Stephen Marsland

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 23

Top Topics

Optimisation Problems

Human Behaviour

Top Venues

Publications

Sook-Ling Chua, Lee Kien Foo, Hans W. Guesgen, Stephen Marsland
Incremental Learning of Human Activities in Smart Homes. Sensors 22 (21) (2022)
Benjamin Yen, Jemima Prins, Gian Schmid, Yusuke Hioka, Susan Ellis, Stephen Marsland
Design of a low-cost passive acoustic monitoring system for animal localisation from calls. IROS (2022)
Ayesha Hakim, Stephen Marsland, Hans W. Guesgen
Computational representation and analysis of emotion dynamics. Multim. Tools Appl. 81 (15) (2022)
Julius Juodakis, Stephen Marsland
Wind-robust sound event detection and denoising for bioacoustics. CoRR (2021)
Amjed Tahir, Kwabena Ebo Bennin, Stephen G. MacDonell, Stephen Marsland
Revisiting the size effect in software fault prediction models. CoRR (2021)
Stephen Marsland, Robert I. McLachlan, Raziyeh Zarre
Analysing 'Simple' Image Registrations. J. Math. Imaging Vis. 63 (4) (2021)
Arianna Salili-James, Anne Mackay, Emilio Rodriguez-Alvarez, Diana Rodriguez-Perez, Thomas Mannack, Timothy A. Rawlings, A. Richard Palmer, Jonathan Todd, Terhi E. Riutta, Cate Macinnis-Ng, Zhitong Han, Megan Davies, Zinnia Thorpe, Stephen Marsland, Armand M. Leroi
Classifying Organisms and Artefacts By Their Shapes. CoRR (2021)
Jörg Frochte, Stephen Marsland
Regression learning on patches. SSCI (2020)
Stephen Marsland, Robert I. McLachlan, Matt Wilkins
Parallelization, initialization, and boundary treatments for the diamond scheme. Numer. Algorithms 84 (2) (2020)
Jörg Frochte, Stephen Marsland
A Learning Approach for Ill-Posed Optimisation Problems. AusDM (2019)
James Benn, Stephen Marsland, Robert I. McLachlan, Klas Modin, Olivier Verdier
Currents and Finite Elements as Tools for Shape Space. J. Math. Imaging Vis. 61 (8) (2019)
Amjed Tahir, Kwabena Ebo Bennin, Stephen G. MacDonell, Stephen Marsland
Revisiting the size effect in software fault prediction models. ESEM (2018)
Amirhossein Ghodrati, Rachel Blagojevic, Hans W. Guesgen, Stephen Marsland, Beryl Plimmer
The role of grouping in sketched diagram recognition. Expressive (2018)
Hans W. Guesgen, Dick Whiddett, Inga M. Hunter, Phoebe Elers, Caroline Lockhart, Amardeep Singh, Stephen Marsland
Using Spatio-Temporal Anomalies to Detect Abnormal Behaviour in Smart Homes. FLAIRS Conference (2018)
Stephen Marsland, Tony Shardlow
Langevin Equations for Landmark Image Registration with Uncertainty. SIAM J. Imaging Sci. 10 (2) (2017)
An C. Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland
Parallel Symmetric Class Expression Learning. J. Mach. Learn. Res. 18 (2017)
Ben Pedersen, Donald G. Bailey, Robert M. Hodgson, Katherine Holt, Stephen Marsland
Model and feature selection for the classification of dark field pollen images using the classifynder system. IVCNZ (2017)
Aram Ter-Sarkisov, Stephen Marsland
K-Bit-Swap: a new operator for real-coded evolutionary algorithms. Soft Comput. 21 (20) (2017)
Robert J. Durrant, Kee-Eung Kim, Geoffrey Holmes, Stephen Marsland, Masashi Sugiyama, Zhi-Hua Zhou
Foreword: special issue for the journal track of the 8th Asian conference on machine learning (ACML 2016). Mach. Learn. 106 (5) (2017)
Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
A supervised learning approach for behaviour recognition in smart homes. J. Ambient Intell. Smart Environ. 8 (3) (2016)
Stephen Marsland, Robert I. McLachlan
Möbius invariants of shapes and images. CoRR (2016)
Hans W. Guesgen, Stephen Marsland
Using Contextual Information for Recognising Human Behaviour. Int. J. Ambient Comput. Intell. 7 (1) (2016)
Yukio Fukuzawa, Stephen Marsland, Matthew D. M. Pawley, Andrew Gilman
Segmentation of harmonic syllables in noisy recordings of bird vocalisations. IVCNZ (2016)
Stephen Marsland, Carole J. Twining
Principal Autoparallel Analysis: Data Analysis in Weitzenböck Space. CoRR (2015)
Fergus Hewson, Jens Dietrich, Stephen Marsland
Performance Regression Testing on the Java Virtual Machine Using Statistical Test Oracles. ASWEC (2015)
