Fatma Özcan

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 52

Top Topics

Semantic Enrichment

Graph Construction

Natural Language

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Fatma Özcan, Ahmet Alkan
Explainable audio CNNs applied to neural decoding: sound category identification from inferior colliculus. Signal Image Video Process. 18 (2) (2024)
Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Jinli Cao, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Stratos Idreos, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Fatma Özcan, Liat Peterfreund, Soror Sahri, Sana Sellami, Roee Shraga, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Genoveva Vargas-Solar, Meihui Zhang, Wenjie Zhang
Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report. SIGMOD Rec. 53 (2) (2024)
Fatma Özcan
Rapid detection and interpretation of heart murmurs using phonocardiograms, transfer learning and explainable artificial intelligence. Health Inf. Sci. Syst. 12 (1) (2024)
Seo Jin Park, Ramesh Govindan, Kai Shen, David E. Culler, Fatma Özcan, Geon-Woo Kim, Hank Levy
Lovelock: Towards Smart NIC-hosted Clusters. CoRR (2023)
Chuan Lei, Abdul Quamar, Vasilis Efthymiou, Fatma Özcan, Rana Alotaibi
HERMES: data placement and schema optimization for enterprise knowledge bases. VLDB J. 32 (3) (2023)
Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Gillian Dobbie, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Behrooz Omidvar-Tehrani, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Shazia Sadiq, Sana Sellami, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Victor Zakhary, Meihui Zhang
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. SIGMOD Rec. 52 (2) (2023)
Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang
Diversity and Inclusion Activities in Database Conferences: A 2021 Report. SIGMOD Rec. 51 (2) (2022)
Fatma Özcan
Reflections On My Data Management Research Journey (VLDB Women in Database Research Award Talk). Proc. VLDB Endow. 15 (12) (2022)
Fatma Özcan, Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (13) (2022)
Abdul Quamar, Vasilis Efthymiou, Chuan Lei, Fatma Özcan
Natural Language Interfaces to Data. Found. Trends Databases 11 (4) (2022)
Fatma Özcan, Yuanyuan Tian
Reminiscences on Influential Papers. SIGMOD Rec. 51 (3) (2022)
Abdul Quamar, Vasilis Efthymiou, Chuan Lei, Fatma Özcan
Natural Language Interfaces to Data. CoRR (2022)
Alina Vretinaris, Chuan Lei, Vasilis Efthymiou, Xiao Qin, Fatma Özcan
Medical Entity Disambiguation Using Graph Neural Networks. SIGMOD Conference (2021)
Doris Jung Lin Lee, Abdul Quamar, Eser Kandogan, Fatma Özcan
Boomerang: Proactive Insight-Based Recommendations for Guiding Conversational Data Analysis. SIGMOD Conference (2021)
Fatma Özcan, Chuan Lei, Abdul Quamar, Vasilis Efthymiou
Semantic enrichment of data for AI applications. DEEM@SIGMOD (2021)
Shqiponja Ahmetaj, Vasilis Efthymiou, Ronald Fagin, Phokion G. Kolaitis, Chuan Lei, Fatma Özcan, Lucian Popa
Ontology-Enriched Query Answering on Relational Databases. AAAI (2021)
Rana Alotaibi, Chuan Lei, Abdul Quamar, Vasilis Efthymiou, Fatma Özcan
Property Graph Schema Optimization for Domain-Specific Knowledge Graphs. ICDE (2021)
Alina Vretinaris, Chuan Lei, Vasilis Efthymiou, Xiao Qin, Fatma Özcan
Medical Entity Disambiguation Using Graph Neural Networks. CoRR (2021)
Junheng Hao, Chuan Lei, Vasilis Efthymiou, Abdul Quamar, Fatma Özcan, Yizhou Sun, Wei Wang
MEDTO: Medical Data to Ontology Matching Using Hybrid Graph Neural Networks. KDD (2021)
Fatma Özcan, Ahmet Alkan
Frontal Cortex Neuron Type Classification with Deep Learning and Recurrence Plot. Traitement du Signal 38 (3) (2021)
Fatma Özcan, Lei Chen
Guest Editorial: Special issue on VLDB 2019. VLDB J. 30 (1) (2021)
Edgar Meij, Tara Safavi, Chenyan Xiong, Gianluca Demartini, Miriam Redi, Fatma Özcan
Proceedings of the KG-BIAS Workshop 2020 at AKBC 2020. CoRR (2020)
Tara Safavi, Edgar Meij, Fatma Özcan, Miriam Redi, Gianluca Demartini, Chenyan Xiong
Report on the first workshop on bias in automatic knowledge graph construction at AKBC 2020. SIGIR Forum 54 (2) (2020)
