@incollection{, 4A9EE0AD3E6FD329A2D09AF383A7D771 , author={{HariharanNaganathan} and {Sudarshan PSeshasayee} and {JonghoonKim} and {Jui-ShengChou} and {Wai KChong} and {Arizona State University}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}1642940 } @incollection{b0, , title={{An intelligent system for forest fire risk prediction and firefighting management in Galicia}} , author={{ AAlonso-Betanzos } and { OFontenla-Romero } and { BGuijarro-Berdiñas } and { EHernández-Pereira } and { MIPaz Andrade } and { EJiménez } and { TCarballas }} doi:10.1016/ S0957-4174(03)00095-2 , journal={{Expert Systems with Applications}} 25 4 , year={2003} } @incollection{b1, , title={{Application of artificial neural networks and logistic regression to the prediction of forest fire danger in Galicia using MODIS data}} , author={{ MBisquert } and { ECaselles } and { JMSnchez } and { V&caselles }} doi:10. 1071/WF11105 , journal={{International Journal of Wildland Fire}} 21 8 , year={2012} } @incollection{b2, , title={{Random Forrest}} , author={{ LBreiman }} 10.1023/A:1010933404324 , booktitle={{Machine Learning}} , year={2001} } @incollection{b3, , title={{LIBSVM: A Library for Support Vector Machines}} , author={{ C.-CChang } and { C.-JLin }} 10.1145/1961189.1961199 , journal={{ACM Transactions on Intelligent Systems and Technology}} 2 27 , year={2011} } @incollection{b4, , title={{Integrated spatiotemporal data mining for forest fire prediction}} , author={{ TCheng } and { JWang }} doi:10.1111/j. 1467-9671.2008.01117.x , journal={{Transactions in GIS}} 12 5 , year={2008} } @incollection{b5, , title={{A Data Mining Approach to Predict Forest Fires using Meteorological Data}} , author={{ PCortez } and { AMorais }} , booktitle={{New Trends in Artificial Intelligence}} , year={2007} } @incollection{b6, , title={{723-734 ST -Climate change and forest disturbances}} , author={{ VHDale } and { LJoyce } and { SMcnulty } and { RPNeilson } and { MPAyres } and { MDFlannigan } and { P } and { M }} 10.1641/0006-3568(2001)051[0723:CCAFD]2.0.CO;2 , journal={{Bioscience}} 51 9 , year={2001} , note={Climate change and forest disturbances} } @incollection{b7, , title={{A comparison of Canadian and Russian boreal forest fire regimes}} , author={{ WJDe Groot } and { ASCantin } and { MDFlannigan } and { AJSoja } and { LMGowman } and { ANewbery }} 10.1016/j.foreco.2012.07.033 , journal={{Forest Ecology and Management}} 294 , year={2013} } @book{b8, , title={{K-Nearest Neighbor Estimation of Forest Attributes: Improving Mapping Efficiency BT -Proceedings of the fifth annual forest inventory and analysis symposium}} , author={{ AFinley } and { AEk } and { YBai } and { MBauer }} , year={2005} } @book{b9, , title={{Climate Change and Forest Fires. The Science of the Total Environment}} , author={{ MDFlannigan } and { BJ JStocks } and { BMWotton }} doi:10.1016/ S0048-9697(00)00524-6 , year={2000} } @book{b10, , title={{Estimation and mapping of forest stand density, volume, and cover type using the k-nearest neighbor's method. Remote Sensing of Environment}} , author={{ HFranco-Lopez } and { AREk } and { MEBauer }} 10.1016/S0034-4257(01)00209-7 , year={2001} 77 } @incollection{b11, , title={{Using Landsat data to assess fire and burn severity in the North American boreal forest region: an overview and summary of results}} , author={{ NFrench } and { EKasischke } and { RHall } and { KMurphy } and { DVerbyla } and { EHoy } and { JAllen }} 10.1071/WF0800 , journal={{International Journal of Wildland Fire}} 17 4 , year={2008} } @incollection{b12, , title={{Forest fire and climate change in western North America: Insights from sediment charcoal records}} , author={{ DGGavin } and { DJHallett } and { SHFeng } and { KPLertzman } and { SJPrichard } and { KJBrown } and { DLPeterson }} 10.1890/1540-9295(2007)5[499:FFACCI]2.0.CO;2 , journal={{Frontiers in Ecology and the Environment}} , year={2007} } @book{b13, , title={{Machine Learning and Dataming Algorithms for Predicting Accidental Small Forest Fires. Weather}} , author={{ VIyer } and { T } and { SS IParamesh } and { NMurthy } and { GR } and { U } and { MB S }} , year={2011} } @book{b14, , title={{Are Forest Fires Predictable?