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152no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann: Context Sensitive Information: Model Validation by Information Theory. ICPRAM (1) 2012
151Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristian D. Sigg, Tomas Dikk, Joachim M. Buhmann: Speech Enhancement Using Generative Dictionary Learning. IEEE Transactions on Audio, Speech & Language Processing 20(6): 1698-1712 (2012)
150Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMario Frank, Andreas P. Streich, David A. Basin, Joachim M. Buhmann: Multi-Assignment Clustering for Boolean Data. Journal of Machine Learning Research 13: 459-489 (2012)
149Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMorteza Haghir Chehreghani, Alberto Giovanni Busetto, Joachim M. Buhmann: Information Theoretic Model Validation for Spectral Clustering. Journal of Machine Learning Research - Proceedings Track 22: 495-503 (2012)
2011
148Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGian-Marco Baschera, Alberto Giovanni Busetto, Severin Klingler, Joachim M. Buhmann, Markus H. Gross: Modeling Engagement Dynamics in Spelling Learning. AIED 2011: 31-38
147Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Vezhnevets, Joachim M. Buhmann: Agnostic Domain Adaptation. DAGM-Symposium 2011: 376-385
146Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMario Frank, Morteza Haghir Chehreghani, Joachim M. Buhmann: The Minimum Transfer Cost Principle for Model-Order Selection. ECML/PKDD (1) 2011: 423-438
145Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJudith Zimmermann, Kay Henning Brodersen, Jean-Philippe Pellet, Elias August, Joachim M. Buhmann: Predicting Graduate-level Performance from Undergraduate Achievements. EDM 2011: 357-358
144Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Vezhnevets, Vittorio Ferrari, Joachim M. Buhmann: Weakly supervised semantic segmentation with a multi-image model. ICCV 2011: 643-650
143Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMario Frank, Joachim M. Buhmann: Selecting the rank of truncated SVD by maximum approximation capacity. ISIT 2011: 1036-1040
142Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann: Context Sensitive Information: Model Validation by Information Theory. MCPR 2011: 12-21
141Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLudwig M. Busse, Joachim M. Buhmann: Model-Based Clustering of Inhomogeneous Paired Comparison Data. SIMBAD 2011: 207-221
140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMario Frank, Joachim M. Buhmann: Selecting the rank of SVD by Maximum Approximation Capacity CoRR abs/1102.3176: (2011)
139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas J. Fuchs, Joachim M. Buhmann: Computational pathology: Challenges and promises for tissue analysis. Comp. Med. Imag. and Graph. 35(7-8): 515-530 (2011)
138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKay Henning Brodersen, Florent Haiss, Cheng Soon Ong, Fabienne Jung, Marc Tittgemeyer, Joachim M. Buhmann, Bruno Weber, Klaas E. Stephan: Model-based feature construction for multivariate decoding. NeuroImage 56(2): 601-615 (2011)
137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKay Henning Brodersen, Thomas M. Schofield, Alexander P. Leff, Cheng Soon Ong, Ekaterina I. Lomakina, Joachim M. Buhmann, Klaas E. Stephan: Generative Embedding for Model-Based Classification of fMRI Data. PLoS Computational Biology 7(6): (2011)
2010
136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVerena Kaynig, Thomas J. Fuchs, Joachim M. Buhmann: Neuron geometry extraction by perceptual grouping in ssTEM images. CVPR 2010: 2902-2909
135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Vezhnevets, Joachim M. Buhmann: Towards weakly supervised semantic segmentation by means of multiple instance and multitask learning. CVPR 2010: 3249-3256
134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter J. Schüffler, Thomas J. Fuchs, Cheng Soon Ong, Volker Roth, Joachim M. Buhmann: Computational TMA Analysis and Cell Nucleus Classification of Renal Cell Carcinoma. DAGM-Symposium 2010: 202-211
