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Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Pal, Subodh Chandra;  Saha, Asish;  Chowdhuri, Indrajit;  Adeli, Behzad;  Janizadeh, Saeid;  Dineva, Adrienn A.;  Wang, Xiaojing;  Mosavi, Amirhosein
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
Groundwater potential mapping  groundwater management  hybrid deep learning  deep boosting  ROC-AUC  artificial intelligence  
Amalgamation of Machine Learning and Slice-by-Slice Registration of MRI for Early Prognosis of Cognitive Decline 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 114-130
作者:  Jain, Manju;  Rai, C. S.;  Jain, Jai;  Gambhir, Deepak
收藏  |  浏览/下载：31/0  |  提交时间：2021/08/05
Brain atrophy  registration  Freesurfer  GLCM  texture features  FDR  decision support system  SVM  AdaBoost  Randomforest Bagging  KNN  Naive Bayes  classification  hyperparameters  GridsearchCV  Sklearn  Python  
Comparison of multi-criteria and artificial intelligence models for land-subsidence susceptibility zonation 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2021, 卷号: 284
作者:  Arabameri, Alireza;  Pal, Subodh Chandra;  Rezaie, Fatemeh;  Chakrabortty, Rabin;  Chowdhuri, Indrajit;  Blaschke, Thomas;  Ngo, Phuong Thao Thi
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
Land subsidence  Artificial intelligence  Iran  
Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naive Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 出版年: 2020, 卷号: 17, 期号: 8
作者:  Viet-Ha Nhu;  Shirzadi, Ataollah;  Shahabi, Himan;  Singh, Sushant K.;  Al-Ansari, Nadhir;  Clague, John J.;  Jaafari, Abolfazl;  Chen, Wei;  Miraki, Shaghayegh;  Dou, Jie;  Luu, Chinh;  Gorski, Krzysztof;  Binh Thai Pham;  Huu Duy Nguyen;  Bin Ahmad, Baharin
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/01
Shallow landslide  artificial intelligence  prediction accuracy  logistic model tree  goodness-of-fit  Iran  
New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed 期刊论文
发表期刊: FORESTS. 出版年: 2019, 卷号: 10, 期号: 9
作者:  Dieu Tien Bui;  Shirzadi, Ataollah;  Shahabi, Himan;  Geertsema, Marten;  Omidvar, Ebrahim;  Clague, John J.;  Binh Thai Pham;  Dou, Jie;  Asl, Dawood Talebpour;  Bin Ahmad, Baharin;  Lee, Saro
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
shallow landslide  machine learning  goodness-of-fit  factor selection  GIS  Iran  
Single slice based detection for Alzheimer’s disease via wavelet entropy and multilayer perceptron trained by biogeography-based optimization 期刊论文
发表期刊: MULTIMEDIA TOOLS AND APPLICATIONS. 出版年: 2018, 卷号: 77, 期号: 9, 页码: 10393-10417
作者:  Wang, Shui-Hua;  Zhang, Yin;  Li, Yu-Jie;  Jia, Wen-Juan;  Liu, Fang-Yuan;  Yang, Meng-Meng;  Zhang, Yu-Dong
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
Pathological brain detection  Inter-class variance  Alzheimer’s disease  Wavelet entropy  Multilayer perceptron  Biogeography-based optimization  
Mapping flood susceptibility in an arid region of southern Iraq using ensemble machine learning classifiers: a comparative study 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2018, 卷号: 11, 期号: 9
作者:  Al-Abadi, Alaa M.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/29
Information gain ratio  Maysan  ROC  Flood  Binary classifiers  
Laplace Beltrami eigen value based classification of normal and Alzheimer MR images using parametric and non-parametric classifiers 期刊论文
发表期刊: EXPERT SYSTEMS WITH APPLICATIONS. 出版年: 2016, 卷号: 59, 页码: 208-216
作者:  Ramaniharan, Anandh Kilpattu;  Manoharan, Sujatha Chinnaswamy;  Swaminathan, Ramakrishnan
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
Alzheimer’s disease  Corpus callosum  Laplace Beltrami eigen values  Machine learning techniques  
Longitudinal Analysis of Image Time Series with Diffeomorphic Deformations: A Computational Framework Based on Stationary Velocity Fields 期刊论文
发表期刊: FRONTIERS IN NEUROSCIENCE. 出版年: 2016, 卷号: 10
作者:  Hadj-Hamou, Mehdi;  Lorenzi, Marco;  Ayache, Nicholas;  Pennec, Xavier
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
deformation-based morphometry  non-linear registration  longitudinal study  diffeomorphism parametrized by stationary velocity fields  statistical analysis  reproducible research  
Deep MRI brain extraction: A 3D convolutional neural network for skull stripping 期刊论文
发表期刊: NEUROIMAGE. 出版年: 2016, 卷号: 129, 页码: 460-469
作者:  Kleesiek, Jens;  Urban, Gregor;  Hubert, Alexander;  Schwarz, Daniel;  Maier-Hein, Klaus;  Bendszus, Martin;  Biller, Armin
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
MRI  Brain extraction  Brain mask  Skull stripping  Deep learning  Convolutional networks