Search Results - "Bisoi, R."

Data decomposition based fast reduced kernel extreme learning machine for currency exchange rate forecasting and trend analysis by Das, P.P., Bisoi, R., Dash, P.K.

“…•Kernel Extreme Learning Machine (KELM) is used to forecast Currency Exchange rate and Trend.•A fast reduced version of KELM reduces execution time using…”
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A Hybrid Time Frequency Response and Fuzzy Decision Tree for Non-stationary Signal Analysis and Pattern Recognition by Nayak, N. R., Dash, P. K., Bisoi, R.

“…A Fourier kernel based time-frequency transform is a proven candidate for non-stationary signal analysis and pattern recognition because of its ability to…”
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Times Series Forecasting using Chebyshev Functions based Locally Recurrent neuro-Fuzzy Information System by Parida, A. K., Bisoi, R., Dash, P. K., Mishra, S.

“…The model proposed in this paper, is a hybridization of fuzzy neural network (FNN) and a functional link neural system for time series data prediction. The…”
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Chebyshev polynomial functions based locally recurrent neuro-fuzzy information system for prediction of financial and energy market data by Parida, A.K., Bisoi, R., Dash, P.K.

“…In this paper Chebyshev polynomial functions based locally recurrent neuro-fuzzy information system is presented for the prediction and analysis of financial…”
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An EMD Based Polynomial Kernel Methodology for superior Wind Power Prediction by Mishra, S. P., Patnaik, R.K., Dash, P. K., Bisoi, R., Naik, J.

“…This paper proposes low complexity Empirical mode decomposition trained by Kernel based (KEMD) algorithm for wind power prediction for various time horizon…”
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A low complexity evolutionary computationally efficient recurrent Functional link Neural Network for time series forecasting by Rout, Ajit Kumar, Bisoi, R., Dash, P. K.

“…The paper presents a low complexity recurrent Functional link Artificial Neural Network for predicting the time series data like the stock market indices over…”
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Financial time series prediction using a hybrid functional link fuzzy neural network trained by adaptive unscented kalman filter by Parida, A. K., Bisoi, R., Dash, P. K., Mishra, S.

“…The model proposed in this paper, is a hybridization of fuzzy neural network (FNN) and a functional link neural system for currency exchange rate prediction…”
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Classification of power quality data using decision tree and chemotactic differential evolution based fuzzy clustering by Biswal, B., Behera, H.S., Bisoi, R., Dash, P.K.

“…This paper presents a new approach for processing various non-stationary power quality waveforms through a Fast S-Transform with modified Gaussian window to…”
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Mining of electricity prices in energy markets using a computationally efficient neural network by Bisoi, R., Dash, P. K., Padhee, V., Naeem, M. H.

“…This paper presents a computationally efficient neural network for electricity price forecasting in an Energy market. The proposed neural network is somewhat…”
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Particle Swarm Optimization based Local Linear Wavelet Neural Network for forecasting electricity prices by Chakravarty, S., Nayak, M., Bisoi, R.

“…This paper proposes a Local Linear Wavelet Neural Network (LLWNN) - a combination of Artificial Neural Network and Local Linear Wavelet Technique-to predict…”
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