eprintid: 2796
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/27/96
datestamp: 2023-11-09 15:51:02
lastmod: 2023-11-09 15:51:02
status_changed: 2023-11-09 15:44:17
type: conference_item
metadata_visibility: show
creators_name: Jilani, T.A.
creators_name: Amjad, U.
creators_name: Jaafar, J.
creators_name: Hassan, S.
title: An improved heuristic-based fuzzy time series forecasting model using genetic algorithm
ispublished: pub
keywords: Belgium; Forecasting accuracy; Forecasting models; Fuzzy aggregation; Fuzzy forecasting; Fuzzy logical relationship groups; Fuzzy time series, Forecasting; Highway accidents; Information science; Technology; Time series, Genetic algorithms
note: cited By 2; Conference of 2012 International Conference on Computer and Information Science, ICCIS 2012 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2012 ; Conference Date: 12 June 2012 Through 14 June 2012; Conference Code:93334
abstract: Fuzzy time series is being used for forecasting since last two decades and a lot of work has been done by different researchers to get better forecasting models and higher forecasting accuracy. In this paper a heuristic trend predictor is proposed based on fuzzy time series forecasting model. The model will uses genetic algorithm for adjusting interval length to get improved results. The proposed method will be applied on car road accidents causalities data of Belgium and hopefully will get better results than many other previous methods. © 2012 IEEE.
date: 2012
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84867913289&doi=10.1109%2fICCISci.2012.6297247&partnerID=40&md5=b744ed6e9dfe90d3a97156506aa820c3
id_number: 10.1109/ICCISci.2012.6297247
full_text_status: none
publication: 2012 International Conference on Computer and Information Science, ICCIS 2012 - A Conference of World Engineering, Science and Technology Congress, ESTCON 2012 - Conference Proceedings
volume: 1
place_of_pub: Kuala Lumpur
pagerange: 242-247
refereed: TRUE
isbn: 9781467319386
citation:   Jilani, T.A. and Amjad, U. and Jaafar, J. and Hassan, S.  (2012) An improved heuristic-based fuzzy time series forecasting model using genetic algorithm.  In: UNSPECIFIED.