133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPatrick Pletscher, Cheng Soon Ong, Joachim M. Buhmann: Entropy and Margin Maximization for Structured Output Learning. ECML/PKDD (3) 2010: 83-98
132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYvonne Moh, Joachim M. Buhmann: Regularized online learning of pseudometrics. ICASSP 2010: 1990-1993
131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristian D. Sigg, Tomas Dikk, Joachim M. Buhmann: Speech enhancement with sparse coding in learned dictionaries. ICASSP 2010: 4758-4761
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKay Henning Brodersen, Cheng Soon Ong, Klaas Enno Stephan, Joachim M. Buhmann: The Balanced Accuracy and Its Posterior Distribution. ICPR 2010: 3121-3124
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKay Henning Brodersen, Cheng Soon Ong, Klaas Enno Stephan, Joachim M. Buhmann: The Binormal Assumption on Precision-Recall Curves. ICPR 2010: 4263-4266
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann: Information theoretic model validation for clustering. ISIT 2010: 1398-1402
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVerena Kaynig, Thomas J. Fuchs, Joachim M. Buhmann: Geometrical Consistent 3D Tracing of Neuronal Processes in ssTEM Data. MICCAI (2) 2010: 209-216
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLManfred Claassen, Ruedi Aebersold, Joachim M. Buhmann: Proteome Coverage Prediction for Integrated Proteomics Datasets. RECOMB 2010: 96-109
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMario Frank, Joachim M. Buhmann, David A. Basin: On the definition of role mining. SACMAT 2010: 35-44
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann: Information theoretic model validation for clustering CoRR abs/1006.0375: (2010)
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBjörn Ommer, Joachim M. Buhmann: Learning the Compositional Nature of Visual Object Categories for Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 32(3): 501-516 (2010)
2009
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMario Frank, Andreas P. Streich, David A. Basin, Joachim M. Buhmann: A probabilistic approach to hybrid role mining. ACM Conference on Computer and Communications Security 2009: 101-111
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlberto Giovanni Busetto, Joachim M. Buhmann: Stable Bayesian Parameter Estimation for Biological Dynamical Systems. CSE (1) 2009: 148-157
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYvonne Moh, Joachim M. Buhmann: Manifold regularization for semi-supervised sequential learning. ICASSP 2009: 1617-1620
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndreas P. Streich, Mario Frank, David A. Basin, Joachim M. Buhmann: Multi-assignment clustering for Boolean data. ICML 2009: 122
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlberto Giovanni Busetto, Cheng Soon Ong, Joachim M. Buhmann: Optimized expected information gain for nonlinear dynamical systems. ICML 2009: 13
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas J. Fuchs, Johannes Haybaeck, Peter J. Wild, Mathias Heikenwalder, Holger Moch, Adriano Aguzzi, Joachim M. Buhmann: Randomized Tree Ensembles for Object Detection in Computational Pathology. ISVC (1) 2009: 367-378
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXenofon E. Floros, Thomas J. Fuchs, Markus P. Rechsteiner, Giatgen Spinas, Holger Moch, Joachim M. Buhmann: Graph-Based Pancreatic Islet Segmentation for Early Type 2 Diabetes Mellitus on Histopathological Tissue. MICCAI (1) 2009: 633-640
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Fischer, Volker Roth, Joachim M. Buhmann: Adaptive bandwidth selection for biomarker discovery in mass spectrometry. Artificial Intelligence in Medicine 45(2-3): 207-214 (2009)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLManfred Claassen, Ruedi Aebersold, Joachim M. Buhmann: Proteome coverage prediction with infinite Markov models. Bioinformatics 25(12): (2009)
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBjörn Ommer, Theodor Mader, Joachim M. Buhmann: Seeing the Objects Behind the Dots: Recognition in Videos from a Moving Camera. International Journal of Computer Vision 83(1): 57-71 (2009)
