Search results for "Joachim M. Buhmann"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Morteza Haghir Chehreghani, Alberto Giovanni Busetto, Joachim M. Buhmann	Information Theoretic Model Validation for Spectral Clustering.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Mario Frank, Andreas P. Streich, David A. Basin, Joachim M. Buhmann	Multi-Assignment Clustering for Boolean Data.	Journal of Machine Learning Research	2012	DBLP BibTeX RDF
1	Christian D. Sigg, Tomas Dikk, Joachim M. Buhmann	Speech Enhancement Using Generative Dictionary Learning.	IEEE Transactions on Audio, Speech & Language Processing	2012	DBLP DOI BibTeX RDF
1	Joachim M. Buhmann	Context Sensitive Information: Model Validation by Information Theory.	ICPRAM	2012	DBLP BibTeX RDF
1	Thomas J. Fuchs, Joachim M. Buhmann	Computational pathology: Challenges and promises for tissue analysis.	Comp. Med. Imag. and Graph.	2011	DBLP DOI BibTeX RDF
1	Kay 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	2011	DBLP DOI BibTeX RDF
1	Kay 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	2011	DBLP DOI BibTeX RDF
1	Mario Frank, Joachim M. Buhmann	Selecting the rank of SVD by Maximum Approximation Capacity	CoRR	2011	DBLP BibTeX RDF
1	Mario Frank, Morteza Haghir Chehreghani, Joachim M. Buhmann	The Minimum Transfer Cost Principle for Model-Order Selection.	ECML/PKDD	2011	DBLP DOI BibTeX RDF
1	Ludwig M. Busse, Joachim M. Buhmann	Model-Based Clustering of Inhomogeneous Paired Comparison Data.	SIMBAD	2011	DBLP DOI BibTeX RDF
1	Joachim M. Buhmann	Context Sensitive Information: Model Validation by Information Theory.	MCPR	2011	DBLP DOI BibTeX RDF
1	Alexander Vezhnevets, Vittorio Ferrari, Joachim M. Buhmann	Weakly supervised semantic segmentation with a multi-image model.	ICCV	2011	DBLP DOI BibTeX RDF
1	Alexander Vezhnevets, Joachim M. Buhmann	Agnostic Domain Adaptation.	DAGM-Symposium	2011	DBLP DOI BibTeX RDF
1	Mario Frank, Joachim M. Buhmann	Selecting the rank of truncated SVD by maximum approximation capacity.	ISIT	2011	DBLP DOI BibTeX RDF
1	Gian-Marco Baschera, Alberto Giovanni Busetto, Severin Klingler, Joachim M. Buhmann, Markus H. Gross	Modeling Engagement Dynamics in Spelling Learning.	AIED	2011	DBLP DOI BibTeX RDF
1	Judith Zimmermann, Kay Henning Brodersen, Jean-Philippe Pellet, Elias August, Joachim M. Buhmann	Predicting Graduate-level Performance from Undergraduate Achievements.	EDM	2011	DBLP BibTeX RDF
1	Björn Ommer, Joachim M. Buhmann	Learning the Compositional Nature of Visual Object Categories for Recognition.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	object recognition, graphical models, compositionality, visual learning, Image categorization
1	Joachim M. Buhmann	Information theoretic model validation for clustering	CoRR	2010	DBLP BibTeX RDF
1	Patrick Pletscher, Cheng Soon Ong, Joachim M. Buhmann	Entropy and Margin Maximization for Structured Output Learning.	ECML/PKDD	2010	DBLP DOI BibTeX RDF
1	Christian D. Sigg, Tomas Dikk, Joachim M. Buhmann	Speech enhancement with sparse coding in learned dictionaries.	ICASSP	2010	DBLP DOI BibTeX RDF
1	Yvonne Moh, Joachim M. Buhmann	Regularized online learning of pseudometrics.	ICASSP	2010	DBLP DOI BibTeX RDF
1	Kay Henning Brodersen, Cheng Soon Ong, Klaas Enno Stephan, Joachim M. Buhmann	The Binormal Assumption on Precision-Recall Curves.	ICPR	2010	DBLP DOI BibTeX RDF
1	Kay Henning Brodersen, Cheng Soon Ong, Klaas Enno Stephan, Joachim M. Buhmann	The Balanced Accuracy and Its Posterior Distribution.	ICPR	2010	DBLP DOI BibTeX RDF
1	Peter 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	DBLP DOI BibTeX RDF
1	Joachim M. Buhmann	Information theoretic model validation for clustering.	ISIT	2010	DBLP DOI BibTeX RDF
1	Alexander Vezhnevets, Joachim M. Buhmann	Towards weakly supervised semantic segmentation by means of multiple instance and multitask learning.	CVPR	2010	DBLP DOI BibTeX RDF
