Learning Globally Consistent Maps by Relaxation. - Tom Duckett; Stephen Marsland; Jonathan Shapiro (ICRA, 2000)

Novelty Detection for Robot Neotaxis - Stephen Marsland; Ulrich Nehmzow; Jonathan Shapiro (CoRR, 2000)

A Real-Time Novelty Detector for a Mobile Robot - Stephen Marsland; Ulrich Nehmzow; Jonathan Shapiro (CoRR, 2000)

Novelty Detection on a Mobile Robot Using Habituation - Stephen Marsland; Ulrich Nehmzow; Jonathan Shapiro (CoRR, 2000)

Learning to select distinctive landmarks for mobile robot navigation. - Stephen Marsland; Ulrich Nehmzow; Tom Duckett (Robotics Auton. Syst., 2001)

Measuring Geodesic Distances on the Space of Bounded Diffeomorphisms. - Carole J. Twining; Stephen Marsland; Christopher J. Taylor 001 (BMVC, 2002)

A Tale of Two Filters - On-Line Novelty Detection. - Paul A. Crook; Stephen Marsland; Gillian Hayes 001; Ulrich Nehmzow (ICRA, 2002)

Fast, On-Line Learning of Globally Consistent Maps. - Tom Duckett; Stephen Marsland; Jonathan Shapiro (Auton. Robots, 2002)

A self-organising network that grows when required. - Stephen Marsland; Jonathan Shapiro; Ulrich Nehmzow (Neural Networks, 2002)

Sensory Anticipation for Autonomous Selection of Robot Landmarks. - Jason Fleischer; Stephen Marsland; Jonathan Shapiro (ABiALS, 2003)

Constructing Diffeomorphic Representations of Non-rigid Registrations of Medical Images. - Carole J. Twining; Stephen Marsland (IPMI, 2003)

Groupwise Non-rigid Registration Using Polyharmonic Clamped-Plate Splines. - Stephen Marsland; Carole J. Twining; Christopher J. Taylor 001 (MICCAI (2), 2003)

Constructing Data-Driven Optimal Representations for Iterative Pairwise Non-rigid Registration. - Stephen Marsland; Carole J. Twining (WBIR, 2003)

Groupwise Non-Rigid Registration: The Minimum Description Length Approach. - Carole J. Twining; Stephen Marsland; Christopher J. Taylor 001 (BMVC, 2004)

Groupwise Diffeomorphic Non-rigid Registration for Automatic Model Building. - Timothy F. Cootes; Stephen Marsland; Carole J. Twining; Kate Smith 004; Christopher J. Taylor 001 (ECCV (4), 2004)

A Unified Information-Theoretic Approach to the Correspondence Problem in Image Registration. - Carole J. Twining; Stephen Marsland; Christopher J. Taylor 001 (ICPR (3), 2004)

Clinical Quality Needs Complex Adaptive Systems and Machine Learning. - Stephen Marsland; Iain E. Buchan (MedInfo, 2004)

Constructing diffeomorphic representations for the groupwise analysis of nonrigid registrations of medical images. - Stephen Marsland; Carole J. Twining (IEEE Trans. Medical Imaging, 2004)

A Unified Information-Theoretic Approach to Groupwise Non-rigid Registration and Model Building. - Carole J. Twining; Timothy F. Cootes; Stephen Marsland; Vladimir S. Petrovic; Roy Schestowitz; Christopher J. Taylor 001 (IPMI, 2005)

On-line novelty detection for autonomous mobile robots. - Stephen Marsland; Ulrich Nehmzow; Jonathan Shapiro (Robotics Auton. Syst., 2005)

Computing the Geodesic Interpolating Spline. - Anna Mills; Tony Shardlow; Stephen Marsland (WBIR, 2006)

The Kelvin-Helmholtz Instability of Momentum Sheets in the Euler Equations for Planar Diffeomorphisms. - Robert I. McLachlan; Stephen R. Marsland (SIAM J. Appl. Dyn. Syst., 2006)

A Hamiltonian Particle Method for Diffeomorphic Image Registration. - Stephen R. Marsland; Robert I. McLachlan (IPMI, 2007)

Interpolation Models for Image Super-resolution. - Andrew Gilman; Donald G. Bailey; Stephen Marsland (DELTA, 2008)

