Mahesan Niranjan
Mahesan Niranjan
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On-line Q-learning using connectionist systems
GA Rummery, M Niranjan
University of Cambridge, Department of Engineering 37, 20, 1994
A function estimation approach to sequential learning with neural networks
V Kadirkamanathan, M Niranjan
Neural computation 5 (6), 954-975, 1993
A theoretical investigation into the performance of the Hopfield model
SVB Aiyer, M Niranjan, F Fallside
IEEE transactions on neural networks 1 (2), 204-215, 1990
Sequential Monte Carlo methods to train neural network models
JFG de Freitas, M Niranjan, AH Gee, A Doucet
Neural computation 12 (4), 955-993, 2000
Neural networks and radial basis functions in classifying static speech patterns
M Niranjan, F Fallside
Computer Speech & Language 4 (3), 275-289, 1990
Data-dependent kernels in SVM classification of speech patterns
N Smith, M Niranjan
Hierarchical Bayesian models for regularization in sequential learning
JFG Freitas, M Niranjan, AH Gee
Neural computation 12 (4), 933-953, 2000
Trendminer: An architecture for real time analysis of social media text
D Preotiuc-Pietro, S Samangooei, T Cohn, N Gibbins, M Niranjan
Proceedings of the International AAAI Conference on Web and Social Media 6 (1), 2012
On acoustic emotion recognition: compensating for covariate shift
A Hassan, R Damper, M Niranjan
IEEE Transactions on Audio, Speech, and Language Processing 21 (7), 1458-1468, 2013
Financial news predicts stock market volatility better than close price
A Atkins, M Niranjan, E Gerding
The Journal of Finance and Data Science 4 (2), 120-137, 2018
Realisable Classifiers: Improving Operating Performance on Variable Cost Problems.
MJJ Scott, M Niranjan, RW Prager
BMVC, 1-10, 1998
Sequential adaptation of radial basis function neural networks and its application to time-series prediction
V Kadirkamanathan, M Niranjan, F Fallside
Advances in Neural Information Processing Systems, 721-727, 1991
Simultaneous pursuit of out-of-sample performance and sparsity in index tracking portfolios
A Takeda, M Niranjan, J Gotoh, Y Kawahara
Computational Management Science 10 (1), 21-49, 2013
Deep cascade learning
ES Marquez, JS Hare, M Niranjan
IEEE transactions on neural networks and learning systems 29 (11), 5475-5485, 2018
A probabilistic model for the extraction of expression levels from oligonucleotide arrays
M Milo, A Fazeli, M Niranjan, ND Lawrence
Biochemical Society Transactions 31 (6), 1510-1512, 2003
Parametric subspace modeling of speech transitions
K Reinhard, M Niranjan
Speech Communication 27 (1), 19-42, 1999
Sequential Monte Carlo methods for optimisation of neural network models
JFG De Freitas, M Niranjan, AH Gee, A Doucet
Cambridge University Engineering Department, Cambridge, England, Technical …, 1998
Sequential tracking in pricing financial options using model based and neural network approaches
M Niranjan
Advances in neural information processing systems 9, 960-966, 1996
Fully vector-quantized neural network-based code-excited nonlinear predictive speech coding
L Wu, M Niranjan, F Fallside
IEEE transactions on speech and audio processing 2 (4), 482-489, 1994
Asymptotic mean and variance of Gini correlation for bivariate normal samples
W Xu, YS Hung, M Niranjan, M Shen
IEEE Transactions on Signal Processing 58 (2), 522-534, 2009
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