Felix Naumann

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 117

Top Venues

Publications

Tobias Bleifuß, Thorsten Papenbrock, Thomas Bläsius, Martin Schirneck, Felix Naumann
Discovering Functional Dependencies through Hitting Set Enumeration. Proc. ACM Manag. Data 2 (1) (2024)
Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
Overlap-Based Duplicate Table Detection. SEBD (2024)
Eduardo H. M. Pena, Fábio Porto, Felix Naumann
Discovering Denial Constraints in Dynamic Datasets. ICDE (2024)
Daniel Lindner, Daniel Ritter, Felix Naumann
Enabling Data Dependency-based Query Optimization. CoRR (2024)
Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
Determining the Largest Overlap between Tables. Proc. ACM Manag. Data 2 (1) (2024)
Leon Bornemann, Tobias Bleifuß, Dmitri V. Kalashnikov, Fatemeh Nargesian, Felix Naumann, Divesh Srivastava
Efficient Discovery of Temporal Inclusion Dependencies in Wikipedia Tables. EDBT (2024)
Mazhar Hameed, Gerardo Vitagliano, Fabian Panse, Felix Naumann
TASHEEH: Repairing Row-Structure in Raw CSV Files. EDBT (2024)
Felix Naumann
Editorial. ACM J. Data Inf. Qual. 16 (1) (2024)
Sedir Mohammed, Hazar Harmouch, Felix Naumann, Divesh Srivastava
Data Quality Assessment: Challenges and Opportunities. CoRR (2024)
Malte Barth, Tibor Bleidt, Martin Büßemeyer, Fabian Heseding, Niklas Köhnecke, Tobias Bleifuß, Leon Bornemann, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava
Detecting Stale Data in Wikipedia Infoboxes. EDBT (2023)
Marie Fischer, Paul Roessler, Paul Sieben, Janina Adamcic, Christoph Kirchherr, Tobias Straeubig, Youri Kaminsky, Felix Naumann
BCNF* - From Normalized- to Star-Schemas and Back Again. SIGMOD Conference Companion (2023)
Leon Bornemann, Tobias Bleifuß, Dmitri V. Kalashnikov, Fatemeh Nargesian, Felix Naumann, Divesh Srivastava
Matching Roles from Temporal Data: Why Joe Biden is not only President, but also Commander-in-Chief. Proc. ACM Manag. Data 1 (1) (2023)
Gerardo Vitagliano, Mazhar Hameed, Lan Jiang, Lucas Reisener, Eugene Wu, Felix Naumann
Pollock: A Data Loading Benchmark. Proc. VLDB Endow. 16 (8) (2023)
Lisa Ehrlinger, Hazar Harmouch, Ihab F. Ilyas, Felix Naumann
Preface QDB. VLDB Workshops (2023)
Youri Kaminsky, Eduardo H. M. Pena, Felix Naumann
Discovering Similarity Inclusion Dependencies. Proc. ACM Manag. Data 1 (1) (2023)
Jan Kossmann, Thorsten Papenbrock, Felix Naumann
Correction to: Data dependencies for query optimization: a survey. VLDB J. 32 (2) (2023)
Giovanni Simonini, Luca Zecchini, Felix Naumann, Sonia Bergamaschi
Entity Resolution On-Demand for Querying Dirty Datasets. SEBD (2023)
Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
BrewER: Entity Resolution On-Demand. Proc. VLDB Endow. 16 (12) (2023)
Leonardo Hübscher, Lan Jiang, Felix Naumann
ExtracTable: Extracting Tables from Raw Data Files. BTW (2023)
Mazhar Hameed, Gerardo Vitagliano, Felix Naumann
MORPHER: Structural Transformation of Ill-formed Rows. CIKM (2023)
Felix Naumann, Xin Luna Dong
Editorial: Special Issue for Selected Papers of VLDB 2021. VLDB J. 32 (6) (2023)
Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang
Diversity and Inclusion Activities in Database Conferences: A 2021 Report. SIGMOD Rec. 51 (2) (2022)
Martin Graf, Lukas Laskowski, Florian Papsdorf, Florian Sold, Roland Gremmelspacher, Felix Naumann, Fabian Panse
Frost: A Platform for Benchmarking and Exploring Data Matching Results. Proc. VLDB Endow. 15 (12) (2022)
Gerardo Vitagliano, Lucas Reisener, Lan Jiang, Mazhar Hameed, Felix Naumann
Mondrian: Spreadsheet Layout Detection. SIGMOD Conference (2022)
Jan Kossmann, Felix Naumann, Daniel Lindner, Thorsten Papenbrock
Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization. CIDR (2022)
Eduardo H. M. Pena, Fábio Porto, Felix Naumann