Hussain A. Al-Mutawa, Jens Dietrich, Stephen Marsland, Catherine McCartin
On the Shape of Circular Dependencies in Java Programs. Australian Software Engineering Conference (2014)
Callum Lowcay, Stephen Marsland, Catherine McCartin
Network parameters and heuristics in practice: a case study using the target set selection problem. J. Complex Networks 2 (4) (2014)
Fahim H. Abbasi, Richard J. Harris, Stephen Marsland, Giovanni Moretti
An exemplar-based learning approach for detection and classification of malicious network streams in honeynets. Secur. Commun. Networks 7 (2) (2014)
Ayesha Hakim, Stephen Marsland, Hans W. Guesgen
Computational Analysis of Emotion Dynamics. ACII (2013)
Callum Lowcay, Stephen Marsland, Catherine McCartin
Network Parameters in Practice: A Case Study Using the Target Set Selection Problem. SITIS (2013)
Giovanni Moretti, Stephen Marsland, Debraj Basu, Gourab Sen Gupta
Towards a monitoring smart home for the elderly: One experience in retrofitting a sensor network into an existing home. J. Ambient Intell. Smart Environ. 5 (6) (2013)
An Cong Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland
Improving Predictive Specificity of Description Logic Learners by Fortification. ACML (2013)
Callum Lowcay, Stephen Marsland, Catherine McCartin
Constrained Switching in Graphs: A Constructive Proof. SITIS (2013)
Ayesha Hakim, Stephen Marsland, Hans W. Guesgen
Statistical Modelling of Complex Emotions Using Mixture of Von Mises Distributions. ACII (2013)
An C. Tran, Hans W. Guesgen, Jens Dietrich, Stephen Marsland
An Approach to Numeric Refinement in Description Logic Learning for Learning Activities Duration in Smart Homes. AAAI Workshop: Space, Time, and Ambient Intelligence (2013)
Sven Albrecht, Thomas Wiemann, Joachim Hertzberg, Hans W. Guesgen, Stephen Marsland
From Object Recognition to Activity Interpretation and Back, Based on Point Cloud Data. Künstliche Intell. 27 (2) (2013)
An C. Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland
An Approach to Parallel Class Expression Learning. RuleML (2012)
An C. Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland
Two-way Parallel Class Expression Learning. ACML (2012)
Ayesha Hakim, Stephen Marsland, Hans W. Guesgen
A robust joint face model for human emotion recognition. IVCNZ (2012)
H. Joe Steinhauer, Stephen Marsland, Hans W. Guesgen
Context Awareness for a Smart Environment Utilizing Context Maps and Dempster-Shafer Theory. ICOST (2012)
Susanne Biundo-Stephan, Hans Werner Guesgen, Joachim Hertzberg, Stephen Marsland
Interpreting Observed Action (Dagstuhl Seminar 12491). Dagstuhl Reports 2 (12) (2012)
Graham Jenson, Jens Dietrich, Hans W. Guesgen, Stephen Marsland
An empirical study into component system evolution. CBSE (2011)
Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
Unsupervised Learning of Human Behaviours. AAAI (2011)
Carole J. Twining, Stephen Marsland, Christopher J. Taylor
Metrics, Connections, and Correspondence: The Setting for Groupwise Shape Analysis. EMMCVPR (2011)
Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
Unsupervised Learning of Patterns in Data Streams Using Compression and Edit Distance. IJCAI (2011)
Aram Ter-Sarkisov, Stephen Marsland
Convergence Properties of Two (μ+λ) Evolutionary Algorithms on OneMax and Royal Roads Test Functions. IJCCI (ECTA-FCTA) (2011)
Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
Behaviour Recognition in Smart Homes. IJCAI (2011)
Paul Lyons, An Cong Tran, H. Joe Steinhauer, Stephen Marsland, Jens Dietrich, Hans W. Guesgen
Exploring the responsibilities of single-inhabitant Smart Homes with Use Cases. J. Ambient Intell. Smart Environ. 2 (3) (2010)
Ayesha Hakim, Stephen Marsland, Hans W. Guesgen
A Reliable Hybrid Technique for Human Face Detection. VISAPP (2) (2010)
Paul Johnson, Stephen Marsland
Beat: a tool for visualizing the execution of object orientated concurrent programs. SOFTVIS (2010)
H. Joe Steinhauer, Sook-Ling Chua, Hans Werner Guesgen, Stephen Marsland
Utilising Temporal Information in Behaviour Recognition. AAAI Spring Symposium: It's All in the Timing (2010)
