Improving clustering performance using independent component analysis and unsupervised feature learning

Predicting and grouping digitized paintings by style using unsupervised feature learning

(2018) Eren Gultepe et al.   JOURNAL OF CULTURAL HERITAGE

Independent Component Analysis (ICA) based-clustering of temporal RNA-seq data

(2017) Moysés Nascimento et al.   PLoS One

PCANet: A Simple Deep Learning Baseline for Image Classification?

(2015) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system

(2013) Eren Gultepe et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Agglomerative clustering via maximum incremental path integral

(2013) Wei Zhang et al.   PATTERN RECOGNITION

Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering

(2011) Feiping Nie et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Image Clustering Using Local Discriminant Models and Global Integration

(2010) Yi Yang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Graph Regularized Nonnegative Matrix Factorization for Data Representation

(2010) Deng Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multiway Spectral Clustering: A Margin-Based Perspective

(2009) Zhihua Zhang et al.   STATISTICAL SCIENCE