نتایج جستجو برای: feature clustering

تعداد نتایج: 328866  

Journal: :Journal of Electrical Systems and Information Technology 2018

Journal: :EURASIP Journal on Audio, Speech, and Music Processing 2019

Journal: :International Journal of Engineering & Technology 2018

2016
Nathan Lawlor Alec Fabbri Peiyong Guan Joshy George R. Krishna Murthy Karuturi

Clustering is carried out to identify patterns in transcriptomics profiles to determine clinically relevant subgroups of patients. Feature (gene) selection is a critical and an integral part of the process. Currently, there are many feature selection and clustering methods to identify the relevant genes and perform clustering of samples. However, choosing an appropriate methodology is difficult...

2017
Xiaoyu Liu Jiannan Wang

We propose a novel method to iteratively improve the performance of constrained clustering and feature learning based on Convolutional Neural Networks (CNNs). There is no effective strategy for neither the constraint selection nor the distance metric learning in traditional constrained clustering methods. In our work, we design an effective constraint selection strategy and combine a CNN-based ...

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