Lukasz Golab - RankMe

187 papers A* 26A 7B 30C 5Journal 67Unranked 43

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GASTON: Graph-Aware Social Transformer for Online Networks. CoRR Olha Wloch, Liam Hebert, Robin Cohen, Lukasz Golab
2026	A*	`conf`	The Alignment Game: A Theory of Long-Horizon Alignment Through Recursive Curation. AAAI Ali Falahati, Mohammad Mohammadi Amiri, Kate Larson, Lukasz Golab
2025	J	`jnl`	AI ethics in a controversial industry: the case of gambling and its ethical paradox. AI Ethics Kasra Ghaharian, Fatemeh Binesh, Marta Soligo, Lukasz Golab, Brett Abarbanel
2025	B	`conf`	AprèsCoT: Explaining LLM Answers with Knowledge Graphs and Chain of Thought. EDBT Moein Shirdel, Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta
2025	A*	`conf`	Explaining Expert Search and Team Formation Systems with ExES. ICDE Kiarash Golzadeh, Lukasz Golab, Jarek Szlichta
2025	J	`jnl`	Four Things People Should Know About Migraines. CoRR Mohammad S. Parsa, Lukasz Golab
2025	J	`jnl`	Infomod: information-theoretic machine learning model diagnostics. Distributed Parallel Databases Armin Esmaelizadeh, Sunil Cotterill, Liam Hebert, Lukasz Golab, Kazem Taghva
2025	B	`conf`	LADYBUG: an LLM Agent DeBUGger for data-driven applications. EDBT Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta
2025	J	`jnl`	NL in the Middle: Code Translation with LLMs and Intermediate Representations. CoRR Chi-En Amy Tai, Pengyu Nie, Lukasz Golab, Alexander Wong
2025	B	`conf`	REACT: REcourse Analysis with Counterfactuals and Explanation Tables. EDBT Anastasiia Avksientieva, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta
2025	J	`jnl`	Rule-Based Explanations for Retrieval-Augmented LLM Systems. CoRR Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta
2025	J	`jnl`	The Alignment Game: A Theory of Long-Horizon Alignment Through Recursive Curation. CoRR Ali Falahati, Mohammad Mohammadi Amiri, Kate Larson, Lukasz Golab
2025	J	`jnl`	Tri-AL: An open source platform for visualization and analysis of clinical trials. Inf. Syst. Pouyan Nahed, Mina Esmail Zadeh Nojoo Kambar, Kazem Taghva, Lukasz Golab
2024	A*	`conf`	CAMO: Explaining Consensus Across MOdels. ICDE Andy Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
2024	J	`jnl`	Discovering approximate implicit domain orders through order dependencies. VLDB J. Reza Karegar, Melicaalsadat Mirsafian, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
2024	A*	`conf`	Explaining Expert Search Systems with ExES. ICDE Kiarash Golzadeh, Lukasz Golab, Jaroslaw Szlichta
2024	J	`jnl`	Explaining Expert Search and Team Formation Systems with ExES. CoRR Kiarash Golzadeh, Lukasz Golab, Jaroslaw Szlichta
2024	A*	`conf`	Exploring the Space of Model Comparisons. ICDE Andy Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
2024	A*	`conf`	Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media. AAAI Liam Hebert, Gaurav Sahu, Yuxuan Guo, Nanda Kishore Sreenivas, Lukasz Golab, Robin Cohen
2024	—	`conf`	On Integrating the Data-Science and Machine-Learning Pipelines for Responsible AI. GUIDE-AI@SIGMOD Armin Esmaeilzadeh, Joel Rorseth, Andy Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Kazem Taghva
2024	A*	`conf`	RAGE Against the Machine: Retrieval-Augmented LLM Explanations. ICDE Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
