加州大学伯克利分校工业工程与运筹学系导师教师师资介绍简介-Dorit Hochbaum

本站小编 Free考研考试/2022-09-12

Title
Chancellor Professor of Industrial Engineering and Operations Research

Department
Dept of Industrial Engineering & Operations Research


Faculty URL
http://www.ieor.berkeley.edu/~hochbaum

Research Group
http://riot.ieor.berkeley.edu/riot/

Email
hochbaum@ieor.berkeley.edu

Phone
(510) 642-4998

Fax
(510) 642-1403


Search UC Berkeley Directory





Research Expertise and Interest
data mining, integer programming, discrete optimization, network flow techniques, clustering, image segmentation, machine vision, pattern recognition

Research Description
Developing efficient algorithms for large scale image segmentation, clustering, aggregate ranking and data mining. Discrete optimization, network flow techniques, approximation algorithms and techniques for coping with NP-hardness. Application areas of interest include homeland security pattern recognition, medical imaging, distribution and logistics, transportation and locations of facilities.