Links

Pattern Recognition
Pattern Recognition Information	http://www.ph.tn.tudelft.nl/PRInfo/index.html

Data mining
The Data Mine	http://www.cs.bham.ac.uk/~anp/TheDataMine.html

Mixture models
Mixture models - a good starting point is David Dowe's page	http://www.cs.monash.edu.au/~dld/mixture.modelling
The EM Algorithm and its Extensions	http://cm.bell-labs.com/cm/ms/departments/sia/project/em/

MCMC
Bayesian inference Using Gibbs Sampling - The BUGS project	http://www.mrc-bsu.cam.ac.uk/bugs/welcome.shtml
MCMC pre-print service	http://www.statslab.cam.ac.uk/~mcmc/

Bayesian networks
Bayesian networks resources	http://excalibur.brc.uconn.edu/~baynet/
Bayesian Belief Nets	http://www.dcs.qmul.ac.uk/~norman/BBNs/BBNs.htm

Support vector machines
Support vector machines	http://www.support-vector.net/
Kernel machines	http://www.kernel-machines.org/

Projection pursuit
Projection pursuit	http://www.stats.bris.ac.uk/~guy/Research/PP/PP.html
SPlus functions for projection pursuit clustering	http://stats.ma.ic.ac.uk/~rjbolton/PPCfunctions.htm
Fortran code for two-dimensional exploratory projection pursuit	http://lib.stat.cmu.edu/general/projpurs

Neural networks
Neural network information	http://www.eeb.ele.tue.nl/neural/neural.html
Neural network software	http://www.ncrg.aston.ac.uk/NN/software.html
Neural network organisations	http://www.ncrg.aston.ac.uk/NN/organisations.html
International Neural Network Society	http://cns-web.bu.edu/INNS/
EEE Neural Networks Society	http://ieee-nns.org/

Classification and decision trees
CART software	http://www.salford-systems.com/
Decision trees	http://www.cse.unsw.edu.au/~quinlan/
Recursive partitioning methods	http://www.recursive-partitioning.com
MARS	http://www.salford-systems.com/

Data fusion
International Society of Information Fusion	http://www.inforfusion.org/

Ensemble methods
Boosting and related methods	http://www.boosting.org

Feature extraction & selection
Principal curves	http://www.iro.umontreal.ca/~kegl/research/pcurves

Independent component analysis
ICA page by Te-Won Lee	www.cnl.salk.edu/~tewon/ica_cnl.html
ICA page by Allan Barros	www.bmc.riken.go.jp/sensor/Allan/ICA/index.html

Multidimensional scaling
Multidimensional Scaling	http://www.statsoft.com/textbook/stmulsca.html
Multidimensional Scaling	http://www.analytictech.com/borgatti/mds.htm
Multidimensional scaling software	http://www.soton.ac.uk/~apb/mds.html
Large-scale MDS project	http://www.unt.edu/ir/bigmds/

Clustering
Multivariate clustering and classification information	http://www.astro.psu.edu/statcodes/sc_multclass.html
Cluster Analysis	http://www.statsoft.com/textbook/stcluan.html
Clustering with Matlab	http://www.cs.ucl.ac.uk/staff/D.Corney/ClusteringMatlab.html
Clustan	http://www.clustan.com/

Self-organising networks
WEBSOM - SOM-based approach to free-text mining	http://websom.hut.fi/websom/

Data
Statlog	http://www.stams.strath.ac.uk/ftp/
UCI ML Repository Content Summary	http://www.ics.uci.edu/~mlearn/MLSummary.html