Distributed feature selection with big sensor data

D'Este, C; Sharman, C; Rahman, A

Distributed feature selection with big sensor data

conference contribution

posted on 2025-01-15, 01:13 authored by C D'Este, C Sharman, A Rahman

Sensor data reuse provides the means to extend situation awareness while reducing costs for small organisations. Tools for machine learning with big data currently focus on web analysis. We explore what extensions are needed to effectively analyse big sensor data through performing distributed feature selection on a large sensor data repository.

History

Publication title

Proceedings

Volume

3

Editors

A Rahman, JD Deng, J Li

Pagination

56-61

ISBN

978-1-4503-3159-3

Department/School

Information and Communication Technology

Publisher

Association for Computing Machinery

Publication status

Published

Place of publication

New York City, United States

Event title

2nd Workshop on Machine Learning for Sensory Data Analysis: MLSDA 2014

Event Venue

Gold Coast, Australia

Date of Event (Start Date)

2014-12-02

Date of Event (End Date)

2014-12-02

Rights statement

Socio-economic Objectives

280115 Expanding knowledge in the information and computing sciences

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Distributed feature selection with big sensor data

History

Publication title

Volume

Editors

Pagination

ISBN

Department/School

Publisher

Publication status

Place of publication

Event title

Event Venue

Date of Event (Start Date)

Date of Event (End Date)

Rights statement

Socio-economic Objectives

Usage metrics

Categories

Keywords

Licence

Exports