An efficient algorithm for mining frequent closed itemsets in dynamic transaction databases. - Ruili Wang; Luofeng Xu; Stephen Marsland; Ramesh Kumar Rayudu (Int. J. Intell. Syst. Technol. Appl., 2008)

A minimum description length objective function for groupwise non-rigid image registration. - Stephen Marsland; Carole J. Twining; Christopher J. Taylor 001 (Image Vis. Comput., 2008)

Machine Learning - An Algorithmic Perspective. - Stephen Marsland (CRC Press, 2009)

Behaviour Recognition from Sensory Streams in Smart Environments. - Sook-Ling Chua; Stephen Marsland; Hans W. Guesgen (Australasian Conference on Artificial Intelligence, 2009)

Optimisation of the gas-exchange system of combustion engines by Genetic Algorithm. - Colin D. Rose; Stephen R. Marsland; Don Law (ICARA, 2009)

Spatio-Temporal Reasoning and Context Awareness. - Hans W. Guesgen; Stephen Marsland (Handbook of Ambient Intelligence and Smart Environments, 2010)

Utilising Temporal Information in Behaviour Recognition. - H. Joe Steinhauer; Sook-Ling Chua; Hans Werner Guesgen; Stephen Marsland (AAAI Spring Symposium: It's All in the Timing, 2010)

Least-squares Optimal Interpolation for Fast Image Super-resolution. - Andrew Gilman; Donald G. Bailey; Stephen Marsland (DELTA, 2010)

The K-bit-swap: a new genetic algorithm operator. - Aram Ter-Sarkisov; Stephen R. Marsland; Barbara R. Holland (GECCO, 2010)

Use Cases for Abnormal Behaviour Detection in Smart Homes. - An Cong Tran; Stephen Marsland; Jens Dietrich 001; Hans W. Guesgen; Paul Lyons (ICOST, 2010)

Beat: a tool for visualizing the execution of object orientated concurrent programs. - Paul Johnson; Stephen Marsland (SOFTVIS, 2010)

A Reliable Hybrid Technique for Human Face Detection. - Ayesha Hakim; Stephen Marsland; Hans W. Guesgen (VISAPP (2), 2010)

Spatio-Temporal Footprints. - Hans W. Guesgen; Stephen Marsland (Int. J. Ambient Comput. Intell., 2010)

Exploring the responsibilities of single-inhabitant Smart Homes with Use Cases. - Paul Lyons; An Cong Tran; H. Joe Steinhauer; Stephen Marsland; Jens Dietrich 001; Hans W. Guesgen (J. Ambient Intell. Smart Environ., 2010)

Unsupervised Learning of Human Behaviours. - Sook-Ling Chua; Stephen Marsland; Hans W. Guesgen (AAAI, 2011)

Convergence Properties of (μ + λ) Evolutionary Algorithms. - Aram Ter-Sarkisov; Stephen R. Marsland (AAAI, 2011)

Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function. - Aram Ter-Sarkisov; Stephen R. Marsland (Australasian Conference on Artificial Intelligence, 2011)

An empirical study into component system evolution. - Graham Jenson; Jens Dietrich 001; Hans W. Guesgen; Stephen Marsland (CBSE, 2011)

Metrics, Connections, and Correspondence: The Setting for Groupwise Shape Analysis. - Carole J. Twining; Stephen Marsland; Christopher J. Taylor 001 (EMMCVPR, 2011)

Unsupervised Learning of Patterns in Data Streams Using Compression and Edit Distance. - Sook-Ling Chua; Stephen Marsland; Hans W. Guesgen (IJCAI, 2011)

Behaviour Recognition in Smart Homes. - Sook-Ling Chua; Stephen Marsland; Hans W. Guesgen (IJCAI, 2011)

Convergence Properties of Two (μ+λ) Evolutionary Algorithms on OneMax and Royal Roads Test Functions. - Aram Ter-Sarkisov; Stephen Marsland (IJCCI (ECTA-FCTA), 2011)

Context Awareness for a Smart Environment Utilizing Context Maps and Dempster-Shafer Theory. - H. Joe Steinhauer; Stephen Marsland; Hans W. Guesgen (ICOST, 2012)

