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| 1 | GIS-based landslide susceptibility modeling:A comparison between fuzzy multi-criteria and machine learning algorithms显示文摘Hazards and disasters have always negative impacts on the way of life.Landslide is an overwhelming natural as well as man-made disaster that causes loss of natural resources and human properties throughout theworld.The present study aimed to assess and compare the prediction efficiency of different models in landslide susceptibility in the Kysuca river basin,Slovakia.In this regard,the fuzzy decision-making trial and evaluation laboratory combining with the analytic network process(FDEMATEL-ANP),Naïve Bayes(NB)classifier,and random forest(RF)classifier were considered.Initially,a landslide inventory map was produced with 2000 landslide and nonlandslide points by randomly dividedwith a ratio of 70%:30%for training and testing,respectively.The geospatial database for assessing the landslide susceptibility was generated with the help of 16 landslide conditioning factors by allowing for topographical,hydrological,lithological,and land cover factors.The ReliefF methodwas considered for determining the significance of selected conditioning factors and inclusion in the model building.Consequently,the landslide susceptibility maps(LSMs)were generated using the FDEMATEL-ANP,Naïve Bayes(NB)classifier,and random forest(RF)classifier models.Finally,the area under curve(AUC)and different arithmetic evaluation were used for validating and comparing the results and models.The results revealed that random forest(RF)classifier is a promising and optimum model for landslide susceptibility in the study area with a very high value of area under curve(AUC=0.954),lower value of mean absolute error(MAE=0.1238)and root mean square error(RMSE=0.2555),and higher value of Kappa index(K=0.8435)and overall accuracy(OAC=92.2%). | Sk Ajim Ali Farhana Parvin Jana Vojteková Romulus Costache Nguyen Thi Thuy Linh Quoc Bao Pham Matej Vojtek Ljubomir Gigović Ateeque Ahmad Mohammad Ali Ghorbani | 2021 | Geoscience Frontiers2021，12，2： | 3 |
| 2 | Mammalian ras Interacts directly with these rine threonine kinaseraf显示文摘 | Hollen berg S M Cooper JA | 1993 | Cell1993，74，： | 1 |
| 3 | CAP is a bifunctional component of the Saccharomyces cerevisiae adenylyl cyclase complex显示文摘 | GERST J E FERGUSON K VOJTEK A | 1991 | Molecular and Cellular Biology1991，11，3： | 1 |
| 4 | Lysogenic transfer of group A Streptococcus superantigen gene among streptococci 显示文摘 | Vojtek I Pirzada ZA Henriques-Normark B | 2008 | J Infect Dis2008，197，2： | 1 |
| 5 | CAP is a bifunctional component of the Saccharomyces cerevisiae adenylyl cyclase complex显示文摘 | GERST J E Ferguson K Vojtek A | 1991 | Molecular and Cellular Biology1991，11，3： | 1 |
| 6 | Identification and characterization ofa cDNA encoding mouse CAP: a homologue of the yeast adenylyl cyclase associated protein显示文摘 | Vojtek A B Cooper J A | 1993 | J Cell Sci1993，105，： | 1 |
| 7 | Mammalian ras interacts directly with the serine/threonine kinase raf显示文摘 | Vojtek A B Hollenberg S M Cooper J A | 1993 | Cell1993，74，： | 1 |
| 8 | CAP is a bifunctional component of the Saccharomyces cerevisiae adenylyl cyclase complex显示文摘 | Gerst JE Ferguson K Vojtek A | 1991 | Mol Cell Biol1991，11，3： | 1 |
| 9 | Mammalian Ras interacts directly with the serine/threonine kinase Raf显示文摘 | Vojtek AB Hollenberg SM Cooper JA | 1993 | Cell1993，74，1： | 1 |
| 10 | Mammalian Ras Interacts Directly with the Serine/Threonine Kinase Raf 显示文摘 | Vojtek A B Hollenberg S M Cooper J A | 1993 | Cell1993，74，1： | 1 |