Fast Algorithms for Denial Constraint Discovery. Proc. VLDB Endow. 16 (4) (2022)
Daniel Lindner, Franziska Schumann, Nicolas Alder, Tobias Bleifuß, Leon Bornemann, Felix Naumann
Mining Change Rules. EDBT (2022)
Philipp Hacker, Felix Naumann, Tobias Friedrich, Stefan Grundmann, Anja Lehmann, Herbert Zech
AI Compliance - Challenges of Bridging Data Science and Law. ACM J. Data Inf. Qual. 14 (3) (2022)
Ihab F. Ilyas, Felix Naumann
Data Errors: Symptoms, Causes and Origins. IEEE Data Eng. Bull. 45 (1) (2022)
Giovanni Simonini, Luca Zecchini, Sonia Bergamaschi, Felix Naumann
Entity Resolution On-Demand. Proc. VLDB Endow. 15 (7) (2022)
Mazhar Hameed, Gerardo Vitagliano, Lan Jiang, Felix Naumann
SURAGH: Syntactic Pattern Matching to Identify Ill-Formed Records. EDBT (2022)
Lukas Budach, Moritz Feuerpfeil, Nina Ihde, Andrea Nathansen, Nele Sina Noack, Hendrik Patzlaff, Hazar Harmouch, Felix Naumann
The Effects of Data Quality on ML-Model Performance. CoRR (2022)
Jan Kossmann, Thorsten Papenbrock, Felix Naumann
Data dependencies for query optimization: a survey. VLDB J. 31 (1) (2022)
Pinar Tözün, Felix Naumann, Philippe Bonnet, Xin Luna Dong
VLDB 2021: Designing a Hybrid Conference. CoRR (2022)
Divesh Srivastava, Tobias Bleifuß, Leon Bornemann, Dmitri V. Kalashnikov, Felix Naumann
Exploring and Analyzing Change: The Janus Project. CIKM (2022)
Lan Jiang, Gerardo Vitagliano, Mazhar Hameed, Felix Naumann
Aggregation Detection in CSV Files. EDBT (2022)
Gerardo Vitagliano, Lan Jiang, Felix Naumann
Detecting Layout Templates in Complex Multiregion Files. CoRR (2021)
Hazar Harmouch, Thorsten Papenbrock, Felix Naumann
Relational Header Discovery using Similarity Search in a Table Corpus. ICDE (2021)
Angela Bonifati, Michael J. Mior, Felix Naumann, Nele Sina Noack
How Inclusive are We? SIGMOD Rec. 50 (4) (2021)
Michael Loster, Davide Mottin, Paolo Papotti, Jan Ehmüller, Benjamin Feldmann, Felix Naumann
Few-Shot Knowledge Validation using Rules. WWW (2021)
Fabian Panse, Felix Naumann
Evaluation of Duplicate Detection Algorithms: From Quality Measures to Test Data Generation. ICDE (2021)
Loredana Caruccio, Vincenzo Deufemia, Felix Naumann, Giuseppe Polese
Discovering Relaxed Functional Dependencies based on Multi-attribute Dominance [Extended Abstract]. ICDE (2021)
Tobias Bleifuß, Leon Bornemann, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava
Structured Object Matching across Web Page Revisions. ICDE (2021)
Lan Jiang, Gerardo Vitagliano, Felix Naumann
Structure Detection in Verbose CSV Files. EDBT (2021)
Nicolas Alder, Tobias Bleifuß, Leon Bornemann, Felix Naumann, Tim Repke
Ein Data Engineering Kurs für 10.000 Teilnehmer. Datenbank-Spektrum 21 (1) (2021)
Michael Loster, Ioannis K. Koumarelas, Felix Naumann
Knowledge Transfer for Entity Resolution with Siamese Neural Networks. ACM J. Data Inf. Qual. 13 (1) (2021)
Martin Graf, Lukas Laskowski, Florian Papsdorf, Florian Sold, Roland Gremmelspacher, Felix Naumann, Fabian Panse
Frost: Benchmarking and Exploring Data Matching Results. CoRR (2021)
Loredana Caruccio, Vincenzo Deufemia, Felix Naumann, Giuseppe Polese
Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance. IEEE Trans. Knowl. Data Eng. 33 (9) (2021)
Gerardo Vitagliano, Lan Jiang, Felix Naumann
Detecting Layout Templates in Complex Multiregion Files. Proc. VLDB Endow. 15 (3) (2021)
Tobias Bleifuß, Leon Bornemann, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava
The Secret Life of Wikipedia Tables. SEA-Data@VLDB (2021)
Eduardo H. M. Pena, Eduardo Cunha de Almeida, Felix Naumann
Fast Detection of Denial Constraint Violations. Proc. VLDB Endow. 15 (4) (2021)
Xin Luna Dong, Felix Naumann
Front Matter. Proc. VLDB Endow. 14 (12) (2021)
Philippe Bonnet, Xin Luna Dong, Felix Naumann, Pinar Tözün
