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1

Nonparametric Bayesian Image Segmentation

Peter Orbanz, Joachim M. Buhmann

Journal:

International Journal of Computer Vision

Year:

2008

Language:

english

File:

PDF, 1.08 MB

english, 2008

2

Seeing the Objects Behind the Dots: Recognition in Videos from

Björn Ommer, Theodor Mader, Joachim M. Buhmann

Journal:

International Journal of Computer Vision

Year:

2009

Language:

english

File:

PDF, 5.23 MB

english, 2009

3

Computational pathology: Challenges and promises for tissue analysis

Thomas J. Fuchs, Joachim M. Buhmann

Journal:

Computerized Medical Imaging and Graphics

Year:

2011

Language:

english

File:

PDF, 2.28 MB

english, 2011

4

Decoding the perception of pain from fMRI using multivariate pattern analysis

Kay H. Brodersen, Katja Wiech, Ekaterina I. Lomakina, Chia-shu Lin, Joachim M. Buhmann, Ulrike Bingel, Markus Ploner, Klaas Enno Stephan, Irene Tracey

Journal:

Year:

2012

Language:

english

File:

PDF, 680 KB

english, 2012

5

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - The Balanced Accuracy and Its Posterior Distribution

Brodersen, Kay Henning, Ong, Cheng Soon, Stephan, Klaas Enno, Buhmann, Joachim M.

Year:

2010

Language:

english

File:

PDF, 572 KB

english, 2010

6

Asymptotic analysis of estimators on multi-label data

Streich, Andreas P., Buhmann, Joachim M.

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 819 KB

english, 2015

7

Image Segmentation by Networks of Spiking Neurons

Buhmann, Joachim M., Lange, Tilman, Ramacher, Ulrich

Journal:

Neural Computation

Year:

2005

Language:

english

File:

PDF, 2.30 MB

english, 2005

8

[ACM Press the 15th ACM conference - Alexandria, Virginia, USA (2008.10.27-2008.10.31)] Proceedings of the 15th ACM conference on Computer and communications security - CCS '08 - A class of probabilistic models for role engineering

Frank, Mario, Basin, David, Buhmann, Joachim M.

Year:

2008

Language:

english

File:

PDF, 629 KB

english, 2008

9

[IEEE 2007 IEEE International Symposium on Circuits and Systems - New Orleans, LA, USA (2007.05.27-2007.05.30)] 2007 IEEE International Symposium on Circuits and Systems - A Continuous-Time Field Programmable Analog Array Using Parasitic Capacitance Gm-C Filters

Henrici, Fabian, Becker, Joachim, Buhmann, Alexander, Ortmanns, Maurits, Manoli, Yiannos

Year:

2007

Language:

english

File:

PDF, 1.41 MB

english, 2007

10

Is There An Association Between Pain and Magnetic Resonance Imaging Parameters in Patients with Lumbar Spinal Stenosis?

Burgstaller, Jakob M., Schüffler, Peter J., Buhmann, Joachim M., Andreisek, Gustav, Winklhofer, Sebastian, Del Grande, Filippo, Mattle, Michèle, Brunner, Florian, Karakoumis, Georgios, Steurer, Johann

Journal:

Year:

2016

Language:

english

File:

PDF, 851 KB

english, 2016

11

Glaucoma Detection Using Entropy Sampling And Ensemble Learning For Automatic Optic Cup And Disc Segmentation

Zilly, Julian, Buhmann, Joachim M., Mahapatra, Dwarikanath

Journal:

Computerized Medical Imaging and Graphics

Year:

2016

Language:

english

File:

PDF, 3.77 MB

english, 2016

12

Validity of GRE General Test scores and TOEFL scores for graduate admission to a technical university in Western Europe

Zimmermann, Judith, von Davier, Alina A., Buhmann, Joachim M., Heinimann, Hans R.

Journal:

European Journal of Engineering Education

Year:

2017

Language:

english

File:

PDF, 2.27 MB

english, 2017

13

Wheel Defect Detection With Machine Learning

Krummenacher, Gabriel, Ong, Cheng Soon, Koller, Stefan, Kobayashi, Seijin, Buhmann, Joachim M.

