Dr. Liu graduated from the Shanghai Second Med Univ, Shanghai City, Shanghai, China in 1990. He works in Concord, NC and specializes in Neurology. Dr. Liu is affiliated with Carolinas Medical Center-NE.
Dr. Liu graduated from the Jiangxi Med Coll, Nanchang City, Jiangxi, China in 1985. She works in Dartmouth, MA and specializes in Internal Medicine. Dr. Liu is affiliated with St Lukes Hospital.
Isbn (Books And Publications)
Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data
Advances in Web Mining and Web Usage Analysis: 6th International Workshop on Knowledge Discovery on the Web, Webkdd 2004 Seattle, Wa, USA, August 22-25, 2004 Revised Selected Papers
Bing Liu - Winnetka IL, US Xiaowen Ding - Chicago IL, US
Assignee:
THE BOARD OF TRUSTEES OF THE UNIVERSITY OF ILLINOIS - URBANA IL
International Classification:
G06F 17/27
US Classification:
704 9
Abstract:
A system that incorporates teachings of the present disclosure may include, for example, a system having a controller to identify from commentaries of an object or service one or more context-dependent opinions associated with one or more features of the object or the service, and synthesize a semantic orientation for each of one or more context-dependent opinions of the one or more features. Additional embodiments are disclosed.
Method And Information Processing Apparatus That Perform Transfer Learning While Suppressing Occurrence Of Catastrophic Forgetting
- Fujimino-shi, JP - Urbana IL, US Bing Liu - Winnetka IL, US Gyuhak Kim - Chicago IL, US Zixuan Ke - Chicago IL, US
Assignee:
KDDI Research, Inc. - Fujimino-shi THE BOARD OF TRUSTEES OF THE UNIVERSITY OF ILLINOIS - URBANA IL
International Classification:
G06N 3/08 G06N 3/04 G06K 9/62
Abstract:
According to an aspect of the present disclosure, a method executed by an information processing apparatus in order to cause a neural network to learn a Ttask corresponding to a Tlearning set is provided. The method includes: for each of a plurality of units, determining an importance degree of the unit in the Ttask; for each of a plurality of layers, determining dissimilar tasks from among a first task to a (T−1)task, the dissimilar tasks being not similar to the Ttask in terms of behaviors in the layer; and in learning that uses the Tlearning set, suppressing updating of weight parameters of the plurality of units included in the plurality of layers in accordance with importance degrees in the dissimilar tasks determined for each of the plurality of layers.
License Records
Bing K Liu
Address:
Chicago, IL 60608
License #:
476328932 - Expired
Issued Date:
Sep 11, 1991
Expiration Date:
Mar 31, 1995
Type:
Licensed Real Estate Salesperson
Bing Liu
License #:
MT1881 - Active
Category:
MASSAGE THERAPY
Issued Date:
Nov 21, 2014
Expiration Date:
Jan 31, 2019
Type:
MASSAGE THERAPIST
Name / Title
Company / Classification
Phones & Addresses
Bing Liu Principal
SENTIQUEST, LLC Nonclassifiable Establishments
1050 Willow Rd, Winnetka, IL 60093
Bing Liu Vice President
THE SILK ROAD, INC
Googleplus
Bing Liu
Lived:
Chicago, IL Rockford, IL Los Angeles, CA Tuskegee, AL Beijing, China Chengdu, China
Work:
IASTE Local 600 - Camera Assistant (2011) 2nd Cine, Inc. - Camera Assistant Prairie Soul Film & Video, Target Corporation, Primo's Pizza
Education:
University of Illinois at Chicago - BA, English, Rock Valley College, Guilford High School, Rockford East High School