Ziawasch Abedjan

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 56

Top Venues

University of Potsdam (PHD)

Education History

University of Potsdam

PHD

Publications

Matej Cief, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan, Artur Bekasov
Learning Action Embeddings for Off-Policy Evaluation. ECIR (1) (2024)
Binger Chen, Jacek Golebiowski, Ziawasch Abedjan
Towards Data Augmentation for Supervised Code Translation. ICSE Companion (2024)
Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
AutoML in heavily constrained applications. VLDB J. 33 (4) (2024)
Yupei Du, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan
Guiding Catalogue Enrichment with User Queries. CoRR (2024)
Binger Chen, Jacek Golebiowski, Ziawasch Abedjan
Data Augmentation for Supervised Code Translation Learning. MSR (2024)
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
NFDI4DS Infrastructure and Services. GI-Jahrestagung (2023)
Jannis Becktepe, Mahdi Esmailoghli, Maximilian Koch, Ziawasch Abedjan
Demonstrating MATE and COCOA for Data Discovery. SIGMOD Conference Companion (2023)
Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
AutoML in Heavily Constrained Applications. CoRR (2023)
Binger Chen, Ziawasch Abedjan
Duetcs: Code Style Transfer through Generation and Retrieval. ICSE (2023)
Mahdi Esmailoghli, Christoph Schnell, Renée J. Miller, Ziawasch Abedjan
Blend: A Unified Data Discovery System. CoRR (2023)
Matej Cief, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan, Artur Bekasov
Learning Action Embeddings for Off-Policy Evaluation. CoRR (2023)
Maximilian Koch, Mahdi Esmailoghli, Sören Auer, Ziawasch Abedjan
Duplicate Table Discovery with Xash. BTW (2023)
Felix Neutatz, Binger Chen, Yazan Alkhatib, Jingwen Ye, Ziawasch Abedjan
Data Cleaning and AutoML: Would an Optimizer Choose to Clean? Datenbank-Spektrum 22 (2) (2022)
Azin Ghazimatin, Matthäus Kleindessner, Chris Russell, Ziawasch Abedjan, Jacek Golebiowski
Measuring Fairness of Rankings under Noisy Sensitive Information. FAccT (2022)
Jacek Golebiowski, Felice Antonio Merra, Ziawasch Abedjan, Felix Biessmann
Search Filter Ranking with Language-Aware Label Embeddings. WWW (Companion Volume) (2022)
Mahdi Esmailoghli, Jorge-Arnulfo Quiané-Ruiz, Ziawasch Abedjan
MATE: Multi-Attribute Table Extraction. Proc. VLDB Endow. 15 (8) (2022)
Ziawasch Abedjan
Enabling data-centric AI through data quality management and data literacy. it Inf. Technol. 64 (1-2) (2022)
Aslihan Özmen, Mahdi Esmailoghli, Ziawasch Abedjan
Combining Programming-by-Example with Transformation Discovery from large Databases. BTW (2021)
Ricardo Salazar, Felix Neutatz, Ziawasch Abedjan
Automated Feature Engineering for Algorithmic Fairness. Proc. VLDB Endow. 14 (9) (2021)
Binger Chen, Ziawasch Abedjan
RPT: Effective and Efficient Retrieval of Program Translations from Big Code. ICSE (Companion Volume) (2021)
Mohammad Mahdavi, Ziawasch Abedjan
Semi-Supervised Data Cleaning with Raha and Baran. CIDR (2021)
Mahdi Esmailoghli, Jorge-Arnulfo Quiané-Ruiz, Ziawasch Abedjan
COCOA: COrrelation COefficient-Aware Data Augmentation. EDBT (2021)
Felix Neutatz, Felix Biessmann, Ziawasch Abedjan
Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study. SIGMOD Conference (2021)
Binger Chen, Ziawasch Abedjan
RPT: Effective and Efficient Retrieval of Program Translations from Big Code. CoRR (2021)
Mahdi Esmailoghli, Jorge-Arnulfo Quiané-Ruiz, Ziawasch Abedjan
