Lukasz Golab

Kazem Taghva

Proceedings of the 35th International Conference on Scientific and Statistical Database Management, 2023

Real-Time LSM-Trees for HTAP Workloads.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

CREDENCE: Counterfactual Explanations for Document Ranking.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

iORDER: Mining Implicit Domain Orders.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

EAGER: Explainable Question Answering Using Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 6th Joint Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), 2023

FedFormer: Contextual Federation with Attention in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Effective Keyword Search Over Weighted Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

POEM: Pattern-Oriented Explanations of CNN Models.

[BibT_eX]

[DOI]

Vargha Dadvar

Proc. VLDB Endow., 2022

Contextual Data Cleaning with Ontology Functional Dependencies.

[BibT_eX]

[DOI]

Zheng Zheng

Longtao Zheng

Morteza Alipour Langouri

ACM J. Data Inf. Qual., 2022

Exploring data using patterns: A survey.

[BibT_eX]

[DOI]

Vargha Dadvar

Inf. Syst., 2022

Editorial.

[BibT_eX]

[DOI]

Inf. Syst., 2022

Predicting Hateful Discussions on Reddit using Graph Transformer Networks and Communal Context.

[BibT_eX]

[DOI]

Liam Hebert

Robin Cohen

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022

Discovering Domain Orders via Order Dependencies.

[BibT_eX]

[DOI]

Reza Karegar

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Fine-Tuning Dependencies with Parameters.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Extending Database Technology, 2022

Gender Differences in Early Career Performance Reviews: a Text Mining Study.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, 2022

Analyzing Climate Change Discussions on Reddit.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

GRS: Combining Generation and Revision in Unsupervised Sentence Simplification.

[BibT_eX]

[DOI]

Mohammad Dehghan

Dhruv Kumar

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Climate Action During COVID-19 Recovery and Beyond: A Twitter Text Mining Study.

[BibT_eX]

[DOI]

Mohammad S. Parsa

CoRR, 2021

Discovery and Contextual Data Cleaning with Ontology Functional Dependencies.

[BibT_eX]

[DOI]

Zheng Zheng

Longtao Zheng

Morteza Alipour Langouri

Fei Chiang

CoRR, 2021

Effective Keyword Search in Weighted Graphs (Extended Abstract).

[BibT_eX]

[DOI]

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

TimeFabric: Trusted Time for Permissioned Blockchains.

[BibT_eX]

[DOI]

Proceedings of the 4th International Symposium on Foundations and Applications of Blockchain 2021, 2021

Academic Integrity in Online Education during the COVID-19 Pandemic: a Social Media Mining Study.

[BibT_eX]

Mohammad S. Parsa

Proceedings of the 14th International Conference on Educational Data Mining, 2021

Analyzing Ranking Strategies to Characterize Competition for Co-Operative Work Placements.

[BibT_eX]

Proceedings of the 14th International Conference on Educational Data Mining, 2021

Efficient Discovery of Approximate Order Dependencies.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Extending Database Technology, 2021

Exploring Data Using Pa erns: A Survey and Open Problems.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Workshop on Design, 2021

RW-Team: Robust Team Formation using Random Walk.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Robust keyword search in large attributed graphs.

[BibT_eX]

[DOI]

Inf. Retr. J., 2020

Compact group discovery in attributed graphs and social networks.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

FastFabric: Scaling hyperledger fabric to 20 000 transactions per second.

[BibT_eX]

[DOI]

Int. J. Netw. Manag., 2020

Discovering Domain Orders through Order Dependencies.

[BibT_eX]

[DOI]

Reza Karegar

CoRR, 2020

Micro-journal mining to understand mood triggers.

[BibT_eX]

[DOI]

Liuyan Chen

Computing, 2020

Text Mining of COVID-19 Discussions on Reddit.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

XOX Fabric: A hybrid approach to blockchain transaction execution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2020

Consentio: Managing Consent to Data Access using Permissioned Blockchains.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2020

Parallel Scheduling of Data-Intensive Tasks.