Journal:

IEEE Transactions on Intelligent Transportation Systems

Year:

2017

Language:

english

File:

PDF, 2.65 MB

english, 2017

14

[IEEE 2018 IEEE Conference on Visual Analytics Science and Technology (VAST) - Berlin, Germany (2018.10.21-2018.10.26)] 2018 IEEE Conference on Visual Analytics Science and Technology (VAST) - VIS Capstone Address : Can I believe what I see?-Information theoretic algorithm validation

Buhmann, Joachim M.

Year:

2018

Language:

english

File:

PDF, 1.07 MB

english, 2018

15

Multiscale Annealing for Grouping and Unsupervised Texture Segmentation

Jan Puzicha, Joachim M. Buhmann

Journal:

Computer Vision and Image Understanding

Year:

1999

Language:

english

File:

PDF, 669 KB

english, 1999

16

Empirical Evaluation of Dissimilarity Measures for Color and Texture

Yossi Rubner, Jan Puzicha, Carlo Tomasi, Joachim M Buhmann

Journal:

Computer Vision and Image Understanding

Year:

2001

Language:

english

File:

PDF, 382 KB

english, 2001

17

A theory of proximity based clustering: structure detection by optimization

Jan Puzicha, Thomas Hofmann, Joachim M. Buhmann

Journal:

Pattern Recognition

Year:

2000

Language:

english

File:

PDF, 822 KB

english, 2000

18

Data visualization by multidimensional scaling: a deterministic annealing approach

Hansjörg Klock, Joachim M. Buhmann

Journal:

Pattern Recognition

Year:

2000

Language:

english

File:

PDF, 1.32 MB

english, 2000

19

Histogram clustering for unsupervised segmentation and image retrieval

Jan Puzicha, Thomas Hofmann, Joachim M. Buhmann

Journal:

Pattern Recognition Letters

Year:

1999

Language:

english

File:

PDF, 1.70 MB

english, 1999

20

A workflow to increase the detection rate of proteins from unsequenced organisms in high-throughput proteomics experiments

Jonas Grossmann, Bernd Fischer, Katja Baerenfaller, Judith Owiti, Joachim M. Buhmann, Wilhelm Gruissem, Sacha Baginsky

Journal:

Year:

2007

Language:

english

File:

PDF, 447 KB

english, 2007

21

Sensory segmentation with coupled neural oscillators

Christoph von der Malsburg, Joachim Buhmann

Journal:

Biological Cybernetics

Year:

1992

Language:

english

File:

PDF, 1.16 MB

english, 1992

22

On the information and representation of non-Euclidean pairwise data

Julian Laub, Volker Roth, Joachim M. Buhmann, Klaus-Robert Müller

Journal:

Pattern Recognition

Year:

2006

Language:

english

File:

PDF, 1.17 MB

english, 2006

23

NovoHMM: A Hidden Markov Model for de Novo Peptide Sequencing

Fischer, Bernd, Roth, Volker, Roos, Franz, Grossmann, Jonas, Baginsky, Sacha, Widmayer, Peter, Gruissem, Wilhelm, Buhmann, Joachim M.

Journal:

Analytical Chemistry

Year:

2005

Language:

english

File:

PDF, 143 KB

english, 2005

24

A high-throughput metabolomics method to predict high concentration cytotoxicity of drugs from low concentration profiles

Heux, Stéphanie, Fuchs, Thomas J., Buhmann, Joachim, Zamboni, Nicola, Sauer, Uwe

Journal:

Year:

2012

Language:

english

File:

PDF, 982 KB

english, 2012

25

Adaptive bandwidth selection for biomarker discovery in mass spectrometry

Bernd Fischer, Volker Roth, Joachim M. Buhmann

Journal:

Artificial Intelligence in Medicine

Year:

2009

Language:

english

File:

PDF, 1012 KB

english, 2009

26

Infinite mixture-of-experts model for sparse survival regression with application to breast cancer

Sudhir Raman, Thomas J Fuchs, Peter J Wild, Edgar Dahl, Joachim M Buhmann, Volker Roth

Journal:

BMC Bioinformatics

Year:

2010

Language:

english

File:

PDF, 636 KB

english, 2010

27

Time-series alignment by non-negative multiple generalized canonical correlation analysis

Bernd Fischer, Volker Roth, Joachim M Buhmann

Journal:

BMC Bioinformatics

Year:

2007

Language:

english

File:

PDF, 303 KB

english, 2007

28

Fully automatic stitching and distortion correction of transmission electron microscope images

Verena Kaynig, Bernd Fischer, Elisabeth Müller, Joachim M. Buhmann

Journal:

Journal of Structural Biology

Year:

2010

Language:

english

File:

PDF, 1.30 MB

english, 2010

29

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - The Binormal Assumption on Precision-Recall Curves

Brodersen, Kay Henning, Ong, Cheng Soon, Stephan, Klaas Enno, Buhmann, Joachim M.

