Classification model for hotspot occurrences using a decision tree method

QR Code

Classification model for hotspot occurrences using a decision tree method

Forest fires in Indonesia mostly occur because of errors or bad intentions. This work demonstrates the application of a decision tree algorithm, namely the C4.5 algorithm, to develop a classification model from forest fire data in the Rokan Hilir district, Indonesia. The classification model used is...

Full description

Bibliographic Details
Main Authors:	Sitanggang, Imas Sukaesih, Ismail, Mohd Hasmadi
Format:	Article
Language:	English
Published:	Taylor & Francis 2011
Online Access:	http://psasir.upm.edu.my/id/eprint/23879/ http://psasir.upm.edu.my/id/eprint/23879/1/Classification%20model%20for%20hotspot%20occurrences%20using%20a%20decision%20tree%20method.pdf

Similar Items

Extended spatial decision tree algorithm for classifying hotspot occurrence
by: Sitanggang, Imas Sukaesih
Published: (2013)

Classification model for hotspot occurrences using spatial decision tree algorithm
by: Sitanggang, Imas Sukaesih, et al.
Published: (2013)

Predictive models for hotspots occurrence using decision tree algorithms and logistic regression.
by: Sitanggang, Imas Sukaesih, et al.
Published: (2013)

Hotspot occurences classififcation using decision tree method: case study in the Rokan Hilir, Riau Province, Indonesia
by: Imas, Sukaesih Sitanggang, et al.
Published: (2010)

A decision tree based on spatial relationships for predicting hotspots in peatlands
by: Sitanggang, Imas Sukaesih, et al.
Published: (2014)

Modeling forest fires risk using spatial decision tree
by: Yaakob, Razali, et al.
Published: (2011)

An extended ID3 decision tree algorithm for spatial data
by: Sitanggang, Imas Sukaesih, et al.
Published: (2011)

Empowering GIS education program : is GIS as a science, art or tool?
by: Ismail, Mohd Hasmadi, et al.
Published: (2010)

iRICE decision support system: time-series forecasting model for the risk management system
by: Husin, Nor Azura, et al.
Published: (2024)

Classification of halal product by using decision tree / Nor Shazwani Ismail
by: Nor Shazwani, Ismail
Published: (2013)

Spatial data mining application in forest fire assessment in tropical peat areas
by: Nuruddin, Ahmad Ainuddin, et al.
Published: (2014)

Sequential pattern mining on library transaction data
by: Sitanggang, Imas Sukaesih, et al.
Published: (2010)

Prediction of severe accident occurrence in radiation laboratory using fault tree method
by: Jasrin, Nurin Saqinah, et al.

Improving accuracy of intention-based response classification using decision tree.
by: Ali, S. A., et al.
Published: (2009)

A hybrid model of hierarchical clustering and decision tree for rule-based classification of diabetic patients.
by: Ibrahim, Norul Hidayah, et al.
Published: (2013)

Outfit classification and recommendation based on integrated features and bagged decision tree
by: Mustaffa, Mas Rina, et al.
Published: (2020)

Hotspot detection in photovoltaic array using thermal imaging method
by: Mohd Shawal, Jadin, et al.
Published: (2022)

K-means clustering to improve the accuracy of decision tree response classification.
by: Ali, S. A., et al.
Published: (2009)

Classification of stock market index based on predictive fuzzy decision tree
by: Khokhar, Arashid Hafeez
Published: (2005)

Hotspot detection method for photovoltaic system: A review
by: Tan, Li Ven, et al.
Published: (2020)

A comparison of support vector machine and decision tree classifications using satellite data of Langkawi Island
by: Mohd Shafri, Helmi Zulhaidi, et al.
Published: (2009)

Smart fertigation system with mobile application and fuzzy logic optimization
by: Izahar, Nurul Anis Zulaikha, et al.
Published: (2023)

A novel decision tree searcidng algorithm for high speed online traffic classification
by: Izzeldin Ibrahim, Mohamed Abdelaziz

A model of knowledge mapping in visualizing the hotspot of dengue
by: Abdul Aziz, Az-Azira, et al.
Published: (2011)

Utilization of the dynamic laser scanning technology for monitoring, locating and classification of the city trees.
by: Al-Hader, Mahmoud, et al.
Published: (2011)

Diversification in a biodiversity hotspot–The evolution of Southeast Asian rhacophorid tree frogs on Borneo (Amphibia: Anura: Rhacophoridae)
by: Hertwig, Stefan T., et al.
Published: (2013)

Decision tree method for fault causes classification based on RMS-DWT analysis in 275 kV transmission lines network
by: Asman, Saidatul Habsah, et al.
Published: (2021)

Performance analysis of the PV module mitigation method affected by hotspot condition
by: Mohd Munif, Rosli, et al.
Published: (2022)

Support vector machine and decision tree based classification of side-scan sonar mosaics using textural features
by: Febriawan, H.K., et al.
Published: (2019)

Perkhidmatan WiFi/Hotspot.
by: UPM, PSAS

The comparison of environmental conditions between hotspot and non hotspot areas of dengue outbreak in Selangor, Malaysia
by: Ghani, Nurul Akmar, et al.
Published: (2018)

Modeling students' background and academic performance with missing values using classification tree
by: Hasan, Norsida
Published: (2014)

Development of PV module hotspot detector
by: Mohd Shawal, Jadin, et al.
Published: (2019)

Development of a Combined Classification Decision Tree and Artificial Neural Network Rainfall Generator for Langat River Basin
by: Lian, Chau Yuan
Published: (2018)

Enhanced dimensionality reduction methods for classifying malaria vector dataset using decision tree
by: Arowolo, Micheal Olaolu, et al.
Published: (2021)

Analyzing and visualizing data dengue hotspot location
by: Zainal Abidin, Nadzurah, et al.
Published: (2018)

Spatial distribution of hotspots in Peninsular Malaysia
by: Nuruddin, Ahmad Ainuddin, et al.
Published: (2010)

Mobile hotspot tethering and payment system using NFT
by: Ng, Warren Cin Yen
Published: (2023)

Layer selection on residual network for feature extraction of pap smear images
by: Akbar, Alfian Hamam, et al.
Published: (2024)

Comparison of knowledge, attitude, and practice among communities living in hotspot and non-hotspot areas of dengue in Selangor, Malaysia
by: Ghani, Nurul Akmar, et al.
Published: (2019)