Exploring Spatial and Temporal based Clustering Algorithm for Forest Fire Event Identification

QR Code

Exploring Spatial and Temporal based Clustering Algorithm for Forest Fire Event Identification

This research delves into the dynamic relationship between dataset size, hyperparameters, and clustering algorithms' performance. The study encompasses a diverse set of experiments, utilizing a dataset representing Imstagrid, DBSCAN, and HDBSCAN. Notably, this study observed a significant impac...

Full description

Bibliographic Details
Published in:	6th International Seminar on Research of Information Technology and Intelligent Systems, ISRITI 2023 - Proceeding
Main Author:	Syahputra M.E.; Jailani R.; Kemala A.P.; Fitrianah D.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2023
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85190066028&doi=10.1109%2fISRITI60336.2023.10467379&partnerID=40&md5=472375cb8d9af0077d608cd1f69e6b64

Similar Items

Spatial–temporal variability and health impact of particulate matter during a 2019–2020 biomass burning event in Southeast Asia
by: Othman M.; Latif M.T.; Hamid H.H.A.; Uning R.; Khumsaeng T.; Phairuang W.; Daud Z.; Idris J.; Sofwan N.M.; Lung S.-C.C.
Published: (2022)

Temporal forest change detection and forest health assessment using remote sensing
by: Ya'Acob N.; Azize A.B.M.; Mahmon N.A.; Yusof A.L.; Azmi N.F.; Mustafa N.
Published: (2014)

Image Processing Based Forest Fire Detection using Infrared Camera
by: Ya'acob N.; Najib M.S.M.; Tajudin N.; Yusof A.L.; Kassim M.
Published: (2021)

Spatio-temporal clustering of sarawak malaysia total protected area visitors
by: Abang Abdurahman A.Z.; Md Nasir S.A.; Wan Yaacob W.F.; Jaya S.; Mokhtar S.
Published: (2021)

Real-time forest fire detection, monitoring, and alert system using Arduino
by: Anuar A.I.M.; Mohamad R.; Markom A.M.; Concepcion R.
Published: (2024)

Peat-Forest Fire Impact on the Soil Quality: Assessing the Chemodiversity of Organic Matter Extracted from Tropical Malaysian Peat Swamp Forest Soil
by: Dzulkafli N.F.; Nor N.M.; Idris N.; Ibrahim N.; Sazali A.; Pungot N.H.
Published: (2023)

Statistical Analysis for Forest Fire Factors Using Geography Information System (GIS) and Remote Sensing Imagery
by: Aziz N.F.A.; Ya’acob N.; Yusof A.L.; Omar H.
Published: (2025)

Spatial and temporal CO concentration over Malaysia and Indonesia using 4 decade remote sensing dataset
by: Amin A.R.M.; Kamarudin W.F.W.; Muhammud A.; Sa'ad F.N.A.; Mustapha R.I.P.R.
Published: (2019)

Cluster analysis on floristic composition and forest structure of hilly lowland forest in Lok Kawi, Sabah State of Malaysia
by: Adam J.H.; Mahmud A.M.; Muslim N.E.; Hamid H.A.; Jalaludin M.A.
Published: (2007)

Analysis of the Relationship between Forest Fire and Land Surface Temperature using Landsat 8 OLI/TIRS Imagery
by: Junaidi S.N.; Khalid N.; Othman A.N.; Hamid J.R.A.; Saad N.M.
Published: (2021)

Temporal and spatial PM10 concentration distribution using an inverse distance weighted method in Klang Valley, Malaysia
by: Tarmizi S.N.M.; Asmat A.; Sumari S.M.
Published: (2014)

Unravelling anthropogenic sources in Kereh River, Malaysia: Analysis of decadal spatial-temporal evolutions by employing multivariate techniques
by: Khairudin K.; Abu Bakar N.F.; Ul-Saufie A.Z.; Abd Wahid M.Z.A.; Yahaya M.A.; Mazlan M.F.; Pin Y.S.; Osman M.S.
Published: (2022)

Estimation of the Rat Population and the Number of Leptospirosis Infectious Rats via the Degree of Infectious Spatial-Temporal Weighting (DISTW) Method
by: Ideris S.H.; Shaadan N.; Shair S.N.; Samat N.A.; Mohd-Taib F.S.; Chee H.Y.; Rosli M.Z.; Wong P.
Published: (2022)

Forest Sound Event Detection with Convolutional Recurrent Neural Network-Long Short-Term Memory
by: Zaini M.N.; Yusoff M.; Sadikin M.A.
Published: (2023)

Forest Segmentation with Spatial Pyramid Pooling Modules: A Surveillance System Based on Satellite Images
by: Ru F.X.; Zulkifley M.A.; Abdani S.R.; Spraggon M.
Published: (2023)

DBRF: Random Forest Optimization Algorithm Based on DBSCAN
by: Zhuo, et al.
Published: (2024)

Hotspots Forest Fire Susceptibility Mapping for Land Use or Land Cover using Remote Sensing and Geographical Information Systems (GIS)
by: Ya'Acob N.; Jamil I.A.A.; Aziz N.F.A.; Yusof A.L.; Kassim M.; Naim N.F.
Published: (2022)

