|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 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 | Effect of ginger on acute and delayed chemotherapy-induced nausea and vomiting: a pilot, randomized, open-label clinical trial 显示文摘 | Panahi Y Saadat A Sahebkar A | 2012 | Integr Cancer Ther2012，11，3： | 1 |
| 3 | 显示文摘 | Ivanov A E Panahi H A Kuzimenkova M V | 2006 | Chem Euro J2006，12，： | 1 |
| 4 | Advanced fault diagnosis of a DC motor显示文摘 | HAJIAGHAJANI M TOLIYAT H A PANAHI I M S | 2004 | IEEE Transactions on Energy Conversion2004，19，1： | 1 |
| 5 | A geochemical investigation into the provenance of the Neoproterozoic Port Askaig Tillite, Dalradian Supergroup, western Scotland显示文摘 | PANAHI A YOUNG G M | 1997 | Precambrian Research1997，85，： | 1 |
| 6 | Behavior of major and trace elements(including REE)during paleoproterozoic pedogenesis and diagenetic alteration of an Archean granite near Ville Marie,Quebec,Canada显示文摘 | Panahi A Young G M Rainbird R H | 2000 | Geochimica et Cosmochimica Acta2000，64，： | 1 |
| 7 | Behavior of major and trace elements (including REE ) during Paleoproterozoic pedogenesis and diagenetic alteration of an Archean granite near Ville Marie, Qurbec, Canada 显示文摘 | PANAHI A YOUNG G M RAINBIRD R H | 2000 | Geochimica et Cosmochimica Acta2000，64，13： | 1 |
| 8 | Behavior of major and trace elements (including REE) during Paleoproterozoic pedogenesis and diagenetic alteration of an Archean granite near Ville Marie, Quebec, Canada显示文摘 | PANAHI A YOUNG G M RAINBIRD R H | 2000 | Geochimica et Cosmochimica Acta2000，64，： | 1 |
| 9 | Zinc influence and salt stress on photosynthesis, water relations, and carbonic anhydrase activity in pistachio显示文摘 | TAVALLALI V RAHEMI M MAFTOUN M PANAHI B KARIMI S RAMEZANIAN A VAEZPOUR M | 2009 | Scientia Horticulture2009，123，2： | 1 |
| 10 | NO reduc- tion over nanostrueture M-Cu/ZSM-5 ( M: Cr, Mn, Co and Fe)bimetallic catalysts and optimization of catalyst preparation by RSM 显示文摘 | Nakhostin Panahi P Salari D Niaei A | 2013 | Journal of Industrial and Engi- neering Chemistry2013，19，6： | 1 |
| 11 | Predictors and outcome of cervical anastomotic leakage after esophageal cancer surgery显示文摘 | Aminian A Panahi N Mirsharifi R | 2011 | J Cancer Res Ther2011，7，4： | 1 |
| 12 | Behavior of major and trace elements(including REE)during Paleoproterozoic pedogenesis and diagenetic alteration of an Archean granite near Ville Marie,Québec,Canada显示文摘 | Panahi A Yong G M Rainbird R H | 2000 | Geochimica et Cosmochimica Acta2000，64，13： | 1 |
| 13 | Characterization and activity of alkaline earth metals loaded CeO 2 –MO x (M = Mn, Fe) mixed oxides in catalytic reduction of NO显示文摘 | Seyed Mahdi Mousavi Aligholi Niaei María José Illán Gómez Dariush Salari Parvaneh Nakhostin Panahi Vicente Abaladejo-Fuentes | 2014 | Materials Chemistry and Physics2014，，3： | 1 |
| 14 | Advanced fault diagnosis of a DC motor 显示文摘 | Hajiaghajani M Toliyat H A Panahi I M S | 2004 | Energy Conversion2004，19，1： | 1 |
| 15 | An efficient feedback active noise control algorithm based on reduced-order linear predictive modeling of FMRI acoustic noise显示文摘 | Kannan Govind Milani All A Panahi Issa M S | 2011 | IEEE Transactions on Bio-Medical Engineering2011，8，12： | 1 |
| 16 | The Relation- ship between the Behavioral Hearing Thresholds and Maximum Bilirubin Levels at Birth in Children with a History of Neonatal Hyperbilirubinemia 显示文摘 | Panahi R Jafari Z Sheibanizade A | 2013 | Iran J Otorhinolaryngol2013，25，72： | 1 |
| 17 | Predictors and outcome of cervical anastomotic leakage after esophageal cancer surgery显示文摘 | Aminian A Panahi N Mirsharifi R | 2011 | J Cancer Res Ther2011，7，4： | 1 |
| 18 | Predictors and outcome of cervical anastomotic leakage after esophageal cancer surgery显示文摘 | Aminian A Panahi N Mirsharifi R | 2011 | J Cancer Res Ther2011，7，4： | 1 |
| 19 | Rainbird Behavior of major and trace elements (including REE ) during Paleoproterozoic pedogenesis and diagenetic alteration of an Archean granite near Ville Marie, Quebec, Canada 显示文摘 | Panahi A Grant M and Young R H | 2000 | Geochimica et Cosmochimica Acta2000，64，13： | 1 |
| 20 | NO reduction over nanostruc- ture M-Cu/ZSM-5(M:Cr,Mn,Co and Fe) bimetallic catalysts and optimization of catalyst preparation by RSM 显示文摘 | Panahi P N Salari D Niaei A | 2013 | Journal of Industri- al and Engineering Chemistry2013，19，6： | 1 |
您所在的机构暂未开通此部分的功能，请联系管理员