1	Verena Kaynig, Thomas J. Fuchs, Joachim M. Buhmann	Neuron geometry extraction by perceptual grouping in ssTEM images.	CVPR	2010	DBLP DOI BibTeX RDF
1	Mario Frank, Joachim M. Buhmann, David A. Basin	On the definition of role mining.	SACMAT	2010	DBLP DOI BibTeX RDF	RBAC, role engineering, role mining
1	Verena Kaynig, Thomas J. Fuchs, Joachim M. Buhmann	Geometrical Consistent 3D Tracing of Neuronal Processes in ssTEM Data.	MICCAI	2010	DBLP DOI BibTeX RDF
1	Manfred Claassen, Ruedi Aebersold, Joachim M. Buhmann	Proteome Coverage Prediction for Integrated Proteomics Datasets.	RECOMB	2010	DBLP DOI BibTeX RDF
1	Bernd Fischer, Volker Roth, Joachim M. Buhmann	Adaptive bandwidth selection for biomarker discovery in mass spectrometry.	Artificial Intelligence in Medicine	2009	DBLP DOI BibTeX RDF
1	Manfred Claassen, Ruedi Aebersold, Joachim M. Buhmann	Proteome coverage prediction with infinite Markov models.	Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Patrick Pletscher, Cheng Soon Ong, Joachim M. Buhmann	Spanning Tree Approximations for Conditional Random Fields.	Journal of Machine Learning Research - Proceedings Track	2009	DBLP BibTeX RDF
1	Alberto Giovanni Busetto, Joachim M. Buhmann	Structure Identification by Optimized Interventions.	Journal of Machine Learning Research - Proceedings Track	2009	DBLP BibTeX RDF
1	Björn Ommer, Theodor Mader, Joachim M. Buhmann	Seeing the Objects Behind the Dots: Recognition in Videos from a Moving Camera.	International Journal of Computer Vision	2009	DBLP DOI BibTeX RDF	Segmentation, Object recognition, Tracking, Video analysis, Compositionality, Visual learning
1	Yvonne Moh, Joachim M. Buhmann	Manifold regularization for semi-supervised sequential learning.	ICASSP	2009	DBLP DOI BibTeX RDF
1	Alberto Giovanni Busetto, Joachim M. Buhmann	Stable Bayesian Parameter Estimation for Biological Dynamical Systems.	CSE	2009	DBLP DOI BibTeX RDF
1	Thomas 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	2009	DBLP DOI BibTeX RDF
1	Alberto Giovanni Busetto, Cheng Soon Ong, Joachim M. Buhmann	Optimized expected information gain for nonlinear dynamical systems.	ICML	2009	DBLP DOI BibTeX RDF
1	Andreas P. Streich, Mario Frank, David A. Basin, Joachim M. Buhmann	Multi-assignment clustering for Boolean data.	ICML	2009	DBLP DOI BibTeX RDF
1	Xenofon 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	2009	DBLP DOI BibTeX RDF
1	Mario 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	DBLP DOI BibTeX RDF	business meaning, hybrid role mining, machine learning, role mining, rbac
1	Mikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller	On Relevant Dimensions in Kernel Feature Spaces.	Journal of Machine Learning Research	2008	DBLP DOI BibTeX RDF
1	Peter Orbanz, Joachim M. Buhmann	Nonparametric Bayesian Image Segmentation.	International Journal of Computer Vision	2008	DBLP DOI BibTeX RDF	Nonparametric Bayesian methods, Dirichlet process mixtures, Clustering, Image segmentation, Markov random fields, Markov chain Monte Carlo, Spatial statistics
1	Andreas P. Streich, Joachim M. Buhmann	Classification of Multi-labeled Data: A Generative Approach.	ECML/PKDD	2008	DBLP DOI BibTeX RDF
1	Yvonne Moh, Joachim M. Buhmann	Kernel Expansion for Online Preference Tracking.	ISMIR	2008	DBLP BibTeX RDF
1	Yvonne Moh, Peter Orbanz, Joachim M. Buhmann	Music preference learning with partial information.	ICASSP	2008	DBLP DOI BibTeX RDF
1	Yvonne Moh, Wolfgang Einhäuser, Joachim M. Buhmann	Automatic Detection of Learnability under Unreliable and Sparse User Feedback.	DAGM-Symposium	2008	DBLP DOI BibTeX RDF
1	Thomas 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	DBLP DOI BibTeX RDF
1	Christian D. Sigg, Joachim M. Buhmann	Expectation-maximization for sparse and non-negative PCA.	ICML	2008	DBLP DOI BibTeX RDF
