Concepedia

Mahesan Niranjan

MN

87

Publications

3.9K

Citations

33

H-Index

1989

Active since

Affiliations

University of Southampton(Current)

University of Cambridge

University of Sheffield

Bridge University

Mahesan Niranjan is an author at University of Southampton specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePattern RecognitionDeep LearningKnowledge DiscoverySpeech RecognitionStatisticsSpeech Processing

Publications per year

1989–2024

87

Publications

87

A Function Estimation Approach to Sequential Learning with Neural Networks

Visakan Kadirkamanathan, Mahesan Niranjan · Neural Computation · 1993 · 460 citations

Artificial Intelligence, Model Optimization, Incremental Learning +12

A theoretical investigation into the performance of the Hopfield model

S.V.B. Aiyer, Mahesan Niranjan, F. Fallside · IEEE Transactions on Neural Networks · 1990 · 382 citations

Sequential Monte Carlo Methods to Train Neural Network Models

Jordan Freitas, Mahesan Niranjan, Andrew H. Gee · Neural Computation · 2000 · 217 citations

Model Optimization, Engineering, Machine Learning +13

Financial news predicts stock market volatility better than close price

Adam Atkins, Mahesan Niranjan, Enrico Gerding · The Journal of Finance and Data Science · 2018 · 161 citations · Full text

Volatility Modeling, Engineering, Machine Learning +23

On Acoustic Emotion Recognition: Compensating for Covariate Shift

Ali Hassan, R.I. Damper, Mahesan Niranjan · IEEE Transactions on Audio Speech and Language Processing · 2013 · 116 citations

Music, Engineering, Machine Learning +23

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