2024	J	`jnl`	RAGE Against the Machine: Retrieval-Augmented LLM Explanations. CoRR Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
2024	A*	`conf`	Towards Explainability in Retrieval-Augmented LLMs. ICDE Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
2023	A*	`conf`	CREDENCE: Counterfactual Explanations for Document Ranking. ICDE Joel Rorseth, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
2023	J	`jnl`	CREDENCE: Counterfactual Explanations for Document Ranking. CoRR Joel Rorseth, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
2023	J	`jnl`	Correction: Using EV charging control to provide building load flexibility. Energy Inform. Harsimrat Singh Bhundar, Lukasz Golab, Srinivasan Keshav
2023	—	`conf`	EAGER: Explainable Question Answering Using Knowledge Graphs. GRADES-NDA@SIGMOD Andrew Chai, Alireza Vezvaei, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat
2023	A	`conf`	FedFormer: Contextual Federation with Attention in Reinforcement Learning. AAMAS Liam Hebert, Lukasz Golab, Pascal Poupart, Robin Cohen
2023	B	`conf`	InfoMoD: Information-theoretic Model Diagnostics. SSDBM Armin Esmaeilzadeh, Lukasz Golab, Kazem Taghva
2023	J	`jnl`	Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media. CoRR Liam Hebert, Gaurav Sahu, Nanda Kishore Sreenivas, Lukasz Golab, Robin Cohen
2023	—	`conf`	On the Data Quality of Remotely Sensed Forest Maps. VLDB Workshops Shadi Ghasemitaheri, Amelia Holcomb, Lukasz Golab, Srinivasan Keshav
2023	J	`jnl`	POEM: Pattern-Oriented Explanations of Convolutional Neural Networks. Proc. VLDB Endow. Vargha Dadvar, Lukasz Golab, Divesh Srivastava
2023	J	`jnl`	Predicting Hateful Discussions on Reddit using Graph Transformer Networks and Communal Context. CoRR Liam Hebert, Lukasz Golab, Robin Cohen
2023	C	`ed.`	Proceedings of the 25th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP) co-located with the 26th International Conference on Extending Database Technology and the 26th International Conference on Database Theory (EDBT/ICDT 2023), Ioannina, Greece, March 28, 2023. DOLAP Enrico Gallinucci, Lukasz Golab
2023	J	`jnl`	Qualitative Analysis of a Graph Transformer Approach to Addressing Hate Speech: Adapting to Dynamically Changing Content. CoRR Liam Hebert, Hong Yi Chen, Robin Cohen, Lukasz Golab
2023	A*	`conf`	Real-Time LSM-Trees for HTAP Workloads. ICDE Hemant Saxena, Lukasz Golab, Stratos Idreos, Ihab F. Ilyas
2023	J	`jnl`	Using EV charging control to provide building load flexibility. Energy Inform. Harsimrat Singh Bhundar, Lukasz Golab, Srinivasan Keshav
2023	A*	`conf`	iORDER: Mining Implicit Domain Orders. ICDE Alexander Bianchi, Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
2022	—	`conf`	Analyzing Climate Change Discussions on Reddit. CSCI Mohammad S. Parsa, Haoqi Shi, Yihao Xu, Aaron Yim, Yaolun Yin, Lukasz Golab
2022	J	`jnl`	Contextual Data Cleaning with Ontology Functional Dependencies. ACM J. Data Inf. Qual. Zheng Zheng, Longtao Zheng, Morteza Alipour Langouri, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta, Sridevi Baskaran
2022	A*	`conf`	Discovering Domain Orders via Order Dependencies. ICDE Reza Karegar, Melicaalsadat Mirsafian, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
2022	J	`jnl`	Editorial. Inf. Syst. Alexander Artikis, Nesime Tatbul, Lukasz Golab, Mohammad Sadoghi