A robust joint face model for human emotion recognition. - Ayesha Hakim; Stephen Marsland; Hans W. Guesgen (IVCNZ, 2012)

An Approach to Parallel Class Expression Learning. - An C. Tran; Jens Dietrich 001; Hans W. Guesgen; Stephen Marsland (RuleML, 2012)

Interpreting Observed Action (Dagstuhl Seminar 12491). - Susanne Biundo-Stephan; Hans Werner Guesgen; Joachim Hertzberg; Stephen Marsland (Dagstuhl Reports, 2012)

Two-way Parallel Class Expression Learning. - An C. Tran; Jens Dietrich 001; Hans W. Guesgen; Stephen Marsland (ACML, 2012)

Towards Behaviour Recognition with Unlabelled Sensor Data. - Sook-Ling Chua; Stephen Marsland; Hans W. Guesgen (Human Behavior Recognition Technologies, 2013)

An Approach to Numeric Refinement in Description Logic Learning for Learning Activities Duration in Smart Homes. - An C. Tran; Hans W. Guesgen; Jens Dietrich 001; Stephen Marsland (AAAI Workshop: Space, Time, and Ambient Intelligence, 2013)

Computational Analysis of Emotion Dynamics. - Ayesha Hakim; Stephen Marsland; Hans W. Guesgen (ACII, 2013)

Statistical Modelling of Complex Emotions Using Mixture of Von Mises Distributions. - Ayesha Hakim; Stephen Marsland; Hans W. Guesgen (ACII, 2013)

Improving Predictive Specificity of Description Logic Learners by Fortification. - An Cong Tran; Jens Dietrich 001; Hans W. Guesgen; Stephen Marsland (ACML, 2013)

Network Parameters in Practice: A Case Study Using the Target Set Selection Problem. - Callum Lowcay; Stephen Marsland; Catherine McCartin (SITIS, 2013)

Constrained Switching in Graphs: A Constructive Proof. - Callum Lowcay; Stephen Marsland; Catherine McCartin (SITIS, 2013)

Geodesic Warps by Conformal Mappings. - Stephen R. Marsland; Robert I. McLachlan; Klas Modin; Matthew Perlmutter (Int. J. Comput. Vis., 2013)

Towards a monitoring smart home for the elderly: One experience in retrofitting a sensor network into an existing home. - Giovanni S. Moretti; Stephen Marsland; Debraj Basu 002; Gourab Sen Gupta (J. Ambient Intell. Smart Environ., 2013)

From Object Recognition to Activity Interpretation and Back, Based on Point Cloud Data. - Sven Albrecht; Thomas Wiemann; Joachim Hertzberg; Hans W. Guesgen; Stephen Marsland (Künstliche Intell., 2013)

Machine Learning. - Stephen Marsland (Computing Handbook, 3rd ed. (1), 2014)

On the Shape of Circular Dependencies in Java Programs. - Hussain A. Al-Mutawa; Jens Dietrich 001; Stephen Marsland; Catherine McCartin (Australian Software Engineering Conference, 2014)

Network parameters and heuristics in practice: a case study using the target set selection problem. - Callum Lowcay; Stephen Marsland; Catherine McCartin (J. Complex Networks, 2014)

An exemplar-based learning approach for detection and classification of malicious network streams in honeynets. - Fahim H. Abbasi; Richard J. Harris 001; Stephen Marsland; Giovanni S. Moretti (Secur. Commun. Networks, 2014)

Performance Regression Testing on the Java Virtual Machine Using Statistical Test Oracles. - Fergus Hewson; Jens Dietrich 001; Stephen Marsland (ASWEC, 2015)

Principal Autoparallel Analysis: Data Analysis in Weitzenböck Space. - Stephen Marsland; Carole J. Twining (CoRR, 2015)

Segmentation of harmonic syllables in noisy recordings of bird vocalisations. - Yukio Fukuzawa; Stephen Marsland; Matthew D. M. Pawley; Andrew Gilman (IVCNZ, 2016)

Möbius invariants of shapes and images. - Stephen Marsland; Robert I. McLachlan (CoRR, 2016)

Using Contextual Information for Recognising Human Behaviour. - Hans W. Guesgen; Stephen Marsland (Int. J. Ambient Comput. Intell., 2016)

