- G. Heinrich, A generic approach to topic models and its application to virtual communities, PhD thesis, University of Leipzig, 288 pages, 2012 [Defense slides PDF (translated to English), German summary PDF, Thesis PDF on request].
- G. Heinrich, Typology of mixed-membership models: Towards a design method, Proc. ECML/PKDD, Springer, Sept. 2011.
- G. Heinrich, F.
Logemann, V. Hahn, C. Jung, G. Figueiredo, W. Luk.
Audio array processing for telepresence.
In: K. Bertels et al. (eds.), HW/SW co-design for heterogeneous
multi-core platforms: The hArtes toolchain, Springer, 2011 (in press), pp. 173-207.
- G. Heinrich, "Infinite LDA" – Implementing the HDP with minimum code complexity, Technical note, TN2011/1, 18 February 2011
[PDF].
- G. Heinrich, Parameter
estimation for text analysis, Technical report, Fraunhofer IGD, 15 September 2009 [PDF].
- G. Heinrich and M. Goesele,
Variational Bayes for generic topic models, Proc. 32nd Annual
Conference on Artificial Intelligence, September 2009 [Preprint PDF,
original at Springer, Slides PD F].
- G. Heinrich, A generic
approach to topic models, Proc. ECML/PKDD, September 2009 [PDF,
original at Springer, Example code].
- G. Heinrich, Collapsed
inference for latent Dirichlet allocation: Variational Bayes as
``deterministic Gibbs sampling''?, Technical report, Fraunhofer IGD,
December 2008.
- G. Heinrich, M. Leitner, F.
Logemann, C. Jung, V. Hahn, A platform for audiovisual telepresence
using model- and data-based wave-field synthesis, Proc. 125th
Convention of the AES, San Francisco, 2008 [Preprint PDF].
- H. Witschel, F. Holz, G.
Heinrich, S. Teresniak, An Evaluation Measure for Distributed
Information Retrieval Systems, Proc. 30th European Conference
on Information Retrieval (ECIR), Edinburgh, 2008.
- G. Heinrich,
Actors—media—qualities: a generic model for information
retrieval in virtual communities, Proc. 7th International
Workshop on Innovative Internet Community Systems, (in press), 2007 [Preprint PDF].
- G. Heinrich, T. Keim, C.
Jung, U. Krafzig and S. Noll., Smart collaboration networks – a
toolkit and a vision for creating and predicting trusted
partnership, Proc. eChallenges 2005, Ljubljana, Slovenia [Preprint PDF].
- T. Keim, J. Malinowski, G.
Heinrich, O. Wendt, Personalizing the Search for Persons: A
Recommender-based Approach, Proc. The First International
Workshop on Web Personalization, Recommender Systems and Intelligent
User Interfaces, 2005, Reading, UK.
- G. Heinrich, J. Kindermann,
C. Lauth, G. Paaß, J.Sanchez-Monzon, Investigating word
correlation at different scopes – a latent topic approach, Proc.
Learning and Extending Lexical Ontologies at International
Conference on Machine Learning, Bonn, Germany, June 2005 [Preprint PDF].
- G. Heinrich, Speech
identification using a sequence-based heuristic Proc. 47th
International Symposium ELMAR-2005 focused on Multimedia Systems and
Applications, Zadar, Croatia, March 2005 [Preprint PDF].
- G. Heinrich, Reinforcement
focus+context Proc. of the 8th International Conference on
Computer Graphics and Artificial Intelligence 3iA, Limoges, France,
March 2005.
- G. Heinrich, Teamarbeit nach
Mass – Expertisemanagement in Organisationsnetzwerken
In: Weisbecker, A.; Renner, T. & Noll, S. (ed.): Electronic
Business -- Innovationen, Anwendungen und Technologien, Fraunhofer
IRB-Verlag, 2004, 52-59.
- G. Heinrich, U. Krafzig &
S. Noll, Opal – Online Partnership Lens: A social browser for
the networked enterprise, Computer Graphics Topics, Summer
2003.
- G. Heinrich, Virtual Music – Towards the Internet
Concert Hall, Internet Life, Darmstadt,
2002 [Preprint PDF].
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