2022	J	`jnl`	Effective Keyword Search Over Weighted Graphs. IEEE Trans. Knowl. Data Eng. Mehdi Kargar, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat
2022	J	`jnl`	Exploring data using patterns: A survey. Inf. Syst. Vargha Dadvar, Lukasz Golab, Divesh Srivastava
2022	J	`jnl`	FedFormer: Contextual Federation with Attention in Reinforcement Learning. CoRR Liam Hebert, Lukasz Golab, Pascal Poupart, Robin Cohen
2022	B	`conf`	Fine-Tuning Dependencies with Parameters. EDBT Alireza Vezvaei, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat
2022	—	`conf`	GRS: Combining Generation and Revision in Unsupervised Sentence Simplification. ACL (Findings) Mohammad Dehghan, Dhruv Kumar, Lukasz Golab
2022	J	`jnl`	GRS: Combining Generation and Revision in Unsupervised Sentence Simplification. CoRR Mohammad Dehghan, Dhruv Kumar, Lukasz Golab
2022	—	`conf`	Gender Differences in Early Career Performance Reviews: a Text Mining Study. EDBT/ICDT Workshops Shivangi Chopra, Lukasz Golab
2022	J	`jnl`	POEM: Pattern-Oriented Explanations of CNN Models. Proc. VLDB Endow. Vargha Dadvar, Lukasz Golab, Divesh Srivastava
2022	—	`conf`	Predicting Hateful Discussions on Reddit using Graph Transformer Networks and Communal Context. WI/IAT Liam Hebert, Lukasz Golab, Robin Cohen
2022	C	`ed.`	Proceedings of the 24th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP) co-located with the 25th International Conference on Extending Database Technology and the 25th International Conference on Database Theory (EDBT/ICDT 2022), Edinburgh, UK, March 29, 2022. DOLAP Kostas Stefanidis, Lukasz Golab
2021	B	`conf`	Academic Integrity in Online Education during the COVID-19 Pandemic: a Social Media Mining Study. EDM Mohammad S. Parsa, Lukasz Golab
2021	B	`conf`	Analyzing Ranking Strategies to Characterize Competition for Co-Operative Work Placements. EDM Shivangi Chopra, Lukasz Golab
2021	J	`jnl`	Climate Action During COVID-19 Recovery and Beyond: A Twitter Text Mining Study. CoRR Mohammad S. Parsa, Lukasz Golab, Srinivasan Keshav
2021	J	`jnl`	Discovery and Contextual Data Cleaning with Ontology Functional Dependencies. CoRR Zheng Zheng, Longtao Zheng, Morteza Alipour Langouri, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta
2021	A*	`conf`	Effective Keyword Search in Weighted Graphs (Extended Abstract). ICDE Mehdi Kargar, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat
2021	B	`conf`	Efficient Discovery of Approximate Order Dependencies. EDBT Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
2021	J	`jnl`	Efficient Discovery of Approximate Order Dependencies. CoRR Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
2021	C	`conf`	Exploring Data Using Pa erns: A Survey and Open Problems. DOLAP Lukasz Golab, Divesh Srivastava
2021	A	`conf`	RW-Team: Robust Team Formation using Random Walk. CIKM John Nemec, Heidar Davoudi, Lukasz Golab, Mehdi Kargar, Yuliya Lytvyn, Piotr Mierzejewski, Jaroslaw Szlichta, Morteza Zihayat
2021	J	`jnl`	Real-Time LSM-Trees for HTAP Workloads. CoRR Hemant Saxena, Lukasz Golab, Stratos Idreos, Ihab F. Ilyas
2021	—	`conf`	TimeFabric: Trusted Time for Permissioned Blockchains. FAB Aritra Mitra, Christian Gorenflo, Lukasz Golab, Srinivasan Keshav
2020	J	`jnl`	Compact group discovery in attributed graphs and social networks. Inf. Process. Manag. Abeer Khan, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta, Morteza Zihayat
