Predicting dengue cases by aggregation of climate variable using manifold learning

Shermon S. Mathulamuthu; Vijanth S. Asirvadam; Sarat C. Dass; Balvinder S. Gill

doi:10.1109/ICSIPA.2017.8120670

Predicting dengue cases by aggregation of climate variable using manifold learning

Shermon S. Mathulamuthu
, Vijanth S. Asirvadam
, Sarat C. Dass
, Balvinder S. Gill

School of Mathematical & Computer Sciences

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

Original language	English
Title of host publication	2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)
Pages	535-540
ISBN (Electronic)	978-1-5090-5559-3
DOIs	https://doi.org/10.1109/ICSIPA.2017.8120670
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

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Dengue Incidences
Manifold Learning
ISOMAP
Machine Learning
K-means Cluster
Averaged Silhouette width
Regression

Access to Document

10.1109/ICSIPA.2017.8120670

Cite this

@inproceedings{0f5bdb23903545798502725373701c39,

title = "Predicting dengue cases by aggregation of climate variable using manifold learning",

keywords = "Dengue Incidences, Manifold Learning, ISOMAP, Machine Learning, K-means Cluster, Averaged Silhouette width, Regression",

author = "Mathulamuthu, \{Shermon S.\} and Asirvadam, \{Vijanth S.\} and Dass, \{Sarat C.\} and Gill, \{Balvinder S.\}",

year = "2017",

month = dec,

day = "1",

doi = "10.1109/ICSIPA.2017.8120670",

language = "English",

pages = "535--540",

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",

}

Mathulamuthu, SS, Asirvadam, VS, Dass, SC & Gill, BS 2017, Predicting dengue cases by aggregation of climate variable using manifold learning. in 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). pp. 535-540, 5th IEEE International Conference on Signal and Image Processing Applications 2017, Kuching, Sarawak, Malaysia, 12/09/17. https://doi.org/10.1109/ICSIPA.2017.8120670

TY - GEN

T1 - Predicting dengue cases by aggregation of climate variable using manifold learning

AU - Mathulamuthu, Shermon S.

AU - Asirvadam, Vijanth S.

AU - Dass, Sarat C.

AU - Gill, Balvinder S.

PY - 2017/12/1

Y1 - 2017/12/1

KW - Dengue Incidences

KW - Manifold Learning

KW - ISOMAP

KW - Machine Learning

KW - K-means Cluster

KW - Averaged Silhouette width

KW - Regression

U2 - 10.1109/ICSIPA.2017.8120670

DO - 10.1109/ICSIPA.2017.8120670

M3 - Conference contribution

SP - 535

EP - 540

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 -