Abdul Quamar, Fatma Özcan, Dorian Miller, Robert J. Moore, Rebecca Niehus, Jeffrey T. Kreulen
Conversational BI: An Ontology-Driven ConversationSystem for Business Intelligence Applications. Proc. VLDB Endow. 13 (12) (2020)
Chuan Lei, Rana Alotaibi, Abdul Quamar, Vasilis Efthymiou, Fatma Özcan
Property Graph Schema Optimization for Domain-Specific Knowledge Graphs. CoRR (2020)
Christian Garcia-Arellano, Adam J. Storm, David Kalmuk, Hamdi Roumani, Ronald Barber, Yuanyuan Tian, Richard Sidle, Fatma Özcan, Matt Spilchen, Josh Tiefenbach, Daniel C. Zilio, Lan Pham, Kostas Rakopoulos, Alexander Cheung, Darren Pepper, Imran Sayyid, Gidon Gershinsky, Gal Lushi, Hamid Pirahesh
Db2 Event Store: A Purpose-Built IoT Database Engine. Proc. VLDB Endow. 13 (12) (2020)
Xue Han, Lianxue Hu, Jaydeep Sen, Yabin Dang, Buyu Gao, Vatche Isahagian, Chuan Lei, Vasilis Efthymiou, Fatma Özcan, Abdul Quamar, Ziming Huang, Vinod Muthusamy
Bootstrapping Natural Language Querying on Process Automation Data. SCC (2020)
Jaydeep Sen, Chuan Lei, Abdul Quamar, Fatma Özcan, Vasilis Efthymiou, Ayushi Dalmia, Greg Stager, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan
ATHENA++: Natural Language Querying for Complex Nested SQL Queries. Proc. VLDB Endow. 13 (11) (2020)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (9) (2019)
Joshua Shinavier, Kim Branson, Wei Zhang, Shima Dastgheib, Yuqing Gao, Bogdan G. Arsintescu, Fatma Özcan, Edgar Meij
Panel: Knowledge Graph Industry Applications. WWW (Companion Volume) (2019)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (10) (2019)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (7) (2019)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (11) (2019)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (8) (2019)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (5) (2019)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (13) (2019)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (12) (2019)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (6) (2019)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (1) (2018)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (4) (2018)
Lei Chen, Fatma Özcan
Front Matter. Proc. VLDB Endow. 12 (2) (2018)
Chuan Lei, Fatma Özcan, Abdul Quamar, Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan
Ontology-Based Natural Language Query Interfaces for Data Exploration. IEEE Data Eng. Bull. 41 (3) (2018)
Fatma Özcan, Yuanyuan Tian, Pinar Tözün
Hybrid Transactional/Analytical Processing: A Survey. SIGMOD Conference (2017)
Ronald Barber, Christian Garcia-Arellano, Ronen Grosman, René Müller, Vijayshankar Raman, Richard Sidle, Matt Spilchen, Adam J. Storm, Yuanyuan Tian, Pinar Tözün, Daniel C. Zilio, Matt Huras, Guy M. Lohman, Chandrasekaran Mohan, Fatma Özcan, Hamid Pirahesh
Evolving Databases for New-Gen Big Data Applications. CIDR (2017)
Manos Karpathiotakis, Avrilia Floratou, Fatma Özcan, Anastasia Ailamaki
No data left behind: real-time insights from a complex data ecosystem. SoCC (2017)
Viktor Rosenfeld, René Müller, Pinar Tözün, Fatma Özcan
Processing Java UDFs in a C++ environment. SoCC (2017)
Diptikalyan Saha, Avrilia Floratou, Karthik Sankaranarayanan, Umar Farooq Minhas, Ashish R. Mittal, Fatma Özcan
ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores. Proc. VLDB Endow. 9 (12) (2016)
Avrilia Floratou, Nimrod Megiddo, Navneet Potti, Fatma Özcan, Uday Kale, Jan Schmitz-Hermes
Adaptive Caching in Big SQL using the HDFS Cache. SoCC (2016)
Ronald Barber, Matt Huras, Guy M. Lohman, C. Mohan, René Müller, Fatma Özcan, Hamid Pirahesh, Vijayshankar Raman, Richard Sidle, Oleg Sidorkin, Adam J. Storm, Yuanyuan Tian, Pinar Tözün
Wildfire: Concurrent Blazing Data Ingest and Analytics. SIGMOD Conference (2016)
Yuanyuan Tian, Fatma Özcan, Tao Zou, Romulo Goncalves, Hamid Pirahesh
Building a Hybrid Warehouse: Efficient Joins between Data Stored in HDFS and Enterprise Warehouse. ACM Trans. Database Syst. 41 (4) (2016)
Juwei Shi, Yunjie Qiu, Umar Farooq Minhas, Limei Jiao, Chen Wang, Berthold Reinwald, Fatma Özcan