MATE: Multi-Attribute Table Extraction. CoRR (2021)
Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu
From Cleaning before ML to Cleaning for ML. IEEE Data Eng. Bull. 44 (1) (2021)
Binger Chen, Ziawasch Abedjan
Interactive Cross-language Code Retrieval with Auto-Encoders. ASE (2021)
Ziawasch Abedjan
Big Data - Ergebnisse und Herausforderungen im Jahr 2020. LOG IN 41 (1) (2021)
Ulrich Meyer, Ziawasch Abedjan
Algorithms for Big Data. it Inf. Technol. 62 (3-4) (2020)
Mahdi Esmailoghli, Ziawasch Abedjan
CAFE: Constraint-Aware Feature Extraction from Large Databases. CIDR (2020)
Ziawasch Abedjan, Hagen Anuth, Mahdi Esmailoghli, Mohammad Mahdavi, Felix Neutatz, Binger Chen
Data Science für alle: Grundlagen der Datenprogrammierung. Inform. Spektrum 43 (2) (2020)
Larysa Visengeriyeva, Ziawasch Abedjan
Anatomy of Metadata for Data Curation. ACM J. Data Inf. Qual. 12 (3) (2020)
Mohammad Mahdavi, Ziawasch Abedjan
Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning. Proc. VLDB Endow. 13 (11) (2020)
Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Ziawasch Abedjan, Tilmann Rabl, Volker Markl
Optimizing Machine Learning Workloads in Collaborative Environments. SIGMOD Conference (2020)
Mohammad Mahdavi, Ziawasch Abedjan
REDS: Estimating the Performance of Error Detection Strategies Based on Dirtiness Profiles. SSDBM (2019)
Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Tilmann Rabl, Volker Markl
Explanation of Air Pollution Using External Data Sources. BTW (Workshops) (2019)
Öykü Özlem Çakal, Mohammad Mahdavi, Ziawasch Abedjan
CLRL: Feature Engineering for Cross-Language Record Linkage. EDBT (2019)
Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan
ED2: Two-stage Active Learning for Error Detection - Technical Report. CoRR (2019)
Mohammad Mahdavi, Felix Neutatz, Larysa Visengeriyeva, Ziawasch Abedjan
Towards Automated Data Cleaning Workflows. LWDA (2019)
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
Particulate Matter Matters - The Data Science Challenge @ BTW 2019. Datenbank-Spektrum 19 (3) (2019)
Mohammad Mahdavi, Ziawasch Abedjan, Raul Castro Fernandez, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Raha: A Configuration-Free Error Detection System. SIGMOD Conference (2019)
Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan
ED2: A Case for Active Learning in Error Detection. CIKM (2019)
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Unsupervised String Transformation Learning for Entity Consolidation. ICDE (2019)
Raul Castro Fernandez, Ziawasch Abedjan, Famien Koko, Gina Yuan, Samuel Madden, Michael Stonebraker
Aurum: A Data Discovery System. ICDE (2018)
Ziawasch Abedjan, Sebastian B. Simonsen, Volker Markl, Tilmann Rabl, Juan Soto
Data Management Systems Research at TU Berlin. SIGMOD Rec. 47 (4) (2018)
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
Building Data Civilizer Pipelines with an Advanced Workflow Engine. ICDE (2018)
Larysa Visengeriyeva, Ziawasch Abedjan
Metadata-driven error detection. SSDBM (2018)
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Entity Consolidation: The Golden Record Problem. CoRR (2017)
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
A Demo of the Data Civilizer System. SIGMOD Conference (2017)
Dong Deng, Raul Castro Fernandez, Ziawasch Abedjan, Sibo Wang, Michael Stonebraker, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Nan Tang
