Stephen Marsland

90 papers A* 5A 4B 2C 4Misc 6Journal 34Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Computationally-Efficient Call Classification of New Zealand Birds Using Texture-Based Features. APSIPA Yonghui Tao, Mathis Quere, Yusuke Hioka, Stephen Marsland
2025	J	`jnl`	Mixtures of posterior and prior variational autoencoders for representation learning and cluster analysis in latent space. Neurocomputing Mashfiqul Huq Chowdhury, Yuichi Hirose, Stephen Marsland, Yuan Yao
2024	—	`conf`	Deep Mixtures of Variational Autoencoders Model for Representation Learning and Clustering Tasks. ICONIP (2) Mashfiqul Huq Chowdhury, Yuichi Hirose, Stephen Marsland, Yuan Yao
2024	—	`conf`	Unsupervised Clustering Using a Variational Autoencoder with Constrained Mixtures for Posterior and Prior. PRICAI (1) Mashfiqul Huq Chowdhury, Yuichi Hirose, Stephen Marsland, Yuan Yao
2022	J	`jnl`	Computational representation and analysis of emotion dynamics. Multim. Tools Appl. Ayesha Hakim, Stephen Marsland, Hans W. Guesgen
2022	A	`conf`	Design of a low-cost passive acoustic monitoring system for animal localisation from calls. IROS Benjamin Yen, Jemima Prins, Gian Schmid, Yusuke Hioka, Susan Ellis, Stephen Marsland
2022	J	`jnl`	Incremental Learning of Human Activities in Smart Homes. Sensors Sook-Ling Chua, Lee Kien Foo, Hans W. Guesgen, Stephen Marsland
2021	J	`jnl`	Analysing 'Simple' Image Registrations. J. Math. Imaging Vis. Stephen Marsland, Robert I. McLachlan, Raziyeh Zarre
2021	J	`jnl`	Classifying Organisms and Artefacts By Their Shapes. CoRR Arianna Salili-James, Anne Mackay, Emilio Rodriguez-Alvarez, Diana Rodríguez-Pérez, 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
2021	J	`jnl`	Revisiting the size effect in software fault prediction models. CoRR Amjed Tahir, Kwabena Ebo Bennin, Stephen G. MacDonell, Stephen Marsland
2021	J	`jnl`	Wind-robust sound event detection and denoising for bioacoustics. CoRR Julius Juodakis, Stephen Marsland
2020	J	`jnl`	Parallelization, initialization, and boundary treatments for the diamond scheme. Numer. Algorithms Stephen Marsland, Robert I. McLachlan, Matt Wilkins
2020	—	`conf`	Regression learning on patches. SSCI Jörg Frochte, Stephen Marsland
2019	Misc	`conf`	A Learning Approach for Ill-Posed Optimisation Problems. AusDM Jörg Frochte, Stephen Marsland
2019	J	`jnl`	Currents and Finite Elements as Tools for Shape Space. J. Math. Imaging Vis. James Benn, Stephen Marsland, Robert I. McLachlan, Klas Modin, Olivier Verdier
2018	A	`conf`	Revisiting the size effect in software fault prediction models. ESEM Amjed Tahir, Kwabena Ebo Bennin, Stephen G. MacDonell, Stephen Marsland
2018	—	`conf`	The role of grouping in sketched diagram recognition. Expressive Amirhossein Ghodrati, Rachel Blagojevic, Hans W. Guesgen, Stephen Marsland, Beryl Plimmer
2018	Misc	`conf`	Using Spatio-Temporal Anomalies to Detect Abnormal Behaviour in Smart Homes. FLAIRS Hans W. Guesgen, Dick Whiddett, Inga M. Hunter, Phoebe Elers, Caroline Lockhart, Amardeep Singh, Stephen Marsland
2017	J	`jnl`	Foreword: special issue for the journal track of the 8th Asian conference on machine learning (ACML 2016). Mach. Learn. Robert J. Durrant, Kee-Eung Kim, Geoffrey Holmes, Stephen Marsland, Masashi Sugiyama, Zhi-Hua Zhou
2017	J	`jnl`	K-Bit-Swap: a new operator for real-coded evolutionary algorithms. Soft Comput. Aram Ter-Sarkisov, Stephen Marsland
2017	J	`jnl`	Langevin Equations for Landmark Image Registration with Uncertainty. SIAM J. Imaging Sci. Stephen Marsland, Tony Shardlow
