Michael Biehl
Some video lectures / presentations (links)
30th Canary Islands Winter School 2018,
Big
Data analysis in Astronomy
La Laguna Tenerife, Spain, November 4-10, 2018, four lectures (ca. 1h each)
1) Introduction
2)The Perceptron
3) Support Vector Machines
4) Distance Based Systems,
General Remarks
Ecole Normale Superieure, Rue d'Ulm, Paris/France
Data Science Colloquium CFM-ESN, Feb. 27 2020 (1h08m)
Prototype-based
classifiers and relevance learning: medical applications"
Ecole Normale Superieure, Rue d'Ulm, Paris/France
Data Science Colloquium CFM-ESN, Feb. 27 2020 (1h08m)
Selected talks and tutorials (slides)
So
you thought the ribosome was constant and conserved...
Phase
transitions in layered neural networks: rectified linear
units vs. sigmoidal activation
Prototype-based
classifiers and relevance learning: medical applications
The statistical physics of learning - revisited
Prototype-based
models in unsupervised and supervised machine learning
Prototype-based models in machine learning
Biomedical
applications of prototype-based classifiers and relevance
learning
Predicting
Recurrence in Clear Cell Carcinoma
Classification of FDG-PET Brain Data
Distance-based classifiers: Basic concepts,
recent developments and application examples
Prototype-based
classifiers and their applications in the life sciences
Sometimes you can trust a rat
GMLVQ
analysis of flow cytometry data: Diagnosis of Acute Myeloid Leukaemia
Talks can be viewed online (but not downloaded) at
SlideShare
If you have difficulties viewing the files, please contact m.biehl@rug.nl
Short talk (15 minutes) presented at the
12th MiWoCI (online) in Mittweida/Germany,
July 2020
Updated version presented at CITEC
Bielefeld/Germany, June 2020
Invited talk at
Ecole Normale Superieure Paris/France, February 2020
July 2020
Invited colloquium at
Ecole Normale Superieure Paris/France, February 2020
Talk presented at the 10th MiWoCI, Mittweida/German, 2018
Invited talk (22 slides) presented at the
Astroinformatics in Cape Town, November 2017.
Tutorial (44 slides) presented at the
3rd Intl. Workshop on Brain-Inspired Computing in Cetraro/Italy, June
2017.
Keynote lecture (49 slides) at the
AlCoB 2017 in Aveiro/Portugal, 2017
Analysis of TCGA data using Outlier Analysis and GMLVQ
Presentation (16 slides) at the World Congress on Computational Intelligence (WCCI)
2016 in Vancouver / Canada
Presentation (22 slides) at the Workshop on Self-Organizing Maps (WSOM)
2016 in Houston / Texas
Tutorial (4 hrs., 102 slides)
at the Intl. Conference on Computer Analysis of Images
and Patterns, CAIP 2015 , Malta
Keynote lecture (46 slides) at the Workshop on Self-Organizing Maps
WSOM 2014 , Mittweida/Germany
Presentation (45 slides) of our contributions to the
sbv
Improver species translation challenge 2013
(best performance in 3 out of 4 sub-challenges)
Presentation (25 slides) of our best performing contribution to the
DREAM6 / FlowCAP II challenge 2011.