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ANFIS-based soft computing models for forecasting effective drought index over an arid region of India 期刊论文
发表期刊: AQUA-WATER INFRASTRUCTURE ECOSYSTEMS AND SOCIETY. 出版年: 2023, 卷号: 72, 期号: 6, 页码: 930-946
作者:  Kikon, Ayilobeni;  Dodamani, B. M.;  Barma, Surajit Deb;  Naganna, Sujay Raghavendra
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
drought  EDI  forecasting  GA-ANFIS  GRNN  PSO-ANFIS  
Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity Prediction 期刊论文
发表期刊: COMPLEXITY. 出版年: 2022, 卷号: 2022
作者:  Shahabi, Mahmood;  Ghorbani, Mohammad Ali;  Naganna, Sujay Raghavendra;  Kim, Sungwon;  Hadi, Sinan Jasim;  Inyurt, Samed;  Farooque, Aitazaz Ahsan;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
Machine learning-based modeling of saturated hydraulic conductivity in soils of tropical semi-arid zone of India 期刊论文
发表期刊: SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES. 出版年: 2022, 卷号: 47, 期号: 1
作者:  More, Satish Bhaurao;  Deka, Paresh Chandra;  Patil, Amit Prakash;  Naganna, Sujay Raghavendra
收藏  |  浏览/下载：49/0  |  提交时间：2022/03/17
Saturated hydraulic conductivity  Guelph permeameter  ELM  SVM  ANFIS  
Hybrid wavelet packet machine learning approaches for drought modeling 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2020, 卷号: 79, 期号: 10
作者:  Das, Prabal;  Naganna, Sujay Raghavendra;  Deka, Paresh Chandra;  Pushparaj, Jagalingam
收藏  |  浏览/下载：19/0  |  提交时间：2021/01/07
Drought  SPI  Machine learning  ANN  SVR  WP-ANN  WP-SVR  
Multiple AI model integration strategy-Application to saturated hydraulic conductivity prediction from easily available soil properties 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2020, 卷号: 196
作者:  Kashani, Mahsa H.;  Ghorbani, Mohammad Ali;  Shahabi, Mahmood;  Naganna, Sujay Raghavendra;  Diop, Lamine
收藏  |  浏览/下载：25/0  |  提交时间：2020/03/23
Saturated hydraulic conductivity  Extreme learning machine  Multiple model strategy  Multivariate adaptive regression splines  M5Tree  Support vector machine  Prediction  
Dew Point Temperature Estimation: Application of Artificial Intelligence Model Integrated with Nature-Inspired Optimization Algorithms 期刊论文
发表期刊: WATER. 出版年: 2019, 卷号: 11, 期号: 4
作者:  Naganna, Sujay Raghavendra;  Deka, Paresh Chandra;  Ghorbani, Mohammad Ali;  Biazar, Seyed Mostafa;  Al-Ansari, Nadhir;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：21/0  |  提交时间：2019/11/29
dew point temperature  firefly algorithm  gravitational search algorithm  humid climate  hybrid models  nature-inspired optimization  semi-arid region