Information Science and Engineering Lab

We perform teaching and research in machine learning strategies for the pattern analysis of various kinds of data. This comprises statistical models for clustering, graphical models for network inference and algorithmic methods to efficiently find these structures in the data.

Contact Info
CAB F 61.1
Universitaetstrasse 6,
8092 Zurich
Schweiz

+41 44 632 64 96

Learn More

Follow Us

Information Science and Engineering Lab

We perform teaching and research in machine learning strategies for the pattern analysis of various kinds of data. This comprises statistical models for clustering, graphical models for network inference and algorithmic methods to efficiently find these structures in the data.

Contact Info
CAB F 61.1
Universitaetstrasse 6,
8092 Zurich
Schweiz

+41 44 632 64 96

Learn More

Follow Us

Publications - page 23

2005 Presentation

Lernende Maschinen und die Suche nach künstlicher Intelligenz

Joachim M. Buhmann,

Einführungsvorlesung ETH Zürich, 2005

DOI: 10.3929/ethz-a-004962508      Research Collection

Digital Versatile Disc Dvd (dokumententyp) Vorlesungen + Vorträge (dokumententyp) Digital Versatile Disc Dvd (document Types) Lectures (document Types)
2005 Journal Article

Lernende Maschinen und die Suche nach künstlicher Intelligenz-2005

Joachim M. Buhmann,

IT Business, 4+5

Research Collection

2005 Conference Paper

Learning with constrained and unlabelled data

Tilman Lange, Martin H.C. Law, Anil K. Jain, Joachim M. Buhmann,

Conference on Computer Vision and Pattern Recognition, 1

Research Collection

2005 Journal Article

Image segmentation by networks of spiking neurons

Joachim M. Buhmann, Tilman Lange, Ulrich Ramacher,

Neural Computation, 17

Research Collection

2005 Conference Paper

Combining partitions by probabilistic label aggregation

Tilman Lange, Joachim M. Buhmann,

The Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,

Research Collection

2005 Conference Paper

A hidden Markov model for de novo peptide sequencing

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

18th Conference on Neural Information Processing Systems, 17

Research Collection

2004 Journal Article

Stability-based validation of clustering solutions

Tilman Lange, Volker Roth, Mikio L. Braun, Joachim M. Buhmann,

Neural Computation, 16

Research Collection

2004 Conference Paper

Clustering with the Connectivity Kernel

Bernd Fischer, Volker Roth, Joachim M. Buhmann,

17th Annual Conference on Neural Information Processing Systems (NIPS 2003),

Research Collection

2004 Journal Article

Boundary-constrained agglomerative segmentation

Lothar Hermes, Joachim M. Buhmann,

IEEE Transactions on Geoscience and Remote Sensing, 42

Research Collection

Agglomerative Clustering Edge Detection Hierarchical Segmentation Multispectral Images Statistical Modeling Synthetic Aperture Radar (sar) Imagery Two Part Coding