Marcus Frean

Orcid: 0000-0001-5840-8760

Affiliations:
  • Victoria University of Wellington, NZ


According to our database1, Marcus Frean authored at least 54 papers between 1990 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Informed Adaptive Sensing.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Realtime BGP Anomaly Detection Using Graph Centrality Features.
Proceedings of the Advanced Information Networking and Applications, 2024

2023
Eco-evolutionary Logic of Mutualisms.
Dyn. Games Appl., December, 2023

2022
Resampling and Network Theory.
IEEE Trans. Signal Inf. Process. over Networks, 2022

A Bayesian Approach To Distributed Anomaly Detection In Edge AI Networks.
IEEE Trans. Parallel Distributed Syst., 2022

An Online Offline Framework for Anomaly Scoring and Detecting New Traffic in Network Streams.
IEEE Trans. Knowl. Data Eng., 2022

2021
Indigenous frameworks for data-intensive humanities: recalibrating the past through knowledge engineering and generative modelling.
J. Data Min. Digit. Humanit., 2021

Humans Learning from Machines: Data Science Meets Network Management.
Proceedings of the 13th International Conference on COMmunication Systems & NETworkS, 2021

2019
Utility function generated saccade strategies for robot active vision: a probabilistic approach.
Auton. Robots, 2019

A Hybrid Online Offline System for Network Anomaly Detection.
Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

2018
Sample-Efficient Optimization Using Bayesian Neural Networks.
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

A Comparison of RGB and HSV Colour Spaces for Visual Attention Models.
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

2017
Back To RGB: Deep articulated hand pose estimation from a single camera image.
Proceedings of the 2017 International Conference on Image and Vision Computing New Zealand, 2017

Active shift attention based object tracking system.
Proceedings of the 2017 International Conference on Image and Vision Computing New Zealand, 2017

The Shattered Gradients Problem: If resnets are the answer, then what is the question?
Proceedings of the 34th International Conference on Machine Learning, 2017

2014
On the local popularity impact on object replica placement over WMNs.
Proceedings of the Proceeding of IEEE International Symposium on a World of Wireless, 2014

Soft systematic resampling for accurate posterior approximation and increased information retention in particle filtering.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

An efficient replica placement heuristic for community WMNs.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

On the placement of web content replicas in WMNs.
Proceedings of the IEEE International Conference on Communications, 2014

Adapting the multi-Bernoulli filter to phased array observations using MUSIC as pseudo-likelihood.
Proceedings of the 17th International Conference on Information Fusion, 2014

Particle filter parallelisation using random network based resampling.
Proceedings of the 17th International Conference on Information Fusion, 2014

2013
A divide-and-conquer approach for content replication in WMNs.
Comput. Networks, 2013

Exploiting graph partitioning for hierarchical replica placement in WMNs.
Proceedings of the 16th ACM International Conference on Modeling, 2013

Link-Quality Aware Object Replication and Placement for Multi-hop Wireless Mesh Networks.
Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

Trading off salience and uncertainty in sampling a visual scene.
Proceedings of the 28th International Conference on Image and Vision Computing New Zealand, 2013

Soft resampling for improved information retention in particle filtering.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Adapting modularity during learning in cooperative co-evolutionary recurrent neural networks.
Soft Comput., 2012

On the issue of separability for problem decomposition in cooperative neuro-evolution.
Neurocomputing, 2012

Crossover-based local search in cooperative co-evolutionary feedforward neural networks.
Appl. Soft Comput., 2012

A content replication scheme for wireless mesh networks.
Proceedings of the Network and Operating System Support for Digital Audio and Video Workshop, 2012

MP-DNA: A novel distributed replica placement heuristic for WMNs.
Proceedings of the 37th Annual IEEE Conference on Local Computer Networks, 2012

Latent Dirichlet allocation for image segmentation and source finding in radio astronomy images.
Proceedings of the Image and Vision Computing New Zealand, 2012

Gaussian process dynamical models for nonparametric speech representation and synthesis.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Encoding subcomponents in cooperative co-evolutionary recurrent neural networks.
Neurocomputing, 2011

A novel distributed content replication and placement scheme for Wireless Mesh Networks.
Proceedings of the Australasian Telecommunication Networks and Applications Conference, 2011

Modularity adaptation in cooperative coevolution of feedforward neural networks.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A memetic framework for cooperative coevolution of recurrent neural networks.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010
An Encoding Scheme for Cooperative Coevolutionary Feedforward Neural Networks.
Proceedings of the AI 2010: Advances in Artificial Intelligence, 2010

2009
A meta-heuristic paradigm for solving the forward kinematics of 6-6 general parallel manipulator.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2009

2008
Software graphs and programmer awareness
CoRR, 2008

Using Gaussian Processes to Optimize Expensive Functions.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

2006
Understanding the shape of Java software.
Proceedings of the 21th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2006

2005
Population-Based Continuous Optimization, Probabilistic Modelling and Mean Shift.
Evol. Comput., 2005

Scale-free geometry in OO programs.
Commun. ACM, 2005

Neural Networks: A Replacement for Gaussian Processes?
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

2004
Dependent Gaussian Processes.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2001
A voter model of the spatial prisoner's dilemma.
IEEE Trans. Evol. Comput., 2001

1999
Boosting Algorithms as Gradient Descent.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Real-valued Evolutionary Optimization using a Flexible Probability Density Estimator.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

1998
Local Learning Algorithms for Sequential Tasks in Neural Networks.
J. Adv. Comput. Intell. Intell. Informatics, 1998

1997
Learning and Generalisation in a Stable Network.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1992
A "Thermal" Perceptron Learning Rule.
Neural Comput., 1992

1990
Small nets and short paths : optimising neural computation.
PhD thesis, 1990

The Upstart Algorithm: A Method for Constructing and Training Feedforward Neural Networks.
Neural Comput., 1990


  Loading...