Alexander Hinneburg
Institute for Informatics
Office 3.14, Seckendorff-Platz 1
Martin-Luther University
06099 Halle/Saale, Germany
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Phone: ++49 345 55 24732
Fax: ++49 345 55 27333
hinneburg at informatik dot uni-halle dot de
www.informatik.uni-halle.de/~hinnebur
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- Databases, Similarity Search in Images, Text and Music
- Data Mining, Clustering, Embedding Metrics
- Bioinformatics, Proteins, Metabolites, NMR Spectra
- Visualization, high dimensional Data
- Sebastian Klie, Lennart Martens, Juan Antonio Vizcano, Richard Cote, Phil Jones, Rolf Apweiler, Alexander Hinneburg, Henning Hermjakob: Analyzing Large-Scale Proteomics Projects with Latent Semantic Indexing, J. Proteome Res., 7 (01), 182191 10.1021/pr070461k, research profile:Turning data graveyards into gold mines
- Alexander Hinneburg, Hans-Henning Gabriel, Andre Gohr: Bayesian Folding-In with Dirichlet Kernels for PLSI, IEEE International Conference on Data Mining, ICDM 2007, Omaha, USA.
- Alexander Hinneburg, Andrea Porzel, Karina Wolfram: An Evaluation of Text Retrieval Methods for Similarity Search of multi-dimensional NMR-Spectra, in Proc. of International Conference on Bioinformatics Research and Development, BIRD 2007, LNBI Springer ,Berlin, Germany.
- Björn Egert, Steffen Neumann, Alexander Hinneburg: Fast approximate Duplicate Detection of 2D-NMR Spectra, in Proc. of International Workshop on Data Integration in the Life Sciences 2007 (DILS'07), LNBI Springer, Philadelphia, USA.
- Alexander Hinneburg, Hans-Henning Gabriel: DENCLUE 2.0: Fast Clustering based on Kernel Density Estimation, in Proc. of International Symposium on Intelligent Data Analysis 2007 (IDA'07), LNAI Springer, Ljubljana, Slowenien.
- Sebastian Klie, Lennart Martens, Juan Antonio Vizcaino, Richard Cote, Phil Jones, Rolf Apweiler, Alexander Hinneburg, Henning Hermjakob: An application of latent topic document analysis to large-scale proteomics databases, in Proc. of German Bioinformatics Conference 2007 (GCB'07), LNBI Springer, Potsdam, Germany.
- Alexander Hinneburg, Heikki Mannila, Samuli Kaislaniemi, Terttu Nevalainen, Helena Raumolin-Brunberg: How to Handle Small Samples: Bootstrap and Bayesian Methods in the Analysis of Linguistic Change, International Oxford Journal on Literary and Linguistic Computing, 2007, doi: 10.1093/llc/fqm006 .
- Alexander Hinneburg, Björn Egert, Andrea Porzel: Duplicate detection of 2D-NMR Spectra in Journal of Integrative Bioinformatics, 4(1):53, 2007.
- Karina Wolfram, Andrea Porzel, Alexander Hinneburg: Similarity Search for multi-dimensional NMR-Spectra of Natural Products, in Proc. of 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2006, LNCS Springer ,Berlin, Germany, pp. 650-658.
- Alexander Hinneburg, Dirk Habich, Marcel Karnstedt: Analyzing Data Streams by Online DFT, in Proc. of the International ECML/PKDD Workshop on Knowledge Discovery from Data Streams, KDDS 2006, Berlin, Germany, pp. 67-76.
- Stefan Brass, Alexander Hinneburg: Tagungsband: Grundlagen von Datenbanken, GvD 2006, Wittenberg, Juni 2006.
- Alexander Hinneburg, Andreas Hotho, Ralf Klinkenberg: Tagungsband: Knowledge Discovery, Data Mining und Maschinelles Lernen, KDML 2006, Hildesheim, 2006.
- A. Gionis, A. Hinneburg, S. Papadimitriou, P. Tsaparas: Dimension induced clustering, KDD 2005: 51-60, ACM. (Talk)
- D. Habich, W. Lehner, A. Hinneburg: Optimizing Multiple Top-K Queries over Joins. SSDBM 2005: 195-204, IEEE.
- D. Habich, W. Lehner, A. Hinneburg, P. Kitzmantel, M. Kimpl: Eyes4Ears - More than a Classical Music Retrieval System. MUSICNETWORK 2005
- M. Heczko, A. Hinneburg, D. Keim, M. Wawryniuk, Multiresolution similarity search in
image databases, Multimedia Syst. 10(1): 28-40 (2004)
Projects
Current
- VisMur: Visual Music Retrieval
- Similarity Search in 2D NMR Spectra of Metabolites
- Dimension Induced Clustering
- Online DFT: Analyzing Data Streams
Finished
- MultiSort-Operator: Database Support for Similarity Search
- Protein Structure Analysis
- Combi-Operator: Database Support for Data Mining
- HDEye: Visually clustering high-dimensional Data
- VisOpt: Visual interaction for solving complex problems
- DENCLUE and OptiGrid: Clustering high-dimensional data
Program Committee
2008:
SIGKDD,
NLDB,
ECML/PKDD
2007:
SIGKDD,
DEXA 2007,
IDA,
LWA 2007
2006:
SIGKDD,
DaWaK,
GvD,
PKDD
2005:
VLDB,
IDA,
DaWaK,
CIKM
2004:
VLDB,
SIGKDD,
CVDB
2003:
IDA
2002
SIGKDD (Tutorial Chair)
1999
InfoVis
Reviewer for Journals
TKDE, KAIS, DAMI, TOIS, PAMI
Teaching
- SS 2008: Information Retrieval in der Bioinformatik, SWS 2+2
- SS 2008: Audiosignalverarbeitung und Information Retrieval, SWS 2+2
- WS 2007: DB IIb, Implementierung von Datenbanken, 2+2 SWS
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- WS 2007: Seminar: Skalenfreie Graphen und Netzwerke mit Anwendungen in der Physik und Data Minig in sozialen Netzwerken, 2 SWS
- SS 2007: Web Data Mining, 2+2 SWS
- WS 2006: Seminar: Information Retrieval und Datenbanken, 2 SWS
- WS 2006: Information Retrieval und Datenbanken, 2+2 SWS
- SS 2006: Datenbanken in der Bioinformatik, 2+2 SWS
- SS 2006: Seminar: Datamining in Datenbanken, 2 SWS,29.-31.3.2006
- WS 2005: Datamining in Datenbanken, 2+2 SWS
- WS 2005: Seminar: Information Retrieval und Datenbanken, 2 SWS
- SS 2005: Information Retrieval und Datenbanken, 2+2 SWS
- SS 2005: Datenbanken in der Bioinformatik, 2 SWS, Uni Leipzig
- WS 2004: Information Visualization (English), 2 SWS, Uni Helsinki, Finnland
Diploma and Master Projects
- Analyse von Zeitreihen und Strömen
- Approximative Nächste Nachbarn Suche
- Ähnlichkeitssuche in Musikdaten
- Datenextraktion von 2D-NMR Daten aus wissenschaftlichen Veröffentlichungen
- Datenextraktion von Protein-Aktivitätsdaten aus wissenschaftlichen Veröffentlichungen
- Finden von interessanten Zusammenhängen in medizinisch-biologischen Veröffentlichungen