Ziawasch Abedjan

92 papers A* 10A 10B 8Misc 3Journal 32Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	RAG-E: Quantifying Retriever-Generator Alignment and Failure Modes. CoRR Korbinian Randl, Guido Rocchietti, Aron Henriksson, Ziawasch Abedjan, Tony Lindgren, John Pavlopoulos
2026	J	`jnl`	RAMSeS: Robust and Adaptive Model Selection for Time-Series Anomaly Detection Algorithms. CoRR Mohamed Abdelmaksoud, Sheng Ding, Andrey Morozov, Ziawasch Abedjan
2025	J	`jnl`	APEX-DAG: Library and Language independent Pipeline EXtraction. Proc. VLDB Endow. Sebastian Eggers, Nina Zukowska, Ziawasch Abedjan
2025	A*	`conf`	BLEND: A Unified Data Discovery System. ICDE Mahdi Esmailoghli, Christoph Schnell, Renée J. Miller, Ziawasch Abedjan
2025	J	`jnl`	Data Disovery in Data Lakes: Operations, Indexes, Systems. Proc. VLDB Endow. Ziawasch Abedjan, Mahdi Esmailoghli, Sainyam Galhorta
2025	J	`jnl`	Demonstrating Matelda for Multi-Table Error Detection. Proc. VLDB Endow. Fatemeh Ahmadi, Julian Paulußen, Ziawasch Abedjan
2025	B	`conf`	How Green is AutoML for Tabular Data? EDBT Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
2025	Misc	`conf`	Identifying Semantic Components for PBE-based Transformation Discovery. BTW Dakai Men, Binger Chen, Ziawasch Abedjan
2025	B	`conf`	MaTElDa: Multi-Table Error Detection. EDBT Fatemeh Ahmadi, Marc Speckmann, Malte F. Kuhlmann, Ziawasch Abedjan
2025	J	`jnl`	RadlER: Deduplicated Sampling On-Demand. Proc. VLDB Endow. Luca Zecchini, Ziawasch Abedjan, Vasilis Efthymiou, Giovanni Simonini
2024	—	`conf`	Accelerating the Data Cleaning Systems Raha and Baran through Task and Data Parallelism. VLDB Workshops Fatemeh Ahmadi, Yusuf Mandirali, Ziawasch Abedjan
2024	J	`jnl`	AutoML in heavily constrained applications. VLDB J. Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
2024	A	`conf`	Data Augmentation for Supervised Code Translation Learning. MSR Binger Chen, Jacek Golebiowski, Ziawasch Abedjan
2024	—	`conf`	Guiding Catalogue Enrichment with User Queries. ECML/PKDD (9) Yupei Du, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan
2024	J	`jnl`	Guiding Catalogue Enrichment with User Queries. CoRR Yupei Du, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan
2024	—	`conf`	Learning Action Embeddings for Off-Policy Evaluation. ECIR (1) Matej Cief, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan, Artur Bekasov
2024	—	`conf`	Towards Data Augmentation for Supervised Code Translation. ICSE Companion Binger Chen, Jacek Golebiowski, Ziawasch Abedjan
2023	J	`jnl`	AutoML in Heavily Constrained Applications. CoRR Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
2023	J	`jnl`	Blend: A Unified Data Discovery System. CoRR Mahdi Esmailoghli, Christoph Schnell, Renée J. Miller, Ziawasch Abedjan
2023	—	`conf`	Demonstrating MATE and COCOA for Data Discovery. SIGMOD Conference Companion Jannis Becktepe, Mahdi Esmailoghli, Maximilian Koch, Ziawasch Abedjan
2023	A*	`conf`	Duetcs: Code Style Transfer through Generation and Retrieval. ICSE Binger Chen, Ziawasch Abedjan
2023	Misc	`conf`	Duplicate Table Discovery with Xash. BTW Maximilian Koch, Mahdi Esmailoghli, Sören Auer, Ziawasch Abedjan
2023	J	`jnl`	Learning Action Embeddings for Off-Policy Evaluation. CoRR Matej Cief, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan, Artur Bekasov
