ...

Keywords Wireless Sensor Network; Multi-Class; Network Security Share and Cite: Zhou, H. , Liu, Q. and Cui, C. (2013) Research on Intrusion Detection Algorithm Based on Multi-Class SVM in Wireless ...