2020	—	`conf`	Consentio: Managing Consent to Data Access using Permissioned Blockchains. IEEE ICBC Rishav Raj Agarwal, Dhruv Kumar, Lukasz Golab, Srinivasan Keshav
2020	J	`jnl`	Discovering Domain Orders through Order Dependencies. CoRR Reza Karegar, Melicaalsadat Mirsafian, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
2020	B	`conf`	Erratum for Discovering Order Dependencies through Order Compatibility (EDBT 2019). EDBT Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava
2020	J	`jnl`	FastFabric: Scaling hyperledger fabric to 20 000 transactions per second. Int. J. Netw. Manag. Christian Gorenflo, Stephen Lee, Lukasz Golab, Srinivasan Keshav
2020	A*	`conf`	Iterative Edit-Based Unsupervised Sentence Simplification. ACL Dhruv Kumar, Lili Mou, Lukasz Golab, Olga Vechtomova
2020	J	`jnl`	Iterative Edit-Based Unsupervised Sentence Simplification. CoRR Dhruv Kumar, Lili Mou, Lukasz Golab, Olga Vechtomova
2020	—	`conf`	Locating Influential Agents in Social Networks: Budget-Constrained Seed Set Selection. Canadian AI Rishav Raj Agarwal, Robin Cohen, Lukasz Golab, Alan Tsang
2020	J	`jnl`	Micro-journal mining to understand mood triggers. Computing Liuyan Chen, Lukasz Golab
2020	—	`conf`	Parallel Scheduling of Data-Intensive Tasks. Euro-Par Xiao Meng, Lukasz Golab
2020	—	`conf`	Reddit Mining to Understand Gendered Movements. EDBT/ICDT Workshops Abeer Khan, Lukasz Golab
2020	—	`conf`	Reddit Mining to Understand Women's Issues in STEM. EDBT/ICDT Workshops Allison Jacobs, Shivangi Chopra, Lukasz Golab
2020	J	`jnl`	Robust keyword search in large attributed graphs. Inf. Retr. J. Spencer Bryson, Heidar Davoudi, Lukasz Golab, Mehdi Kargar, Yuliya Lytvyn, Piotr Mierzejewski, Jaroslaw Szlichta, Morteza Zihayat
2020	B	`conf`	Social Media Mining to Understand the Impact of Co-operative Education on Mental Health. EDM Mohammad S. Parsa, Lukasz Golab
2020	—	`conf`	Text Mining of COVID-19 Discussions on Reddit. WI/IAT Syed Saad Naseem, Dhruv Kumar, Mohammad S. Parsa, Lukasz Golab
2020	—	`conf`	XOX Fabric: A hybrid approach to blockchain transaction execution. IEEE ICBC Christian Gorenflo, Lukasz Golab, Srinivasan Keshav
2019	—	`conf`	Bring Order to Data. AMW Heidar Davoudi, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
2019	J	`jnl`	Consentio: Managing Consent to Data Access using Permissioned Blockchains. CoRR Rishav Raj Agarwal, Dhruv Kumar, Lukasz Golab, Srinivasan Keshav
2019	J	`jnl`	Distributed Dependency Discovery. CoRR Hemant Saxena, Lukasz Golab, Ihab F. Ilyas
2019	A*	`conf`	Distributed Discovery of Functional Dependencies. ICDE Hemant Saxena, Lukasz Golab, Ihab F. Ilyas
2019	J	`jnl`	Distributed Implementations of Dependency Discovery Algorithms. Proc. VLDB Endow. Hemant Saxena, Lukasz Golab, Ihab F. Ilyas
2019	J	`jnl`	Errata Note: Discovering Order Dependencies through Order Compatibility. CoRR Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
2019	—	`conf`	FastFabric: Scaling Hyperledger Fabric to 20, 000 Transactions per Second. IEEE ICBC Christian Gorenflo, Stephen Lee, Lukasz Golab, Srinivasan Keshav
2019	J	`jnl`	FastFabric: Scaling Hyperledger Fabric to 20, 000 Transactions per Second. CoRR Christian Gorenflo, Stephen Lee, Lukasz Golab, Srinivasan Keshav
2019	—	`conf`	Gender Differences in Science and Engineering: A Data Mining Approach. EDBT/ICDT Workshops Shivangi Chopra, Abeer Khan, Melicaalsadat Mirsafian, Lukasz Golab
