Stephen R. Marsland

Orcid: 0000-0002-9568-848X

Affiliations:
  • Victoria University of Wellington, New Zealand
  • Massey University, Palmerston North, New Zealand (former)


According to our database1, Stephen R. Marsland authored at least 92 papers between 2000 and 2024.

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

Timeline

Legend:

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Online presence:

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Bibliography

2024
Unsupervised Clustering Using a Variational Autoencoder with Constrained Mixtures for Posterior and Prior.
Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024

2022
Incremental Learning of Human Activities in Smart Homes.
Sensors, 2022

Computational representation and analysis of emotion dynamics.
Multim. Tools Appl., 2022

Design of a low-cost passive acoustic monitoring system for animal localisation from calls.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021
Analysing 'Simple' Image Registrations.
J. Math. Imaging Vis., 2021

Wind-robust sound event detection and denoising for bioacoustics.
CoRR, 2021

Classifying Organisms and Artefacts By Their Shapes.
CoRR, 2021

2020
Parallelization, initialization, and boundary treatments for the diamond scheme.
Numer. Algorithms, 2020

Regression learning on patches.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2019
Currents and Finite Elements as Tools for Shape Space.
J. Math. Imaging Vis., 2019

A Learning Approach for Ill-Posed Optimisation Problems.
Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

2018
The role of grouping in sketched diagram recognition.
Proceedings of the 7th Joint Symposium on Computational Aesthetics, 2018

Using Spatio-Temporal Anomalies to Detect Abnormal Behaviour in Smart Homes.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

Revisiting the size effect in software fault prediction models.
Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2018

2017
Modelling Spatial and Temporal Context to Support Activity Recognition.
Proceedings of the State of the Art in AI Applied to Ambient Intelligence, 2017

K-Bit-Swap: a new operator for real-coded evolutionary algorithms.
Soft Comput., 2017

Langevin Equations for Landmark Image Registration with Uncertainty.
SIAM J. Imaging Sci., 2017

Foreword: special issue for the journal track of the 8th Asian conference on machine learning (ACML 2016).
Mach. Learn., 2017

Parallel Symmetric Class Expression Learning.
J. Mach. Learn. Res., 2017

Model and feature selection for the classification of dark field pollen images using the classifynder system.
Proceedings of the 2017 International Conference on Image and Vision Computing New Zealand, 2017

Data analysis in Weitzenbock space.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
A supervised learning approach for behaviour recognition in smart homes.
J. Ambient Intell. Smart Environ., 2016

Using Contextual Information for Recognising Human Behaviour.
Int. J. Ambient Comput. Intell., 2016

Möbius invariants of shapes and images.
CoRR, 2016

Segmentation of harmonic syllables in noisy recordings of bird vocalisations.
Proceedings of the 2016 International Conference on Image and Vision Computing New Zealand, 2016

2015
Principal Autoparallel Analysis: Data Analysis in Weitzenböck Space.
CoRR, 2015

Performance Regression Testing on the Java Virtual Machine Using Statistical Test Oracles.
Proceedings of the 24th Australasian Software Engineering Conference, 2015

2014
An exemplar-based learning approach for detection and classification of malicious network streams in honeynets.
Secur. Commun. Networks, 2014

Network parameters and heuristics in practice: a case study using the target set selection problem.
J. Complex Networks, 2014

On the Shape of Circular Dependencies in Java Programs.
Proceedings of the 23rd Australian Software Engineering Conference, 2014

Machine Learning.
Proceedings of the Computing Handbook, 2014

2013
From Object Recognition to Activity Interpretation and Back, Based on Point Cloud Data.
Künstliche Intell., 2013

Towards a monitoring smart home for the elderly: One experience in retrofitting a sensor network into an existing home.
J. Ambient Intell. Smart Environ., 2013

Geodesic Warps by Conformal Mappings.
Int. J. Comput. Vis., 2013

Constrained Switching in Graphs: A Constructive Proof.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013

Network Parameters in Practice: A Case Study Using the Target Set Selection Problem.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013

Improving Predictive Specificity of Description Logic Learners by Fortification.
Proceedings of the Asian Conference on Machine Learning, 2013

Statistical Modelling of Complex Emotions Using Mixture of Von Mises Distributions.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Computational Analysis of Emotion Dynamics.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

An Approach to Numeric Refinement in Description Logic Learning for Learning Activities Duration in Smart Homes.
Proceedings of the Space, 2013

Towards Behaviour Recognition with Unlabelled Sensor Data.
Proceedings of the Human Behavior Recognition Technologies, 2013

2012
Two-way Parallel Class Expression Learning.
Proceedings of the 4th Asian Conference on Machine Learning, 2012

Interpreting Observed Action (Dagstuhl Seminar 12491).
Dagstuhl Reports, 2012

An Approach to Parallel Class Expression Learning.
Proceedings of the Rules on the Web: Research and Applications, 2012

A robust joint face model for human emotion recognition.
Proceedings of the Image and Vision Computing New Zealand, 2012

Context Awareness for a Smart Environment Utilizing Context Maps and Dempster-Shafer Theory.
Proceedings of the Impact Analysis of Solutions for Chronic Disease Prevention and Management, 2012

