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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 | Adult-onset primary open-angle glaucoma caused by mutations in optineurin显示文摘 | Rezaie T Child A Hitchings R | 2002 | Science2002，295，5557： | 1 |
| 3 | Diag- nostic efficacy of sonography for diagnosis of ovarian tor- sion 显示文摘 | Rostamzadeh A Mirfendereski S Rezaie MJ | 2014 | Pak J Med Sci2014，30，2： | 1 |
| 4 | Periventricular leukomalacia, inflatnmation and white matter lesions within the developing nervous system显示文摘 | Rezaie P A Dean | 2002 | Neuropathology2002，22，3： | 1 |
| 5 | Chilled storage of golden gray mullet (Liza aurata )显示文摘 | Bahmani Z A Rezai M Hosseini S V | 2011 | LWT-Food Sci and Technol2011，44，： | 1 |
| 6 | A systematic review and meta-analysis of the effects of infliximab on the rate of colectomy and post-operative complications in patients with inflammatory bowel disease显示文摘 | Ehteshami-Afshar S Nikfar S Rezaie A | 2011 | Arch Med Sci2011，7，6： | 1 |
| 7 | Characterization of poly(3-hydroxybutyrate) / nano-hydroxyapatite composite scaffolds fabricated without the use of organic solvents for bone tissue engineering applications显示文摘 | Hayati A N Hosseinalipour S M Rezaie H R | 2012 | Materials Science and Engineering C2012，32，： | 1 |
| 8 | A novel approach for contrast enhancement based on histogram equalization显示文摘 | Yeganeh H Ziaei A Rezaie A | 2008 | Computer and Communication Engineering2008，，： | 1 |
| 9 | Global emergency medi- cine journal club: a social media discussion about the Age - Adjusted D -Dimer Cutoff Levels To Rule Out Pulmonary Embolism Trial显示文摘 | Rezaie SR Swaminathan A Chan T | 2015 | Ann Emerg Med2015，65，5： | 1 |
| 10 | Mechanical properties balance in novel Z- pinned sandwich panels: Out - of - plane properties 显示文摘 | Marascoa A I Cartie D D R Partridage I K Rezai Amir | 2006 | Composites Part A: Applied Science and Manufacturing2006，37，2： | 1 |
| 11 | Morphological-Based License Plate Location显示文摘 | Faradji F Rezaie A H Ziaratban M | 2007 | IEEE Image Processing2007，，1： | 1 |
| 12 | Budesonide for maintenance of remission in Crohn's disease 显示文摘 | Kuenzig M E Rezaie A Scow C H | 2014 | Coehrane Database Syst Rev2014，8，00： | 1 |
| 13 | Comparative effectiveness of immunosuppressants and biologics for inducing and maintaining remission in Crohn's disease:a network meta-analysis显示文摘 | Hazlewood GS Rezaie A Borman M | 2015 | Gastroenterology2015，148，2： | 1 |
| 14 | Effects of the seminal plasma zinc content and catalase activity on the semen quality of water buffalo (Bubalus bubalis) bulls显示文摘 | Alavi-Shoushtari S M S A Rezai M H Ansari | 2009 | Pak J Biol Sci2009，12，2： | 1 |
| 15 | Chilled storage ofgolden gray mullet (Liza aurata) 显示文摘 | Bahmani Z A Rezai M Hosseini S V | 2011 | LWT-Food Science andTechnology2011，44，9： | 1 |
| 16 | Effect of hot pressing time and temperature on the microstructure and mechanical properties of ZrB2-SIC 显示文摘 | Rezaie A Fahronholtz W G Hilmas G E | 2007 | J Mater Sci2007，42，8： | 1 |
| 17 | Adult-onset primary open-angle glaucoma caused by mutations in optineurin显示文摘 | Rezaie T Child A Hitchings R | 2002 | Science2002，295，： | 1 |
| 18 | Chilled storage ofgolden gray mullet (Liza aurata) 显示文摘 | Bahmani Z A Rezai M Hosseini S V | 2011 | LWT-Food Science andTechnology2011，44，9： | 1 |
| 19 | Unstiffened steel plate shear wall performance under cyclic loading 显示文摘 | Lubell A S Prion H G L Ventura C E Rezai M | 2000 | Journal of Structural Engineering ASCE2000，126，4： | 1 |
| 20 | Evolu- tion of structure during the oxidation of zirconium diboride- silicon carbide in air up to 1 500 ℃显示文摘 | REZAIE A FAHRENHOLTZ W G HILMAS G E | 2007 | Journal of the Euro- pean Ceramic Society2007，27，6： | 1 |
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