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ORCIDMarcus Frean
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- affiliation: Victoria University of Wellington, NZ
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Books and Theses
- 1990
[b1]Marcus R. Frean:
Small nets and short paths : optimising neural computation. University of Edinburgh, UK, 1990
Journal Articles
- 2024
- [j18]Amr Morssy, Marcus R. Frean
, Paul D. Teal:
Informed Adaptive Sensing. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3230-3241 (2024) - 2023
- [j17]Chaitanya S. Gokhale, Marcus Frean, Paul B. Rainey:
Eco-evolutionary Logic of Mutualisms. Dyn. Games Appl. 13(4): 1066-1087 (2023) - 2022
- [j16]Murugaraj Odiathevar, Winston K. G. Seah, Marcus Frean, Alvin C. Valera:
An Online Offline Framework for Anomaly Scoring and Detecting New Traffic in Network Streams. IEEE Trans. Knowl. Data Eng. 34(11): 5166-5181 (2022) - [j15]Murugaraj Odiathevar, Winston K. G. Seah, Marcus Frean:
A Bayesian Approach To Distributed Anomaly Detection In Edge AI Networks. IEEE Trans. Parallel Distributed Syst. 33(12): 3306-3320 (2022) - [j14]Praveen Babu Choppala, Marcus R. Frean, Paul D. Teal:
Resampling and Network Theory. IEEE Trans. Signal Inf. Process. over Networks 8: 106-119 (2022) - 2021
- [j13]Sydney Shep, Marcus Frean, Rhys Owen, Rere-No-A-Rangi Pope, Pikihuia Reihana, Valerie Chan:
Indigenous frameworks for data-intensive humanities: recalibrating the past through knowledge engineering and generative modelling. J. Data Min. Digit. Humanit. 2021 (2021) - 2019
- [j12]Arindam Bhakta, Christopher Hollitt, Will N. Browne, Marcus Frean:
Utility function generated saccade strategies for robot active vision: a probabilistic approach. Auton. Robots 43(4): 947-966 (2019) - 2013
- [j11]Zakwan Al-Arnaout, Qiang Fu, Marcus Frean:
A divide-and-conquer approach for content replication in WMNs. Comput. Networks 57(18): 3914-3928 (2013) - 2012
- [j10]Rohitash Chandra, Marcus R. Frean, Mengjie Zhang:
Crossover-based local search in cooperative co-evolutionary feedforward neural networks. Appl. Soft Comput. 12(9): 2924-2932 (2012) - [j9]Rohitash Chandra, Marcus R. Frean, Mengjie Zhang:
On the issue of separability for problem decomposition in cooperative neuro-evolution. Neurocomputing 87: 33-40 (2012) - [j8]Rohitash Chandra, Marcus R. Frean, Mengjie Zhang:
Adapting modularity during learning in cooperative co-evolutionary recurrent neural networks. Soft Comput. 16(6): 1009-1020 (2012) - 2011
- [j7]Rohitash Chandra, Marcus R. Frean, Mengjie Zhang, Christian W. Omlin:
Encoding subcomponents in cooperative co-evolutionary recurrent neural networks. Neurocomputing 74(17): 3223-3234 (2011) - 2005
- [j6]Alex Potanin, James Noble, Marcus R. Frean, Robert Biddle:
Scale-free geometry in OO programs. Commun. ACM 48(5): 99-103 (2005) - [j5]Marcus Gallagher, Marcus R. Frean:
Population-Based Continuous Optimization, Probabilistic Modelling and Mean Shift. Evol. Comput. 13(1): 29-42 (2005) - 2001
- [j4]Marcus R. Frean, Edward R. Abraham:
A voter model of the spatial prisoner's dilemma. IEEE Trans. Evol. Comput. 5(2): 117-121 (2001) - 1998