The Data Civilizer System. CIDR (2017)
Ziawasch Abedjan, Lukasz Golab, Felix Naumann
Data Profiling: A Tutorial. SIGMOD Conference (2017)
Ziawasch Abedjan
An Introduction to Data Profiling. eBISS (2017)
Ziawasch Abedjan, Lukasz Golab, Felix Naumann
Data profiling. ICDE (2016)
Ziawasch Abedjan, Xu Chu, Dong Deng, Raul Castro Fernandez, Ihab F. Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker, Nan Tang
Detecting Data Errors: Where are we and what needs to be done? Proc. VLDB Endow. 9 (12) (2016)
Raul Castro Fernandez, Ziawasch Abedjan, Samuel Madden, Michael Stonebraker
Towards large-scale data discovery: position paper. ExploreDB@SIGMOD/PODS (2016)
Ziawasch Abedjan, John Morcos, Ihab F. Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker
DataXFormer: A robust transformation discovery system. ICDE (2016)
Ziawasch Abedjan, John Morcos, Michael N. Gubanov, Ihab F. Ilyas, Michael Stonebraker, Paolo Papotti, Mourad Ouzzani
Dataxformer: Leveraging the Web for Semantic Transformations. CIDR (2015)
Ziawasch Abedjan, Cuneyt Gurcan Akcora, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker
Temporal Rules Discovery for Web Data Cleaning. Proc. VLDB Endow. 9 (4) (2015)
John Morcos, Ziawasch Abedjan, Ihab Francis Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker
DataXFormer: An Interactive Data Transformation Tool. SIGMOD Conference (2015)
Ziawasch Abedjan, Lukasz Golab, Felix Naumann
Profiling relational data: a survey. VLDB J. 24 (4) (2015)
Ziawasch Abedjan, Felix Naumann
Amending RDF Entities with New Facts. KNOW@LOD (2014)
Ziawasch Abedjan, Patrick Schulze, Felix Naumann
DFD: Efficient Functional Dependency Discovery. CIKM (2014)
Ziawasch Abedjan, Toni Grütze, Anja Jentzsch, Felix Naumann
Profiling and mining RDF data with ProLOD++. ICDE (2014)
Ziawasch Abedjan, Jorge-Arnulfo Quiané-Ruiz, Felix Naumann
Detecting unique column combinations on dynamic data. ICDE (2014)
Philipp Langer, Patrick Schulze, Stefan George, Matthias Kohnen, Tobias Metzke, Ziawasch Abedjan, Gjergji Kasneci
Assigning global relevance scores to DBpedia facts. ICDE Workshops (2014)
Ziawasch Abedjan, Felix Naumann
Amending RDF Entities with New Facts. ESWC (Satellite Events) (2014)
Ziawasch Abedjan
Improving RDF Data with Data Mining. Joint Workshop of the German Research Training Groups in Computer Science (2014)
Ziawasch Abedjan, Felix Naumann
Synonym Analysis for Predicate Expansion. ESWC (2013)
Ziawasch Abedjan, Felix Naumann
Improving RDF Data Through Association Rule Mining. Datenbank-Spektrum 13 (2) (2013)
Arvid Heise, Jorge-Arnulfo Quiané-Ruiz, Ziawasch Abedjan, Anja Jentzsch, Felix Naumann
Scalable Discovery of Unique Column Combinations. Proc. VLDB Endow. 7 (4) (2013)
Jana Bauckmann, Ziawasch Abedjan, Ulf Leser, Heiko Müller, Felix Naumann
Discovering conditional inclusion dependencies. CIKM (2012)
Ziawasch Abedjan, Johannes Lorey, Felix Naumann
Reconciling ontologies and the web of data. CIKM (2012)
Christoph Böhm, Eyk Kny, Benjamin Emde, Ziawasch Abedjan, Felix Naumann
SPRINT: ranking search results by paths. EDBT (2011)
Ziawasch Abedjan, Felix Naumann
Advancing the discovery of unique column combinations. CIKM (2011)
Christoph Böhm, Felix Naumann, Ziawasch Abedjan, Dandy Fenz, Toni Grütze, Daniel Hefenbrock, Matthias Pohl, David Sonnabend
Profiling linked open data with ProLOD. ICDE Workshops (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ziawasch Abedjan