Usc Viterbi School of Engineering
Research Associate Professor
University of Southern California
Research Assistant Professor
Limbex/Quarterdeck Jan 1996 - Jun 1998
Software Analyst
Quarterdeck 1996 - 1998
Systems Programmer
Information Sciences Institute 1996 - 1998
Project Leader
Education:
Uc Santa Barbara 1989 - 1995
Doctorates, Doctor of Philosophy, Physics
Princeton University 1985 - 1989
Bachelors, Bachelor of Arts, Physics
Stuyvesant High School 1982 - 1985
Skills:
Data Mining Data Analysis Mathematical Modeling Social Network Analysis Machine Learning Computer Science Data Science Statistics Artificial Intelligence
Us Patents
Learning Data Prototypes For Information Extraction
Kristina Lerman - Los Angeles CA Steven Minton - El Segundo CA
Assignee:
University of Southern California - Los Angeles CA
International Classification:
G06F 1730
US Classification:
707103, 707100, 707102, 707104, 704254
Abstract:
A method for determining statistically significant token sequences lends itself for use in the recognition of broken wrappers as well as the construction of new wrapper rules. When new wrapper rules are needed as the underlying wrapped data has changed, training examples are used to recognized data rule candidates that are culled with a bias for rule candidates that would be probably more successful. The resulting rule candidate set is clustered according to feature characteristics, then compared to the training examples. Those rule candidates most similar to the training examples are used to create new wrapper rules.
Systems And Methods For A Text Mining Approach For Predicting Exploitation Of Vulnerabilities
- Tempe AZ, US Palash Goyal - Los Angeles CA, US Kristina Lerman - Los Angeles CA, US Mohammed Almukaynizi - Chandler AZ, US Paulo Shakarian - Chandler AZ, US
Assignee:
Arizona Board of Regents on Behalf of Arizona State University - Tempe AZ University of Southern California - Marina del Rey CA
International Classification:
G06F 21/57 H04L 51/216 G06F 40/279
Abstract:
Various embodiments of a computer-implemented framework for predicting exploitation of software vulnerabilities are disclosed.
Techniques To Evaluate And Enhance Cognitive Performance
- Richland WA, US Kristina Lerman - Los Angeles CA, US Lyndsey Franklin - West Richland WA, US Dustin Arendt - Richland WA, US
Assignee:
BATTELLE MEMORIAL INSTITUTE - Richland WA
International Classification:
A61B 5/16 G09B 7/00
Abstract:
In one embodiment of the present application, an operator provides entries into the computer workstation indicative of an evaluation. Assessment of the entries takes place relative to data representative of a corresponding multiple resource neuroenergetic model for the cognitively demanding activity. Generation of an operator instruction results from the assessment that is provided to the operator through the computer workstation. The operator instruction directs the operator to take a break from the cognitively demanding activity based on the assessment.
Youtube
Be My forever ? - Ep. 2
Be My Forever ? - Episode 2 of the first season. *SORRY FOR BEING LATE...
Category:
Film & Animation
Uploaded:
13 May, 2011
Duration:
3m 47s
Kristina Lerman
Duration:
1m 20s
Panel Q&A: Future Developments in Research, M...
Duration:
11m 53s
AI SEMINAR RECAP | KRISTINA LERMAN
Ethics in Artificial Intelligence: What is ethics? Watch the full vide...
Duration:
5m 20s
IC2S2'20 Keynote talk by Kristina Lerman
Duration:
29m 54s
Biased Data and Other Threats to Validity of ...
University of Exeter Computer Seminar Series - 12 Nov 2020. Title: Bia...
Duration:
1h 2m 19s
MEDIATE @ ICWSM-21: 10. Kristina Lerman Geogr...
Duration:
20m 33s
CHM Seminar Series: Biases in Data & Other Th...
Kristina Lerman, University of Southern California: Biases in Data & O...
"They were one of the first social media sites," says Kristina Lerman, an assistant research professor at the University of Southern California who has studied Digg and other social news sharing sites. "They introduced social components like having friends and followers."