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1

A combination of artificial neural network and random walk models for financial time series forecasting

Ratnadip Adhikari, R. K. Agrawal

Journal:

Neural Computing and Applications

Year:

2014

Language:

english

File:

PDF, 436 KB

english, 2014

2

Time Series Forecasting Using Hybrid ARIMA and ANN Models Based on DWT Decomposition

Khandelwal, Ina, Adhikari, Ratnadip, Verma, Ghanshyam

Journal:

Procedia Computer Science

Year:

2015

Language:

english

File:

PDF, 344 KB

english, 2015

3

[IEEE 2012 1st International Conference on Recent Advances in Information Technology (RAIT) - Dhanbad, India (2012.03.15-2012.03.17)] 2012 1st International Conference on Recent Advances in Information Technology (RAIT) - Combining multiple time series models through a robust weighted mechanism

Adhikari, Ratnadip, Agrawal, R. K.

Year:

2012

Language:

english

File:

PDF, 146 KB

english, 2012

4

Performance evaluation of weights selection schemes for linear combination of multiple forecasts

Adhikari, Ratnadip, Agrawal, R. K.

Journal:

Artificial Intelligence Review

Year:

2014

Language:

english

File:

PDF, 844 KB

english, 2014

5

A linear hybrid methodology for improving accuracy of time series forecasting

Adhikari, Ratnadip, Agrawal, R. K.

Journal:

Neural Computing and Applications

Year:

2014

Language:

english

File:

PDF, 640 KB

english, 2014

6

A meticulous study of various medium access control protocols for wireless sensor networks

Adhikari, Ratnadip

Journal:

Journal of Network and Computer Applications

Year:

2014

Language:

english

File:

PDF, 1.28 MB

english, 2014

7

A neural network based linear ensemble framework for time series forecasting

Adhikari, Ratnadip

Journal:

Year:

2015

Language:

english

File:

PDF, 690 KB

english, 2015

8

A mutual association based nonlinear ensemble mechanism for time series forecasting

Adhikari, Ratnadip

Journal:

Applied Intelligence

Year:

2015

Language:

english

File:

PDF, 1.67 MB

english, 2015

9

[IEEE 2015 2nd International Conference on Signal Processing and Integrated Networks (SPIN) - Noida, Delhi-NCR, India (2015.2.19-2015.2.20)] 2015 2nd International Conference on Signal Processing and Integrated Networks (SPIN) - Forecasting seasonal time series with Functional Link Artificial Neural Network

Khandelwal, Ina, Satija, Udit, Adhikari, Ratnadip

Year:

2015

Language:

english

File:

PDF, 214 KB

english, 2015

10

A Model Ranking Based Selective Ensemble Approach for Time Series Forecasting

Adhikari, Ratnadip, Verma, Ghanshyam, Khandelwal, Ina

Journal:

Procedia Computer Science

Year:

2015

Language:

english

File:

PDF, 359 KB

english, 2015

11

Hybridization of Artificial Neural Network and Particle Swarm Optimization Methods for Time Series Forecasting

Adhikari, Ratnadip, Agrawal, R. K.

Journal:

International Journal of Applied Evolutionary Computation

Year:

2013

Language:

english

File:

PDF, 1.12 MB

english, 2013

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