2019	B	`conf`	Gender Differences in Work-Integrated Learning Assessments. EDM Shivangi Chopra, Abeer Khan, Melicaalsadat Mirsafian, Lukasz Golab
2019	B	`conf`	Informative Summarization of Numeric Data. SSDBM Michael Vollmer, Lukasz Golab, Klemens Böhm, Divesh Srivastava
2019	—	`conf`	Mitigating Trust Issues in Electric Vehicle Charging using a Blockchain. e-Energy Christian Gorenflo, Lukasz Golab, Srinivasan Keshav
2019	—	`conf`	Online abuse detection: the value of preprocessing and neural attention models. WASSA@NAACL-HLT Dhruv Kumar, Robin Cohen, Lukasz Golab
2019	—	`ch.`	Types of Stream Processing Algorithms. Encyclopedia of Big Data Technologies Lukasz Golab
2019	J	`jnl`	XOX Fabric: A hybrid approach to transaction execution. CoRR Christian Gorenflo, Lukasz Golab, Srinivasan Keshav
2018	J	`jnl`	Bikeshare Pool Sizing for Bike-and-Ride Multimodal Transit. IEEE Trans. Intell. Transp. Syst. Guoming Tang, Srinivasan Keshav, Lukasz Golab, Kui Wu
2018	—	`conf`	Contextual Data Cleaning. ICDE Workshops Morteza Alipour Langouri, Zheng Zheng, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta
2018	—	`conf`	Data Analytics to Improve Co-Operative Education. EDBT/ICDT Workshops Shivangi Chopra, Yuheng Helen Jiang, Andrew Toulis, Lukasz Golab
2018	—	`book`	Data Profiling Ziawasch Abedjan, Lukasz Golab, Felix Naumann, Thorsten Papenbrock
2018	—	`ch.`	Data Stream. Encyclopedia of Database Systems (2nd ed.) Lukasz Golab
2018	—	`conf`	Effective Team Formation in Expert Networks. AMW Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
2018	J	`jnl`	Effective and complete discovery of bidirectional order dependencies via set-based axioms. VLDB J. Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava
2018	J	`jnl`	Explanation Tables. IEEE Data Eng. Bull. Kareem El Gebaly, Guoyao Feng, Lukasz Golab, Flip Korn, Divesh Srivastava
2018	A*	`conf`	FASTOD: Bringing Order to Data. ICDE Alexandar Mihaylov, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
2018	B	`conf`	FastOFD: Contextual Data Cleaning with Ontology Functional Dependencies. EDBT Zheng Zheng, Morteza Alipour, Zhi Qu, Ian Currie, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta
2018	B	`conf`	Gender Differences in Undergraduate Engineering Applicants: A Text Mining Approach. EDM Shivangi Chopra, Hannah Gautreau, Abeer Khan, Melicaalsadat Mirsafian, Lukasz Golab
2018	B	`conf`	Job Description Mining to Understand Work-Integrated Learning. EDM Shivangi Chopra, Lukasz Golab
2018	—	`ch.`	Stream Models. Encyclopedia of Database Systems (2nd ed.) Lukasz Golab
2018	—	`conf`	Stream WatDiv: A Streaming RDF Benchmark. SBD@SIGMOD Libo Gao, Lukasz Golab, M. Tamer Özsu, Günes Aluç
2017	B	`conf`	Authority-based Team Discovery in Social Networks. EDBT Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
2017	—	`conf`	Data Profiling: A Tutorial. SIGMOD Conference Ziawasch Abedjan, Lukasz Golab, Felix Naumann
2017	J	`jnl`	Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization. Proc. VLDB Endow. Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava
2017	A	`conf`	Efficient Discovery of Ontology Functional Dependencies. CIKM Sridevi Baskaran, Alexander Keller, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta
2017	—	`conf`	Graph Mining to Characterize Competition for Employment. NDA@SIGMOD Andrew Toulis, Lukasz Golab