[BibT_eX]

[DOI]

Xiao Meng

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

Social Media Mining to Understand the Impact of Co-operative Education on Mental Health.

[BibT_eX]

[DOI]

Mohammad S. Parsa

Proceedings of the 13th International Conference on Educational Data Mining, 2020

Erratum for Discovering Order Dependencies through Order Compatibility (EDBT 2019).

[BibT_eX]

[DOI]

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

Reddit Mining to Understand Gendered Movements.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

Reddit Mining to Understand Women's Issues in STEM.

[BibT_eX]

[DOI]

Allison Jacobs

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

Locating Influential Agents in Social Networks: Budget-Constrained Seed Set Selection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2020

Iterative Edit-Based Unsupervised Sentence Simplification.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Types of Stream Processing Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Distributed Implementations of Dependency Discovery Algorithms.

[BibT_eX]

[DOI]

Hemant Saxena

Proc. VLDB Endow., 2019

XOX Fabric: A hybrid approach to transaction execution.

[BibT_eX]

[DOI]

CoRR, 2019

Errata Note: Discovering Order Dependencies through Order Compatibility.

[BibT_eX]

[DOI]

CoRR, 2019

Distributed Dependency Discovery.

[BibT_eX]

[DOI]

Hemant Saxena

CoRR, 2019

Online abuse detection: the value of preprocessing and neural attention models.

[BibT_eX]

[DOI]

Dhruv Kumar

Robin Cohen

Proceedings of the Tenth Workshop on Computational Approaches to Subjectivity, 2019

Informative Summarization of Numeric Data.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Scientific and Statistical Database Management, 2019

Distributed Discovery of Functional Dependencies.

[BibT_eX]

[DOI]

Hemant Saxena

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

Mitigating Trust Issues in Electric Vehicle Charging using a Blockchain.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

Gender Differences in Work-Integrated Learning Assessments.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Educational Data Mining, 2019

Gender Differences in Science and Engineering: A Data Mining Approach.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

Bring Order to Data.

[BibT_eX]

[DOI]

Proceedings of the 13th Alberto Mendelzon International Workshop on Foundations of Data Management, 2019

2018

Data Profiling

[BibT_eX]

[DOI]

Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01865-7, 2018

Stream Models.

[BibT_eX]

[DOI]

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

Data Stream.

[BibT_eX]

[DOI]

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

Effective and complete discovery of bidirectional order dependencies via set-based axioms.

[BibT_eX]

[DOI]

VLDB J., 2018

Bikeshare Pool Sizing for Bike-and-Ride Multimodal Transit.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2018

Explanation Tables.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2018

Stream WatDiv: A Streaming RDF Benchmark.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Semantic Big Data, 2018

FASTOD: Bringing Order to Data.

[BibT_eX]

[DOI]

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

Contextual Data Cleaning.

[BibT_eX]

[DOI]

Morteza Alipour Langouri

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

Gender Differences in Undergraduate Engineering Applicants: A Text Mining Approach.

[BibT_eX]

[DOI]

Hannah Gautreau

Proceedings of the 11th International Conference on Educational Data Mining, 2018

Job Description Mining to Understand Work-Integrated Learning.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Educational Data Mining, 2018

FastOFD: Contextual Data Cleaning with Ontology Functional Dependencies.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Extending Database Technology, 2018

Data Analytics to Improve Co-Operative Education.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), 2018

Effective Team Formation in Expert Networks.

[BibT_eX]

[DOI]

Proceedings of the 12th Alberto Mendelzon International Workshop on Foundations of Data Management, 2018

2017

Smart Meter Data Analytics: Systems, Algorithms, and Benchmarking.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2017

Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

ViewDF: Declarative incremental view maintenance for streaming data.

[BibT_eX]

[DOI]

Yuke Yang

Inf. Syst., 2017

Social Media Mining to Understand Public Mental Health.

[BibT_eX]

[DOI]

Andrew Toulis

Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2017

Managing Sensor Data Streams: Lessons Learned from the WeBike Project.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Graph Mining to Characterize Competition for Employment.