- [j3]Anthony V. Robins, Marcus R. Frean:
Local Learning Algorithms for Sequential Tasks in Neural Networks. J. Adv. Comput. Intell. Intell. Informatics 2(6): 221-227 (1998) - 1992
- [j2]Marcus R. Frean:
A "Thermal" Perceptron Learning Rule. Neural Comput. 4(6): 946-957 (1992) - 1990
- [j1]Marcus Frean:
The Upstart Algorithm: A Method for Constructing and Training Feedforward Neural Networks. Neural Comput. 2(2): 198-209 (1990)
Conference and Workshop Papers
- 2024
- [c34]Janel Huang, Murugaraj Odiathevar, Alvin C. Valera, Jyoti Sahni, Marcus Frean, Winston K. G. Seah:
Realtime BGP Anomaly Detection Using Graph Centrality Features. AINA (3) 2024: 222-233 - 2021
- [c33]Murugaraj Odiathevar, Duncan Cameron, Winston K. G. Seah, Marcus Frean, Alvin C. Valera:
Humans Learning from Machines: Data Science Meets Network Management. COMSNETS 2021: 421-428 - 2019
- [c32]Murugaraj Odiathevar, Winston K. G. Seah, Marcus Frean:
A Hybrid Online Offline System for Network Anomaly Detection. ICCCN 2019: 1-9 - 2018
- [c31]Aisha Ajmal, Christopher Hollitt, Marcus Frean, Harith Al-Sahaf:
A Comparison of RGB and HSV Colour Spaces for Visual Attention Models. IVCNZ 2018: 1-6 - [c30]Mashall Aryan, Marcus Frean, John Lewis:
Sample-Efficient Optimization Using Bayesian Neural Networks. IVCNZ 2018: 1-11 - 2017
- [c29]David Balduzzi, Marcus Frean, Lennox Leary, J. P. Lewis, Kurt Wan-Duo Ma, Brian McWilliams:
The Shattered Gradients Problem: If resnets are the answer, then what is the question? ICML 2017: 342-350 - [c28]Aisha Ajmal, Christopher Hollitt, Marcus Frean:
Active shift attention based object tracking system. IVCNZ 2017: 1-5 - [c27]Kurt Wan-Duo Ma, J. P. Lewis, Marcus Frean, David Balduzzi:
Back To RGB: Deep articulated hand pose estimation from a single camera image. IVCNZ 2017: 1-6 - 2014
- [c26]Praveen Babu Choppala, Paul D. Teal, Marcus R. Frean:
Particle filter parallelisation using random network based resampling. FUSION 2014: 1-8 - [c25]Praveen Babu Choppala, Paul D. Teal, Marcus R. Frean:
Adapting the multi-Bernoulli filter to phased array observations using MUSIC as pseudo-likelihood. FUSION 2014: 1-8 - [c24]Zakwan Al-Arnaout, Qiang Fu, Marcus Frean:
On the placement of web content replicas in WMNs. ICC 2014: 3094-3099 - [c23]Zakwan Al-Arnaout, Qiang Fu, Marcus Frean:
An efficient replica placement heuristic for community WMNs. PIMRC 2014: 2076-2081 - [c22]Praveen Babu Choppala, Marcus R. Frean, Paul D. Teal:
Soft systematic resampling for accurate posterior approximation and increased information retention in particle filtering. SSP 2014: 260-263 - [c21]Zakwan Al-Arnaout, Qiang Fu, Marcus Frean:
On the local popularity impact on object replica placement over WMNs. WoWMoM 2014: 1-3 - 2013
- [c20]Praveen Babu Choppala, Paul D. Teal, Marcus R. Frean:
Soft resampling for improved information retention in particle filtering. ICASSP 2013: 4036-4040 - [c19]Arindam Bhakta, Marcus Frean, Christopher Hollitt, Will N. Browne:
Trading off salience and uncertainty in sampling a visual scene. IVCNZ 2013: 236-241 - [c18]Zakwan Al-Arnaout, Jonathan Hart, Qiang Fu, Marcus Frean:
Link-Quality Aware Object Replication and Placement for Multi-hop Wireless Mesh Networks. MASCOTS 2013: 465-474 - [c17]Zakwan Al-Arnaout, Qiang Fu, Marcus Frean:
Exploiting graph partitioning for hierarchical replica placement in WMNs. MSWiM 2013: 5-14 - 2012
- [c16]Gustav Eje Henter, Marcus R. Frean, W. Bastiaan Kleijn:
Gaussian process dynamical models for nonparametric speech representation and synthesis. ICASSP 2012: 4505-4508 - [c15]Anna Friedlander, Marcus Frean, Melanie Johnston-Hollitt, Christopher Hollitt:
Latent Dirichlet allocation for image segmentation and source finding in radio astronomy images. IVCNZ 2012: 429-434 - [c14]Zakwan Al-Arnaout, Jonathan Hart, Qiang Fu, Marcus Frean:
MP-DNA: A novel distributed replica placement heuristic for WMNs. LCN 2012: 593-600 - [c13]Zakwan Al-Arnaout, Qiang Fu, Marcus Frean:
A content replication scheme for wireless mesh networks. NOSSDAV 2012: 39-44 - 2011
- [c12]Rohitash Chandra, Marcus R. Frean, Mengjie Zhang:
A memetic framework for cooperative coevolution of recurrent neural networks. IJCNN 2011: 673-680 - [c11]Rohitash Chandra, Marcus R. Frean, Mengjie Zhang:
Modularity adaptation in cooperative coevolution of feedforward neural networks. IJCNN 2011: 681-688 - [c10]Zakwan Al-Arnaout, Qiang Fu, Marcus Frean:
A novel distributed content replication and placement scheme for Wireless Mesh Networks. ATNAC 2011: 1-6 - 2010
- [c9]Rohitash Chandra, Marcus R. Frean, Mengjie Zhang:
An Encoding Scheme for Cooperative Coevolutionary Feedforward Neural Networks. Australasian Conference on Artificial Intelligence 2010: 253-262 - 2009
- [c8]Rohitash Chandra, Marcus R. Frean, Luc Rolland:
A meta-heuristic paradigm for solving the forward kinematics of 6-6 general parallel manipulator. CIRA 2009: 171-176 - 2008
- [c7]Marcus R. Frean, Phillip Boyle:
Using Gaussian Processes to Optimize Expensive Functions. Australasian Conference on Artificial Intelligence 2008: 258-267 - 2006
- [c6]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: 397-412 - 2005
- [c5]Matthew Lilley, Marcus R. Frean:
Neural Networks: A Replacement for Gaussian Processes? IDEAL 2005: 195-202 - 2004
- [c4]Phillip Boyle, Marcus R. Frean:
Dependent Gaussian Processes. NIPS 2004: 217-224 - 1999
- [c3]Marcus Gallagher, Marcus R. Frean, Tom Downs:
Real-valued Evolutionary Optimization using a Flexible Probability Density Estimator. GECCO 1999: 840-846 - [c2]Llew Mason, Jonathan Baxter, Peter L. Bartlett, Marcus R. Frean:
Boosting Algorithms as Gradient Descent. NIPS 1999: 512-518 - 1997
- [c1]Anthony V. Robins, Marcus R. Frean:
Learning and Generalisation in a Stable Network. ICONIP (1) 1997: 314-317
Informal and Other Publications
- 2017
- [i2]David Balduzzi, Marcus Frean, Lennox Leary, J. P. Lewis, Kurt Wan-Duo Ma, Brian McWilliams:
The Shattered Gradients Problem: If resnets are the answer, then what is the question? CoRR abs/1702.08591 (2017) - 2008
- [i1]Gareth Baxter, Marcus R. Frean:
Software graphs and programmer awareness. CoRR abs/0802.2306 (2008)
Coauthor Index
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last updated on 2024-05-08 23:48 CEST by the dblp team
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