}} , author={{ KMalarz } and { SKaczanowska } and { KKulakowski }} doi:10. 1142/S0129183102003760 , year={2002} 13 } @incollection{b15, , title={{Fire spread prediction in shrub fuels in Portugal}} , author={{ PAMartins Fernandes }} doi:10.1016/ S0378-1127(00 , journal={{Forest Ecology and Management}} 144 1-3 , year={2001} } @book{b16, , title={{Using satellite imagery and the k-nearest neighbors technique as a bridge between strategic and management forest inventories. Remote Sensing of Environment}} , author={{ REMcroberts }} 10.1016/j.rse.2007.07.025 , year={2008} 112 } @book{b17, , title={{Parametric, bootstrap, and jackknife variance estimators for the k-Nearest Neighbors technique with illustrations using forest inventory and satellite image data. Remote Sensing of Environment}} , author={{ REMcroberts } and { SMagnussen } and { EOTomppo } and { GChirici }} doi:10.1016/ j.rse.2011.07.002 , year={2011} 115 } @incollection{b18, , title={{Estimating areal means and variances of forest attributes using the k-Nearest Neighbors technique and satellite imagery}} , author={{ REMcroberts } and { EOTomppo } and { AOFinley } and { JHeikkinen }} doi: 10. 1016/j.rse.2007.04.002 , journal={{Remote Sensing of Environment}} 111 4 , year={2007} } @book{b19, , title={{Stratified estimation of forest area using satellite imagery, inventory data, and the k-Nearest Neighbors technique. Remote Sensing of Environment}} , author={{ RMcroberts } and { MNelson } and { DWendt }} 10.1016/S0034-4257(02)00064-0 , year={2002} 82 } @book{b20, , title={{A Multivariate Decision Tree Analysis of Biophysical Factors in Tropical Forest Fire Occurence}} , author={{ RSOfren } and { EHarvey }} , year={1996} , note={Integrated Tools Proceedings} } @incollection{b21, , title={{Fire Monitoring Handbook. Program, 285}} , author={{ NPark } and { SNational } and { IFire }} , booktitle={{Wildfire Predictions: Determining Reliable Models using Fused Dataset 22}} , year={2003} } @book{b22, , title={{Prediction of Forest Fires Using Artificial Neural Networks Description of the proposed method Artificial neural networks}} , author={{ YSafi } and { ABouroumi }} , year={2013} 7 } @incollection{b23, , title={{Restoration relevance of recent National Fire Plan treatments in forests of the western United States}} , author={{ TSchoennagel } and { CRNelson }} 10.1890/090199 , journal={{Frontiers in Ecology and the Environment}} 9 5 , year={2011} } @book{b24, , title={{Implementation of National Fire Plan treatments near the wildland-urban interface in the western United States}} , author={{ TSchoennagel } and { CRNelson } and { DMTheobald } and { GCCarnwath } and { TBChapman }} 10.1073/pnas.090099110 , year={2009} Proceedings of the National Academy of Sciences of the United States of America } @incollection{b25, , title={{Implementation of National Fire Plan treatments near the wildland-urban interface in the western United States}} , author={{ TSchoennagel } and { CRNelson } and { DMTheobald } and { GCCarnwath } and { TBChapman }} 10.1073/pnas.0900991106 , journal={{Proceedings of the National Academy of Sciences of the United States of America}} 106 26 , year={2009} } @incollection{b26, , title={{Comparing Five Modelling Techniques}} , author={{ US FService } and { RMountain }} , journal={{Ecological Modelling}} , year={2002} } @incollection{b27, , title={{Comparative study of various methods of fire danger evaluation in southern Europe}} , author={{ DXViegas } and { GBovio } and { AFerreira } and { ANosenzo } and { BSol }} 10.1071/WF00015 , journal={{International Journal of Wildland Fire}} 9 4 235 , year={1999} }