[BibT_eX]

[DOI]

Andrew Toulis

Proceedings of the 2nd International Workshop on Network Data Analytics, 2017

Data Profiling: A Tutorial.

[BibT_eX]

[DOI]

Ziawasch Abedjan

Felix Naumann

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

Scalable Informative Rule Mining.

[BibT_eX]

[DOI]

Guoyao Feng

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

How Similar is the Usage of Electric Cars and Electric Bicycles?

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Future Energy Systems, 2017

Authority-based Team Discovery in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Extending Database Technology, 2017

Efficient Discovery of Ontology Functional Dependencies.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Optimal reducer placement to minimize data transfer in MapReduce-style processing.

[BibT_eX]

[DOI]

Xiao Meng

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Data Mining of Undergraduate Course Evaluations.

[BibT_eX]

[DOI]

Yuheng Helen Jiang

Sohail Javaad Syed

Informatics Educ., 2016

DBStream: A holistic approach to large-scale network traffic monitoring and analysis.

[BibT_eX]

[DOI]

Comput. Networks, 2016

Data profiling.

[BibT_eX]

[DOI]

Ziawasch Abedjan

Felix Naumann

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

Range prediction for electric bicycles.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21, 2016

On Competition for Undergraduate Co-op Placements: A Graph Mining Approach.

[BibT_eX]

[DOI]

Yuheng Helen Jiang

Proceedings of the 9th International Conference on Educational Data Mining, 2016

eGraphSearch: Effective Keyword Search in Graphs.

[BibT_eX]

[DOI]

Mehdi Kargar

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Profiling relational data: a survey.

[BibT_eX]

[DOI]

Ziawasch Abedjan

Felix Naumann

VLDB J., 2015

Effective Keyword Search in Graphs.

[BibT_eX]

[DOI]

Mehdi Kargar

CoRR, 2015

Indexing bi-temporal windows.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

SMAS: A smart meter data analytics system.

[BibT_eX]

[DOI]

Xiufeng Liu

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

Size-Constrained Weighted Set Cover.

[BibT_eX]

[DOI]

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

Cache-oblivious scheduling of shared workloads.

[BibT_eX]

[DOI]

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

Benchmarking Smart Meter Data Analytics.

[BibT_eX]

[DOI]

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

What's Wrong with my Solar Panels: a Data-Driven Approach.

[BibT_eX]

[DOI]

Peter Xiang Gao

Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

On Axiomatization and Inference Complexity over a Hierarchy of Functional Dependencies.

[BibT_eX]

[DOI]

Proceedings of the 9th Alberto Mendelzon International Workshop on Foundations of Data Management, Lima, Peru, May 6, 2015

2014

Sampling from repairs of conditional functional dependency violations.

[BibT_eX]

[DOI]

VLDB J., 2014

Discovering Conservation Rules.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Interpretable and Informative Explanations of Outcomes.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Distributed data placement to minimize communication costs via graph partitioning.

[BibT_eX]

[DOI]

Marios Hadjieleftheriou

Howard J. Karloff

Barna Saha

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

DBStream: An online aggregation, filtering and processing system for network traffic monitoring.

[BibT_eX]

[DOI]

Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

Data stream warehousing.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Predicting peak-demand days in the ontario peak reduction program for large consumers.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Future Energy Systems, 2014

Is the grass greener?: mining electric vehicle opinions.

[BibT_eX]

[DOI]

Tommy Carpenter

Sohail Javaad Syed

Proceedings of the Fifth International Conference on Future Energy Systems, 2014

Computing Electricity Consumption Profiles from Household Smart Meter Data.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Large-scale network traffic monitoring with DBStream, a system for rolling big data analysis.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Distributed Data Placement via Graph Partitioning.

[BibT_eX]

[DOI]

Marios Hadjieleftheriou

Howard J. Karloff

Barna Saha

CoRR, 2013

On the relative trust between inconsistent data and inaccurate constraints.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Analyzing the Mental Health of Engineering Students using Classification and Regression.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Educational Data Mining, 2013

Lazy data structure maintenance for main-memory analytics over sliding windows.

