Fatma Özcan

Orcid: 0000-0002-4418-4724

Affiliations:
  • Systems Research@Google
  • IBM Research (former)


According to our database1, Fatma Özcan authored at least 91 papers between 1995 and 2024.

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Timeline

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Bibliography

2024
Explainable audio CNNs applied to neural decoding: sound category identification from inferior colliculus.
Signal Image Video Process., 2024

2023
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report.
SIGMOD Rec., June, 2023

HERMES: data placement and schema optimization for enterprise knowledge bases.
VLDB J., May, 2023

Lovelock: Towards Smart NIC-hosted Clusters.
CoRR, 2023

2022
Reminiscences on Influential Papers.
SIGMOD Rec., 2022

Diversity and Inclusion Activities in Database Conferences: A 2021 Report.
SIGMOD Rec., 2022

Front Matter.
Proc. VLDB Endow., 2022

Reflections On My Data Management Research Journey (VLDB Women in Database Research Award Talk).
Proc. VLDB Endow., 2022

Natural Language Interfaces to Data.
Found. Trends Databases, 2022

2021
Guest Editorial: Special issue on VLDB 2019.
VLDB J., 2021

Frontal Cortex Neuron Type Classification with Deep Learning and Recurrence Plot.
Traitement du Signal, 2021

BI-REC: Guided Data Analysis for Conversational Business Intelligence.
CoRR, 2021

Medical Entity Disambiguation Using Graph Neural Networks.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Semantic enrichment of data for AI applications.
Proceedings of the Fifth Workshop on Data Management for End-To-End Machine Learning, 2021

Boomerang: Proactive Insight-Based Recommendations for Guiding Conversational Data Analysis.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

MEDTO: Medical Data to Ontology Matching Using Hybrid Graph Neural Networks.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Property Graph Schema Optimization for Domain-Specific Knowledge Graphs.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Ontology-Enriched Query Answering on Relational Databases.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Report on the first workshop on bias in automatic knowledge graph construction at AKBC 2020.
SIGIR Forum, 2020

ATHENA++: Natural Language Querying for Complex Nested SQL Queries.
Proc. VLDB Endow., 2020

Conversational BI: An Ontology-Driven ConversationSystem for Business Intelligence Applications.
Proc. VLDB Endow., 2020

Db2 Event Store: A Purpose-Built IoT Database Engine.
Proc. VLDB Endow., 2020

Proceedings of the KG-BIAS Workshop 2020 at AKBC 2020.
CoRR, 2020

An Ontology-Based Conversation System for Knowledge Bases.
Proceedings of the 2020 International Conference on Management of Data, 2020

State of the Art and Open Challenges in Natural Language Interfaces to Data.
Proceedings of the 2020 International Conference on Management of Data, 2020

Expanding Query Answers on Medical Knowledge Bases.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Bootstrapping Natural Language Querying on Process Automation Data.
Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019
The Seattle Report on Database Research.
SIGMOD Rec., 2019

Front Matter.
Proc. VLDB Endow., 2019

Panel: Knowledge Graph Industry Applications.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Natural Language Querying of Complex Business Intelligence Queries.
Proceedings of the 2019 International Conference on Management of Data, 2019

2018
SQL Analytics on Big Data.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

XQuery Processors.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Ontology-Based Natural Language Query Interfaces for Data Exploration.
IEEE Data Eng. Bull., 2018

Discovery and Creation of Rich Entities for Knowledge Bases.
Proceedings of the 5th International Workshop on Exploratory Search in Databases and the Web, 2018

2017
Creation and Interaction with Large-scale Domain-Specific Knowledge Bases.
Proc. VLDB Endow., 2017

Hybrid Transactional/Analytical Processing: A Survey.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Processing Java UDFs in a C++ environment.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

No data left behind: real-time insights from a complex data ecosystem.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

Evolving Databases for New-Gen Big Data Applications.
Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016
Building a Hybrid Warehouse: Efficient Joins between Data Stored in HDFS and Enterprise Warehouse.
ACM Trans. Database Syst., 2016

ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores.
Proc. VLDB Endow., 2016

Wildfire: Concurrent Blazing Data Ingest and Analytics.
Proceedings of the 2016 International Conference on Management of Data, 2016

Adaptive Caching in Big SQL using the HDFS Cache.
Proceedings of the Seventh ACM Symposium on Cloud Computing, 2016

