Farnoush Banaei-Kashani

Research Scientist, Department of Computer Science
 
University of Southern California
3710 S. McClintock, RTH 326
Los Angeles, CA 90089
banaeika [at] usc [dot] edu
Tel: (213)810 0028, Fax: (213)821 1739
 

My research is focused on fundamental and applied data management with special interest in Data-driven Decision-making Systems (DDSs), i.e., systems that automate the process of decision-making based on data. Toward this end, my long-term research objective is to introduce novel solutions for all components of the DDS data management cycle (namely, data collection, transfer, preprocessing, storage for querying, analysis and mining, visualization, and actuation) under various combinations of the Big Data V3 challenges relevant for the desired DDS applications. In the past, I have worked on a number of DDSs from various application areas (including, health, energy, safety and security, transportation, and scientific computing). My research has been supported by grants from both governmental agencies (NSF/CENS, NIH/CTSI, DOT/METRANS, DOJ/NIJ, NASA/JPL) and industry (Google, IBM, Chevron, NGC).

Links to: Research and Publications, Projects, Presentations, Teaching, and Services

 


Research and Publications

Data Collection

Data Transfer

Data Preprocessing

Data Storeage for Querying

Data Analysis and Mining

Data Visualization


Projects


Recent Presentations


Teaching


Services


Mentees