[BibT_eX]

[DOI]

Chang Ge

Proceedings of the sixteenth international workshop on Data warehousing and OLAP, 2013

Data Warehouse Quality: Summary and Outlook.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Data Quality, Research and Practice., 2013

2012

Scalable Scheduling of Updates in Streaming Data Warehouses.

[BibT_eX]

[DOI]

Vladislav Shkapenyuk

IEEE Trans. Knowl. Data Eng., 2012

A Sequence-Oriented Stream Warehouse Paradigm for Network Monitoring Applications.

[BibT_eX]

[DOI]

Proceedings of the Passive and Active Measurement - 13th International Conference, 2012

Towards benchmarking stream data warehouses.

[BibT_eX]

[DOI]

Arian Bär

Proceedings of the DOLAP 2012, 2012

2011

Scheduling to Minimize Staleness and Stretch in Real-Time Data Warehouses.

[BibT_eX]

[DOI]

MohammadHossein Bateni

MohammadTaghi Hajiaghayi

Howard J. Karloff

Theory Comput. Syst., 2011

Efficient and Effective Analysis of Data Quality using Pattern Tableaux.

[BibT_eX]

[DOI]

Flip Korn

IEEE Data Eng. Bull., 2011

Consistency in a Stream Warehouse.

[BibT_eX]

[DOI]

Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

2010

Data Stream Management

[BibT_eX]

[DOI]

Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01837-4, 2010

Enabling Real Time Data Analysis.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Data Auditor: Exploring Data Quality and Semantics using Pattern Tableaux.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Sampling the Repairs of Functional Dependency Violations under Hard Constraints.

[BibT_eX]

[DOI]

George Beskales

Proc. VLDB Endow., 2010

2009

Stream Models.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Data Stream.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Sequential Dependencies.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

Stream warehousing with DataDepot.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Estimating the confidence of conditional functional dependencies.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Scheduling Updates in a Real-Time Stream Warehouse.

[BibT_eX]

[DOI]

Vladislav Shkapenyuk

Proceedings of the 25th International Conference on Data Engineering, 2009

2008

On generating near-optimal tableaux for conditional functional dependencies.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Prefilter: predicate pushdown at streaming speeds.

[BibT_eX]

[DOI]

Oliver Spatscheck

Proceedings of the 2008 International Workshop on Scalable Stream Processing System, 2008

Optimizing away joins on data streams.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Workshop on Scalable Stream Processing System, 2008

2006

Sliding Window Query Processing over Data Streams.

[BibT_eX]

[DOI]

PhD thesis, 2006

Indexing Time-Evolving Data With Variable Lifetimes.

[BibT_eX]

[DOI]

Piyush Prahladka

Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

On Concurrency Control in Sliding Window Queries over Data Streams.

[BibT_eX]

[DOI]

Kumar Gaurav Bijay

Proceedings of the Advances in Database Technology, 2006

Multi-query optimization of sliding window aggregates by schedule synchronization.

[BibT_eX]

[DOI]

Kumar Gaurav Bijay

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005

Update-Pattern-Aware Modeling and Processing of Continuous Queries.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

2004

Finding Frequent Items in Sliding Windows with Multinomially-Distributed Item Frequencies.

[BibT_eX]

[DOI]

David DeHaan

Alejandro López-Ortiz

Erik D. Demaine

Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

Querying Sliding Windows Over Online Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Current Trends in Database Technology - EDBT 2004 Workshops, 2004

On Indexing Sliding Windows over Online Data Streams.

[BibT_eX]

[DOI]

Shaveen Garg

Proceedings of the Advances in Database Technology, 2004

2003

Issues in data stream management.

[BibT_eX]

[DOI]

SIGMOD Rec., 2003

Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams.

[BibT_eX]

[DOI]

Proceedings of 29th International Conference on Very Large Data Bases, 2003

Identifying frequent items in sliding windows over on-line packet streams.

[BibT_eX]

[DOI]