2015
Clash of the Titans: MapReduce vs. Spark for Large Scale Data Analytics.
Proc. VLDB Endow., 2015

Front Matter.
Proc. VLDB Endow., 2015

Tutorial: SQL-on-Hadoop Systems.
Proc. VLDB Endow., 2015

Joins for Hybrid Warehouses: Exploiting Massive Parallelism in Hadoop and Enterprise Data Warehouses.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

A Generic Solution to Integrate SQL and Analytics for Big Data.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014
SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures.
Proc. VLDB Endow., 2014

Benchmarking SQL-on-Hadoop Systems: TPC or Not TPC?
Proceedings of the Big Data Benchmarking - 5th International Workshop, 2014

Are we experiencing a big data bubble?
Proceedings of the International Conference on Management of Data, 2014

Dynamically optimizing queries over large scale data platforms.
Proceedings of the International Conference on Management of Data, 2014

2013
Next Generation Data Analytics at IBM Research.
Proc. VLDB Endow., 2013

A platform for eXtreme Analytics.
IBM J. Res. Dev., 2013

Eagle-eyed elephant: split-oriented indexing in Hadoop.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Data for All: A Systems Approach to Accelerate the Path from Data to Insight.
Proceedings of the IEEE International Congress on Big Data, 2013

2012
CDMW 2012 - city data management workshop: workshop summary.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop.
Proc. VLDB Endow., 2011

Jaql: A Scripting Language for Large Scale Semistructured Data Analysis.
Proc. VLDB Endow., 2011

Emerging trends in the enterprise data analytics: connecting Hadoop and DB2 warehouse.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2009
XQuery Processors.
Proceedings of the Encyclopedia of Database Systems, 2009

Search Driven Analysis of Heterogenous XML Data.
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2008
SEDA: a system for search, exploration, discovery, and analysis of XML Data.
Proc. VLDB Endow., 2008

XQuery Rewrite Optimization in IBM DB2 pureXML.
IEEE Data Eng. Bull., 2008

Grouping and optimization of XPath expressions in DB2 pureXML.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Grouping and Optimization of XPath Expressions in System RX.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
On the Effectiveness of Flexible Querying Heuristics for XML Data.
Proceedings of the Database and XMLTechnologies, 5th International XML Database Symposium, 2007

2006
Integration of SQL and XQuery in IBM DB2.
IBM Syst. J., 2006

DB2 goes hybrid: Integrating native XML and XQuery with relational data and SQL.
IBM Syst. J., 2006

On the Path to Efficient XML Queries.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

2005
System RX: One Part Relational, One Part XML.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

DB2/XML: designing for evolution.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Extending XQuery for Analytics.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

2004
Improving Performance of Heterogeneous Agents.
Ann. Math. Artif. Intell., 2004

XQery for Analytics: Challenges and Requirements.
Proceedings of the First International Workshop on XQuery Implementation, 2004

A Framework for Using Materialized XPath Views in XML Query Processing.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

2001
Optimal Agent Selection.
Proceedings of the KI 2001: Advances in Artificial Intelligence, 2001

Partitioning Activities for Agents.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

2000
Improving Performance of heavily loaded agents
CoRR, 2000

Heterogenous Active Agents
MIT Press, ISBN: 0-262-19436-8, 2000

1999
Impact: a platform for collaborating agents.
IEEE Intell. Syst., 1999

Cost Models DO Matter: Providing Cost Information for Diverse Data Sources in a Federated System.
Proceedings of the VLDB'99, 1999

1998
IMPACT: The Interactive Maryland Platform for Agents Collaborating Together.
Proceedings of the Third International Conference on Multiagent Systems, 1998

1997
Multidatabase Query Optimization.
Distributed Parallel Databases, 1997

Dynamic Query Optimization in Multidatabases.
IEEE Data Eng. Bull., 1997

1996
METU Interoperable Database System.
Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, 1996

A Multidatabase System Implementation on CORBA.
Proceedings of the Sixth International Workshop on Research Issues in Data Engineering, 1996

Dynamic Query Optimization on a Distributed Object Management Platform.
Proceedings of the CIKM '96, Proceedings of the Fifth International Conference on Information and Knowledge Management, November 12, 1996

1995
METU Interoperable Database System.
SIGMOD Rec., 1995

A Region Based Query Optimizer Through Cascades Query Optimizer Framework.
IEEE Data Eng. Bull., 1995


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