Manish Kumar

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Publications

Citations

1.8K

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Active since

2002

Affiliations

Govind Ballabh Pant University of Agriculture and Technology(Current)

Mansoura University

University of Lisbon

Duke University

Indian Institute of Technology Madras

Manish Kumar is an author at Govind Ballabh Pant University of Agriculture and Technology specializing in natural resources, hydrology, and machine learning.

ORCID

Publications per year

2002–2024

Publications

Forecasting Stock Index Movement: A Comparison of Support Vector Machines and Random Forest

Manish Kumar, M. Thenmozhi · SSRN Electronic Journal · 2006 · 238 citations · Full text

Computing, Finance, Forecasting +16

Groundwater level prediction using machine learning algorithms in a drought-prone area

Quoc Bao Pham, Manish Kumar, Fabio Di Nunno et al. · Neural Computing and Applications · 2022 · 199 citations

Natural Resources, Earth Sciences, Hydrology +14

Forecasting stock index returns using ARIMA-SVM, ARIMA-ANN, and ARIMA-random forest hybrid models

Manish Kumar, M. Thenmozhi · International Journal of Banking Accounting and Finance · 2014 · 131 citations

Computing, Finance, Financial Management +17

Optimization techniques applied to multiple manipulators for path planning and torque minimization

Devendra P. Garg, Manish Kumar · Engineering Applications of Artificial Intelligence · 2002 · 130 citations

Engineering, Mechanical Engineering, Robotics Engineering +17

Prediction of meteorological drought and standardized precipitation index based on the random forest (RF), random tree (RT), and Gaussian process regression (GPR) models

Ahmed Elbeltagi, Chaitanya B. Pande, Manish Kumar et al. · Environmental Science and Pollution Research · 2023 · 127 citations

Natural Sciences, Earth Sciences, Meteorology +17

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