Clash of the Titans: MapReduce vs. Spark for Large Scale Data Analytics. Proc. VLDB Endow. 8 (13) (2015)
Fatma Özcan
Front Matter. Proc. VLDB Endow. 8 (9) (2015)
Avrilia Floratou, Umar Farooq Minhas, Fatma Özcan
SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures. Proc. VLDB Endow. 7 (12) (2014)
Avrilia Floratou, Fatma Özcan, Berni Schiefer
Benchmarking SQL-on-Hadoop Systems: TPC or Not TPC? WBDB (2014)
Fatma Özcan, Nesime Tatbul, Daniel J. Abadi, Marcel Kornacker, C. Mohan, Karthik Ramasamy, Janet L. Wiener
Are we experiencing a big data bubble? SIGMOD Conference (2014)
Eser Kandogan, Mary Roth, Cheryl A. Kieliszewski, Fatma Özcan, Bob Schloss, Marc-Thomas Schmidt
Data for All: A Systems Approach to Accelerate the Path from Data to Insight. BigData Congress (2013)
Andrey Balmin, Kevin S. Beyer, Vuk Ercegovac, John McPherson, Fatma Özcan, Hamid Pirahesh, Eugene J. Shekita, Yannis Sismanis, Sandeep Tata, Yuanyuan Tian
A platform for eXtreme Analytics. IBM J. Res. Dev. 57 (3/4) (2013)
Mohamed Y. Eltabakh, Fatma Özcan, Yannis Sismanis, Peter J. Haas, Hamid Pirahesh, Jan Vondrák
Eagle-eyed elephant: split-oriented indexing in Hadoop. EDBT (2013)
Mohamed Y. Eltabakh, Yuanyuan Tian, Fatma Özcan, Rainer Gemulla, Aljoscha Krettek, John McPherson
CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop. Proc. VLDB Endow. 4 (9) (2011)
Fatma Özcan, David Hoa, Kevin S. Beyer, Andrey Balmin, Chuan Jie Liu, Yu Li
Emerging trends in the enterprise data analytics: connecting Hadoop and DB2 warehouse. SIGMOD Conference (2011)
Kevin S. Beyer, Vuk Ercegovac, Rainer Gemulla, Andrey Balmin, Mohamed Y. Eltabakh, Carl-Christian Kanne, Fatma Özcan, Eugene J. Shekita
Jaql: A Scripting Language for Large Scale Semistructured Data Analysis. Proc. VLDB Endow. 4 (12) (2011)
Andrey Balmin, Latha S. Colby, Emiran Curtmola, Quanzhong Li, Fatma Özcan
Search Driven Analysis of Heterogenous XML Data CoRR (2009)
Andrey Balmin, Fatma Özcan, Ashutosh Singh, Edison Ting
Grouping and optimization of XPath expressions in DB2 pureXML. SIGMOD Conference (2008)
Andrey Balmin, Latha S. Colby, Emiran Curtmola, Quanzhong Li, Fatma Özcan, Sharath Srinivas, Zografoula Vagena
SEDA: a system for search, exploration, discovery, and analysis of XML Data. Proc. VLDB Endow. 1 (2) (2008)
Fatma Özcan, Normen Seemann, Ling Wang
XQuery Rewrite Optimization in IBM DB2 pureXML. IEEE Data Eng. Bull. 31 (4) (2008)
Zografoula Vagena, Latha S. Colby, Fatma Özcan, Andrey Balmin, Quanzhong Li
On the Effectiveness of Flexible Querying Heuristics for XML Data. XSym (2007)
Fatma Özcan, Donald D. Chamberlin, Krishna G. Kulkarni, Jan-Eike Michels
Integration of SQL and XQuery in IBM DB2. IBM Syst. J. 45 (2) (2006)
Andrey Balmin, Kevin S. Beyer, Fatma Özcan, Matthias Nicola
On the Path to Efficient XML Queries. VLDB (2006)
Kevin S. Beyer, Roberta Cochrane, M. Hvizdos, Vanja Josifovski, Jim Kleewein, George Lapis, Guy M. Lohman, Robert Lyle, Matthias Nicola, Fatma Özcan, Hamid Pirahesh, Normen Seemann, Ashutosh Singh, Tuong C. Truong, Robbert C. Van der Linden, Brian Vickery, Chun Zhang, Guogen Zhang
DB2 goes hybrid: Integrating native XML and XQuery with relational data and SQL. IBM Syst. J. 45 (2) (2006)
Kevin S. Beyer, Donald D. Chamberlin, Latha S. Colby, Fatma Özcan, Hamid Pirahesh, Yu Xu
Extending XQuery for Analytics. SIGMOD Conference (2005)
Kevin S. Beyer, Fatma Özcan, Sundar Saiprasad, Bert Van der Linden
DB2/XML: designing for evolution. SIGMOD Conference (2005)
Kevin S. Beyer, Roberta Cochrane, Vanja Josifovski, Jim Kleewein, George Lapis, Guy M. Lohman, Robert Lyle, Fatma Özcan, Hamid Pirahesh, Normen Seemann, Tuong C. Truong, Bert Van der Linden, Brian Vickery, Chun Zhang
System RX: One Part Relational, One Part XML. SIGMOD Conference (2005)
Andrey Balmin, Fatma Özcan, Kevin S. Beyer, Roberta Cochrane, Hamid Pirahesh
A Framework for Using Materialized XPath Views in XML Query Processing. VLDB (2004)
Khaled A. Arisha, Fatma Özcan, Robert B. Ross, V. S. Subrahmanian, Thomas Eiter, Sarit Kraus
Impact: a platform for collaborating agents. IEEE Intell. Syst. 14 (2) (1999)