| 11 | Increasing complexity of the Ras signaling pathway 显示文摘 | Vojtek A B Der C J | 1998 | J Biol Chem1998，273，19： | 1 |
| 12 | Retinal Injury,Growth Factors,and Cytokines Converge on beta-Catenin and p Stat3 Signaling to Stimulate Retina Regeneration显示文摘 | Wan J Zhao XF Vojtek A | 2014 | Cell Rep2014，9，1： | 1 |
| 13 | CAP is a bifunetional compo- nent of the Saccharomyces cerevisiae adenylyl eyclase complex 显示文摘 | Gerst JE Ferguson K Vojtek A | 1991 | Molecu- lar and Cellular Biology1991，11，3： | 1 |
| 14 | Biological activities of selected polyphenol-rich fruits related to immunity and gastrointestinal health显示文摘 | Petko Denev Maria Kratchanova Milan Ciz Antonin Lojek Ondrej Vasicek Plamena Nedelcheva Denitsa Blazheva Reneta Toshkova Elena Gardeva Liliya Yossifova Pavel Hyrsl Libor Vojtek | 2014 | Food Chemistry2014，，： | 1 |
| 15 | CAP is a bifunctional component of the Saccharomyces cerevisiae adenylyl cyclase complex 显示文摘 | Gerst JE Ferguson K Vojtek A | 1991 | Mol Cell Biol1991，11，3： | 1 |
| 16 | Credit scoring methods 显示文摘 | VOJTEK M KOCENDA E | 2006 | Czech Journal of Economics and Finance2006，56，37： | 1 |
| 17 | Ground Water Flow Modelling Applications in Mining Hydrogeology显示文摘 | Nada Rapantova Arnost Grmela David Vojtek Josef Halir Bedrich Michalek | 2007 | Mine Water and the Environment2007，，4： | 1 |
| 18 | 湿法化学制备的超薄和极薄二氧化硅/硅膜的光学性能研究显示文摘二氧化硅薄膜至今依然属人们广泛研究的材料,这是因为当这种材料制备为高质量的超薄、极薄的氧化物时,可实际应用于不同方面,如超大规模集成电路(VLSI)的栅氧化层以及液晶显示屏(LCD)的生产。本文考察了厚度为3nm和5nm的极薄二氧化硅层的结构性质,这些薄层是通过适度掺杂n-型硅(100)晶片而形成。在形成氧化层之前用标准RCA方法清洁,并随后在氮气氛围中退火,部分样品在HCN溶液中钝化。本研究中用傅立叶变换红外光谱(FT-IR)技术获取了复合结构中不同类型的化学键信息。对SiO2钝化试样和非钝化试样中的Si-O-Si的不对称伸缩振动分别用纵光(LO)和横光(TO)模式进行了鉴别,发现TO模式位置(约1 107cm-1)和振幅与试样的厚度无关。另一方面,LO模式的位置从约1 230cm-1(厚度约为1.5nm)改变为1 244cm-1左右(厚度约为4.5nm)。根据红外光谱峰的偏移,认为超薄和极薄SiOx复合结构并不均匀。对红外光谱获得的结果进行了反褶积处理并获取相关信息。用次级离子质谱分析法(SIMS,Secondary Ion Mass Spectrometry)考察了试样的原子组成,发现NH键的数量也与技术条件相关。基于记录的试样X-反射率数据的理论处理结果,用原始方法确定了材料的结构性质、层密度、表面粗糙度以及相应界面,并将所得结果与原子力显微镜所获得的结果进行了对比和讨论。借助于深能阶瞬态光谱学中的电荷变形,证实HCN溶液对二氧化硅/硅界面密度的强钝化影响。钝化后,发现新形成的界面深处缺陷阱其密度可以忽略不计,这是因为其形成原因与钝化过程中在界面处引入的NH原子对存在相关。 | KOPANI M KOBAYASHI H TAKAHASHI M MIKULA M IMAMURA K VOJTEK P PINCIK E | 2012 | 冶金分析2012，32，10： | 1 |
| 19 | Regarding the Optical Properties of Porous Layers Prepared on Si Substrates显示文摘 | Emil Pincik Robert Brunner Hikaru Kobayashi Pavel Vojtek Zuzana Zabudla Milan Mikula Jan Gregus Michal Kucera | 2017 | Journal of Energy and Power Engineering2017，11，11： | 0 |
| 20 | Temperature Dependence of Photoluminescence of Porous Silicon显示文摘The photoluminescence(photoluminescence)spectra of PS(porous silicon)prepared via electrochemical etching are presented and analysed.The PL of samples was measured at various temperatures.The corresponding parameters of peaks(energy,intensity and FWHM)were calculated using a fitting procedure,where the PL spectrum was approximated by a set of Gaussian peaks.This model is based on the presumption that the emission of photons in the PL process represents independent events.The optimal number of peaks used in the model was estimated,where the residuum of the approximation was used as a criterion.The low thermal dependence of energies in the PL spectra(blue shift)indicates the strong influence of defects on the position of corresponding PL maxima.The observed increase of energies of peaks with temperature requires additional explanation. | Róbert Brunne Emil Pincik Michal Kucera Pavel Vojtek Zuzana Zábudlá | 2018 | Journal of Energy and Power Engineering2018，12，7： | 0 |
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