2023	—	`conf`	NFDI4DS Infrastructure and Services. GI-Jahrestagung Sonja Schimmler, Bianca Wentzel, Arnim Bleier, Stefan Dietze, Saurav Karmakar, Peter Mutschke, Angelie Kraft, Tilahun Abedissa Taffa, Ricardo Usbeck, Zeyd Boukhers, Sören Auer, Leyla Jael Castro, Marcel R. Ackermann, Thomas Neumuth, Daniel Schneider, Ziawasch Abedjan, Atif Latif, Fidan Limani, Raia Abu Ahmad, Georg Rehm, Sima Attar-Khorasani, Matthias Lieber
2022	J	`jnl`	Data Cleaning and AutoML: Would an Optimizer Choose to Clean? Datenbank-Spektrum Felix Neutatz, Binger Chen, Yazan Alkhatib, Jingwen Ye, Ziawasch Abedjan
2022	J	`jnl`	Enabling data-centric AI through data quality management and data literacy. it Inf. Technol. Ziawasch Abedjan
2022	J	`jnl`	MATE: Multi-Attribute Table Extraction. Proc. VLDB Endow. Mahdi Esmailoghli, Jorge-Arnulfo Quiané-Ruiz, Ziawasch Abedjan
2022	—	`conf`	Measuring Fairness of Rankings under Noisy Sensitive Information. FAccT Azin Ghazimatin, Matthäus Kleindessner, Chris Russell, Ziawasch Abedjan, Jacek Golebiowski
2022	—	`conf`	Search Filter Ranking with Language-Aware Label Embeddings. WWW (Companion Volume) Jacek Golebiowski, Felice Antonio Merra, Ziawasch Abedjan, Felix Biessmann
2021	J	`jnl`	Automated Feature Engineering for Algorithmic Fairness. Proc. VLDB Endow. Ricardo Salazar, Felix Neutatz, Ziawasch Abedjan
2021	J	`jnl`	Big Data - Ergebnisse und Herausforderungen im Jahr 2020. LOG IN Ziawasch Abedjan
2021	B	`conf`	COCOA: COrrelation COefficient-Aware Data Augmentation. EDBT Mahdi Esmailoghli, Jorge-Arnulfo Quiané-Ruiz, Ziawasch Abedjan
2021	Misc	`conf`	Combining Programming-by-Example with Transformation Discovery from large Databases. BTW Aslihan Özmen, Mahdi Esmailoghli, Ziawasch Abedjan
2021	—	`conf`	Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study. SIGMOD Conference Felix Neutatz, Felix Biessmann, Ziawasch Abedjan
2021	J	`jnl`	From Cleaning before ML to Cleaning for ML. IEEE Data Eng. Bull. Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu
2021	A*	`conf`	Interactive Cross-language Code Retrieval with Auto-Encoders. ASE Binger Chen, Ziawasch Abedjan
2021	J	`jnl`	MATE: Multi-Attribute Table Extraction. CoRR Mahdi Esmailoghli, Jorge-Arnulfo Quiané-Ruiz, Ziawasch Abedjan
2021	—	`conf`	RPT: Effective and Efficient Retrieval of Program Translations from Big Code. ICSE (Companion Volume) Binger Chen, Ziawasch Abedjan
2021	J	`jnl`	RPT: Effective and Efficient Retrieval of Program Translations from Big Code. CoRR Binger Chen, Ziawasch Abedjan
2021	A	`conf`	Semi-Supervised Data Cleaning with Raha and Baran. CIDR Mohammad Mahdavi, Ziawasch Abedjan
2020	J	`jnl`	Algorithms for Big Data. it Inf. Technol. Ulrich Meyer, Ziawasch Abedjan
2020	J	`jnl`	Anatomy of Metadata for Data Curation. ACM J. Data Inf. Qual. Larysa Visengeriyeva, Ziawasch Abedjan
2020	J	`jnl`	Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning. Proc. VLDB Endow. Mohammad Mahdavi, Ziawasch Abedjan
2020	A	`conf`	CAFE: Constraint-Aware Feature Extraction from Large Databases. CIDR Mahdi Esmailoghli, Ziawasch Abedjan
2020	J	`jnl`	Data Science für alle: Grundlagen der Datenprogrammierung. Inform. Spektrum Ziawasch Abedjan, Hagen Anuth, Mahdi Esmailoghli, Mohammad Mahdavi, Felix Neutatz, Binger Chen
2020	—	`conf`	Optimizing Machine Learning Workloads in Collaborative Environments. SIGMOD Conference Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Ziawasch Abedjan, Tilmann Rabl, Volker Markl
2020	—	`ed.`	Proceedings of the VLDB 2020 PhD Workshop co-located with the 46th International Conference on Very Large Databases (VLDB 2020), ONLINE, August 31 - September 4, 2020. PhD@VLDB Ziawasch Abedjan, Katja Hose
