Machine learning research Diary

General research

What is functional clustering??

It would be nice if we can make correlation-based clustering!!!

Swiss roll data download [url]

Readings:

Ensemble Segmentation Using Efficient Integer Linear Programming [url] (PAMI 2012)

Information Theoretic Clustering [url] (PAMI 2002)

ICA for dummies [url] by Arnaud Delorme -- A good very short read for ICA, especially, for brain research including fMRI, EEG stuff.

Independent Component Analysis: A Tutorial [url] by Aapo Hyvarinen (IJCNN 1999) -- Concise and complete ICA Deep belief network: "Learning Deep Architectures for AI" A tutorial from Bengio

Transform the histogram using Weight of Evidence (WoE) — Jul 25, 2013 12:59:05 AM

Good resource for Fraud Detection — Jun 28, 2013 7:27:50 AM

Data set for Big Data — Apr 17, 2013 6:33:45 AM

Disadvantage of rotationally-invariant classifiers on feature selection — Mar 29, 2013 4:59:16 AM

Feature selection on brain voxel space using regularizations — Mar 2, 2013 8:53:25 AM

Clustering on social network graph — Feb 16, 2013 8:07:28 AM

(Collapsed) Gibbs sampling — Feb 7, 2013 9:27:05 PM

Estimating mutual information — Feb 7, 2013 9:24:54 PM

Latent model for the brain activation — Feb 4, 2013 1:56:14 AM

Shared component GMM — Feb 4, 2013 1:52:02 AM

Comparing logistic regression and LDA — Feb 4, 2013 1:45:07 AM