A supervised learning approach for behaviour recognition in smart homes. - Sook-Ling Chua; Stephen Marsland; Hans W. Guesgen (J. Ambient Intell. Smart Environ., 2016)

Data analysis in Weitzenbock space. - Stephen R. Marsland; Carole J. Twining (IJCNN, 2017)

Model and feature selection for the classification of dark field pollen images using the classifynder system. - Ben Pedersen; Donald G. Bailey; Robert M. Hodgson; Katherine Holt; Stephen Marsland (IVCNZ, 2017)

Parallel Symmetric Class Expression Learning. - An C. Tran; Jens Dietrich 001; Hans W. Guesgen; Stephen Marsland (J. Mach. Learn. Res., 2017)

Foreword: special issue for the journal track of the 8th Asian conference on machine learning (ACML 2016). - Robert J. Durrant; Kee-Eung Kim; Geoffrey Holmes 001; Stephen Marsland; Masashi Sugiyama; Zhi-Hua Zhou (Mach. Learn., 2017)

Langevin Equations for Landmark Image Registration with Uncertainty. - Stephen Marsland; Tony Shardlow (SIAM J. Imaging Sci., 2017)

K-Bit-Swap: a new operator for real-coded evolutionary algorithms. - Aram Ter-Sarkisov; Stephen Marsland (Soft Comput., 2017)

Modelling Spatial and Temporal Context to Support Activity Recognition. - Hans W. Guesgen; Stephen Marsland (State of the Art in AI Applied to Ambient Intelligence, 2017)

Revisiting the size effect in software fault prediction models. - Amjed Tahir; Kwabena Ebo Bennin; Stephen G. MacDonell; Stephen Marsland (ESEM, 2018)

Using Spatio-Temporal Anomalies to Detect Abnormal Behaviour in Smart Homes. - Hans W. Guesgen; Dick Whiddett; Inga M. Hunter; Phoebe Elers; Caroline Lockhart; Amardeep Singh; Stephen Marsland (FLAIRS, 2018)

The role of grouping in sketched diagram recognition. - Amirhossein Ghodrati; Rachel Blagojevic; Hans W. Guesgen; Stephen Marsland; Beryl Plimmer (Expressive, 2018)

A Learning Approach for Ill-Posed Optimisation Problems. - Jörg Frochte; Stephen Marsland (AusDM, 2019)

Currents and Finite Elements as Tools for Shape Space. - James Benn; Stephen Marsland; Robert I. McLachlan; Klas Modin; Olivier Verdier (J. Math. Imaging Vis., 2019)

Regression learning on patches. - Jörg Frochte; Stephen Marsland (SSCI, 2020)

Parallelization, initialization, and boundary treatments for the diamond scheme. - Stephen Marsland; Robert I. McLachlan; Matt Wilkins (Numer. Algorithms, 2020)

Classifying Organisms and Artefacts By Their Shapes. - 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; et al. (CoRR, 2021)

Wind-robust sound event detection and denoising for bioacoustics. - Julius Juodakis; Stephen Marsland (CoRR, 2021)

Analysing 'Simple' Image Registrations. - Stephen Marsland; Robert I. McLachlan; Raziyeh Zarre (J. Math. Imaging Vis., 2021)

Design of a low-cost passive acoustic monitoring system for animal localisation from calls. - Benjamin Yen 001; Jemima Prins; Gian Schmid; Yusuke Hioka; Susan Ellis; Stephen Marsland (IROS, 2022)

Computational representation and analysis of emotion dynamics. - Ayesha Hakim; Stephen Marsland; Hans W. Guesgen (Multim. Tools Appl., 2022)

Incremental Learning of Human Activities in Smart Homes. - Sook-Ling Chua; Lee Kien Foo; Hans W. Guesgen; Stephen Marsland (Sensors, 2022)

Deep Mixtures of Variational Autoencoders Model for Representation Learning and Clustering Tasks. - Mashfiqul Huq Chowdhury; Yuichi Hirose; Stephen Marsland; Yuan Yao (ICONIP (2), 2024)

Unsupervised Clustering Using a Variational Autoencoder with Constrained Mixtures for Posterior and Prior. - Mashfiqul Huq Chowdhury; Yuichi Hirose; Stephen Marsland; Yuan Yao (PRICAI (1), 2024)