2019	B	`conf`	CLRL: Feature Engineering for Cross-Language Record Linkage. EDBT Öykü Özlem Çakal, Mohammad Mahdavi, Ziawasch Abedjan
2019	—	`ch.`	Data Profiling. Encyclopedia of Big Data Technologies Ziawasch Abedjan
2019	—	`ch.`	Data Science in Healthcare: Benefits, Challenges and Opportunities. Data Science for Healthcare Ziawasch Abedjan, Nozha Boujemaa, Stuart Campbell, Patricia Casla, Supriyo Chatterjea, Sergio Consoli, Cristóbal Costa Soria, Paul Czech, Marija Despenic, Chiara Garattini, Dirk Hamelinck, Adrienne Heinrich, Wessel Kraaij, Jacek Kustra, Aizea Lojo, Marga Martin Sanchez, Miguel Angel Mayer, Matteo Melideo, Ernestina Menasalvas, Frank Møller Aarestrup, Elvira Narro Artigot, Milan Petkovic, Diego Reforgiato Recupero, Alejandro Rodríguez González, Gisele Roesems Kerremans, Roland Roller, Mário Romão, Stefan Rüping, Felix Sasaki, Wouter Spek, Nenad Stojanovic, Jack Thoms, Andrejs Vasiljevs, Wilfried Verachtert, Roel Wuyts
2019	A	`conf`	ED2: A Case for Active Learning in Error Detection. CIKM Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan
2019	J	`jnl`	ED2: Two-stage Active Learning for Error Detection - Technical Report. CoRR Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan
2019	—	`conf`	Explanation of Air Pollution Using External Data Sources. BTW (Workshops) Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Tilmann Rabl, Volker Markl
2019	J	`jnl`	Particulate Matter Matters - The Data Science Challenge @ BTW 2019. Datenbank-Spektrum Holger J. Meyer, Hannes Grunert, Tim Waizenegger, Lucas Woltmann, Claudio Hartmann, Wolfgang Lehner, Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Ariane Ziehn, Tilmann Rabl, Volker Markl, Christian Schmitz, Dhiren Devinder Serai, Tatiane Escobar Gava
2019	B	`conf`	REDS: Estimating the Performance of Error Detection Strategies Based on Dirtiness Profiles. SSDBM Mohammad Mahdavi, Ziawasch Abedjan
2019	—	`conf`	Raha: A Configuration-Free Error Detection System. SIGMOD Conference Mohammad Mahdavi, Ziawasch Abedjan, Raul Castro Fernandez, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2019	—	`conf`	Towards Automated Data Cleaning Workflows. LWDA Mohammad Mahdavi, Felix Neutatz, Larysa Visengeriyeva, Ziawasch Abedjan
2019	A*	`conf`	Unsupervised String Transformation Learning for Entity Consolidation. ICDE Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2018	A*	`conf`	Aurum: A Data Discovery System. ICDE Raul Castro Fernandez, Ziawasch Abedjan, Famien Koko, Gina Yuan, Samuel Madden, Michael Stonebraker
2018	A*	`conf`	Building Data Civilizer Pipelines with an Advanced Workflow Engine. ICDE Essam Mansour, Dong Deng, Raul Castro Fernandez, Abdulhakim Ali Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2018	J	`jnl`	Data Management Systems Research at TU Berlin. SIGMOD Rec. Ziawasch Abedjan, Sebastian B. Simonsen, Volker Markl, Tilmann Rabl, Juan Soto
2018	—	`book`	Data Profiling Ziawasch Abedjan, Lukasz Golab, Felix Naumann, Thorsten Papenbrock
2018	B	`conf`	Metadata-driven error detection. SSDBM Larysa Visengeriyeva, Ziawasch Abedjan
2017	—	`conf`	A Demo of the Data Civilizer System. SIGMOD Conference Raul Castro Fernandez, Dong Deng, Essam Mansour, Abdulhakim Ali Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2017	—	`conf`	An Introduction to Data Profiling. eBISS Ziawasch Abedjan
2017	—	`conf`	Data Profiling: A Tutorial. SIGMOD Conference Ziawasch Abedjan, Lukasz Golab, Felix Naumann
