Mourad Ouzzani

Proc. VLDB Endow., August, 2024

Detecting and Mitigating Sampling Bias in Cybersecurity with Unlabeled Data.

[BibT_eX]

[DOI]

Proceedings of the 33rd USENIX Security Symposium, 2024

2023

RetClean: Retrieval-Based Data Cleaning Using Foundation Models and Data Lakes.

[BibT_eX]

[DOI]

Mohammad Shahmeer Ahmad

CoRR, 2023

2022

Interactively discovering and ranking desired tuples by data exploration.

[BibT_eX]

[DOI]

VLDB J., 2022

Automated Annotations for AI Data and Model Transparency.

[BibT_eX]

[DOI]

Mayuresh Kunjir

Sanjay Chawla

ACM J. Data Inf. Qual., 2022

Sevi: Speech-to-Visualization through Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

Deep Learning for Blocking in Entity Matching: A Design Space Exploration.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Horizon: Scalable Dependency-driven Data Cleaning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Database systems research in the Arab world: a tradition that spans decades.

[BibT_eX]

[DOI]

Commun. ACM, 2021

Ranking Desired Tuples by Database Exploration.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Debugging Large-Scale Data Science Pipelines using Dagger.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Pattern Functional Dependencies for Data Cleaning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

LocationSpark: In-memory Distributed Spatial Query Processing and Optimization.

[BibT_eX]

[DOI]

Frontiers Big Data, 2020

Relational Pretrained Transformers towards Democratizing Data Preparation [Vision].

[BibT_eX]

[DOI]

CoRR, 2020

CoClean: Collaborative Data Cleaning.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Data Curation with Deep Learning.

[BibT_eX]

[DOI]

AnHai Doan

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Dagger: A Data (not code) Debugger.

[BibT_eX]

[DOI]

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019

Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Dataset-On-Demand: Automatic View Search and Presentation for Data Discovery.

[BibT_eX]

[DOI]

CoRR, 2019

Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation.

[BibT_eX]

[DOI]

CoRR, 2019

Explaining Entity Resolution Predictions: Where are we and What needs to be done?

[BibT_eX]

[DOI]

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2019

Towards an End-to-End Human-Centric Data Cleaning Framework.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2019

ANMAT: Automatic Knowledge Discovery and Error Detection through Pattern Functional Dependencies.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Raha: A Configuration-Free Error Detection System.

[BibT_eX]

[DOI]

Mohammad Mahdavi

Ziawasch Abedjan

Proceedings of the 2019 International Conference on Management of Data, 2019

EXPLAINER: Entity Resolution Explanations.

[BibT_eX]

[DOI]

Amr Ebaid

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Unsupervised String Transformation Learning for Entity Consolidation.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Data civilizer: end-to-end support for data discovery, integration, and cleaning.

[BibT_eX]

[DOI]

Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019

2018

Correctness Criteria Beyond Serializability.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Generalization of ACID Properties.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Efficient Parallel Skyline Query Processing for High-Dimensional Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Distributed Representations of Tuples for Entity Resolution.

[BibT_eX]

[DOI]

Muhammad Ebraheem

Shafiq R. Joty

Proc. VLDB Endow., 2018

RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -.

[BibT_eX]

[DOI]

Divy Agrawal

Sanjay Chawla

Bertty Contreras-Rojas

Anis Troudi

Proc. VLDB Endow., 2018

COACT: a query interface language for collaborative databases.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2018

AUDIT: approving and tracking updates with dependencies in collaborative databases.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2018

Reuse and Adaptation for Entity Resolution through Transfer Learning.

[BibT_eX]

[DOI]

Shameem Ahamed Puthiya Parambath

Shafiq R. Joty

CoRR, 2018

Data Curation with Deep Learning [Vision]: Towards Self Driving Data Curation.

[BibT_eX]

[DOI]

CoRR, 2018

FAHES: A Robust Disguised Missing Values Detector.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

FAHES: Detecting Disguised Missing Values.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Building Data Civilizer Pipelines with an Advanced Workflow Engine.

[BibT_eX]

[DOI]

Essam Mansour

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery.

[BibT_eX]

[DOI]

Essam Mansour

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

Fast and scalable inequality joins.

[BibT_eX]

[DOI]

Panos Kalnis

VLDB J., 2017

Errata for "Lightning Fast and Space Efficient Inequality Joins" (PVLDB 8(13): 2074-2085).

[BibT_eX]

[DOI]

Panos Kalnis

Proc. VLDB Endow., 2017

Lusail: A System for Querying Linked Data at Scale.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Pattern-Driven Data Cleaning.

[BibT_eX]

[DOI]

CoRR, 2017

Human-Centric Data Cleaning [Vision].

[BibT_eX]

[DOI]

CoRR, 2017

DeepER - Deep Entity Resolution.

[BibT_eX]

[DOI]

Muhammad Ebraheem

Shafiq R. Joty

CoRR, 2017

Entity Consolidation: The Golden Record Problem.

[BibT_eX]

[DOI]

CoRR, 2017

A service computing manifesto: the next 10 years.

