|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 1 | Analysis at medium scale of low-resolution DInSAR data in slow-moving landslide-affected areas显示文摘 | Cascini L Fomaro G Peduto D | 2009 | Journal of Photogrammetry and Remote Sensing2009,64,6: | 1 |
| 2 | Popliteomeniscal fas- cicles: anatomic considerations using MR arthrography in ca- davers显示文摘 | Peduto A J Nguyen A Trudell DJ et a/ | 2008 | AJR2008,190,2: | 1 |
| 3 | Popliteomeniscal fascicles:anatomic considerations using MR arthrography in cadavers显示文摘 | Peduto A J Nguyen A Trudell D J | | 0,,02: | 1 |
| 4 | A self-immunomodulating myoblast cell line for erythropoietin delivery 显示文摘 | Peduto G Aebischer P | 2001 | Gene Ther2001,8,1: | 1 |
| 5 | Morphine-sparing effect in orthopedic sumerv 显示文摘 | Peduto VA Ballabio M Stefanini S Efficacy of propacetamol in the treatment of postoperative pain | 1998 | Acta Anaesthesiol Scand1998,42,3: | 1 |
| 6 | Endothelin-receptor antagonists are roapoptotic and antiproliferative in human colon cancer cells 显示文摘 | PEDUTO EBERL L BOVEY R JUILLERAT-JEANNERET L | 2003 | Br J Cancer2003,88,5: | 1 |
| 7 | Dilated cardiomyopathy and impaired cardiac hypertrophic response to angiotensin II in mice lacking FGF-2显示文摘 | Foletti A Peduto G | 2001 | J Clin Invest2001,108,12: | 1 |
| 8 | Differential diagnosis of T2 hyperintense spinal cord lesions: part B 显示文摘 | Bou-Haidar P Peduto A J Karunaratne N | 2009 | J Med Imaging Radiat Oncol2009,53,2: | 1 |
| 9 | Ensemble learning framework for landslide susceptibility mapping:Different basic classifier and ensemble strategy显示文摘The application of ensemble learning models has been continuously improved in recent landslide susceptibility research,but most studies have no unified ensemble framework.Moreover,few papers have discussed the applicability of the ensemble learning model in landslide susceptibility mapping at the township level.This study aims at defining a robust ensemble framework that can become the benchmark method for future research dealing with the comparison of different ensemble models.For this purpose,the present work focuses on three different basic classifiers:decision tree(DT),support vector machine(SVM),and multi-layer perceptron neural network model(MLPNN)and two homogeneous ensemble models such as random forest(RF)and extreme gradient boosting(XGBoost).The hierarchical construction of deep ensemble relied on two leading ensemble technologies(i.e.,homogeneous/heterogeneous model ensemble and bagging,boosting,stacking ensemble strategy)to provide a more accurate and effective spatial probability of landslide occurrence.The selected study area is Dazhou town,located in the Jurassic red-strata area in the Three Gorges Reservoir Area of China,which is a strategic economic area currently characterized by widespread landslide risk.Based on a long-term field investigation,the inventory counting thirty-three slow-moving landslide polygons was drawn.The results show that the ensemble models do not necessarily perform better;for instance,the Bagging based DT-SVM-MLPNNXGBoost model performed worse than the single XGBoost model.Amongst the eleven tested models,the Stacking based RF-XGBoost model,which is a homogeneous model based on bagging,boosting,and stacking ensemble,showed the highest capability of predicting the landslide-affected areas.Besides,the factor behaviors of DT,SVM,MLPNN,RF and XGBoost models reflected the characteristics of slow-moving landslides in the Three Gorges reservoir area,wherein unfavorable lithological conditions and intense human engineering activities(i.e.,reservoir water level fluctuation,residential area construction,and farmland development)are proven to be the key triggers.The presented approach could be used for landslide spatial occurrence prediction in similar regions and other fields. | Taorui Zeng Liyang Wu Dario Peduto Thomas Glade Yuichi S.Hayakawa Kunlong Yin | 2023 | Geoscience Frontiers2023,14,6: | 1 |
| 10 | Characterization of fungal pathogens associated with grapevine trunk diseases in Arkansas and Missouri显示文摘 | (U')rbez-Torres J R Peduto F Gubler W D | | 0,,: | 1 |
| 11 | Achillestendonimaging 显示文摘 | Harris C A Peduto A J | 2006 | AustralasRadiol2006,50,6: | 1 |
| 12 | Evaluation of alternative strategies to optimize ketorolac transdermal delivery 显示文摘 | Puglia C Filosa R Peduto A | 2006 | AAPS PharmSciTech2006,7,3: | 1 |
| 13 | Detection of Botryosphaeriaceae species within grapevine woody tissues by nested PCR,with particular emphasis on the Neofusicoccum parvum/Nribis complex显示文摘 | Spagnolo A Marchi G Peduto F | | 0,,03: | 1 |
| 14 | Achilles tendon imaging显示文摘 | Peduto AJ | 2006 | Australas Radiol2006,50,6: | 1 |
| 15 | Endothelin-receptor antagonists are proapoptotic and antiproliferative in human colon cancer cells显示文摘 | PEDUTO EBERL L BOVEY R JUILLERAT-JFANNERET L | 2003 | Br J Cancer2003,88,5: | 1 |
| 16 | Sevoflurane provides better recovery than propofol plus fentanyl in anaesthesia for clay-care surgery显示文摘 | Peduto VA Mezzetti D D Properzi D | 2000 | Eur J Anaesthesiol2000,17,2: | 1 |
| 17 | A direct brainstemamygdala-cortical 'alarm' system for subliminal signals of fear显示文摘 | Liddell B.J Brown K.J Kemp A.H Barton M.J Das P Peduto A | | 0,,: | 1 |
| 18 | Magnetic resonance imaging in pachydermodactyly显示文摘 | Anandacoomarasamy A Bak HS Peduto A | 2005 | J Raheumatol2005,32,11: | 1 |
| 19 | Sevoflurane provides better recovery than propofol plus fentanyl in anesthesia for day- care surgery显示文摘 | Peduto VA Mezzetti D Properzi M | 2000 | Eur J Anesthesiol2000,17,2: | 1 |
| 20 | Molecular modeling studies, synthesis and biological activity of a series of novel bisnaphthalimides and their development as new DNA topoisomerase II inhibitors 显示文摘 | Filosa R Peduto A Micco SD | 2009 | Bioorg Med Chem2009,17,: | 1 |