VLDB 2021: Designing a Hybrid Conference. SIGMOD Rec. 50 (4) (2021)
Leon Bornemann, Tobias Bleifuß, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava
Natural Key Discovery in Wikipedia Tables. WWW (2020)
Lan Jiang, Felix Naumann
Holistic primary key and foreign key detection. J. Intell. Inf. Syst. 54 (3) (2020)
Mazhar Hameed, Felix Naumann
Data Preparation: A Survey of Commercial Tools. SIGMOD Rec. 49 (3) (2020)
Philipp Schirmer, Thorsten Papenbrock, Ioannis K. Koumarelas, Felix Naumann
Efficient Discovery of Matching Dependencies. ACM Trans. Database Syst. 45 (3) (2020)
Xin Luna Dong, Felix Naumann
Front Matter. Proc. VLDB Endow. 14 (1) (2020)
Jan Ehmüller, Lasse Kohlmeyer, Holly McKee, Daniel Paeschke, Tim Repke, Ralf Krestel, Felix Naumann
Sense Tree: Discovery of New Word Senses with Graph-based Scoring. LWDA (2020)
Sebastian Kruse, Zoi Kaoudi, Bertty Contreras-Rojas, Sanjay Chawla, Felix Naumann, Jorge-Arnulfo Quiané-Ruiz
RHEEMix in the data jungle: a cost-based optimizer for cross-platform systems. VLDB J. 29 (6) (2020)
Ioannis K. Koumarelas, Thorsten Papenbrock, Felix Naumann
MDedup: Duplicate Detection with Matching Dependencies. Proc. VLDB Endow. 13 (5) (2020)
Ioannis K. Koumarelas, Lan Jiang, Felix Naumann
Data Preparation for Duplicate Detection. ACM J. Data Inf. Qual. 12 (3) (2020)
Eduardo H. M. Pena, Edson Ramiro Lucas Filho, Eduardo C. de Almeida, Felix Naumann
Efficient Detection of Data Dependency Violations. CIKM (2020)
Johann Birnick, Thomas Bläsius, Tobias Friedrich, Felix Naumann, Thorsten Papenbrock, Martin Schirneck
Hitting Set Enumeration with Partial Information for Unique Column Combination Discovery. Proc. VLDB Endow. 13 (11) (2020)
Konstantina Lazaridou, Alexander Löser, Maria Mestre, Felix Naumann
Discovering Biased News Articles Leveraging Multiple Human Annotations. LREC (2020)
Philipp Hacker, Ralf Krestel, Stefan Grundmann, Felix Naumann
Explainable AI under contract and tort law: legal incentives and technical challenges. Artif. Intell. Law 28 (4) (2020)
Felix Naumann
Data Profiling in the Relational World (invited paper). ASLD@ISWC (2020)
Uwe Draisbach, Peter Christen, Felix Naumann
Transforming Pairwise Duplicates to Entity Clusters for High-quality Duplicate Detection. ACM J. Data Inf. Qual. 12 (1) (2020)
Tobias Bleifuß, Leon Bornemann, Theodore Johnson, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava
Exploring Change. SEBD (2019)
Laure Berti-Équille, Hazar Harmouch, Felix Naumann, Noël Novelli, Saravanan Thirumuruganathan
Discovery of Genuine Functional Dependencies from Relational Data with Missing Values. INFORSID (2019)
Tobias Bleifuß, Leon Bornemann, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava
DBChEx: Interactive Exploration of Data and Schema Change. CIDR (2019)
Lan Jiang, Gerardo Vitagliano, Felix Naumann
A Scoring-based Approach for Data Preparator Suggestion. LWDA (2019)
Philipp Schirmer, Thorsten Papenbrock, Sebastian Kruse, Felix Naumann, Dennis Hempfing, Torben Mayer, Daniel Neuschäfer-Rube
DynFD: Functional Dependency Discovery in Dynamic Datasets. EDBT (2019)
Eduardo H. M. Pena, Eduardo C. de Almeida, Felix Naumann
Discovery of Approximate (and Exact) Denial Constraints. Proc. VLDB Endow. 13 (3) (2019)
Falco Dürsch, Axel Stebner, Fabian Windheuser, Maxi Fischer, Tim Friedrich, Nils Strelow, Tobias Bleifuß, Hazar Harmouch, Lan Jiang, Thorsten Papenbrock, Felix Naumann
Inclusion Dependency Discovery: An Experimental Evaluation of Thirteen Algorithms. CIKM (2019)
Sebastian Kruse, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla, Felix Naumann, Bertty Contreras-Rojas
Optimizing Cross-Platform Data Movement. ICDE (2019)
Jens Dittrich, Felix Naumann, Norbert Ritter, Theo Härder
