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ORCIDSarat Chandra Nayak
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2020 – today
- 2024
[j16]Sarat Chandra Nayak
, Satchidananda Dehuri, Sung-Bae Cho:
Expediting Prediction Accuracy with Exploration and Incorporation of Virtual Data. SN Comput. Sci. 5(5): 545 (2024)- [j15]Sudersan Behera, A V. S. Pavan Kumar, Sarat Chandra Nayak:
Improved Set Algebra-Based Heuristic Technique for Training Multiplicative Functional Link Artificial Neural Networks for Financial Time Series Forecasting. SN Comput. Sci. 5(5): 567 (2024) - [j14]Sarat Chandra Nayak, Subhranginee Das, Bijan Bihari Misra, Sung-Bae Cho:
Estimation of compressive strength of concrete cement using random vector functional link networks: a case study. Soft Comput. 28(15-16): 8641-8656 (2024) - 2023
- [j13]Sarat Chandra Nayak, Subhranginee Das, Satchidananda Dehuri, Sung-Bae Cho:
An Elitist Artificial Electric Field Algorithm Based Random Vector Functional Link Network for Cryptocurrency Prices Forecasting. IEEE Access 11: 57693-57716 (2023) - [j12]Ch. Sanjeev Kumar Dash, Sarat Chandra Nayak, Ajit Kumar Behera, Satchidananda Dehuri:
An artificial electric field algorithm-based neuro-fuzzy predictor for estimation of compressive strength of concrete structures: A machine learning approach. Informatica (Slovenia) 47(5) (2023) - [c4]Sudersan Behera, A V. S. Pavan Kumar, Sarat Chandra Nayak:
Improved firefly based pi-sigma neural network for gold price prediction. OCIT 2023: 202-207 - 2022
- [j11]Sarat Chandra Nayak, Satchidananda Dehuri, Sung-Bae Cho:
Intelligent Financial Forecasting With an Improved Chemical Reaction Optimization Algorithm Based Dendritic Neuron Model. IEEE Access 10: 130921-130943 (2022) - [j10]Sarat Chandra Nayak:
Bitcoin closing price movement prediction with optimal functional link neural networks. Evol. Intell. 15(3): 1825-1839 (2022) - [j9]Kishore Kumar Sahu, Sarat Chandra Nayak, Himansu Sekhar Behera:
Extreme Learning With Metaheuristic Optimization for Exchange Rate Forecasting. Int. J. Swarm Intell. Res. 13(1): 1-25 (2022) - [c3]Sarat Chandra Nayak, Satchidananda Dehuri, Sung-Bae Cho:
ELMVDP: extreme learning based virtual data position exploration and incorporation method for escalation of time series forecasting accuracy. OCIT 2022: 129-133 - [c2]Ch. Sanjeev Kumar Dash, Ajit Kumar Behera, Sarat Chandra Nayak, Satchidananda Dehuri, Jasaswi Prasad Mohanty:
Estimation of Air Quality Index of Brajarajnagar and Talcher Industrial Region of Odisha State: A Higher Order Neural Network Approach. OCIT 2022: 176-180 - 2021
- [j8]Sarat Chandra Nayak:
Artificial chemical reaction optimisation of recurrent functional link neural networks for efficient modelling and forecasting of financial time series. Int. J. Autom. Control. 15(6): 669-691 (2021) - [c1]Sarat Chandra Nayak, Ch. Sanjeev Kumar Dash, Ajit Kumar Behera, Bijan Bihari Mishra:
A machine learning approach for estimating compressive strength of concrete structures using an artificial electric field algorithm-based neuro-fuzzy predictor. OCIT 2021: 229-233 - 2020
- [j7]Kishore Kumar Sahu, Sarat Chandra Nayak, Himansu Sekhar Behera:
Forecasting currency exchange rate time series with fireworks-algorithm-based higher order neural network with special attention to training data enrichment. Comput. Sci. 21(4) (2020) - [j6]Sarat Chandra Nayak:
A fireworks algorithm based Pi-Sigma neural network (FWA-PSNN) for modelling and forecasting chaotic crude oil price time series. EAI Endorsed Trans. Energy Web 7(28): e2 (2020)
2010 – 2019
- 2019
- [j5]Sarat Chandra Nayak, Bijan Bihari Misra, Himansu Sekhar Behera:
ACFLN: artificial chemical functional link network for prediction of stock market index. Evol. Syst. 10(4): 567-592 (2019) - [j4]Ch. Sanjeev Kumar Dash, Ajit Kumar Behera, Sarat Chandra Nayak, Satchidananda Dehuri, Sung-Bae Cho:
An Integrated CRO and FLANN Based Classifier for a Non-Imputed and Inconsistent Dataset. Int. J. Artif. Intell. Tools 28(3): 1950013:1-1950013:32 (2019) - [j3]Sarat Chandra Nayak, Bijan Bihari Misra, Himansu Sekhar Behera:
Efficient financial time series prediction with evolutionary virtual data position exploration. Neural Comput. Appl. 31(S-2): 1053-1074 (2019) - [j2]Sarat Chandra Nayak:
Escalation of Forecasting Accuracy through Linear Combiners of Predictive Models. EAI Endorsed Trans. Scalable Inf. Syst. 6(22): e2 (2019) - 2016
- [j1]Sarat Chandra Nayak, Bijan Bihari Misra, Himansu Sekhar Behera:
An Adaptive Second Order Neural Network with Genetic-Algorithm-based Training (ASONN-GA) to Forecast the Closing Prices of the Stock Market. Int. J. Appl. Metaheuristic Comput. 7(2): 39-57 (2016)
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