2017	J	`jnl`	Entity Consolidation: The Golden Record Problem. CoRR Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2017	A	`conf`	The Data Civilizer System. CIDR Dong Deng, Raul Castro Fernandez, Ziawasch Abedjan, Sibo Wang, Michael Stonebraker, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Nan Tang
2016	A*	`conf`	Data profiling. ICDE Ziawasch Abedjan, Lukasz Golab, Felix Naumann
2016	A*	`conf`	DataXFormer: A robust transformation discovery system. ICDE Ziawasch Abedjan, John Morcos, Ihab F. Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker
2016	J	`jnl`	Detecting Data Errors: Where are we and what needs to be done? Proc. VLDB Endow. Ziawasch Abedjan, Xu Chu, Dong Deng, Raul Castro Fernandez, Ihab F. Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker, Nan Tang
2016	—	`conf`	Towards large-scale data discovery: position paper. ExploreDB@SIGMOD/PODS Raul Castro Fernandez, Ziawasch Abedjan, Samuel Madden, Michael Stonebraker
2015	—	`conf`	DataXFormer: An Interactive Data Transformation Tool. SIGMOD Conference John Morcos, Ziawasch Abedjan, Ihab Francis Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker
2015	A	`conf`	Dataxformer: Leveraging the Web for Semantic Transformations. CIDR Ziawasch Abedjan, John Morcos, Michael N. Gubanov, Ihab F. Ilyas, Michael Stonebraker, Paolo Papotti, Mourad Ouzzani
2015	J	`jnl`	Profiling relational data: a survey. VLDB J. Ziawasch Abedjan, Lukasz Golab, Felix Naumann
2015	J	`jnl`	Temporal Rules Discovery for Web Data Cleaning. Proc. VLDB Endow. Ziawasch Abedjan, Cuneyt Gurcan Akcora, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker
2014	—	`conf`	Amending RDF Entities with New Facts. KNOW@LOD Ziawasch Abedjan, Felix Naumann
2014	—	`conf`	Amending RDF Entities with New Facts. ESWC (Satellite Events) Ziawasch Abedjan, Felix Naumann
2014	—	`conf`	Assigning global relevance scores to DBpedia facts. ICDE Workshops Philipp Langer, Patrick Schulze, Stefan George, Matthias Kohnen, Tobias Metzke, Ziawasch Abedjan, Gjergji Kasneci
2014	A	`conf`	DFD: Efficient Functional Dependency Discovery. CIKM Ziawasch Abedjan, Patrick Schulze, Felix Naumann
2014	A*	`conf`	Detecting unique column combinations on dynamic data. ICDE Ziawasch Abedjan, Jorge-Arnulfo Quiané-Ruiz, Felix Naumann
2014	—	`conf`	Improving RDF Data with Data Mining. Joint Workshop of the German Research Training Groups in Computer Science Ziawasch Abedjan
2014	—	`—`	Improving RDF data with data mining. Ziawasch Abedjan
2014	A*	`conf`	Profiling and mining RDF data with ProLOD++. ICDE Ziawasch Abedjan, Toni Grütze, Anja Jentzsch, Felix Naumann
2013	J	`jnl`	Improving RDF Data Through Association Rule Mining. Datenbank-Spektrum Ziawasch Abedjan, Felix Naumann
2013	J	`jnl`	Scalable Discovery of Unique Column Combinations. Proc. VLDB Endow. Arvid Heise, Jorge-Arnulfo Quiané-Ruiz, Ziawasch Abedjan, Anja Jentzsch, Felix Naumann
2013	B	`conf`	Synonym Analysis for Predicate Expansion. ESWC Ziawasch Abedjan, Felix Naumann
2012	A	`conf`	Discovering conditional inclusion dependencies. CIKM Jana Bauckmann, Ziawasch Abedjan, Ulf Leser, Heiko Müller, Felix Naumann
2012	A	`conf`	Reconciling ontologies and the web of data. CIKM Ziawasch Abedjan, Johannes Lorey, Felix Naumann
2011	A	`conf`	Advancing the discovery of unique column combinations. CIKM Ziawasch Abedjan, Felix Naumann
2011	B	`conf`	SPRINT: ranking search results by paths. EDBT Christoph Böhm, Eyk Kny, Benjamin Emde, Ziawasch Abedjan, Felix Naumann
2010	—	`conf`	Profiling linked open data with ProLOD. ICDE Workshops Christoph Böhm, Felix Naumann, Ziawasch Abedjan, Dandy Fenz, Toni Grütze, Daniel Hefenbrock, Matthias Pohl, David Sonnabend