Multi-Label Semi-Supervised Learning using Regularized Kernel Spectral Clustering

- Automatic image annotation

- Web page categorization

- Protein function prediction

- Are you confronted with partially labelled datasets due to the labelling cost?

- Is each instance associated with multiple categories simultaneously?

- Would you like to handle large scale problem on a laptop scale?

Then feel free to have a look at our proposed solution in the following paper:

S. Mehrkanoon, J.A.K. Suykens, “Multi-label semi-supervised learning using regularized Kernel spectral clustering,” In proc. of IEEE World Congress on Computational Intelligence (IEEE WCCI/IJCNN 2016), July 24th-29th, 2016, Vancouver, Canada. [PDF]

#MultilabelLerning #PartiallyLabeledData #ImageAnnotation #Clustering