Marcus R. Frean

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 2

Top Venues

FUSION

SSP

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Signal Inf. Process. over Networks

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Amr Morssy, Marcus R. Frean, Paul D. Teal
Informed Adaptive Sensing. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Praveen B. Choppala, Marcus R. Frean, Paul D. Teal
Resampling and Network Theory. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Praveen B. Choppala, Paul D. Teal, Marcus R. Frean
Adapting the multi-Bernoulli filter to phased array observations using MUSIC as pseudo-likelihood. FUSION (2014)
Praveen B. Choppala, Paul D. Teal, Marcus R. Frean
Particle filter parallelisation using random network based resampling. FUSION (2014)
Praveen B. Choppala, Marcus R. Frean, Paul D. Teal
Soft systematic resampling for accurate posterior approximation and increased information retention in particle filtering. SSP (2014)
Praveen B. Choppala, Paul D. Teal, Marcus R. Frean
Soft resampling for improved information retention in particle filtering. ICASSP (2013)
Gustav Eje Henter, Marcus R. Frean, W. Bastiaan Kleijn
Gaussian process dynamical models for nonparametric speech representation and synthesis. ICASSP (2012)
Rohitash Chandra, Marcus R. Frean, Mengjie Zhang
On the issue of separability for problem decomposition in cooperative neuro-evolution. Neurocomputing 87 (2012)
Rohitash Chandra, Marcus R. Frean, Mengjie Zhang
Crossover-based local search in cooperative co-evolutionary feedforward neural networks. Appl. Soft Comput. 12 (9) (2012)
Rohitash Chandra, Marcus R. Frean, Mengjie Zhang
Adapting modularity during learning in cooperative co-evolutionary recurrent neural networks. Soft Comput. 16 (6) (2012)
Rohitash Chandra, Marcus R. Frean, Mengjie Zhang, Christian W. Omlin
Encoding subcomponents in cooperative co-evolutionary recurrent neural networks. Neurocomputing 74 (17) (2011)
Rohitash Chandra, Marcus R. Frean, Mengjie Zhang
Modularity adaptation in cooperative coevolution of feedforward neural networks. IJCNN (2011)
Rohitash Chandra, Marcus R. Frean, Mengjie Zhang
A memetic framework for cooperative coevolution of recurrent neural networks. IJCNN (2011)
Rohitash Chandra, Marcus R. Frean, Mengjie Zhang
An Encoding Scheme for Cooperative Coevolutionary Feedforward Neural Networks. Australasian Conference on Artificial Intelligence (2010)
Rohitash Chandra, Marcus R. Frean, Luc Rolland
A meta-heuristic paradigm for solving the forward kinematics of 6-6 general parallel manipulator. CIRA (2009)
Gareth Baxter, Marcus R. Frean
Software graphs and programmer awareness CoRR (2008)
Marcus R. Frean, Phillip Boyle
Using Gaussian Processes to Optimize Expensive Functions. Australasian Conference on Artificial Intelligence (2008)
Gareth Baxter, Marcus R. Frean, James Noble, Mark Rickerby, Hayden Smith, Matt Visser, Hayden Melton, Ewan D. Tempero
Understanding the shape of Java software. OOPSLA (2006)
Marcus Gallagher, Marcus R. Frean
Population-Based Continuous Optimization, Probabilistic Modelling and Mean Shift. Evol. Comput. 13 (1) (2005)
Matthew Lilley, Marcus R. Frean
Neural Networks: A Replacement for Gaussian Processes? IDEAL (2005)
Alex Potanin, James Noble, Marcus R. Frean, Robert Biddle
Scale-free geometry in OO programs. Commun. ACM 48 (5) (2005)
Phillip Boyle, Marcus R. Frean
Dependent Gaussian Processes. NIPS (2004)
Marcus R. Frean, Edward R. Abraham
A voter model of the spatial prisoner's dilemma. IEEE Trans. Evol. Comput. 5 (2) (2001)
Llew Mason, Jonathan Baxter, Peter L. Bartlett, Marcus R. Frean
Boosting Algorithms as Gradient Descent. NIPS (1999)
Marcus Gallagher, Marcus R. Frean, Tom Downs
Real-valued Evolutionary Optimization using a Flexible Probability Density Estimator. GECCO (1999)
Anthony V. Robins, Marcus R. Frean
Local Learning Algorithms for Sequential Tasks in Neural Networks. J. Adv. Comput. Intell. Intell. Informatics 2 (6) (1998)
Anthony V. Robins, Marcus R. Frean
Learning and Generalisation in a Stable Network. ICONIP (1) (1997)
Marcus R. Frean
A "Thermal" Perceptron Learning Rule. Neural Comput. 4 (6) (1992)

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Publication Activity (10 Years)

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Marcus R. Frean