Classification of fMRI data using support vector machine and convolutional neural network

Raheel Zafar; Aamir Saeed Malik; Aliyu Nuhu Shuaibu; M. Javvad ur Rehman; Sarat C. Dass

doi:10.1109/ICSIPA.2017.8120630

Classification of fMRI data using support vector machine and convolutional neural network

Raheel Zafar, Aamir Saeed Malik, Aliyu Nuhu Shuaibu, M. Javvad ur Rehman, Sarat C. Dass

School of Mathematical & Computer Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Original language	English
Title of host publication	2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)
Pages	324-329
ISBN (Electronic)	978-1-5090-5559-3
DOIs	https://doi.org/10.1109/ICSIPA.2017.8120630
Publication status	Published - 1 Dec 2017
Event	5th IEEE International Conference on Signal and Image Processing Applications 2017 - Kuching, Sarawak, Malaysia Duration: 12 Sept 2017 → 14 Sept 2017

Conference

Conference	5th IEEE International Conference on Signal and Image Processing Applications 2017
Abbreviated title	ICSIPA 2017
Country/Territory	Malaysia
City	Kuching, Sarawak
Period	12/09/17 → 14/09/17

Keywords

fMRI
ROI
Convolutional neural network
SVM

Access to Document

10.1109/ICSIPA.2017.8120630

Cite this

@inproceedings{7afeb2260fa64b10a79fd30e5d4fa1c7,

title = "Classification of fMRI data using support vector machine and convolutional neural network",

keywords = "fMRI, ROI, Convolutional neural network, SVM",

author = "Raheel Zafar and Malik, {Aamir Saeed} and Shuaibu, {Aliyu Nuhu} and Rehman, {M. Javvad ur} and Dass, {Sarat C.}",

year = "2017",

month = dec,

day = "1",

doi = "10.1109/ICSIPA.2017.8120630",

language = "English",

pages = "324--329",

booktitle = "2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)",

note = "5th IEEE International Conference on Signal and Image Processing Applications 2017, ICSIPA 2017 ; Conference date: 12-09-2017 Through 14-09-2017",

}

Zafar, R, Malik, AS, Shuaibu, AN, Rehman, MJU & Dass, SC 2017, Classification of fMRI data using support vector machine and convolutional neural network. in 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). pp. 324-329, 5th IEEE International Conference on Signal and Image Processing Applications 2017, Kuching, Sarawak, Malaysia, 12/09/17. https://doi.org/10.1109/ICSIPA.2017.8120630

TY - GEN

T1 - Classification of fMRI data using support vector machine and convolutional neural network

AU - Zafar, Raheel

AU - Malik, Aamir Saeed

AU - Shuaibu, Aliyu Nuhu

AU - Rehman, M. Javvad ur

AU - Dass, Sarat C.

PY - 2017/12/1

Y1 - 2017/12/1

KW - fMRI

KW - ROI

KW - Convolutional neural network

KW - SVM

U2 - 10.1109/ICSIPA.2017.8120630

DO - 10.1109/ICSIPA.2017.8120630

M3 - Conference contribution

SP - 324

EP - 329

BT - 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)

T2 - 5th IEEE International Conference on Signal and Image Processing Applications 2017

Y2 - 12 September 2017 through 14 September 2017

ER -