Alexander Hinneburg

Orcid: 0000-0003-4817-0116

Affiliations:
  • Martin Luther University of Halle-Wittenberg, Institute for Informatics, Halle/Saale, Germany


According to our database1, Alexander Hinneburg authored at least 58 papers between 1998 and 2023.

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Bibliography

2023
Semantic Watermarks for Detecting Cheating in Online Database Exams.
Proceedings of the Datenbanksysteme für Business, 2023

2022
An Application of Learned Multi-modal Product Similarity to E-Commerce.
Proceedings of the Similarity Search and Applications - 15th International Conference, 2022

2018
Visualizing Clustering Results.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

2016
Translating Bayesian Networks into Entity Relationship Models, Extended Version.
CoRR, 2016

Towards rapidly developing database-supported machine learning applications.
Proceedings of the Conference "Lernen, 2016

Translating Bayesian Networks into Entity Relationship Models.
Proceedings of the Conceptual Modeling - 35th International Conference, 2016

2015
Exploring the Space of Topic Coherence Measures.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

2014
Evaluating topic coherence measures.
CoRR, 2014

Evaluation des Konfigurationsraumes von Kohärenzmaßen für Thememodelle.
Proceedings of the 16th LWA Workshops: KDML, 2014

Demonstration von thematischen Frames im TopicExplorer-System.
Proceedings of the 16th LWA Workshops: KDML, 2014

Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data - A Computer Science Perspective on Biodiversity Research.
Proceedings of the DATA 2014, 2014

Exploring Document Collections with Topic Frames.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Concepts of Visual and Interactive Clustering.
Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012
Fast sampling word correlations of high dimensional text data (abstract only).
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

TopicExplorer: Exploring Document Collections with Topic Models.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

2011
On the distinctiveness of tags in collaborative tagging systems.
Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 2011

Charakterisierung von Themen in Dokumenten durch positive Wort-Korrelationen.
Proceedings of the Report of the symposium "Lernen, 2011

2010
Visually Summarizing Semantic Evolution in Document Streams with Topic Table.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2010

Visually Summarizing the Evolution of Documents under a Social Tag.
Proceedings of the KDIR 2010, 2010

Ranked Set Search in Medline Documents.
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010

2009
Visualizing Clustering Results.
Proceedings of the Encyclopedia of Database Systems, 2009

Topic Evolution in a Stream of Documents.
Proceedings of the SIAM International Conference on Data Mining, 2009

2008
LWA 2007.
Künstliche Intell., 2008

2007
How to Handle Small Samples: Bootstrap and Bayesian Methods in the Analysis of Linguistic Change.
Lit. Linguistic Comput., 2007

Duplicate detection of 2D-NMR Spectra.
J. Integr. Bioinform., 2007

Analysing latent topics in large-scale proteomics.
Proceedings of the LWA 2007: Lernen - Wissen, 2007

Workshop on Knowledge Discovery, Data Mining, and Machine Learning and Workshop on Bioinformatics.
Proceedings of the LWA 2007: Lernen - Wissen, 2007

Clustering using EM-based Hill-Climbing on Kernel Density Estimation.
Proceedings of the LWA 2007: Lernen - Wissen, 2007

DENCLUE 2.0: Fast Clustering Based on Kernel Density Estimation.
Proceedings of the Advances in Intelligent Data Analysis VII, 2007

Bayesian Folding-In with Dirichlet Kernels for PLSI.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

An Application of Latent Topic Document Analysis to Large-Scale Proteomics Databases.
Proceedings of the German Conference on Bioinformatics, 2007

Fast Approximate Duplicate Detection for 2D-NMR Spectra.
Proceedings of the Data Integration in the Life Sciences, 4th International Workshop, 2007

An Evaluation of Text Retrieval Methods for Similarity Search of Multi-dimensional NMR-Spectra.
Proceedings of the Bioinformatics Research and Development, First International Conference, 2007

2006
Similarity Search for Multi-dimensional NMR-Spectra of Natural Products.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

2005
Optimizing Multiple Top-K Queries over Joins.
Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005

Dimension induced clustering.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

2004
Multiresolution similarity search in image databases.
Multim. Syst., 2004

2003
A General Approach to Clustering in Large Databases with Noise.
Knowl. Inf. Syst., 2003

Using projections to visually cluster high-dimensional data.
Comput. Sci. Eng., 2003

COMBI-Operator: Database Support for Data Mining Applications.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Database Support for 3D-Protein Data Set Analysis.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

HD-Eye - Visual Clustering of High dimensional Data.
Proceedings of the 19th International Conference on Data Engineering, 2003

Visual interaction to solving complex optimization problems.
Proceedings of the Data Visualization: The State of the Art, 2003

Ähnlichkeitssuche in Musik-Datenbanken mit Hilfe von Visualisierungen.
Proceedings of the BTW 2003, 2003

2002
Multi-Resolution Similarity Search in Image Databases.
Proceedings of the MIS 2002, International Workshop on Multimedia Information Systems, October 10, 2002

Density-based clustering in large databases using projections and visualizations.
Proceedings of the Ausgezeichnete Informatikdissertationen 2002, 2002

Density-based clustering in large databases using projections and visualizations.
PhD thesis, 2002

2001
On the Surprising Behavior of Distance Metrics in High Dimensional Spaces.
Proceedings of the Database Theory, 2001

2000
Interesting KDD-News from SIGMOD'99.
SIGKDD Explor., 2000

What Is the Nearest Neighbor in High Dimensional Spaces?
Proceedings of the VLDB 2000, 2000

High Dimensional Clustering on Large Data Sets.
Proceedings of the 7th EDBT 2000 PhD Workshop, March 31 - April 1, 2000. Konstanz, Germany, 2000

Clustering 3D-structures of Small Aminoacid-chains for Detecting Dependence from Their Sequential Context in Proteins.
Proceedings of the 1st IEEE International Symposium on Bioinformatics and Biomedical Engineering, 2000

1999
HD-Eye: Visual Mining of High-Dimensional Data.
IEEE Computer Graphics and Applications, 1999

Optimal Grid-Clustering: Towards Breaking the Curse of Dimensionality in High-Dimensional Clustering.
Proceedings of the VLDB'99, 1999

Clustering Methods for Large Databases: From the Past to the Future.
Proceedings of the SIGMOD 1999, 1999

Clustering Techniques for Large Data Sets - from the Past to the Future.
Proceedings of the Tutorial Notes for ACM SIGKDD 1999 International Conference on Knowledge Discovery and Data Mining, 1999

1998
An Efficient Approach to Clustering in Large Multimedia Databases with Noise.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

Detecting relationships between amino acid residue sequences and 3D protein structures based on a new class of rotamer libraries.
Proceedings of the German Conference on Bioinformatics, 1998


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