2017	Misc	`conf`	Model and feature selection for the classification of dark field pollen images using the classifynder system. IVCNZ Ben Pedersen, Donald G. Bailey, Robert M. Hodgson, Katherine Holt, Stephen Marsland
2017	—	`ch.`	Modelling Spatial and Temporal Context to Support Activity Recognition. State of the Art in AI Applied to Ambient Intelligence Hans W. Guesgen, Stephen Marsland
2017	J	`jnl`	Parallel Symmetric Class Expression Learning. J. Mach. Learn. Res. An C. Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland
2016	Misc	`ed.`	2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, November 21-22, 2016 IVCNZ Donald G. Bailey, Gourab Sen Gupta, Stephen Marsland
2016	J	`jnl`	A supervised learning approach for behaviour recognition in smart homes. J. Ambient Intell. Smart Environ. Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
2016	J	`jnl`	Möbius invariants of shapes and images. CoRR Stephen Marsland, Robert I. McLachlan
2016	Misc	`conf`	Segmentation of harmonic syllables in noisy recordings of bird vocalisations. IVCNZ Yukio Fukuzawa, Stephen Marsland, Matthew D. M. Pawley, Andrew Gilman
2016	J	`jnl`	Using Contextual Information for Recognising Human Behaviour. Int. J. Ambient Comput. Intell. Hans W. Guesgen, Stephen Marsland
2015	—	`conf`	Performance Regression Testing on the Java Virtual Machine Using Statistical Test Oracles. ASWEC Fergus Hewson, Jens Dietrich, Stephen Marsland
2015	J	`jnl`	Principal Autoparallel Analysis: Data Analysis in Weitzenböck Space. CoRR Stephen Marsland, Carole J. Twining
2014	J	`jnl`	An exemplar-based learning approach for detection and classification of malicious network streams in honeynets. Secur. Commun. Networks Fahim H. Abbasi, Richard J. Harris, Stephen Marsland, Giovanni S. Moretti
2014	—	`ch.`	Machine Learning. Computing Handbook, 3rd ed. (1) Stephen Marsland
2014	J	`jnl`	Network parameters and heuristics in practice: a case study using the target set selection problem. J. Complex Networks Callum Lowcay, Stephen Marsland, Catherine McCartin
2014	—	`conf`	On the Shape of Circular Dependencies in Java Programs. Australian Software Engineering Conference Hussain A. Al-Mutawa, Jens Dietrich, Stephen Marsland, Catherine McCartin
2013	—	`conf`	An Approach to Numeric Refinement in Description Logic Learning for Learning Activities Duration in Smart Homes. AAAI Workshop: Space, Time, and Ambient Intelligence An C. Tran, Hans W. Guesgen, Jens Dietrich, Stephen Marsland
2013	B	`conf`	Computational Analysis of Emotion Dynamics. ACII Ayesha Hakim, Stephen Marsland, Hans W. Guesgen
2013	—	`conf`	Constrained Switching in Graphs: A Constructive Proof. SITIS Callum Lowcay, Stephen Marsland, Catherine McCartin
2013	J	`jnl`	From Object Recognition to Activity Interpretation and Back, Based on Point Cloud Data. Künstliche Intell. Sven Albrecht, Thomas Wiemann, Joachim Hertzberg, Hans W. Guesgen, Stephen Marsland
2013	—	`book`	Human Behavior Recognition Technologies - Intelligent Applications for Monitoring and Security. Human Behavior Recognition Technologies Hans Werner Guesgen, Stephen Marsland
2013	C	`conf`	Improving Predictive Specificity of Description Logic Learners by Fortification. ACML An Cong Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland
2013	—	`conf`	Network Parameters in Practice: A Case Study Using the Target Set Selection Problem. SITIS Callum Lowcay, Stephen Marsland, Catherine McCartin
2013	B	`conf`	Statistical Modelling of Complex Emotions Using Mixture of Von Mises Distributions. ACII Ayesha Hakim, Stephen Marsland, Hans W. Guesgen