1	Verena Kaynig, Bernd Fischer, Joachim M. Buhmann	Probabilistic image registration and anomaly detection by nonlinear warping.	CVPR	2008	DBLP DOI BibTeX RDF
1	Thomas 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	2008	DBLP DOI BibTeX RDF
1	Mario Frank, David A. Basin, Joachim M. Buhmann	A class of probabilistic models for role engineering.	ACM Conference on Computer and Communications Security	2008	DBLP DOI BibTeX RDF	clustering, machine learning, RBAC, role mining
1	Bernd Fischer, Volker Roth, Joachim M. Buhmann	Time-series alignment by non-negative multiple generalized canonical correlation analysis.	BMC Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Thomas Zöller, Joachim M. Buhmann	Robust Image Segmentation Using Resampling and Shape Constraints.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	learning, Segmentation, generalization, mixture models, shape analysis, resampling
1	Franz 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	2007	DBLP DOI BibTeX RDF
1	Peter Orbanz, Samuel Braendle, Joachim M. Buhmann	Bayesian Order-Adaptive Clustering for Video Segmentation.	EMMCVPR	2007	DBLP DOI BibTeX RDF
1	Björn Ommer, Joachim M. Buhmann	Compositional Object Recognition, Segmentation, and Tracking in Video.	EMMCVPR	2007	DBLP DOI BibTeX RDF
1	Tilman Lange, Joachim M. Buhmann	Kernel-Based Grouping of Histogram Data.	ECML	2007	DBLP DOI BibTeX RDF
1	Tilman Lange, Joachim M. Buhmann	Regularized Data Fusion Improves Image Segmentation.	DAGM-Symposium	2007	DBLP DOI BibTeX RDF
1	Bernd Fischer, Volker Roth, Joachim M. Buhmann	Time-Series Alignment by Non-negative Multiple Generalized Canonical Correlation Analysis.	WILF	2007	DBLP DOI BibTeX RDF	Time Series Alignment, Proteomics, Canonical Correlation Analysis
1	Ludwig M. Busse, Peter Orbanz, Joachim M. Buhmann	Cluster analysis of heterogeneous rank data.	ICML	2007	DBLP DOI BibTeX RDF
1	Björn Ommer, Joachim M. Buhmann	Learning the Compositional Nature of Visual Objects.	CVPR	2007	DBLP DOI BibTeX RDF
1	Joachim M. Buhmann	Complex Statistical Models for Object Recognition and Mass Spectrometry.	PRIS	2007	DBLP BibTeX RDF
1	Julian Laub, Volker Roth, Joachim M. Buhmann, Klaus-Robert Müller	On the information and representation of non-Euclidean pairwise data.	Pattern Recognition	2006	DBLP DOI BibTeX RDF
1	Mikio L. Braun, Tilman Lange, Joachim M. Buhmann	Model Selection in Kernel Methods Based on a Spectral Analysis of Label Information.	DAGM-Symposium	2006	DBLP DOI BibTeX RDF
1	Hansruedi Peter, Bernd Fischer, Joachim M. Buhmann	Probabilistic De Novo Peptide Sequencing with Doubly Charged Ions.	DAGM-Symposium	2006	DBLP DOI BibTeX RDF
1	Peter Wey, Bernd Fischer, Herbert Bay, Joachim M. Buhmann	Dense Stereo by Triangular Meshing and Cross Validation.	DAGM-Symposium	2006	DBLP DOI BibTeX RDF
1	Peter Orbanz, Joachim M. Buhmann	Smooth Image Segmentation by Nonparametric Bayesian Inference.	ECCV	2006	DBLP DOI BibTeX RDF
1	Björn Ommer, Joachim M. Buhmann	Learning Compositional Categorization Models.	ECCV	2006	DBLP DOI BibTeX RDF
1	Bernd 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	DBLP DOI BibTeX RDF
1	Andrew Rabinovich, Serge Belongie, Tilman Lange, Joachim M. Buhmann	Model Order Selection and Cue Combination for Image Segmentation.	CVPR	2006	DBLP DOI BibTeX RDF
1	Isabelle Guyon, Amir Reza Saffari Azar Alamdari, Gideon Dror, Joachim M. Buhmann	PerformancePrediction Challenge.	IJCNN	2006	DBLP DOI BibTeX RDF
1	Mikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller	Denoising and Dimension Reduction in Feature Space.	NIPS	2006	DBLP BibTeX RDF
1	Joachim M. Buhmann, Tilman Lange, Ulrich Ramacher	Image Segmentation by Networks of Spiking Neurons.	Neural Computation	2005	DBLP DOI BibTeX RDF
1	Björn Ommer, Joachim M. Buhmann	Object Categorization by Compositional Graphical Models.	EMMCVPR	2005	DBLP DOI BibTeX RDF