Year:

2010

Language:

english

File:

PDF, 665 KB

english, 2010

30

Model-based feature construction for multivariate decoding

Kay H. Brodersen, Florent Haiss, Cheng Soon Ong, Fabienne Jung, Marc Tittgemeyer, Joachim M. Buhmann, Bruno Weber, Klaas E. Stephan

Journal:

Year:

2011

Language:

english

File:

PDF, 1.48 MB

english, 2011

31

[IEEE 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - San Francisco, CA, USA (2010.06.13-2010.06.18)] 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Neuron geometry extraction by perceptual grouping in ssTEM images

Kaynig, Verena, Fuchs, Thomas, Buhmann, Joachim M.

Year:

2010

Language:

english

File:

PDF, 2.31 MB

english, 2010

32

Unsupervised modeling of cell morphology dynamics for time-lapse microscopy

Zhong, Qing, Busetto, Alberto Giovanni, Fededa, Juan P, Buhmann, Joachim M, Gerlich, Daniel W

Journal:

Year:

2012

Language:

english

File:

PDF, 1.02 MB

english, 2012

33

Highly multiplexed imaging of tumor tissues with subcellular resolution by mass cytometry

Giesen, Charlotte, Wang, Hao A O, Schapiro, Denis, Zivanovic, Nevena, Jacobs, Andrea, Hattendorf, Bodo, Schüffler, Peter J, Grolimund, Daniel, Buhmann, Joachim M, Brandt, Simone, Varga, Zsuzsanna, Wil

Journal:

Year:

2014

Language:

english

File:

PDF, 1.99 MB

english, 2014

34

Dissecting psychiatric spectrum disorders by generative embedding

Brodersen, Kay H., Deserno, Lorenz, Schlagenhauf, Florian, Lin, Zhihao, Penny, Will D., Buhmann, Joachim M., Stephan, Klaas E.

Journal:

NeuroImage: Clinical

Year:

2014

Language:

english

File:

PDF, 712 KB

english, 2014

35

Variational Bayesian mixed-effects inference for classification studies

Brodersen, Kay H., Daunizeau, Jean, Mathys, Christoph, Chumbley, Justin R., Buhmann, Joachim M., Stephan, Klaas E.

Journal:

Year:

2013

Language:

english

File:

PDF, 1.48 MB

english, 2013

36

A Supervised Learning Approach for Crohn's Disease Detection Using Higher-Order Image Statistics and a Novel Shape Asymmetry Measure

Mahapatra, Dwarikanath, Schueffler, Peter, Tielbeek, Jeroen A. W., Buhmann, Joachim M., Vos, Franciscus M.

Journal:

Journal of Digital Imaging

Year:

2013

Language:

english

File:

PDF, 728 KB

english, 2013

37

[IEEE 2011 IEEE International Conference on Computer Vision (ICCV) - Barcelona, Spain (2011.11.6-2011.11.13)] 2011 International Conference on Computer Vision - Weakly supervised semantic segmentation with a multi-image model

Vezhnevets, Alexander, Ferrari, Vittorio, Buhmann, Joachim M.

Year:

2011

Language:

english

File:

PDF, 5.13 MB

english, 2011

38

Automatic Detection and Segmentation of Crohn's Disease Tissues From Abdominal MRI

Mahapatra, Dwarikanath, Schuffler, Peter J., Tielbeek, Jeroen A. W., Makanyanga, Jesica C., Stoker, Jaap, Taylor, Stuart A., Vos, Franciscus M., Buhmann, Joachim M.