2011
Convergence Properties of Two (μ+λ) Evolutionary Algorithms on OneMax and Royal Roads Test Functions.
Proceedings of the ECTA and FCTA 2011, 2011

Behaviour Recognition in Smart Homes.
Proceedings of the IJCAI 2011, 2011

Unsupervised Learning of Patterns in Data Streams Using Compression and Edit Distance.
Proceedings of the IJCAI 2011, 2011

Metrics, Connections, and Correspondence: The Setting for Groupwise Shape Analysis.
Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011

An empirical study into component system evolution.
Proceedings of the 14th International ACM Sigsoft Symposium on Component Based Software Engineering, 2011

Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function.
Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011

Convergence Properties of (μ + λ) Evolutionary Algorithms.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Unsupervised Learning of Human Behaviours.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Exploring the responsibilities of single-inhabitant Smart Homes with Use Cases.
J. Ambient Intell. Smart Environ., 2010

Spatio-Temporal Footprints.
Int. J. Ambient Comput. Intell., 2010

A Reliable Hybrid Technique for Human Face Detection.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Beat: a tool for visualizing the execution of object orientated concurrent programs.
Proceedings of the ACM 2010 Symposium on Software Visualization, 2010

Use Cases for Abnormal Behaviour Detection in Smart Homes.
Proceedings of the Aging Friendly Technology for Health and Independence, 2010

The K-bit-swap: a new genetic algorithm operator.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Least-squares Optimal Interpolation for Fast Image Super-resolution.
Proceedings of the Fifth IEEE International Symposium on Electronic Design, 2010

Utilising Temporal Information in Behaviour Recognition.
Proceedings of the It's All in the Timing, 2010

Spatio-Temporal Reasoning and Context Awareness.
Proceedings of the Handbook of Ambient Intelligence and Smart Environments, 2010

2009
Optimisation of the gas-exchange system of combustion engines by Genetic Algorithm.
Proceedings of the 4th International Conference on Autonomous Robots and Agents, 2009

Behaviour Recognition from Sensory Streams in Smart Environments.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

Machine Learning - An Algorithmic Perspective.
Chapman and Hall / CRC machine learning and pattern recognition series, CRC Press, ISBN: 978-1-4200-6718-7, 2009

2008
A minimum description length objective function for groupwise non-rigid image registration.
Image Vis. Comput., 2008

An efficient algorithm for mining frequent closed itemsets in dynamic transaction databases.
Int. J. Intell. Syst. Technol. Appl., 2008

Interpolation Models for Image Super-resolution.
Proceedings of the 4th IEEE International Symposium on Electronic Design, 2008

2007
A Hamiltonian Particle Method for Diffeomorphic Image Registration.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
The Kelvin-Helmholtz Instability of Momentum Sheets in the Euler Equations for Planar Diffeomorphisms.
SIAM J. Appl. Dyn. Syst., 2006

Computing the Geodesic Interpolating Spline.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

2005
On-line novelty detection for autonomous mobile robots.
Robotics Auton. Syst., 2005

A Unified Information-Theoretic Approach to Groupwise Non-rigid Registration and Model Building.
Proceedings of the Information Processing in Medical Imaging, 2005

2004
Constructing diffeomorphic representations for the groupwise analysis of nonrigid registrations of medical images.
IEEE Trans. Medical Imaging, 2004

Clinical Quality Needs Complex Adaptive Systems and Machine Learning.
Proceedings of the MEDINFO 2004, 2004

A Unified Information-Theoretic Approach to the Correspondence Problem in Image Registration.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Groupwise Diffeomorphic Non-rigid Registration for Automatic Model Building.
Proceedings of the Computer Vision, 2004

Groupwise Non-Rigid Registration: The Minimum Description Length Approach.
Proceedings of the British Machine Vision Conference, 2004

2003
Constructing Data-Driven Optimal Representations for Iterative Pairwise Non-rigid Registration.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003

Groupwise Non-rigid Registration Using Polyharmonic Clamped-Plate Splines.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Constructing Diffeomorphic Representations of Non-rigid Registrations of Medical Images.
Proceedings of the Information Processing in Medical Imaging, 2003

Sensory Anticipation for Autonomous Selection of Robot Landmarks.
Proceedings of the Anticipatory Behavior in Adaptive Learning Systems, 2003

2002
A self-organising network that grows when required.
Neural Networks, 2002

Fast, On-Line Learning of Globally Consistent Maps.
Auton. Robots, 2002

A Tale of Two Filters - On-Line Novelty Detection.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

Measuring Geodesic Distances on the Space of Bounded Diffeomorphisms.
Proceedings of the British Machine Vision Conference 2002, 2002

2001
Learning to select distinctive landmarks for mobile robot navigation.
Robotics Auton. Syst., 2001

2000
Novelty Detection on a Mobile Robot Using Habituation
CoRR, 2000

A Real-Time Novelty Detector for a Mobile Robot
CoRR, 2000

Novelty Detection for Robot Neotaxis
CoRR, 2000

Learning Globally Consistent Maps by Relaxation.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000


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