1	Peter Orbanz, Joachim M. Buhmann	SAR images as mixtures of Gaussian mixtures.	ICIP	2005	DBLP DOI BibTeX RDF
1	Tilman Lange, Martin H. C. Law, Anil K. Jain, Joachim M. Buhmann	Learning with Constrained and Unlabelled Data.	CVPR	2005	DBLP DOI BibTeX RDF
1	Tilman Lange, Joachim M. Buhmann	Fusion of Similarity Data in Clustering.	NIPS	2005	DBLP BibTeX RDF
1	Tilman Lange, Joachim M. Buhmann	Combining partitions by probabilistic label aggregation.	KDD	2005	DBLP DOI BibTeX RDF	consensus partition, re-sampling, clustering
1	Lothar Hermes, Joachim M. Buhmann	Boundary-constrained agglomerative segmentation.	IEEE T. Geoscience and Remote Sensing	2004	DBLP DOI BibTeX RDF
1	Tilman Lange, Volker Roth, Mikio L. Braun, Joachim M. Buhmann	Stability-Based Validation of Clustering Solutions.	Neural Computation	2004	DBLP DOI BibTeX RDF
1	Anil K. Jain, Alexander P. Topchy, Martin H. C. Law, Joachim M. Buhmann	Landscape of Clustering Algorithms.	ICPR	2004	DBLP DOI BibTeX RDF
1	Thomas Zöller, Joachim M. Buhmann	Shape Constrained Image Segmentation by Parametric Distributional Clustering.	CVPR	2004	DBLP DOI BibTeX RDF
1	Joachim M. Buhmann	Clustering in Computer Vision and Data Analysis.	PRIS	2004	DBLP BibTeX RDF
1	Bernd 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	DBLP BibTeX RDF
1	Bernd Fischer, Joachim M. Buhmann	Path-Based Clustering for Grouping of Smooth Curves and Texture Segmentation.	IEEE Trans. Pattern Anal. Mach. Intell.	2003	DBLP DOI BibTeX RDF	Clustering, perceptual grouping, texture segmentation, resampling
1	Bernd Fischer, Joachim M. Buhmann	Bagging for Path-Based Clustering.	IEEE Trans. Pattern Anal. Mach. Intell.	2003	DBLP DOI BibTeX RDF	Clustering, resampling, color segmentation
1	Volker Roth, Julian Laub, Motoaki Kawanabe, Joachim M. Buhmann	Optimal Cluster Preserving Embedding of Nonmetric Proximity Data.	IEEE Trans. Pattern Anal. Mach. Intell.	2003	DBLP DOI BibTeX RDF	pairwise proximity data, Clustering, embedding, cost function, MDS
1	Lothar Hermes, Joachim M. Buhmann	A minimum entropy approach to adaptive image polygonization.	IEEE Transactions on Image Processing	2003	DBLP DOI BibTeX RDF
1	Björn Ommer, Joachim M. Buhmann	A Compositionally Architecture for Perceptual Feature Grouping.	EMMCVPR	2003	DBLP DOI BibTeX RDF
1	Lothar Hermes, Joachim M. Buhmann	Semi-supervised Image Segmentation by Parametric Distributional Clustering.	EMMCVPR	2003	DBLP DOI BibTeX RDF	image segmentation, semi-supervised learning, distributional clustering
1	Wei-Jun Chen, Joachim M. Buhmann	A New Distance Measure for Probabilistic Shape Modeling.	DAGM-Symposium	2003	DBLP DOI BibTeX RDF
1	Bernd Fischer, Volker Roth, Joachim M. Buhmann	Clustering with the Connectivity Kernel.	NIPS	2003	DBLP BibTeX RDF
1	Zvika Marx, Ido Dagan, Joachim M. Buhmann, Eli Shamir	Coupled Clustering: A Method for Detecting Structural Correspondence.	Journal of Machine Learning Research	2002	DBLP BibTeX RDF
1	Thomas Zöller, Lothar Hermes, Joachim M. Buhmann	Combined Color And Texture Segmentation by Parametric Distributional Clustering.	ICPR	2002	DBLP DOI BibTeX RDF
1	Volker Roth, Mikio L. Braun, Tilman Lange, Joachim M. Buhmann	Stability-Based Model Order Selection in Clustering with Applications to Gene Expression Data.	ICANN	2002	DBLP DOI BibTeX RDF
1	Bernd Fischer, Joachim M. Buhmann	Data Resampling for Path Based Clustering.	DAGM-Symposium	2002	DBLP DOI BibTeX RDF	clustering, image segmentation, resampling
1	Lothar Hermes, Thomas Zöller, Joachim M. Buhmann	Parametric Distributional Clustering for Image Segmentation.	ECCV	2002	DBLP DOI BibTeX RDF	Clustering, Image Segmentation, Information Theory, Maximum Likelihood
1	Volker Roth, Julian Laub, Joachim M. Buhmann, Klaus-Robert Müller	Going Metric: Denoising Pairwise Data.	NIPS	2002	DBLP BibTeX RDF

Publications of "Joachim M. Buhmann" ( http://dblp.L3S.de/Authors/Joachim_M._Buhmann )