2017	—	`conf`	How Similar is the Usage of Electric Cars and Electric Bicycles? e-Energy Simon Dominik Fink, Lukasz Golab, Srinivasan Keshav, Hermann de Meer
2017	B	`conf`	Managing Sensor Data Streams: Lessons Learned from the WeBike Project. SSDBM Christian Gorenflo, Lukasz Golab, Srinivasan Keshav
2017	—	`conf`	Optimal reducer placement to minimize data transfer in MapReduce-style processing. IEEE BigData Xiao Meng, Lukasz Golab
2017	A*	`conf`	Scalable Informative Rule Mining. ICDE Guoyao Feng, Lukasz Golab, Divesh Srivastava
2017	J	`jnl`	Smart Meter Data Analytics: Systems, Algorithms, and Benchmarking. ACM Trans. Database Syst. Xiufeng Liu, Lukasz Golab, Wojciech M. Golab, Ihab F. Ilyas, Shichao Jin
2017	—	`conf`	Social Media Mining to Understand Public Mental Health. DMAH@VLDB Andrew Toulis, Lukasz Golab
2017	J	`jnl`	ViewDF: Declarative incremental view maintenance for streaming data. Inf. Syst. Yuke Yang, Lukasz Golab, M. Tamer Özsu
2016	J	`jnl`	Authority-based Team Discovery in Social Networks. CoRR Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
2016	J	`jnl`	DBStream: A holistic approach to large-scale network traffic monitoring and analysis. Comput. Networks Arian Bär, Pedro Casas, Alessandro D'Alconzo, Pierdomenico Fiadino, Lukasz Golab, Marco Mellia, Erich Schikuta
2016	J	`jnl`	Data Mining of Undergraduate Course Evaluations. Informatics Educ. Yuheng Helen Jiang, Sohail Javaad Syed, Lukasz Golab
2016	A*	`conf`	Data profiling. ICDE Ziawasch Abedjan, Lukasz Golab, Felix Naumann
2016	J	`jnl`	Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization. CoRR Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava
2016	B	`conf`	On Competition for Undergraduate Co-op Placements: A Graph Mining Approach. EDM Yuheng Helen Jiang, Lukasz Golab
2016	—	`conf`	Range prediction for electric bicycles. e-Energy Lukas Gebhard, Lukasz Golab, Srinivasan Keshav, Hermann de Meer
2016	A	`conf`	eGraphSearch: Effective Keyword Search in Graphs. CIKM Mehdi Kargar, Lukasz Golab, Jaroslaw Szlichta
2015	B	`conf`	Benchmarking Smart Meter Data Analytics. EDBT Xiufeng Liu, Lukasz Golab, Wojciech M. Golab, Ihab F. Ilyas
2015	A*	`conf`	Cache-oblivious scheduling of shared workloads. ICDE Arian Bär, Lukasz Golab, Stefan Ruehrup, Mirko Schiavone, Pedro Casas
2015	J	`jnl`	Effective Keyword Search in Graphs. CoRR Mehdi Kargar, Lukasz Golab, Jaroslaw Szlichta
2015	B	`conf`	Indexing bi-temporal windows. SSDBM Chang Ge, Martin Kaufmann, Lukasz Golab, Peter M. Fischer, Anil K. Goel
2015	—	`conf`	On Axiomatization and Inference Complexity over a Hierarchy of Functional Dependencies. AMW Jaroslaw Szlichta, Lukasz Golab, Divesh Srivastava
2015	J	`jnl`	Profiling relational data: a survey. VLDB J. Ziawasch Abedjan, Lukasz Golab, Felix Naumann
2015	A*	`conf`	SMAS: A smart meter data analytics system. ICDE Xiufeng Liu, Lukasz Golab, Ihab F. Ilyas
2015	A*	`conf`	Size-Constrained Weighted Set Cover. ICDE Lukasz Golab, Flip Korn, Feng Li, Barna Saha, Divesh Srivastava
2015	—	`conf`	What's Wrong with my Solar Panels: a Data-Driven Approach. EDBT/ICDT Workshops Peter Xiang Gao, Lukasz Golab, Srinivasan Keshav
2014	—	`conf`	Computing Electricity Consumption Profiles from Household Smart Meter Data. EDBT/ICDT Workshops Omid Ardakanian, Negar Koochakzadeh, Rayman Preet Singh, Lukasz Golab, Srinivasan Keshav
