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| 1 | Spatial prediction of landslide susceptibility in western Serbia using hybrid support vector regression(SVR)with GWO,BAT and COA algorithms显示文摘In this study,we developed multiple hybrid machine-learning models to address parameter optimization limitations and enhance the spatial prediction of landslide susceptibility models.We created a geographic information system database,and our analysis results were used to prepare a landslide inventory map containing 359 landslide events identified from Google Earth,aerial photographs,and other validated sources.A support vector regression(SVR)machine-learning model was used to divide the landslide inventory into training(70%)and testing(30%)datasets.The landslide susceptibility map was produced using 14 causative factors.We applied the established gray wolf optimization(GWO)algorithm,bat algorithm(BA),and cuckoo optimization algorithm(COA)to fine-tune the parameters of the SVR model to improve its predictive accuracy.The resultant hybrid models,SVR-GWO,SVR-BA,and SVR-COA,were validated in terms of the area under curve(AUC)and root mean square error(RMSE).The AUC values for the SVR-GWO(0.733),SVR-BA(0.724),and SVR-COA(0.738)models indicate their good prediction rates for landslide susceptibility modeling.SVR-COA had the greatest accuracy,with an RMSE of 0.21687,and SVR-BA had the least accuracy,with an RMSE of 0.23046.The three optimized hybrid models outperformed the SVR model(AUC=0.704,RMSE=0.26689),confirming the ability of metaheuristic algorithms to improve model performance. | Abdul-Lateef Balogun Fatemeh Rezaie Quoc Bao Pham Ljubomir Gigović Siniša Drobnjak Yusuf AAina Mahdi Panahi Shamsudeen Temitope Yekeen Saro Lee | 2021 | Geoscience Frontiers2021，12，3： | 6 |
| 2 | Hydrodynamic characterizationof mixer-settlers显示文摘 | Fatemeh S G Seyed M A M | 2009 | Journal of the Taiwan Institute ofChemical Engineers2009，40，： | 1 |
| 3 | Preparation and physic-chemical characterization of naproxen-PLGA nanoparticles 显示文摘 | YOUSEF J FATEMEH A SOODABEH D | 2010 | Colloids Surf B:Biointerf2010，81，2： | 1 |
| 4 | 显示文摘 | Alireza Z Fatemeh A Mehdi G | 2007 | Electrochimica Acta2007，52，： | 1 |
| 5 | Determination of cyclosporine in saliva using liquid chromatography 3/tandem mass spectrometry显示文摘 | AN ISH IM REGINALD G FATEMEH A | 2004 | Ther Drug Monit2004，26，： | 1 |
| 6 | Dsitribution of cyclosporine in organ transplant recipients显示文摘 | Fatemeh A Andrew KT | 2002 | Clin Pharmacokinet2002，41，5： | 1 |
| 7 | Effects of vitamin E supplementation on some pregnancy health indices: a ran- domized clinical trial 显示文摘 | Parvin B Kobra H Fatemeh A | 2011 | Int J Gen Med2011，4，7： | 1 |
| 8 | Distribution of cyclosporin in organ transplant recipients 显示文摘 | Fatemeh A Andrew KT | 2002 | Clin Pharmacokinet2002，41，9： | 1 |
| 9 | Extraction of flavonoids and quantifcation of rutin from waste tobacco leaves 显示文摘 | FATEMEH F ABBAS D ROYA A | 2006 | lran J Pharml Res2006，3，1： | 1 |
| 10 | Effect of pretreatment with microwaves on oxidative stability and nutraceuticals content of oil from rapeseed显示文摘 | Sodeif A Fatemeh H Javad H | | 0，，04： | 1 |
| 11 | Two cases of bacteremia due to an unusual pathogen,Comamonas testosterone in Iran and a review literature显示文摘 | Shohreh F Fatemeh N Maneli A | 2012 | J Infect Dev Ctries2012，6，6： | 1 |
| 12 | The effect of distillation methods and stage of plant growth on the essential oil content and composition of satureja rechingeri jamzad 显示文摘 | FATEMEH S KHADIJEH A ZIBA J | 2006 | Food chemistry2006，100，3： | 1 |
| 13 | Aptamer-conjugated silver nanoparticles for electrochemical dual-aptamer-based sandwich detection of staphylococcus aureus显示文摘 | ABDOLKARIM A FATEMEH N S ABOLHASSAN N | 2015 | Biosensors and Bioelectronics2015，68，5： | 1 |
| 14 | Production of single cell protein from natural gas:Parameter optimization and RNA evaluation显示文摘 | Fatemeh Y Solmaz H Seyed A S | 2005 | Iranian Journal of Biotechnology2005，3，4： | 1 |
| 15 | CapacitiVe behavior of nanostructured MnO2 prepared by sonochemistry method显示文摘 | ALIREZA Z FATEMEH A MEHDI G | 2007 | Electrochim Acta2007，52，11： | 1 |
| 16 | Flexible ligand synthesis, characterization and catalytic oxidation of eyclohexanewith host ( nanocavity of zeolite-Y )/guest nanocomposite materials 显示文摘 | Masoud S N Maryam S A Fatemeh D | 2008 | Microporous and Mesoporous Materials2008，116，： | 1 |
| 17 | High-performance liquid chromatography method for the determination of mycophenolie acid and its acyl and phenol glucuronide metabolites in human plasma 显示文摘 | Chirag GP Fatemeh A | 2006 | Ther Drug Monit2006，28，1： | 1 |
| 18 | Hapten sythesis and production of monoclonal antibodies to DDT and related compounds显示文摘 | Antonio A J M Fatemeh M | 1997 | J Agric Food Chem1997，45，9： | 1 |
| 19 | Investigation of bending sensitivity in partially doped core fiber for sensing applications显示文摘 | Siamak Dawazdah Emami Hairul A Abdul-Rashid Fatemeh Zahra Zahedi | 2014 | IEEE Sensors Journal2014，14，4： | 1 |
| 20 | Novel azo-containing polymethacrylates bearing spiroacetal-norbornene moiety and methylene spacers:synthesis and characterization显示文摘 | Ali Pourjavadi Bibi Fatemeh Mirjalii Ali A Entezami | 2001 | European Polymer Journal2001，37，10： | 1 |
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