Andrew Gilman, Donald G. Bailey, Stephen Marsland
Least-squares Optimal Interpolation for Fast Image Super-resolution. DELTA (2010)
An Cong Tran, Stephen Marsland, Jens Dietrich, Hans W. Guesgen, Paul Lyons
Use Cases for Abnormal Behaviour Detection in Smart Homes. ICOST (2010)
Hans W. Guesgen, Stephen Marsland
Spatio-Temporal Footprints. Int. J. Ambient Comput. Intell. 2 (1) (2010)
Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
Behaviour Recognition from Sensory Streams in Smart Environments. Australasian Conference on Artificial Intelligence (2009)
Stephen Marsland, Carole J. Twining, Christopher J. Taylor
A minimum description length objective function for groupwise non-rigid image registration. Image Vis. Comput. 26 (3) (2008)
Ruili Wang, Luofeng Xu, Stephen Marsland, Ramesh Kumar Rayudu
An efficient algorithm for mining frequent closed itemsets in dynamic transaction databases. Int. J. Intell. Syst. Technol. Appl. 4 (3/4) (2008)
Andrew Gilman, Donald G. Bailey, Stephen Marsland
Interpolation Models for Image Super-resolution. DELTA (2008)
Anna Mills, Tony Shardlow, Stephen Marsland
Computing the Geodesic Interpolating Spline. WBIR (2006)
Carole J. Twining, Timothy F. Cootes, Stephen Marsland, Vladimir S. Petrovic, Roy Schestowitz, Christopher J. Taylor
A Unified Information-Theoretic Approach to Groupwise Non-rigid Registration and Model Building. IPMI (2005)
Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro
On-line novelty detection for autonomous mobile robots. Robotics Auton. Syst. 51 (2-3) (2005)
Carole J. Twining, Stephen Marsland, Christopher J. Taylor
Groupwise Non-Rigid Registration: The Minimum Description Length Approach. BMVC (2004)
Stephen Marsland, Carole J. Twining
Constructing diffeomorphic representations for the groupwise analysis of nonrigid registrations of medical images. IEEE Trans. Medical Imaging 23 (8) (2004)
Timothy F. Cootes, Stephen Marsland, Carole J. Twining, Kate Smith, Christopher J. Taylor
Groupwise Diffeomorphic Non-rigid Registration for Automatic Model Building. ECCV (4) (2004)
Carole J. Twining, Stephen Marsland, Christopher J. Taylor
A Unified Information-Theoretic Approach to the Correspondence Problem in Image Registration. ICPR (3) (2004)
Stephen Marsland, Iain E. Buchan
Clinical Quality Needs Complex Adaptive Systems and Machine Learning. MedInfo (2004)
Jason Fleischer, Stephen Marsland, Jonathan Shapiro
Sensory Anticipation for Autonomous Selection of Robot Landmarks. ABiALS (2003)
Stephen Marsland, Carole J. Twining
Constructing Data-Driven Optimal Representations for Iterative Pairwise Non-rigid Registration. WBIR (2003)
Stephen Marsland, Carole J. Twining, Christopher J. Taylor
Groupwise Non-rigid Registration Using Polyharmonic Clamped-Plate Splines. MICCAI (2) (2003)
Carole J. Twining, Stephen Marsland
Constructing Diffeomorphic Representations of Non-rigid Registrations of Medical Images. IPMI (2003)
Paul A. Crook, Stephen Marsland, Gillian Hayes, Ulrich Nehmzow
A Tale of Two Filters - On-Line Novelty Detection. ICRA (2002)
Carole J. Twining, Stephen Marsland, Christopher J. Taylor
Measuring Geodesic Distances on the Space of Bounded Diffeomorphisms. BMVC (2002)
Stephen Marsland, Jonathan Shapiro, Ulrich Nehmzow
A self-organising network that grows when required. Neural Networks 15 (8-9) (2002)
Tom Duckett, Stephen Marsland, Jonathan Shapiro
Fast, On-Line Learning of Globally Consistent Maps. Auton. Robots 12 (3) (2002)
Stephen Marsland, Ulrich Nehmzow, Tom Duckett
Learning to select distinctive landmarks for mobile robot navigation. Robotics Auton. Syst. 37 (4) (2001)
Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro
Novelty Detection for Robot Neotaxis CoRR (2000)
Tom Duckett, Stephen Marsland, Jonathan Shapiro
Learning Globally Consistent Maps by Relaxation. ICRA (2000)
Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro
Novelty Detection on a Mobile Robot Using Habituation CoRR (2000)
Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro
A Real-Time Novelty Detector for a Mobile Robot CoRR (2000)