Svetlozar Nestorov

Previously he was an Assistant Professor in Computer Science at the University of Chicago where he taught databases and computer systems to undergraduate and graduate students. While on leave from the University of Chicago, he co-founded Mobissimo, a venture-backed travel search engine which was chosen as one of the 50 coolest web sites by Time Magazine in 2004.

Svetlozar received his undergraduate degrees in Computer Science and Mathematics from Stanford University in 1994 and M.S. in Computer Science in 1997 also from Stanford University. He received his Ph.D. in Computer Science in 2000 from Stanford University with a dissertation titled “Data Mining Techniques for Structured and Semistructured Data”. His advisor was Prof. Jeffrey Ullman.

Svetlozar leads the design and development of the data warehouse project at the Nielsen Data Center at the Kilts Center for Marketing which is part of the Chicago Booth School of Business. His research interests also include data mining, high performance computing, and web technologies.

Publications

Extracting schema from semistructured data S Nestorov, S Abiteboul, R Motwani 1998

Template-based wrappers in the TSIMMIS system J Hammer, H Garcia-Molina, S Nestorov, R Yerneni, M Breunig 1997

Representative objects: Concise representations of semistructured, hierarchical data S Nestorov, J Ullman, J Wiener, S Chawathe 1997

Query flocks: A generalization of association-rule mining D Tsur, JD Ullman, S Abiteboul, C Clifton, R Motwani, S Nestorov 1998

Airbnb: Exciting innovation or passing fad? A Varma, N Jukic, A Pestek, CJ Shultz, S Nestoro 2016

The computational materials repository DD Landis, JS Hummelshøj, S Nestorov, J Greeley, M Dułak, T Bligaard 2012

Augmenting data warehouses with big data N Jukić, A Sharma, S Nestorov, B Jukić 2015

Ad-hoc association-rule mining within the data warehouse S Nestorov, N Jukic 2003

Comprehensive data warehouse exploration with qualified association-rule mining N Jukić, S Nestorov 2006

Reshaping text data for efficient processing on Amazon EC2 G Turcu, I Foster, S Nestorov 2011

Integrating data mining with relational DBMS: A tightly-coupled approach S Nestorov, S Tsur 1999

Database systems: Introduction to databases and data warehouses N Jukic, S Vrbsky, S Nestorov, A Sharma 2014

Quantifying the impact and extent of undocumented biomedical synonymy DR Blair, K Wang, S Nestorov, JA Evans, A Rzhetsky 2014

Expediting analytical databases with columnar approach N Jukic, B Jukic, A Sharma, S Nestorov, BK Arnold 2017

Enhancing database access control by facilitating non-key related cover stories N Jukic, S Nestorov, SV Vrbsky, A Parrish 2005

Closing the key loophole in MLS databases N Jukic, S Nestorov, S Vrbsky 2003

Efficient Incremental Maintenance of Derived Relations and BLAST Computations in Bioinformatics Data Warehouses G Turcu, S Nestorov, I Foster 2008

Process and data logic integration: Logical links between uml use case narratives and er diagrams B Jukic, N Jukic, S Nestorov 2013

Framework for integrating process and data logic: Connecting UML use cases and ER diagrams B Jukić, N Jukić, S Nestorov 2013

Data mining techniques for structured and semistructured data SE Nestorov 2000

Generating insights through data preparation, visualization, and analysis: Framework for combining clustering and data visualization techniques for low-cardinality sequential data S Nestorov, B Jukić, N Jukić, A Sharma, S Rossi 2019

Uncovering actionable knowledge in corporate data with qualified association rules N Jukic, S Nestorov, M Velasco, J Eddington 2011

Implementing SEID as a Solution for Connecting NKCS S Nestorov, N Jukic 2003

Design and implementation of a data visualization course with a real-world project component in an undergraduate information systems curriculum S Nestorov, N Jukić, S Rossi 2019

Efficient processing of relational queries with sum constraints S Nestorov, C Liu, I Foster 2007

The effects of technological supervision on gig workers: organizational control and motivation of Uber, taxi, and limousine drivers P Norlander, N Jukic, A Varma, S Nestorov 2020

Towards Extracting Detailed Metadata from Academic Research Articles S Nestorov, N Jukic, S Cannon, A Sharma, K Bryant 2016

Data modeling in the cloud N Jukic, MK Ruiz, SN Shea, SE Nestorov, SV Vrbsky, M Velasco, B Jukic 2013

Building a Business Data Analytics Graduate Certificate S Nestorov, M Malliaris, N Jukic 2019

Tourism Management Perspectives A Ahmad 2014

Reshaping text data for efficient processing on Amazon EC2. I Brandic, I Raicu, G Turcu, I Foster, S Nestorov 2011

Materials Design Workbench: An open-access database for materials and molecular design GA Ferguson, J Greeley, P Zapol, LA Curtiss, SE Nestorov, IT Foster 2011

The issue number is given in front of the page numbers. S Gil, A Brown, MC Morse, H Feshbach, K Church, M Dillencourt 2011

Key Attributes: Expanded Database S Nestorov, SV Vrbsky 2007

Query Processing and Optimization-Efficient Processing of Relational Queries with Sum Constraints S Nestorov, C Liu, I Foster 2007

Cover Stories for Key Attributes—Expanded Database Access Control N Jukic, S Nestorov, SV Vrbsky, A Parrish 2007

Efficient processing of relational queries with constraints over the sum of multiple attributes C Liu, S Nestorov, I Foster 2006

Dick Tsur, Hitachi Corp. Je rey D. Ullman, Stanford University S Abiteboul, C Clifton, R Motwani, S Nestorov, A Rosenthal 1997

Query Flocks: A Generalization of Association-Rule Mining R Motwani, S Nestorov 1997

Dick Tsur JD Ullman, S Abiteboul, C Clifton, R Motwani, S Nestorov, A Rosenthal 1997

Dick Tsur, Hitachi Corp. JD Ullman, S Abiteboul, C Clifton, R Motwani, S Nestorov, A Rosenthal 1997

Gregory Piatetsky-Shapiro, KDnuggets, USA J Gosh, A Grama, S Guha, D Gunopulos, Y Guo, HJ Hamilton, J Han

Rewriting Techniques for Efficient Processing of Relational Queries with Arithmetic Constraints C Liu, S Nestorov, I Foster

Quantifying the Impact and Extent of Undocumented Biomedical Synonymy Supporting Information DR Blair, K Wang, S Nestorov, JA Evans, A Rzhetsky