Editorial. Datenbank-Spektrum 19 (2) (2019)
Ioannis K. Koumarelas, Axel Kroschk, Clifford Mosley, Felix Naumann
Experience: Enhancing Address Matching with Geocoding and Similarity Measure Selection. ACM J. Data Inf. Qual. 10 (2) (2018)
Tobias Bleifuß, Leon Bornemann, Theodore Johnson, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava
Exploring Change - A New Dimension of Data Analytics. Proc. VLDB Endow. 12 (2) (2018)
Sebastian Kruse, Felix Naumann
Efficient Discovery of Approximate Dependencies. Proc. VLDB Endow. 11 (7) (2018)
Laure Berti-Équille, Hazar Harmouch, Felix Naumann, Noël Novelli, Saravanan Thirumuruganathan
Discovery of Genuine Functional Dependencies from Relational Data with Missing Values. Proc. VLDB Endow. 11 (8) (2018)
Konstantina Lazaridou, Toni Grütze, Felix Naumann
Where in the World Is Carmen Sandiego?: Detecting Person Locations via Social Media Discussions. WebSci (2018)
Sebastian Kruse, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla, Felix Naumann, Bertty Contreras
RHEEMix in the Data Jungle - A Cross-Platform Query Optimizer -. CoRR (2018)
Michael Loster, Tim Repke, Ralf Krestel, Felix Naumann, Jan Ehmueller, Benjamin Feldmann, Oliver Maspfuhl
The Challenges of Creating, Maintaining and Exploring Graphs of Financial Entities. DSMM@SIGMOD (2018)
Claudia Exeler, Maria Graber, Tino Junge, Stefan Ramson, Cathleen Ramson, Fabian Tschirschnitz, Felix Naumann
Piggyback Profiling: Enhancing Query Results with Metadata. LWDA (2018)
Michael Loster, Felix Naumann, Jan Ehmueller, Benjamin Feldmann
CurEx: A System for Extracting, Curating, and Exploring Domain-Specific Knowledge Graphs from Text. CIKM (2018)
Michael Loster, Manuel Hegner, Felix Naumann, Ulf Leser
Dissecting Company Names using Sequence Labeling. LWDA (2018)
Alberto Pietrangelo, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann, Ioannis K. Koumarelas
Towards Progressive Search-driven Entity Resolution. SEBD (2018)
Leon Bornemann, Tobias Bleifuß, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava
Data Change Exploration Using Time Series Clustering. Datenbank-Spektrum 18 (2) (2018)
Sebastian Kruse, Thorsten Papenbrock, Christian Dullweber, Moritz Finke, Manuel Hegner, Martin Zabel, Christian Zöllner, Felix Naumann
Fast Approximate Discovery of Inclusion Dependencies. BTW (2017)
Felix Naumann, Ralf Krestel
Das Fachgebiet "Informationssysteme" am Hasso-Plattner-Institut. Datenbank-Spektrum 17 (1) (2017)
Shazia Wasim Sadiq, Tamraparni Dasu, Xin Luna Dong, Juliana Freire, Ihab F. Ilyas, Sebastian Link, Renée J. Miller, Felix Naumann, Xiaofang Zhou, Divesh Srivastava
Data Quality: The Role of Empiricism. SIGMOD Rec. 46 (4) (2017)
Zhe Zuo, Michael Loster, Ralf Krestel, Felix Naumann
Uncovering Business Relationships: Context-sensitive Relationship Extraction for Difficult Relationship Types. LWDA (2017)
Ziawasch Abedjan, Lukasz Golab, Felix Naumann
Data Profiling: A Tutorial. SIGMOD Conference (2017)
Hazar Harmouch, Felix Naumann
Cardinality Estimation: An Experimental Survey. Proc. VLDB Endow. 11 (4) (2017)
Thorsten Papenbrock, Felix Naumann
Data-driven Schema Normalization. EDBT (2017)
Sebastian Kruse, David Hahn, Marius Walter, Felix Naumann
Metacrate: Organize and Analyze Millions of Data Profiles. CIKM (2017)
Fabian Tschirschnitz, Thorsten Papenbrock, Felix Naumann
Detecting Inclusion Dependencies on Very Many Tables. ACM Trans. Database Syst. 42 (3) (2017)
Konstantina Lazaridou, Ralf Krestel, Felix Naumann
Identifying Media Bias by Analyzing Reported Speech. ICDM (2017)
Michael Loster, Zhe Zuo, Felix Naumann, Oliver Maspfuhl, Dirk Thomas
Improving Company Recognition from Unstructured Text by using Dictionaries. EDBT (2017)

Felix Naumann.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Felix Naumann