Wei Ding

US Patent:

8260605, Sep 4, 2012

Filed:

Dec 9, 2009

Appl. No.:

12/633929

Inventors:

Ping Chen - Houston TX, US
Wei Ding - Dorchester MA, US

Assignee:

University of Houston System - Houston TX

International Classification:

G06F 17/21
G06F 17/27

US Classification:

704 10, 704 9, 707999001, 707999003, 707999102

Abstract:

A machine-readable storage medium includes computer-executable instructions that, when executed by a processor, cause the processor to receive as input a target sentence comprising a target word and retrieve a gloss of the target word. The processor is further caused to parse the target sentence and the gloss. The processor is further caused to assign a score to the gloss based on the gloss's coherence to the target sentence.

US Patent:

20180046941, Feb 15, 2018

Filed:

Mar 2, 2017

Appl. No.:

15/447397

Inventors:

- San Diego CA, US
Subrato Kumar De - San Diego CA, US
Wei Ding - San Diego CA, US

International Classification:

G06N 99/00

Abstract:

A method for multi-instance learning (MIL)-based classification of a streaming input is described. The method includes running a first biased MIL model using extracted features from a subset of instances received in the streaming input to obtain a first classification result. The method also includes running a second biased MIL model using the extracted features to obtain a second classification result. The first biased MIL model is biased opposite the second biased MIL model. The method further includes classifying the streaming input based on the classification results of the first biased MIL model and the second biased MIL model.