Conceptual Framework for Maximizing Service Catchment Area Between Rail Transit and Feeder Service Using Spatial Temporal Regression Technique
by: Halim M.A.; Rosni N.A.; Tsong T.B.
Published: (2023)

An optimal and stable algorithm for clustering numerical data
by: Seman A.; Sapawi A.M.
Published: (2021)

Spatial and temporal variability of sea surface temperature during El-Niño Southern Oscillation and Indian Ocean Dipole in the Strait of Malacca and Andaman Sea
by: Isa N.S.; Akhir M.F.; Kok P.H.; Daud N.R.; Khalil I.; Roseli N.H.
Published: (2020)

Isolation and identification of endophytic fungi from Uitm Reserve forest, Negeri sembilan
by: Maadon S.N.; Wakid S.A.; Zainudin I.I.; Rusli L.S.; Mohd Zan M.S.; Hasan N.A.; Abu Shah N.A.; Rohani E.R.
Published: (2018)

Mapping of Temporally Dynamic Tropical Forest and Plantations Canopy Height in Borneo Utilizing TanDEM-X InSAR and Multi-sensor Remote Sensing Data
by: Suab S.A.; Supe H.; Louw A.S.; Avtar R.; Korom A.; Xinyu C.
Published: (2024)

A comparison study of clustering algorithms in grouping microarray data
by: Zin S.H.H.M.; Moktar B.
Published: (2024)

SPATIAL CLUSTERING PHENOMENA OF COVID-19 CASES IN SELANGOR: A HOTSPOT ANALYSIS AND ORDINARY LEAST SQUARES METHOD
by: Mohammad, et al.
Published: (2023)

Software module clustering based on the fuzzy adaptive teaching learning based optimization algorithm
by: Zamli K.Z.; Din F.; Ramli N.; Ahmed B.S.
Published: (2019)

Solar Power Production Forecasting Model Using Random Forest Algorithm
by: Azman M.A.; Jantan H.; Bahrin U.F.M.; Kadir E.A.
Published: (2024)

Spatio-Temporal Modelling of Noise Pollution
by: Napi N.N.L.M.; Zainal M.H.; Abdullah S.; Dom N.C.; Mansor A.A.; Ahmed A.N.; Ismail M.
Published: (2021)

Fuzzy logic for cluster head selection in wireless sensor network
by: Din W.I.S.W.; Yahya S.; Jailani R.; Taib M.N.; Yassin A.I.M.; Razali R.
Published: (2016)

De-noising of noisy MRI brain image using the switching-based clustering algorithm
by: Sulaiman S.N.; Ishak S.M.C.; Isa I.S.; Hamzah N.
Published: (2014)

SPATIAL AND TEMPORAL VARIABILITY OF SOIL FAUNA UNDER COCONUT CULTIVATION ON LATERITIC SOIL; [VARIABILITAS SPASIAL DAN SEMENTARA FAUNA TANAH PADA BUDIDAYA KELAPA DI TANAH LATERITIS]
by: Kamarudin K.N.; Sulaimin M.A.M.; Kamil M.I.; Umami I.M.
Published: (2024)

Spatio-temporal Analysis of Dengue Cases in Sabah
by: Kunasagran P.D.; Rahim S.S.S.A.; Jeffree M.S.; Atil A.; Hidrus A.; Mokti K.; Abd Rahim M.A.; Muyou A.J.; Mujin S.M.; Ali N.; Taib N.Md.; Zali S.M.I.R.M.; Dapari R.; Azhar Z.I.; Khoon K.T.
Published: (2023)

ERRATUM: SPATIAL AND TEMPORAL VARIABILITY OF SOIL FAUNA UNDER COCONUT CULTIVATION ON LATERITIC SOIL (Serangga (2024), 29, 1, (156 -172), 10.17576/serangga-2024-2901-11)
by: Kamarudin K.N.; Sulaimin M.A.M.; Kamil M.I.; Umami I.M.
Published: (2024)

Exploring the Impact of COVID-19 on Individuals’ Mental Health Through Cluster Analysis
by: Ahmad A.; Amir S.N.M.A.H.; Zaman E.A.K.; Al-Nahari A.
Published: (2024)

Online slant identification algorithm using vector rules
by: Yusof R.; Abdul Rahman S.; Yusoff M.; Mutalib S.; Mohamed A.
Published: (2008)

Evaluation of k-modes-type algorithms for clustering Y-short tandem repeats data
by: Seman A.; Bakar Z.A.; Isa M.N.
Published: (2012)

APPLICATION OF THE NODE-PLACE MODEL TO EXPLORE THE SPATIAL DEVELOPMENT OF KL SENTRAL IN MALAYSIA
by: Khalid N.S.; Samsudin N.A.; Abdullah Y.A.
Published: (2023)

Firearm classification based on numerical features of the firing pin impression
by: Liong C.-Y.; Md Ghani N.A.; Kamaruddin S.B.A.; Jemain A.A.
Published: (2012)

MAP: The new clustering algorithm based on multitier network topology to prolong the lifetime of wireless sensor network
by: Din W.I.S.W.; Yahya S.; Taib M.N.; Yassin A.I.M.; Razali R.
Published: (2014)

Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography
by: Kasim S.; Tang J.; Malek S.; Ibrahim K.S.; Shariff R.E.R.; Chima J.K.
Published: (2024)

Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography
by: Kasim, et al.
Published: (2024)