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Alexander T Graf, 453299 Arizona St, Oakland, CA 94602

Alexander Graf Phones & Addresses

3299 Arizona St, Oakland, CA 94602   

226 Athol Ave, Oakland, CA 94606    510-4656679   

Emeryville, CA   

Jacksonville, FL   

6 Cambridge St, Allston, MA 02134    617-7831913   

Jamaica Plain, MA   

1424 Wake Forest Dr, Davis, CA 95616    530-2971865   

Social networks

Alexander T Graf

Linkedin

Work

Company: Ge digital Feb 2016 to Nov 2016 Position: Interim manager of data science commercial team

Education

School / High School: Massachusetts Institute of Technology 2004 to 2008

Skills

Machine Learning • Python • Deep Learning • Data Mining • R

Languages

English • French

Interests

Civil Rights and Social Action

Industries

Research

Mentions for Alexander T Graf

Resumes & CV records

Resumes

Alexander Graf Photo 35

Senior Staff Data Scientist And Acting Manager

Location:
San Francisco, CA
Industry:
Research
Work:
Ge Digital Feb 2016 - Nov 2016
Interim Manager of Data Science Commercial Team
Ge Jun 2013 - Apr 2016
Staff Data Scientist
Ge Digital Jun 2013 - Apr 2016
Senior Staff Data Scientist and Acting Manager
Lawrence Livermore National Laboratory 2009 - Aug 2012
Postdoctoral Scientist
Massachusetts Institute of Technology (Mit) 2004 - 2008
Visiting Graduate Student
Education:
Massachusetts Institute of Technology 2004 - 2008
University of California, Davis 2001 - 2004
Doctorates, Doctor of Philosophy, Physics
University of North Florida 1996 - 2000
Skills:
Machine Learning, Python, Deep Learning, Data Mining, R
Interests:
Civil Rights and Social Action
Languages:
English
French

Publications & IP owners

Us Patents

Creating Predictive Damage Models By Transductive Transfer Learning

US Patent:
2017030, Oct 19, 2017
Filed:
Apr 19, 2016
Appl. No.:
15/132884
Inventors:
- Schenectady NY, US
Subhankar GHOSH - Bangalore, IN
Alexander Turner GRAF - San Ramon CA, US
International Classification:
G06F 17/50
G06N 99/00
G06F 17/11
Abstract:
A method for creating predictive damage models includes receiving a first predictive damage model, identifying latent space between a first and a second domain asset, building a regression model from first domain asset projected source data, create target dependent variables of a second model, applying classification or regression techniques to determine a function expressing the dependent variables, determining data points from the function to develop a second regression model, applying the second regression model to data points to predict target dependent variables, evaluating the second predictive damage model using the predicted target dependent variables, performing a sensitivity study to determine a directionality parameter of the second predictive damage model, and if the results are within an acceptable predetermined range, providing maintenance or servicing recommendations generated by the second predictive model to a user platform display, else repeating the process by rebuilding the regression model to further refine the regression model.

System And Method For Unsupervised Anomaly Detection On Industrial Time-Series Data

US Patent:
2017028, Oct 5, 2017
Filed:
Mar 30, 2017
Appl. No.:
15/474563
Inventors:
- Schenectady NY, US
Achalesh Kumar PANDEY - San Ramon CA, US
Alexander NARKAJ - San Ramon CA, US
Alexander Turner GRAF - San Ramon CA, US
Hao HUANG - San Ramon CA, US
International Classification:
G01M 15/02
G01M 15/14
Abstract:
The present embodiments related to a machinery failure evaluation system and associated method. The system may receive time-series data associated with a piece of machinery. An anomaly associated with the piece of machinery may automatically be determined by comparing the time-series data with a model associated with the piece of machinery. Furthermore, it may be determined that the anomaly is not a known fault based on performing a lookup of known failure modes. In a case that the anomaly is not a known fault, an alert associated with an unknown failure mode may be transmitted.

Isbn (Books And Publications)

The Cinema Of Wim Wenders: The Celluloid Highway

Author:
Alexander Graf
ISBN #:
1903364299

The Cinema Of Wim Wenders: The Celluloid Highway

Author:
Alexander Graf
ISBN #:
1903364302

A.s. Puskins Werk Und Wirkung: Beitrage Zu Einer Gottinger Ringvorlesung

Author:
Alexander Graf
ISBN #:
3447043644

Das Selbstmordmotiv In Der Russischen Prosa Des 20. Jahrhunderts

Author:
Alexander Graf
ISBN #:
3631306954

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