2014	B	`conf`	DBStream: An online aggregation, filtering and processing system for network traffic monitoring. IWCMC Arian Bär, Pedro Casas, Lukasz Golab, Alessandro Finamore
2014	B	`conf`	Data mining of undergraduate course evaluations. EDM Sohail Javaad Syed, Yuheng Helen Jiang, Lukasz Golab
2014	A*	`conf`	Data stream warehousing. ICDE Lukasz Golab, Theodore Johnson
2014	J	`jnl`	Discovering Conservation Rules. IEEE Trans. Knowl. Data Eng. Lukasz Golab, Howard J. Karloff, Flip Korn, Barna Saha, Divesh Srivastava
2014	B	`conf`	Distributed data placement to minimize communication costs via graph partitioning. SSDBM Lukasz Golab, Marios Hadjieleftheriou, Howard J. Karloff, Barna Saha
2014	J	`jnl`	Interpretable and Informative Explanations of Outcomes. Proc. VLDB Endow. Kareem El Gebaly, Parag Agrawal, Lukasz Golab, Flip Korn, Divesh Srivastava
2014	—	`conf`	Is the grass greener?: mining electric vehicle opinions. e-Energy Tommy Carpenter, Lukasz Golab, Sohail Javaad Syed
2014	—	`conf`	Large-scale network traffic monitoring with DBStream, a system for rolling big data analysis. IEEE BigData Arian Bär, Alessandro Finamore, Pedro Casas, Lukasz Golab, Marco Mellia
2014	—	`conf`	Predicting peak-demand days in the ontario peak reduction program for large consumers. e-Energy Yuheng Helen Jiang, Ryan Levman, Lukasz Golab, Jatin Nathwani
2014	J	`jnl`	Sampling from repairs of conditional functional dependency violations. VLDB J. George Beskales, Ihab F. Ilyas, Lukasz Golab, Artur Galiullin
2013	B	`conf`	Analyzing the Mental Health of Engineering Students using Classification and Regression. EDM Melissa Deziel, Dayo Olawo, Lisa Truchon, Lukasz Golab
2013	—	`ch.`	Data Warehouse Quality: Summary and Outlook. Handbook of Data Quality Lukasz Golab
2013	—	`conf`	Data stream warehousing. SIGMOD Conference Lukasz Golab, Theodore Johnson
2013	J	`jnl`	Distributed Data Placement via Graph Partitioning. CoRR Lukasz Golab, Marios Hadjieleftheriou, Howard J. Karloff, Barna Saha
2013	C	`conf`	Lazy data structure maintenance for main-memory analytics over sliding windows. DOLAP Chang Ge, Lukasz Golab
2013	A*	`conf`	On the relative trust between inconsistent data and inaccurate constraints. ICDE George Beskales, Ihab F. Ilyas, Lukasz Golab, Artur Galiullin
2012	B	`conf`	A Sequence-Oriented Stream Warehouse Paradigm for Network Monitoring Applications. PAM Lukasz Golab, Theodore Johnson, Subhabrata Sen, Jennifer Yates
2012	A*	`conf`	Discovering Conservation Rules. ICDE Lukasz Golab, Howard J. Karloff, Flip Korn, Barna Saha, Divesh Srivastava
2012	J	`jnl`	On the Relative Trust between Inconsistent Data and Inaccurate Constraints CoRR George Beskales, Ihab F. Ilyas, Lukasz Golab, Artur Galiullin
2012	J	`jnl`	Scalable Scheduling of Updates in Streaming Data Warehouses. IEEE Trans. Knowl. Data Eng. Lukasz Golab, Theodore Johnson, Vladislav Shkapenyuk
2012	C	`conf`	Towards benchmarking stream data warehouses. DOLAP Arian Bär, Lukasz Golab
2011	A	`conf`	Consistency in a Stream Warehouse. CIDR Lukasz Golab, Theodore Johnson
2011	J	`jnl`	Efficient and Effective Analysis of Data Quality using Pattern Tableaux. IEEE Data Eng. Bull. Lukasz Golab, Flip Korn, Divesh Srivastava
2011	J	`jnl`	Scheduling to Minimize Staleness and Stretch in Real-Time Data Warehouses. Theory Comput. Syst. MohammadHossein Bateni, Lukasz Golab, MohammadTaghi Hajiaghayi, Howard J. Karloff
