Items where Author is "Chandra, Rohitash"

Sharma, Anuraganand and Singh, Prabhat K. and Chandra, Rohitash (2022) SMOTified-GAN for class imbalanced pattern classification problems. IEEE Access, 10 . pp. 30655-30665. ISSN 2169-3536

Deo, Ratneel and Chandra, Rohitash (2019) Multi - step - ahead cyclone intensity prediction with Bayesian neural networks. [Conference Proceedings]

Wong , Gary and Sharma, Anuraganand and Chandra, Rohitash (2018) Information Collection Strategies In Memetic Cooperative Neuroevolution For Time Series Prediction. [Conference Proceedings]

Wong, Gary and Chandra, Rohitash and Sharma, Anuraganand (2016) Memetic cooperative neuro-evolution for chaotic time series prediction. [Conference Proceedings]

Chandra, Rohitash and Deo, Ratneel and Bali, Kavitesh and Sharma, Anuraganand (2016) On the relationship of degree of separability with depth of evolution in decomposition for cooperative coevolution. [Conference Proceedings]

Hussein, Shamina and Chandra, Rohitash and Sharma, Anuraganand (2016) Multi-step-ahead chaotic time series predication using coevolutionary recurrent neural networks. [Conference Proceedings]

Nand, Ravneil and Chandra, Rohitash (2016) Coevolutionary feature selection and reconstruction in neuro - evolution for time series prediction. In: Artificial Life and Computational Intelligence. Springer International Publishing, Switzerland, pp. 285-297. ISBN 9783319282695

Nand, Ravneil and Chandra, Rohitash (2016) Competitive island cooperative neuro - evolution of feedforward networks for time series prediction. In: Artificial Life and Computational Intelligence. Lecture Notes in Computer Science, 9592 . Springer International Publishing, Switzerland, pp. 285-297. ISBN 9783319282695

Nand, Ravneil and Chandra, Rohitash (2016) Reverse neuron level decomposition for cooperative neuro - evolution of feedforward networks for time series prediction. In: Artificial Life and Computational Intelligence. Lecture Notes in Computer Science, 9592 . Springer International Publishing, Switzerland, pp. 171-182. ISBN 9783319282695

Bali , Kavitesh and Chandra, Rohitash (2015) Multi - island competitive cooperative coevolution for real parameter global optimization. In: Neural Information Processing. Lecture Notes in Computer Science, 9491 . Springer International Publishing, Istanbul, Turkey , pp. 127-136. ISBN 978-3-319-26554-4

Chandra, Rohitash and Dayal, Kavina (2015) Coevolutionary recurrent neural networks for prediction of rapid intensification in wind intensity of tropical cyclones in the South Pacific region. In: Neural Information Processing. Lecture Notes in Computer Science, 9491 . Springer International Publishing, Switzerland, pp. 43-52. ISBN 978-3-319-26554-4

Bali, Kavitesh and Chandra, Rohitash and Omidvar, M.N. (2015) Competitive island - based cooperative coevolution for efficient optimization of large - scale fully - separable continuous functions. In: Neural Information Processing. Lecture Notes in Computer Science, 9491 . Springer International Publishing, Switzerland, pp. 137-147. ISBN 978-3-319-26554-4

Wong , Gary and Chandra, Rohitash (2015) Enhancing competitive island cooperative neuro - evolution through backpropagation for pattern classification. In: Neural Information Processing. Lecture Notes in Computer Science . Springer International Publishing, Switzerland, pp. 293-301. ISBN Print 978-3-319-26531-5 online 978-3-319-26532-2

Nand, Ravneil and Chandra, Rohitash (2015) Neuron - synapse level problem decomposition method for cooperative neuro - evolution of feedforward networks for time series prediction. In: Neural Information Processing. Lecture Notes in Computer Science . Springer International Publishing, Switzerland, pp. 90-100. ISBN 978-3-319-26554-4

Bali , Kavitesh and Chandra, Rohitash (2015) Scaling up multi - island competitive cooperative coevolution for real parameter global optimisation. In: AI 2015: Advances in Artificial Intelligence. Lecture Notes in Computer Science . Springer International Publishing, Switzerland, pp. 34-48. ISBN 978-3-319-26349-6

Chandra, Rohitash and Luc, R. (2015) Global – local population memetic algorithm for solving the forward kinematics of parallel manipulators. Connection Science, 27 . pp. 1-18. ISSN 0954-0091

Chandra, Rohitash and Dayal, Kavina and Rollings, Nicholas (2015) Application of cooperative neuro - evolution of Elman recurrent networks for a two - dimensional cyclone track prediction for the South Pacific region. [Conference Proceedings]

Chandra, Rohitash and Wong, Gary (2015) Competitive two - island cooperative co - evolution for training feedforward neural networks for pattern classification problems. [Conference Proceedings]

Rolland, L. and Chandra, Rohitash (2015) The forward kinematics of the 6 - 6 parallel manipulator using an evolutionary algorithm based on generalized generation gap with parent - centric crossover. Robotica, NA . pp. 1-22. ISSN 0263-5747

Chandra, Rohitash and Bali , Kavitesh (2015) Competitive two - island cooperative coevolution for real parameter global optimisation. [Conference Proceedings]

Chandra, Rohitash and Dayal, Kavina (2015) Cooperative neuro - evolution of Elman recurrent networks for tropical cyclone wind - intensity prediction in the South Pacific region. [Conference Proceedings]

Chandra, Rohitash (2015) Multi - objective cooperative neuro - evolution of recurrent neural networks for time series prediction. [Conference Proceedings]

Chandra, Rohitash (2014) Memetic cooperative coevolution of Elman recurrent neural networks. Soft Computing, 18 (8). pp. 1549-1559. ISSN 1432-7643

Chand, Shelvin and Chandra, Rohitash (2014) Cooperative coevolution of feed forward neural networks for financial time series problem. [Conference Proceedings]

Chand, Shelvin and Chandra, Rohitash (2014) Multi - objective cooperative coevolution of neural networks for time series prediction. [Conference Proceedings]

Chandra, Rohitash (2014) Competitive two - island cooperative coevolution for training Elman recurrent networks for time series prediction. [Conference Proceedings]

Chandra, Rohitash (2014) Competition and collaboration in cooperative coevolution of Elman recurrent neural networks for time - series prediction. Neural Networks and Learning Systems, 26 . 0-14. ISSN 2162-237X

Chandra, Rohitash (2013) Adaptive problem decomposition in cooperative coevolution of recurrent networks for time series prediction. [Conference Proceedings]

Chandra, Rohitash and Zhang, M. (2012) Cooperative coevolution of Elman recurrent neural networks for chaotic time series prediction. Neurocomputing, 86 . pp. 116-123. ISSN 0925-2312

Chandra, Rohitash and Frean, M. and Zhang, M. (2011) Memetic Cooperative Co-evolutionary Recurrent Neural Networks. Soft Computing, N/A . N/A-N/A. ISSN 1432-7643