Journal:

IEEE Transactions on Medical Imaging

Year:

2013

Language:

english

File:

PDF, 2.50 MB

english, 2013

39

[IEEE 2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI 2013) - San Francisco, CA, USA (2013.04.7-2013.04.11)] 2013 IEEE 10th International Symposium on Biomedical Imaging - Crohn's disease tissue segmentation from abdominal MRI using semantic information and graph cuts

Mahapatra, Dwarikanath, Schuffler, Peter J., Tielbeek, Jeroen A.W., Vos, Franciscus M., Buhmann, Joachim M.

Year:

2013

Language:

english

File:

PDF, 538 KB

english, 2013

40

Prostate MRI Segmentation Using Learned Semantic Knowledge and Graph Cuts

Mahapatra, Dwarikanath, Buhmann, Joachim M.

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2014

Language:

english

File:

PDF, 1.01 MB

english, 2014

41

[IEEE 2014 IEEE International Symposium on Information Theory (ISIT) - Honolulu, HI, USA (2014.6.29-2014.7.4)] 2014 IEEE International Symposium on Information Theory - Sparse feature selection by information theory

Zhou, Guangyao, Geman, Stuart, Buhmann, Joachim M.

Year:

2014

Language:

english

File:

PDF, 496 KB

english, 2014

42

[IEEE 11th International Database Engineering and Applications Symposium (IDEAS 2007) - Banff, AB, Canada (2007.09.6-2007.09.8)] 11th International Database Engineering and Applications Symposium (IDEAS 2007) - Examining the Performance of a Constraint-Based Database Cache

Buhmann, Andreas, Klein, Joachim

Year:

2007

Language:

english

File:

PDF, 125 KB

english, 2007

43

[IEEE 2007 IEEE Workshop on Machine Learning for Signal Processing - Thessaloniki, Greece (2007.08.27-2007.08.29)] 2007 IEEE Workshop on Machine Learning for Signal Processing - Nonnegative CCA for Audiovisual Source Separation

Sigg, Christian, Fischer, Bernd, Ommer, Bjorn, Roth, Volker, Buhmann, Joachim

Year:

2007

Language:

english

File:

PDF, 2.05 MB

english, 2007

44

[IEEE 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI 2014) - Beijing, China (2014.4.29-2014.5.2)] 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI) - Active learning based segmentation of Crohn's disease using principles of visual saliency

Mahapatra, Dwarikanath, Schuffler, Peter J., Tielbeek, Jeroen A.W., Makanyanga, Jesica C., Stoker, Jaap, Taylor, Stuart A., Vos, Franciscus M., Buhmann, Joachim M.

Year:

2014

Language:

english

File:

PDF, 760 KB

english, 2014

45

[ACM Press Proceeding of the 15th ACM symposium - Pittsburgh, Pennsylvania, USA (2010.06.09-2010.06.11)] Proceeding of the 15th ACM symposium on Access control models and technologies - SACMAT '10 - On the definition of role mining

Frank, Mario, Buhmann, Joachim M., Basin, David

Year:

2010

Language:

english

File:

PDF, 473 KB

english, 2010

46

Oscillations and low firing rates in associative memory neural networks

Buhmann, Joachim

Journal:

Physical Review A

Year:

1989

Language:

english

File:

PDF, 145 KB

english, 1989

47

[IEEE 2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI 2013) - San Francisco, CA, USA (2013.04.7-2013.04.11)] 2013 IEEE 10th International Symposium on Biomedical Imaging - Weakly supervised semantic segmentation of Crohn's disease tissues from abdominal MRI

Mahapatra, Dwarikanath, Vezhnevets, Alexander, Schuffler, Peter J., Tielbeek, Jeroen A.W., Vos, Franciscus M., Buhmann, Joachim M.

Year:

2013

Language:

english

File:

PDF, 372 KB

english, 2013

48

[IEEE 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops - Kyoto, Japan (2009.09.27-2009.10.4)] 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops - Inter-active learning of randomized tree ensembles for object detection

Fuchs, Thomas J., Buhmann, Joachim M.

Year:

2009

Language:

english

File:

PDF, 1.30 MB

english, 2009

49

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Regularized online learning of pseudometrics

Moh, Yvonne, Buhmann, Joachim M.

Year:

2010

Language:

english

File:

PDF, 128 KB

english, 2010

50

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Music preference learning with partial information

Moh, Yvonne, Orbanz, Peter, Buhmann, Joachim M.

Year:

2008

Language:

english

File:

PDF, 274 KB

english, 2008