2010	J	`jnl`	Data Auditor: Exploring Data Quality and Semantics using Pattern Tableaux. Proc. VLDB Endow. Lukasz Golab, Howard J. Karloff, Flip Korn, Divesh Srivastava
2010	—	`book`	Data Stream Management Lukasz Golab, M. Tamer Özsu
2010	J	`jnl`	Enabling Real Time Data Analysis. Proc. VLDB Endow. Divesh Srivastava, Lukasz Golab, Rick Greer, Theodore Johnson, Joseph Seidel, Vladislav Shkapenyuk, Oliver Spatscheck, Jennifer Yates
2010	J	`jnl`	Sampling the Repairs of Functional Dependency Violations under Hard Constraints. Proc. VLDB Endow. George Beskales, Ihab F. Ilyas, Lukasz Golab
2009	—	`ch.`	Data Stream. Encyclopedia of Database Systems Lukasz Golab
2009	—	`conf`	Estimating the confidence of conditional functional dependencies. SIGMOD Conference Graham Cormode, Lukasz Golab, Flip Korn, Andrew McGregor, Divesh Srivastava, Xi Zhang
2009	A*	`conf`	Scheduling Updates in a Real-Time Stream Warehouse. ICDE Lukasz Golab, Theodore Johnson, Vladislav Shkapenyuk
2009	B	`conf`	Scheduling to minimize staleness and stretch in real-time data warehouses. SPAA MohammadHossein Bateni, Lukasz Golab, Mohammad Taghi Hajiaghayi, Howard J. Karloff
2009	J	`jnl`	Sequential Dependencies. Proc. VLDB Endow. Lukasz Golab, Howard J. Karloff, Flip Korn, Avishek Saha, Divesh Srivastava
2009	—	`ch.`	Stream Models. Encyclopedia of Database Systems Lukasz Golab
2009	—	`conf`	Stream warehousing with DataDepot. SIGMOD Conference Lukasz Golab, Theodore Johnson, J. Spencer Seidel, Vladislav Shkapenyuk
2008	J	`jnl`	On generating near-optimal tableaux for conditional functional dependencies. Proc. VLDB Endow. Lukasz Golab, Howard J. Karloff, Flip Korn, Divesh Srivastava, Bei Yu
2008	—	`conf`	Optimizing away joins on data streams. SSPS Lukasz Golab, Theodore Johnson, Nick Koudas, Divesh Srivastava, David Toman
2008	—	`conf`	Prefilter: predicate pushdown at streaming speeds. SSPS Lukasz Golab, Theodore Johnson, Oliver Spatscheck
2006	B	`conf`	Indexing Time-Evolving Data With Variable Lifetimes. SSDBM Lukasz Golab, Piyush Prahladka, M. Tamer Özsu
2006	A	`conf`	Multi-query optimization of sliding window aggregates by schedule synchronization. CIKM Lukasz Golab, Kumar Gaurav Bijay, M. Tamer Özsu
2006	B	`conf`	On Concurrency Control in Sliding Window Queries over Data Streams. EDBT Lukasz Golab, Kumar Gaurav Bijay, M. Tamer Özsu
2006	—	`—`	Sliding Window Query Processing over Data Streams. Lukasz Golab
2005	—	`conf`	Update-Pattern-Aware Modeling and Processing of Continuous Queries. SIGMOD Conference Lukasz Golab, M. Tamer Özsu
2004	B	`conf`	Finding Frequent Items in Sliding Windows with Multinomially-Distributed Item Frequencies. SSDBM Lukasz Golab, David DeHaan, Alejandro López-Ortiz, Erik D. Demaine
2004	B	`conf`	On Indexing Sliding Windows over Online Data Streams. EDBT Lukasz Golab, Shaveen Garg, M. Tamer Özsu
2004	—	`conf`	Querying Sliding Windows Over Online Data Streams. EDBT Workshops Lukasz Golab
2003	A	`conf`	Identifying frequent items in sliding windows over on-line packet streams. Internet Measurement Conference Lukasz Golab, David DeHaan, Erik D. Demaine, Alejandro López-Ortiz, J. Ian Munro
2003	J	`jnl`	Issues in data stream management. SIGMOD Rec. Lukasz Golab, M. Tamer Özsu
2003	A*	`conf`	Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams. VLDB Lukasz Golab, M. Tamer Özsu