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPatrick Pletscher, Cheng Soon Ong, Joachim M. Buhmann: Spanning Tree Approximations for Conditional Random Fields. Journal of Machine Learning Research - Proceedings Track 5: 408-415 (2009)
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlberto Giovanni Busetto, Joachim M. Buhmann: Structure Identification by Optimized Interventions. Journal of Machine Learning Research - Proceedings Track 5: 57-64 (2009)
2008
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMario Frank, David A. Basin, Joachim M. Buhmann: A class of probabilistic models for role engineering. ACM Conference on Computer and Communications Security 2008: 299-310
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVerena Kaynig, Bernd Fischer, Joachim M. Buhmann: Probabilistic image registration and anomaly detection by nonlinear warping. CVPR 2008
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas J. Fuchs, Tilman Lange, Peter J. Wild, Holger Moch, Joachim M. Buhmann: Weakly Supervised Cell Nuclei Detection and Segmentation on Tissue Microarrays of Renal Clear Cell Carcinoma. DAGM-Symposium 2008: 173-182
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYvonne Moh, Wolfgang Einhäuser, Joachim M. Buhmann: Automatic Detection of Learnability under Unreliable and Sparse User Feedback. DAGM-Symposium 2008: 224-233
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndreas P. Streich, Joachim M. Buhmann: Classification of Multi-labeled Data: A Generative Approach. ECML/PKDD (2) 2008: 390-405
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYvonne Moh, Peter Orbanz, Joachim M. Buhmann: Music preference learning with partial information. ICASSP 2008: 2021-2024
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristian D. Sigg, Joachim M. Buhmann: Expectation-maximization for sparse and non-negative PCA. ICML 2008: 960-967
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYvonne Moh, Joachim M. Buhmann: Kernel Expansion for Online Preference Tracking. ISMIR 2008: 167-172
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas J. Fuchs, Peter J. Wild, Holger Moch, Joachim M. Buhmann: Computational Pathology Analysis of Tissue Microarrays Predicts Survival of Renal Clear Cell Carcinoma Patients. MICCAI (2) 2008: 1-8
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Orbanz, Joachim M. Buhmann: Nonparametric Bayesian Image Segmentation. International Journal of Computer Vision 77(1-3): 25-45 (2008)
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller: On Relevant Dimensions in Kernel Feature Spaces. Journal of Machine Learning Research 9: 1875-1908 (2008)
2007
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBjörn Ommer, Joachim M. Buhmann: Learning the Compositional Nature of Visual Objects. CVPR 2007
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTilman Lange, Joachim M. Buhmann: Regularized Data Fusion Improves Image Segmentation. DAGM-Symposium 2007: 234-243
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTilman Lange, Joachim M. Buhmann: Kernel-Based Grouping of Histogram Data. ECML 2007: 632-639
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBjörn Ommer, Joachim M. Buhmann: Compositional Object Recognition, Segmentation, and Tracking in Video. EMMCVPR 2007: 318-333
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Orbanz, Samuel Braendle, Joachim M. Buhmann: Bayesian Order-Adaptive Clustering for Video Segmentation. EMMCVPR 2007: 334-349
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLudwig M. Busse, Peter Orbanz, Joachim M. Buhmann: Cluster analysis of heterogeneous rank data. ICML 2007: 113-120
93no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann: Complex Statistical Models for Object Recognition and Mass Spectrometry. PRIS 2007: 3-8
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Fischer, Volker Roth, Joachim M. Buhmann: Time-Series Alignment by Non-negative Multiple Generalized Canonical Correlation Analysis. WILF 2007: 505-511
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Fischer, Volker Roth, Joachim M. Buhmann: Time-series alignment by non-negative multiple generalized canonical correlation analysis. BMC Bioinformatics 8(S-10): (2007)
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFranz F. Roos, Riko Jacob, Jonas Grossmann, Bernd Fischer, Joachim M. Buhmann, Wilhelm Gruissem, Sacha Baginsky, Peter Widmayer: PepSplice: cache-efficient search algorithms for comprehensive identification of tandem mass spectra. Bioinformatics 23(22): 3016-3023 (2007)
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Zöller, Joachim M. Buhmann: Robust Image Segmentation Using Resampling and Shape Constraints. IEEE Trans. Pattern Anal. Mach. Intell. 29(7): 1147-1164 (2007)
2006
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew Rabinovich, Serge Belongie, Tilman Lange, Joachim M. Buhmann: Model Order Selection and Cue Combination for Image Segmentation. CVPR (1) 2006: 1130-1137
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMikio L. Braun, Tilman Lange, Joachim M. Buhmann: Model Selection in Kernel Methods Based on a Spectral Analysis of Label Information. DAGM-Symposium 2006: 344-353
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHansruedi Peter, Bernd Fischer, Joachim M. Buhmann: Probabilistic De Novo Peptide Sequencing with Doubly Charged Ions. DAGM-Symposium 2006: 424-433
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Wey, Bernd Fischer, Herbert Bay, Joachim M. Buhmann: Dense Stereo by Triangular Meshing and Cross Validation. DAGM-Symposium 2006: 708-717
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Orbanz, Joachim M. Buhmann: Smooth Image Segmentation by Nonparametric Bayesian Inference. ECCV (1) 2006: 444-457
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBjörn Ommer, Joachim M. Buhmann: Learning Compositional Categorization Models. ECCV (3) 2006: 316-329
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIsabelle Guyon, Amir Reza Saffari Azar Alamdari, Gideon Dror, Joachim M. Buhmann: PerformancePrediction Challenge. IJCNN 2006: 1649-1656
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Fischer, Jonas Grossmann, Volker Roth, Wilhelm Gruissem, Sacha Baginsky, Joachim M. Buhmann: Semi-supervised LC/MS alignment for differential proteomics. ISMB (Supplement of Bioinformatics) 2006: 132-140
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller: Denoising and Dimension Reduction in Feature Space. NIPS 2006: 185-192
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJulian Laub, Volker Roth, Joachim M. Buhmann, Klaus-Robert Müller: On the information and representation of non-Euclidean pairwise data. Pattern Recognition 39(10): 1815-1826 (2006)
2005
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTilman Lange, Martin H. C. Law, Anil K. Jain, Joachim M. Buhmann: Learning with Constrained and Unlabelled Data. CVPR (1) 2005: 731-738
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBjörn Ommer, Joachim M. Buhmann: Object Categorization by Compositional Graphical Models. EMMCVPR 2005: 235-250
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Orbanz, Joachim M. Buhmann: SAR images as mixtures of Gaussian mixtures. ICIP (2) 2005: 209-212
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTilman Lange, Joachim M. Buhmann: Combining partitions by probabilistic label aggregation. KDD 2005: 147-156
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTilman Lange, Joachim M. Buhmann: Fusion of Similarity Data in Clustering. NIPS 2005
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Tilman Lange, Ulrich Ramacher: Image Segmentation by Networks of Spiking Neurons. Neural Computation 17(5): 1010-1031 (2005)
2004
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Zöller, Joachim M. Buhmann: Shape Constrained Image Segmentation by Parametric Distributional Clustering. CVPR (1) 2004: 386-393
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnil K. Jain, Alexander P. Topchy, Martin H. C. Law, Joachim M. Buhmann: Landscape of Clustering Algorithms. ICPR (1) 2004: 260-263
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Fischer, Volker Roth, Joachim M. Buhmann, Jonas Grossmann, Sacha Baginsky, Wilhelm Gruissem, Franz F. Roos, Peter Widmayer: A Hidden Markov Model for de Novo Peptide Sequencing. NIPS 2004
69no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann: Clustering in Computer Vision and Data Analysis. PRIS 2004: 3
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLothar Hermes, Joachim M. Buhmann: Boundary-constrained agglomerative segmentation. IEEE T. Geoscience and Remote Sensing 42(9): 1984-1995 (2004)
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTilman Lange, Volker Roth, Mikio L. Braun, Joachim M. Buhmann: Stability-Based Validation of Clustering Solutions. Neural Computation 16(6): 1299-1323 (2004)
2003
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei-Jun Chen, Joachim M. Buhmann: A New Distance Measure for Probabilistic Shape Modeling. DAGM-Symposium 2003: 507-514
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLothar Hermes, Joachim M. Buhmann: Semi-supervised Image Segmentation by Parametric Distributional Clustering. EMMCVPR 2003: 229-245
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBjörn Ommer, Joachim M. Buhmann: A Compositionally Architecture for Perceptual Feature Grouping. EMMCVPR 2003: 275-290
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Fischer, Volker Roth, Joachim M. Buhmann: Clustering with the Connectivity Kernel. NIPS 2003
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Fischer, Joachim M. Buhmann: Bagging for Path-Based Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 25(11): 1411-1415 (2003)
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVolker Roth, Julian Laub, Motoaki Kawanabe, Joachim M. Buhmann: Optimal Cluster Preserving Embedding of Nonmetric Proximity Data. IEEE Trans. Pattern Anal. Mach. Intell. 25(12): 1540-1551 (2003)
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Fischer, Joachim M. Buhmann: Path-Based Clustering for Grouping of Smooth Curves and Texture Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 25(4): 513-518 (2003)
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLothar Hermes, Joachim M. Buhmann: A minimum entropy approach to adaptive image polygonization. IEEE Transactions on Image Processing 12(10): 1243-1258 (2003)
2002
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Fischer, Joachim M. Buhmann: Data Resampling for Path Based Clustering. DAGM-Symposium 2002: 206-214
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLothar Hermes, Thomas Zöller, Joachim M. Buhmann: Parametric Distributional Clustering for Image Segmentation. ECCV (3) 2002: 577-591
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVolker Roth, Mikio L. Braun, Tilman Lange, Joachim M. Buhmann: Stability-Based Model Order Selection in Clustering with Applications to Gene Expression Data. ICANN 2002: 607-612
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Zöller, Lothar Hermes, Joachim M. Buhmann: Combined Color And Texture Segmentation by Parametric Distributional Clustering. ICPR (2) 2002: 627-630
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTilman Lange, Mikio L. Braun, Volker Roth, Joachim M. Buhmann: Stability-Based Model Selection. NIPS 2002: 617-624
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVolker Roth, Julian Laub, Joachim M. Buhmann, Klaus-Robert Müller: Going Metric: Denoising Pairwise Data. NIPS 2002: 817-824
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZvika Marx, Ido Dagan, Joachim M. Buhmann, Eli Shamir: Coupled Clustering: A Method for Detecting Structural Correspondence. Journal of Machine Learning Research 3: 747-780 (2002)
2001
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLothar Hermes, Joachim M. Buhmann: Contextual Classification by Entropy-Based Polygonization. CVPR (2) 2001: 442-447
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarkus Suing, Lothar Hermes, Joachim M. Buhmann: A New Contour-Based Approach to Object Recognition for Assembly Line Robots. DAGM-Symposium 2001: 329-336
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Fischer, Thomas Zöller, Joachim M. Buhmann: Path Based Pairwise Data Clustering with Application to Texture Segmentation. EMMCVPR 2001: 235-250
48no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBjoern Stenger, Visvanathan Ramesh, Nikos Paragios, Frans Coetzee, Joachim M. Buhmann: Topology Free Hidden Markov Models: Application to Background Modeling. ICCV 2001: 294-301
47no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZvika Marx, Ido Dagan, Joachim M. Buhmann: Coupled Clustering: a Method for Detecting Structural Correspondence. ICML 2001: 353-360
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMikio L. Braun, Joachim M. Buhmann: The Noisy Euclidean Traveling Salesman Problem and Learning. NIPS 2001: 351-358
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZvika Marx, Ido Dagan, Joachim M. Buhmann: Coupled Clustering: a Method for Detecting Structural Correspondence CoRR cs.LG/0107032: (2001)
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYossi Rubner, Jan Puzicha, Carlo Tomasi, Joachim M. Buhmann: Empirical Evaluation of Dissimilarity Measures for Color and Texture. Computer Vision and Image Understanding 84(1): 25-43 (2001)
2000
43no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefan Will, Lothar Hermes, Joachim M. Buhmann, Jan Puzicha: On Learning Optimal Texture Edge Detectors. ICIP 2000
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Thomas Zöller: Active Learning for Hierarchical Pairwise Data Clustering. ICPR 2000: 2186-2189
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLothar Hermes, Joachim M. Buhmann: Feature Selection for Support Vector Machines. ICPR 2000: 2712-2715
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Marcus Held, Jens Ketterer, Joachim M. Buhmann, Dieter W. Fellner: On spatial quantization of color images. IEEE Transactions on Image Processing 9(4): 666-682 (2000)
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Thomas Hofmann, Joachim M. Buhmann: A theory of proximity based clustering: structure detection by optimization. Pattern Recognition 33(4): 617-634 (2000)
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHansjörg Klock, Joachim M. Buhmann: Data visualization by multidimensional scaling: a deterministic annealing approach. Pattern Recognition 33(4): 651-669 (2000)
1999
37no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWolfgang Förstner, Joachim M. Buhmann, Annett Faber, Petko Faber: Mustererkennung 1999, 21. DAGM-Symposium, Bonn, 15.-17. September 1999, Proceedings Springer 1999
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Joachim M. Buhmann, Thomas Hofmann: Histogram Clustering for Unsupervised Image Segmentation. CVPR 1999: 2602-2608
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Yossi Rubner, Carlo Tomasi, Joachim M. Buhmann: Empirical Evaluation of Dissimilarity Measures for Color and Texture. ICCV 1999: 1165-1172
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Marcus Held: Model Selection in Clustering by Uniform Convergence Bounds. NIPS 1999: 216-222
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Joachim M. Buhmann: Multiscale Annealing for Grouping and Unsupervised Texture Segmentation. Computer Vision and Image Understanding 76(3): 213-230 (1999)
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Thomas Hofmann, Joachim M. Buhmann: Histogram clustering for unsupervised segmentation and image retrieval. Pattern Recognition Letters 20(9): 899-909 (1999)
1998
31no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Joachim M. Buhmann, Thomas Hofmann: Discrete Mixture Models for Unsupervised Image Segmentation. DAGM-Symposium 1998: 135-142
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJens Ketterer, Jan Puzicha, Marcus Held, Martin Fischer, Joachim M. Buhmann, Dieter W. Fellner: On Spatial Quantization of Color Images. ECCV (1) 1998: 563-577
29no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Joachim M. Buhmann: Multiscale Annealing for Real-Time Unsupervised Texture Segmentation. ICCV 1998: 267-273
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Held, Jan Puzicha, Joachim M. Buhmann: Visualizing Group Structure. NIPS 1998: 452-458
27no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Jan Puzicha: Unsupervised Learning for Robust Texture Segmentation. Theoretical Foundations of Computer Vision 1998: 195-209
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Dieter W. Fellner, Marcus Held, Jens Ketterer, Jan Puzicha: Dithered Color Quantization. Comput. Graph. Forum 17(3): 219-232 (1998)
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Jan Puzicha, Joachim M. Buhmann: Unsupervised Texture Segmentation in a Deterministic Annealing Framework. IEEE Trans. Pattern Anal. Mach. Intell. 20(8): 803-818 (1998)
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: Competitive learning algorithms for robust vector quantization. IEEE Transactions on Signal Processing 46(6): 1665-1675 (1998)
23no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann: Knowledge-Discovery: Wie können wir Muster und Strukturen in Daten zuverlässig erkennen? KI 12(1): 37 (1998)
1997
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Puzicha, Thomas Hofmann, Joachim M. Buhmann: Non-parametric Similarity Measures for Unsupervised Texture Segmentation and Image Retrieval. CVPR 1997: 267-272
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Jan Puzicha, Joachim M. Buhmann: Deterministic Annealing for Unsupervised Texture Segmentation. EMMCVPR 1997: 213-228
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHansjörg Klock, Joachim M. Buhmann: Multidimensional Scaling by Deterministic Annealing. EMMCVPR 1997: 245-260
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHansjörg Klock, Andreas Polzer, Joachim M. Buhmann: Region-Based Motion Compensated 3D-Wavelet Transform Coding of Video. ICIP (2) 1997: 776-779
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Jan Puzicha, Joachim M. Buhmann: An Optimization Approach to Unsupervised Hierarchical Texture Segmentation. ICIP (3) 1997: 213-216
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndreas Polzer, Hansjörg Klock, Joachim M. Buhmann: Video coding by region-based motion compensation and spatio-temporal wavelet transform. ICIP (3) 1997: 436-439
16no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: Active Data Clustering. NIPS 1997
15no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Held, Joachim M. Buhmann: Unsupervised On-line Learning of Decision Trees for Hierarchical Data Analysis. NIPS 1997
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: Pairwise Data Clustering by Deterministic Annealing. IEEE Trans. Pattern Anal. Mach. Intell. 19(1): 1-14 (1997)
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: Correction to "Pairwise Data Clustering by Deterministic Annealing". IEEE Trans. Pattern Anal. Mach. Intell. 19(2): 192 (1997)
1996
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: An Annealed ``Neural Gas'' Network for Robust Vector Quantization. ICANN 1996: 151-156
11no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: Inferring Hierarchical Clustering Structures by Deterministic Annealing. KDD 1996: 363-366
1995
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Wolfram Burgard, Armin B. Cremers, Dieter Fox, Thomas Hofmann, Frank E. Schneider, Jiannis Strikos, Sebastian Thrun: The Mobile Robot RHINO. AI Magazine 16(2): 31-38 (1995)
9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArmin B. Cremers, Joachim M. Buhmann, Sebastian Thrun: Komplexe lernende Systeme: der mobile Roboter RHINO. KI 9(2): 48-49 (1995)
1994
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas Hofmann, Joachim M. Buhmann: Multidimensional Scaling and Data Clustering. NIPS 1994: 459-466
1993
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Thomas Hofmann: Central and Pairwise Data Clustering by Competitive Neural Networks. NIPS 1993: 104-111
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Martin Lades, Frank H. Eeckman: Illumination-Invariant Face Recognition with a Contrast Sensitive Silicon Retina. NIPS 1993: 769-776
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Lades, Jan C. Vorbrüggen, Joachim M. Buhmann, Jörg Lange, Christoph von der Malsburg, Rolf P. Würtz, Wolfgang Konen: Distortion Invariant Object Recognition in the Dynamic Link Architecture. IEEE Trans. Computers 42(3): 300-311 (1993)
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Hans Kühnel: Vector quantization with complexity costs. IEEE Transactions on Information Theory 39(4): 1133-1145 (1993)
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Hans Kühnel: Complexity Optimized Data Clustering by Competitive Neural Networks. Neural Computation 5(1): 75-88 (1993)
1992
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoachim M. Buhmann, Hans Kühnel: Complexity Optimized Vector Quantization: A Neutral Network Approach. Data Compression Conference 1992: 12-21
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristoph von der Malsburg, Joachim M. Buhmann: Sensory segmentation with coupled neural oscillators. Biological Cybernetics 67(3): 233-242 (1992)

Coauthor Index

1Ruedi Aebersold [114] [126]
2Adriano Aguzzi [117]
3Elias August [145]
4Sacha Baginsky [70] [81] [90]
5Gian-Marco Baschera [148]
6David A. Basin [110] [119] [122] [125] [150]
7Herbert Bay [85]
8Serge J. Belongie (Serge Belongie) [88]
9Samuel Braendle [95]
10Mikio L. Braun [46] [54] [56] [67] [80] [87] [100]
11Kay Henning Brodersen [129] [130] [137] [138] [145]
12Wolfram Burgard [10]
13Alberto Giovanni Busetto [111] [118] [121] [148] [149]
14Ludwig M. Busse [94] [141]
15Morteza Haghir Chehreghani [146] [149]
16Wei-Jun Chen [66]
17Manfred Claassen [114] [126]
18Frans Coetzee [48]
19Armin B. Cremers [9] [10]
20Ido Dagan [45] [47] [52]
21Tomas Dikk [131] [151]
22Gideon Dror [82]
23Frank H. Eeckman [6]
24Wolfgang Einhäuser [107]
25Annett Faber [37]
26Petko Faber [37]
27Dieter W. Fellner [26] [30] [40]
28Vittorio Ferrari [144]
29Bernd Fischer [49] [58] [60] [62] [63] [70] [81] [85] [86] [90] [91] [92] [109] [115]
30Martin Fischer [30]
31Xenofon E. Floros [116]
32Wolfgang Förstner [37]
33Dieter Fox [10]
34Mario Frank [110] [119] [122] [125] [140] [143] [146] [150]
35Thomas J. Fuchs [102] [108] [116] [117] [127] [134] [136] [139]
36Markus H. Gross [148]
37Jonas Grossmann [70] [81] [90]
38Wilhelm Gruissem [70] [81] [90]
39Isabelle Guyon [82]
40Florent Haiss [138]
41Johannes Haybaeck [117]
42Mathias Heikenwalder [117]
43Marcus Held [15] [26] [28] [30] [34] [40]
44Lothar Hermes [41] [43] [50] [51] [55] [57] [59] [65] [68]
45Thomas Hofmann [7] [8] [10] [11] [12] [13] [14] [16] [18] [21] [22] [24] [25] [31] [32] [36] [39]
46Riko Jacob [90]
47Anil K. Jain [71] [78]
48Fabienne Jung [138]
49Motoaki Kawanabe [61]
50Verena Kaynig [109] [127] [136]
51Jens Ketterer [26] [30] [40]
52Severin Klingler [148]
53Hansjörg Klock [17] [19] [20] [38]
54Wolfgang Konen [5]
55Hans Kühnel [2] [3] [4]
56Martin Lades [5] [6]
57Jörg Lange [5]
58Tilman Lange [54] [56] [67] [73] [74] [75] [78] [87] [88] [97] [98] [108]
59Julian Laub [53] [61] [79]
60Martin H. C. Law [71] [78]
61Alexander P. Leff [137]
62Ekaterina I. Lomakina [137]
63Theodor Mader [113]
64Christoph von der Malsburg [1] [5]
65Zvika Marx [45] [47] [52]
66Holger Moch [102] [108] [116] [117]
67Yvonne Moh [103] [105] [107] [120] [132]
68Klaus-Robert Müller [53] [79] [80] [100]
69Björn Ommer [64] [77] [83] [96] [99] [113] [123]
70Cheng Soon Ong [112] [118] [129] [130] [133] [134] [137] [138]
71Peter Orbanz [76] [84] [94] [95] [101] [105]
72Nikos Paragios [48]
73Jean-Philippe Pellet [145]
74Hansruedi Peter [86]
75Patrick Pletscher [112] [133]
76Andreas Polzer [17] [19]
77Jan Puzicha [18] [21] [22] [25] [26] [27] [28] [29] [30] [31] [32] [33] [35] [36] [39] [40] [43] [44]
78Andrew Rabinovich [88]
79Ulrich Ramacher [73]
80Visvanathan Ramesh [48]
81Markus P. Rechsteiner [116]
82Franz F. Roos [70] [90]
83Volker Roth [53] [54] [56] [61] [63] [67] [70] [79] [81] [91] [92] [115] [134]
84Yossi Rubner [35] [44]
85Amir Saffari (Amir Reza Saffari Azar Alamdari) [82]
86Frank E. Schneider [10]
87Thomas M. Schofield [137]
88Peter J. Schüffler [134]
89Eli Shamir [52]
90Christian D. Sigg [104] [131] [151]
91Giatgen Spinas [116]
92Björn Stenger (Bjoern Stenger) [48]
93Klaas E. Stephan (Klaas Enno Stephan) [129] [130] [137] [138]
94Andreas P. Streich [106] [119] [122] [150]
95Jiannis Strikos [10]
96Markus Suing [50]
97Sebastian Thrun [9] [10]
98Marc Tittgemeyer [138]
99Carlo Tomasi [35] [44]
100Alexander P. Topchy [71]
101Alexander Vezhnevets [135] [144] [147]
102Jan C. Vorbrüggen [5]
103Bruno Weber [138]
104Peter Wey [85]
105Peter Widmayer [70] [90]
106Peter J. Wild [102] [108] [117]
107Stefan Will [43]
108Rolf P. Würtz [5]
109Judith Zimmermann [145]
110Thomas Zöller [42] [49] [55] [57] [72] [89]

Colors in the list of coauthors

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