2013	—	`ch.`	Towards Behaviour Recognition with Unlabelled Sensor Data. Human Behavior Recognition Technologies Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
2013	J	`jnl`	Towards a monitoring smart home for the elderly: One experience in retrofitting a sensor network into an existing home. J. Ambient Intell. Smart Environ. Giovanni S. Moretti, Stephen Marsland, Debraj Basu, Gourab Sen Gupta
2012	Misc	`conf`	A robust joint face model for human emotion recognition. IVCNZ Ayesha Hakim, Stephen Marsland, Hans W. Guesgen
2012	—	`conf`	An Approach to Parallel Class Expression Learning. RuleML An C. Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland
2012	C	`conf`	Context Awareness for a Smart Environment Utilizing Context Maps and Dempster-Shafer Theory. ICOST H. Joe Steinhauer, Stephen Marsland, Hans W. Guesgen
2012	J	`jnl`	Interpreting Observed Action (Dagstuhl Seminar 12491). Dagstuhl Reports Susanne Biundo-Stephan, Hans Werner Guesgen, Joachim Hertzberg, Stephen Marsland
2012	C	`conf`	Two-way Parallel Class Expression Learning. ACML An C. Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland
2011	—	`conf`	An empirical study into component system evolution. CBSE Graham Jenson, Jens Dietrich, Hans W. Guesgen, Stephen Marsland
2011	A*	`conf`	Behaviour Recognition in Smart Homes. IJCAI Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
2011	—	`conf`	Convergence Properties of Two (μ+λ) Evolutionary Algorithms on OneMax and Royal Roads Test Functions. IJCCI (ECTA-FCTA) Aram Ter-Sarkisov, Stephen Marsland
2011	—	`conf`	Metrics, Connections, and Correspondence: The Setting for Groupwise Shape Analysis. EMMCVPR Carole J. Twining, Stephen Marsland, Christopher J. Taylor
2011	A*	`conf`	Unsupervised Learning of Human Behaviours. AAAI Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
2011	A*	`conf`	Unsupervised Learning of Patterns in Data Streams Using Compression and Edit Distance. IJCAI Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
2010	—	`conf`	A Reliable Hybrid Technique for Human Face Detection. VISAPP (2) Ayesha Hakim, Stephen Marsland, Hans W. Guesgen
2010	—	`conf`	Beat: a tool for visualizing the execution of object orientated concurrent programs. SOFTVIS Paul Johnson, Stephen Marsland
2010	J	`jnl`	Exploring the responsibilities of single-inhabitant Smart Homes with Use Cases. J. Ambient Intell. Smart Environ. Paul Lyons, An Cong Tran, H. Joe Steinhauer, Stephen Marsland, Jens Dietrich, Hans W. Guesgen
2010	—	`conf`	Least-squares Optimal Interpolation for Fast Image Super-resolution. DELTA Andrew Gilman, Donald G. Bailey, Stephen Marsland
2010	J	`jnl`	Spatio-Temporal Footprints. Int. J. Ambient Comput. Intell. Hans W. Guesgen, Stephen Marsland
2010	—	`ch.`	Spatio-Temporal Reasoning and Context Awareness. Handbook of Ambient Intelligence and Smart Environments Hans W. Guesgen, Stephen Marsland
2010	C	`conf`	Use Cases for Abnormal Behaviour Detection in Smart Homes. ICOST An Cong Tran, Stephen Marsland, Jens Dietrich, Hans W. Guesgen, Paul Lyons
2010	—	`conf`	Utilising Temporal Information in Behaviour Recognition. AAAI Spring Symposium: It's All in the Timing H. Joe Steinhauer, Sook-Ling Chua, Hans Werner Guesgen, Stephen Marsland
2009	—	`conf`	Behaviour Recognition from Sensory Streams in Smart Environments. Australasian Conference on Artificial Intelligence Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
2009	—	`book`	Machine Learning - An Algorithmic Perspective. Stephen Marsland