[BibT_eX]

[DOI]

Commun. ACM, 2017

UGuide: User-Guided Discovery of FD-Detectable Errors.

[BibT_eX]

[DOI]

Laure Berti-Équille

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

A Demonstration of Lusail: Querying Linked Data at Scale.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

A Demo of the Data Civilizer System.

[BibT_eX]

[DOI]

Essam Mansour

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

In-Memory Distributed Matrix Computation Processing and Optimization.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Query Optimizations over Decentralized RDF Graphs.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

The Data Civilizer System.

[BibT_eX]

[DOI]

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016

Similarity Group-by Operators for Multi-Dimensional Relational Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Detecting Data Errors: Where are we and what needs to be done?

[BibT_eX]

[DOI]

Ziawasch Abedjan

Xu Chu

Proc. VLDB Endow., 2016

Learning to identify relevant studies for systematic reviews using random forest and external information.

[BibT_eX]

[DOI]

Mach. Learn., 2016

The similarity-aware relational database set operators.

[BibT_eX]

[DOI]

Inf. Syst., 2016

A large scale study of SVM based methods for abstract screening in systematic reviews.

[BibT_eX]

[DOI]

CoRR, 2016

A Query-oriented Approach for Relevance in Citation Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Rheem: Enabling Multi-Platform Task Execution.

[BibT_eX]

[DOI]

Mohammed J. Zaki

Proceedings of the 2016 International Conference on Management of Data, 2016

ORLF: A flexible framework for online record linkage and fusion.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

DataXFormer: A robust transformation discovery system.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Road to Freedom in Big Data Analytics.

[BibT_eX]

[DOI]

Mohammed J. Zaki

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

Lightning Fast and Space Efficient Inequality Joins.

[BibT_eX]

[DOI]

Panos Kalnis

Proc. VLDB Endow., 2015

KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

A Demonstration of AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Temporal Rules Discovery for Web Data Cleaning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

DataXFormer: An Interactive Data Transformation Tool.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

BigDansing: A System for Big Data Cleansing.

[BibT_eX]

[DOI]

Si Yin

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Query-time record linkage and fusion over Web databases.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Approving Updates in Collaborative Databases.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

Spatial queries with k-nearest-neighbor and relational predicates.

[BibT_eX]

[DOI]

Ahmed M. Aly

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Efficient Processing of Hamming-Distance-Based Similarity-Search Queries Over MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Extending Database Technology, 2015

Cost Estimation of Spatial k-Nearest-Neighbor Operators.

[BibT_eX]

[DOI]

Ahmed M. Aly

Proceedings of the 18th International Conference on Extending Database Technology, 2015

Dataxformer: Leveraging the Web for Semantic Transformations.

[BibT_eX]

[DOI]

Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014

HandsOn DB: Managing Data Dependencies Involving Human Actions.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

GlobalHUB: A Model for Sustainable Online Communities.

[BibT_eX]

[DOI]

Edwin Daniel Hirleman

Int. J. Web Portals, 2014

On Order-independent Semantics of the Similarity Group-By Relational Database Operator.

[BibT_eX]

[DOI]

CoRR, 2014

iHUB: an information and collaborative management platform for life sciences.

[BibT_eX]

[DOI]

Srivathsava Rangarajan

Proceedings of the 23rd International World Wide Web Conference, 2014

The Similarity-Aware Relational Intersect Database Operator.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 7th International Conference, 2014

NADEEF/ER: generic and interactive entity resolution.

[BibT_eX]

[DOI]

Ihab F. Ilyas

Si Yin

Proceedings of the International Conference on Management of Data, 2014

Descriptive and prescriptive data cleaning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

JISC: Adaptive Stream Processing Using Just-In-Time State Completion.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013

NADEEF: A Generalized Data Cleaning System.

[BibT_eX]

[DOI]

Si Yin

Proc. VLDB Endow., 2013

Introduction to the special issue on data quality.

[BibT_eX]

[DOI]

Paolo Papotti

Erhard Rahm

Inf. Syst., 2013

NADEEF: a commodity data cleaning system.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Author disambiguation by hierarchical agglomerative clustering with adaptive stopping criterion.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

2012

The data analytics group at the qatar computing research institute.

[BibT_eX]

[DOI]

SIGMOD Rec., 2012

Spatial Queries with Two kNN Predicates.

[BibT_eX]

[DOI]

Ahmed M. Aly

Proc. VLDB Endow., 2012

Data Quality Not Your Typical Database Problem.

[BibT_eX]

[DOI]

Proceedings of the 4th International conference on Web and Information Technologies, 2012

M3: Stream Processing on Main-Memory MapReduce.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Lonomics Atlas: a tool to explore interconnected ionomic, genomic and environmental data.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

ACConv - An Access Control Model for Conversational Web Services.

[BibT_eX]

[DOI]

ACM Trans. Web, 2011

Guided data repair.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

U-MAP: a system for usage-based schema matching and mapping.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010

WS-Query - A Framework to Efficiently Query Semantic Web Service.

[BibT_eX]

[DOI]

Proceedings of the Emergent Web Intelligence: Advanced Information Retrieval, 2010

A Visual Analytics Approach to Understanding Spatiotemporal Hotspots.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2010

A two-phase framework for quality-aware Web service selection.

[BibT_eX]

[DOI]

Serv. Oriented Comput. Appl., 2010

Behavior Based Record Linkage.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Semantic Integration in Geosciences.

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2010

GDR: a system for guided data repair.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Preserving privacy and fairness in peer-to-peer data integration.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Privometer: Privacy protection in social networks.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

Supporting real-world activities in database management systems.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Data Engineering, 2010

2009

Correctness Criteria Beyond Serializability.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Generalization of ACID Properties.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Mass Informatics in Differential Proteomics.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Syndromic surveillance: STL for modeling, visualizing, and monitoring disease counts.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2009

Location-aware privacy and more: a systems approach using context-aware database management systems.

[BibT_eX]

[DOI]

Hicham G. Elmongui

Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, 2009

Supporting annotations on relations.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

2008

Community-Cyberinfrastructure-Enabled Discovery in Science and Engineering.

[BibT_eX]

[DOI]

Arjmand Samuel

Comput. Sci. Eng., 2008

Data management challenges for computational transportation.

[BibT_eX]

[DOI]

Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, 2008

Understanding syndromic hotspots - a visual analytics approach.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE Symposium on Visual Analytics Science and Technology, 2008

Managing Biological Data using BDBMS.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Usage-Based Schema Matching.

[BibT_eX]

[DOI]

Hazem Elmeleegy

Proceedings of the 24th International Conference on Data Engineering, 2008

Verification of Access Control Requirements in Web Services Choreography.

[BibT_eX]

[DOI]

Federica Paci

Massimo Mecella

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007

Duplicate Elimination in Space-partitioning Tree Indexes.

[BibT_eX]

[DOI]

Mohamed Y. Eltabakh

Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

LAHVA: Linked Animal-Human Health Visual Analytics.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007

bdbms - A Database Management System for Biological Data.

[BibT_eX]

[DOI]

Mohamed Y. Eltabakh

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006

Access control enforcement for conversation-based web services.

[BibT_eX]

[DOI]

Proceedings of the 15th international conference on World Wide Web, 2006

Discovering Consensus Patterns in Biological Databases.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Bioinformatics, First International Workshop, 2006

Challenges in spatiotemporal stream query optimization.

[BibT_eX]

[DOI]

Hicham G. Elmongui

Proceedings of the Fifth ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2006

2005

The Indiana Center for Database Systems at Purdue University.

[BibT_eX]

[DOI]

Christopher W. Clifton

SIGMOD Rec., 2005

Data pre-processing in liquid chromatography-mass spectrometry-based proteomics.

[BibT_eX]

[DOI]

Bioinform., 2005

2004

Internet Computing Support for Digital Government.

[BibT_eX]

[DOI]

Proceedings of the Practical Handbook of Internet Computing., 2004

Efficient Access to Web Services.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2004

Query Processing and Optimization on the Web.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2004

WebDG - A Platform for E-Government Web Services.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling for Advanced Application Domains, 2004

Database Middleware for Distributed Ontologies in State and Federal Family & Social Services.

[BibT_eX]

[DOI]

Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

2003

Infrastructure for E-Government Web Services.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2003

A Query Paradigm for Web Services.

[BibT_eX]

Proceedings of the International Conference on Web Services, ICWS '03, June 23, 2003

Optimized Querying of E-Government Services.

[BibT_eX]

[DOI]

Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

Semantic Web Enabled E-Government Services.

[BibT_eX]

[DOI]

Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

Ubiquitous Access to Web Databases.

[BibT_eX]

Proceedings of the Web-Powered Databases, 2003

2002

Supporting Data and Services Access in Digital Government Environments.

[BibT_eX]

[DOI]

Proceedings of the Advances in Digital Government - Technology, Human Factors, and Policy, 2002

Preserving privacy in web services.

[BibT_eX]

[DOI]

Proceedings of the Fourth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2002), 2002

Privacy Preserving Composition of Government Web Services.

[BibT_eX]

[DOI]

Proceedings of the 2002 Annual National Conference on Digital Government Research, 2002

2001

Managing Government Databases.

[BibT_eX]

[DOI]

Computer, 2001

Ontology-based Support for Digital Government.

[BibT_eX]

[DOI]

Proceedings of the VLDB 2001, 2001

2000

Supporting Dynamic Interactions among Web-Based Information Sources.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2000

Ontological Approach for Information Discovery in Internet Databases.

[BibT_eX]

[DOI]

Boualem Benatallah

Distributed Parallel Databases, 2000

1999

Webfind: An Architecture and System for Querying Web Databases.

[BibT_eX]

[DOI]

IEEE Internet Comput., 1999

World Wide Database - Integrating the Web, CORBA, and Databases.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD 1999, 1999

Using Java and CORBA for Implementing Internet Databases.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Data Engineering, 1999

1994

A Top-Down Approach for Two Level Serializability.

[BibT_eX]

[DOI]