2008	J	`jnl`	A minimum description length objective function for groupwise non-rigid image registration. Image Vis. Comput. Stephen Marsland, Carole J. Twining, Christopher J. Taylor
2008	J	`jnl`	An efficient algorithm for mining frequent closed itemsets in dynamic transaction databases. Int. J. Intell. Syst. Technol. Appl. Ruili Wang, Luofeng Xu, Stephen Marsland, Ramesh Kumar Rayudu
2008	—	`conf`	Interpolation Models for Image Super-resolution. DELTA Andrew Gilman, Donald G. Bailey, Stephen Marsland
2006	—	`conf`	Computing the Geodesic Interpolating Spline. WBIR Anna Mills, Tony Shardlow, Stephen Marsland
2005	—	`conf`	A Unified Information-Theoretic Approach to Groupwise Non-rigid Registration and Model Building. IPMI Carole J. Twining, Timothy F. Cootes, Stephen Marsland, Vladimir S. Petrovic, Roy Schestowitz, Christopher J. Taylor
2005	J	`jnl`	On-line novelty detection for autonomous mobile robots. Robotics Auton. Syst. Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro
2004	—	`conf`	A Unified Information-Theoretic Approach to the Correspondence Problem in Image Registration. ICPR (3) Carole J. Twining, Stephen Marsland, Christopher J. Taylor
2004	—	`conf`	Clinical Quality Needs Complex Adaptive Systems and Machine Learning. MedInfo Stephen Marsland, Iain E. Buchan
2004	J	`jnl`	Constructing diffeomorphic representations for the groupwise analysis of nonrigid registrations of medical images. IEEE Trans. Medical Imaging Stephen Marsland, Carole J. Twining
2004	—	`conf`	Groupwise Diffeomorphic Non-rigid Registration for Automatic Model Building. ECCV (4) Timothy F. Cootes, Stephen Marsland, Carole J. Twining, Kate Smith, Christopher J. Taylor
2004	A	`conf`	Groupwise Non-Rigid Registration: The Minimum Description Length Approach. BMVC Carole J. Twining, Stephen Marsland, Christopher J. Taylor
2003	—	`conf`	Constructing Data-Driven Optimal Representations for Iterative Pairwise Non-rigid Registration. WBIR Stephen Marsland, Carole J. Twining
2003	—	`conf`	Constructing Diffeomorphic Representations of Non-rigid Registrations of Medical Images. IPMI Carole J. Twining, Stephen Marsland
2003	—	`conf`	Groupwise Non-rigid Registration Using Polyharmonic Clamped-Plate Splines. MICCAI (2) Stephen Marsland, Carole J. Twining, Christopher J. Taylor
2003	—	`conf`	Sensory Anticipation for Autonomous Selection of Robot Landmarks. ABiALS Jason Fleischer, Stephen Marsland, Jonathan Shapiro
2002	A*	`conf`	A Tale of Two Filters - On-Line Novelty Detection. ICRA Paul A. Crook, Stephen Marsland, Gillian Hayes, Ulrich Nehmzow
2002	J	`jnl`	A self-organising network that grows when required. Neural Networks Stephen Marsland, Jonathan Shapiro, Ulrich Nehmzow
2002	J	`jnl`	Fast, On-Line Learning of Globally Consistent Maps. Auton. Robots Tom Duckett, Stephen Marsland, Jonathan Shapiro
2002	A	`conf`	Measuring Geodesic Distances on the Space of Bounded Diffeomorphisms. BMVC Carole J. Twining, Stephen Marsland, Christopher J. Taylor
2001	J	`jnl`	Learning to select distinctive landmarks for mobile robot navigation. Robotics Auton. Syst. Stephen Marsland, Ulrich Nehmzow, Tom Duckett
2000	J	`jnl`	A Real-Time Novelty Detector for a Mobile Robot CoRR Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro
2000	A*	`conf`	Learning Globally Consistent Maps by Relaxation. ICRA Tom Duckett, Stephen Marsland, Jonathan Shapiro
2000	J	`jnl`	Novelty Detection for Robot Neotaxis CoRR Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro
2000	J	`jnl`	Novelty Detection on a Mobile Robot Using Habituation CoRR Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro