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ORCIDStephen R. Marsland
Stephen Marsland
Person information
- affiliation: Victoria University of Wellington, New Zealand
- affiliation (former): Massey University, Palmerston North, New Zealand
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2020 – today
- 2024
[c53]Mashfiqul Huq Chowdhury
, Yuichi Hirose, Stephen Marsland, Yuan Yao:
Unsupervised Clustering Using a Variational Autoencoder with Constrained Mixtures for Posterior and Prior. PRICAI (1) 2024: 29-40- 2022
- [j26]Ayesha Hakim, Stephen Marsland, Hans W. Guesgen:
Computational representation and analysis of emotion dynamics. Multim. Tools Appl. 81(15): 21111-21133 (2022) - [j25]Sook-Ling Chua, Lee Kien Foo, Hans W. Guesgen, Stephen Marsland:
Incremental Learning of Human Activities in Smart Homes. Sensors 22(21): 8458 (2022) - [c52]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: 9247-9252 - 2021
- [j24]Stephen Marsland, Robert I. McLachlan, Raziyeh Zarre:
Analysing 'Simple' Image Registrations. J. Math. Imaging Vis. 63(4): 528-540 (2021) - [i12]Amjed Tahir, Kwabena Ebo Bennin, Stephen G. MacDonell, Stephen Marsland:
Revisiting the size effect in software fault prediction models. CoRR abs/2104.12349 (2021) - [i11]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 abs/2109.00920 (2021) - [i10]Julius Juodakis, Stephen Marsland:
Wind-robust sound event detection and denoising for bioacoustics. CoRR abs/2110.05632 (2021) - 2020
- [j23]Stephen Marsland, Robert I. McLachlan, Matt Wilkins:
Parallelization, initialization, and boundary treatments for the diamond scheme. Numer. Algorithms 84(2): 761-779 (2020) - [c51]Jörg Frochte, Stephen Marsland:
Regression learning on patches. SSCI 2020: 1786-1793
2010 – 2019
- 2019
- [j22]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): 1197-1220 (2019) - [c50]Jörg Frochte, Stephen Marsland:
A Learning Approach for Ill-Posed Optimisation Problems. AusDM 2019: 16-27 - 2018
- [c49]Amjed Tahir, Kwabena Ebo Bennin, Stephen G. MacDonell, Stephen Marsland:
Revisiting the size effect in software fault prediction models. ESEM 2018: 23:1-23:10 - [c48]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 2018: 20-25 - [c47]Amirhossein Ghodrati, Rachel Blagojevic, Hans W. Guesgen, Stephen Marsland, Beryl Plimmer:
The role of grouping in sketched diagram recognition. Expressive 2018: 2:1-2:12 - 2017
- [j21]An C. Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland:
Parallel Symmetric Class Expression Learning. J. Mach. Learn. Res. 18: 64:1-64:34 (2017) - [j20]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): 623-625 (2017) - [j19]Stephen Marsland, Tony Shardlow:
Langevin Equations for Landmark Image Registration with Uncertainty. SIAM J. Imaging Sci. 10(2): 782-807 (2017) - [j18]Aram Ter-Sarkisov, Stephen Marsland:
K-Bit-Swap: a new operator for real-coded evolutionary algorithms. Soft Comput. 21(20): 6133-6142 (2017) - [c46]Stephen R. Marsland, Carole J. Twining:
Data analysis in Weitzenbock space. IJCNN 2017: 340-347 - [c45]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: 1-5 - [p4]Hans W. Guesgen, Stephen Marsland:
Modelling Spatial and Temporal Context to Support Activity Recognition. State of the Art in AI Applied to Ambient Intelligence 2017: 35-47 - 2016
- [j17]Hans W. Guesgen, Stephen Marsland:
Using Contextual Information for Recognising Human Behaviour. Int. J. Ambient Comput. Intell. 7(1): 27-44 (2016) - [j16]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): 259-271 (2016) - [c44]Yukio Fukuzawa, Stephen Marsland, Matthew D. M. Pawley, Andrew Gilman:
Segmentation of harmonic syllables in noisy recordings of bird vocalisations. IVCNZ 2016: 1-6 - [e2]Donald G. Bailey, Gourab Sen Gupta, Stephen Marsland:
2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, November 21-22, 2016. IEEE 2016, ISBN 978-1-5090-2748-4 [contents] - [i9]Stephen Marsland, Robert I. McLachlan:
Möbius invariants of shapes and images. CoRR abs/1603.09335 (2016) - [i8]Aram Ter-Sarkisov, Stephen R. Marsland:
K-Bit-Swap: A New Operator For Real-Coded Evolutionary Algorithms. CoRR abs/1604.06607 (2016) - 2015
- [c43]Fergus Hewson, Jens Dietrich, Stephen Marsland:
Performance Regression Testing on the Java Virtual Machine Using Statistical Test Oracles. ASWEC 2015: 18-27 - [i7]Stephen Marsland, Carole J. Twining:
Principal Autoparallel Analysis: Data Analysis in Weitzenböck Space. CoRR abs/1511.03355 (2015) - 2014
- [j15]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): 373-393 (2014) - [j14]Fahim H. Abbasi, Richard J. Harris, Stephen Marsland, Giovanni S. Moretti:
An exemplar-based learning approach for detection and classification of malicious network streams in honeynets. Secur. Commun. Networks 7(2): 352-364 (2014) - [c42]Hussain A. Al-Mutawa, Jens Dietrich, Stephen Marsland, Catherine McCartin:
On the Shape of Circular Dependencies in Java Programs. Australian Software Engineering Conference 2014: 48-57 - [p3]Stephen Marsland:
Machine Learning. Computing Handbook, 3rd ed. (1) 2014: 36: 1-17 - 2013
- [j13]Stephen R. Marsland, Robert I. McLachlan, Klas Modin, Matthew Perlmutter:
Geodesic Warps by Conformal Mappings. Int. J. Comput. Vis. 105(2): 144-154 (2013) - [j12]Giovanni S. 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): 639-656 (2013) - [j11]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): 161-167 (2013) - [c41]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 - [c40]Ayesha Hakim, Stephen Marsland, Hans W. Guesgen:
Computational Analysis of Emotion Dynamics. ACII 2013: 185-190 - [c39]Ayesha Hakim, Stephen Marsland, Hans W. Guesgen:
Statistical Modelling of Complex Emotions Using Mixture of Von Mises Distributions. ACII 2013: 517-522 - [c38]An Cong Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland:
Improving Predictive Specificity of Description Logic Learners by Fortification. ACML 2013: 419-434 - [c37]Callum Lowcay, Stephen Marsland, Catherine McCartin:
Network Parameters in Practice: A Case Study Using the Target Set Selection Problem. SITIS 2013: 521-529 - [c36]Callum Lowcay, Stephen Marsland, Catherine McCartin:
Constrained Switching in Graphs: A Constructive Proof. SITIS 2013: 599-604 - [p2]Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen:
Towards Behaviour Recognition with Unlabelled Sensor Data. Human Behavior Recognition Technologies 2013: 86-110 - [e1]Hans Werner Guesgen, Stephen Marsland:
Human Behavior Recognition Technologies - Intelligent Applications for Monitoring and Security. IGI Global 2013, ISBN 978-1-466-63682-8 [contents] - 2012
- [c35]H. Joe Steinhauer, Stephen Marsland, Hans W. Guesgen:
Context Awareness for a Smart Environment Utilizing Context Maps and Dempster-Shafer Theory. ICOST 2012: 270-273 - [c34]Ayesha Hakim, Stephen Marsland, Hans W. Guesgen:
A robust joint face model for human emotion recognition. IVCNZ 2012: 352-357 - [c33]An C. Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland:
An Approach to Parallel Class Expression Learning. RuleML 2012: 302-316 - [c32]An C. Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland:
Two-way Parallel Class Expression Learning. ACML 2012: 443-458 - [i6]Susanne Biundo-Stephan, Hans Werner Guesgen, Joachim Hertzberg, Stephen Marsland:
Interpreting Observed Action (Dagstuhl Seminar 12491). Dagstuhl Reports 2(12): 1-16 (2012) - 2011
- [c31]Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen:
Unsupervised Learning of Human Behaviours. AAAI 2011: 319-324 - [c30]Aram Ter-Sarkisov, Stephen R. Marsland:
Convergence Properties of (μ + λ) Evolutionary Algorithms. AAAI 2011: 1816-1817 - [c29]Aram Ter-Sarkisov, Stephen R. Marsland:
Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function. Australasian Conference on Artificial Intelligence 2011: 361-371 - [c28]Graham Jenson, Jens Dietrich, Hans W. Guesgen, Stephen Marsland:
An empirical study into component system evolution. CBSE 2011: 189-192 - [c27]Carole J. Twining, Stephen Marsland, Christopher J. Taylor:
Metrics, Connections, and Correspondence: The Setting for Groupwise Shape Analysis. EMMCVPR 2011: 399-412 - [c26]Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen:
Unsupervised Learning of Patterns in Data Streams Using Compression and Edit Distance. IJCAI 2011: 1231-1236 - [c25]Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen:
Behaviour Recognition in Smart Homes. IJCAI 2011: 2788-2789 - [c24]Aram Ter-Sarkisov, Stephen Marsland:
Convergence Properties of Two (μ+λ) Evolutionary Algorithms on OneMax and Royal Roads Test Functions. IJCCI (ECTA-FCTA) 2011: 196-202 - [i5]Aram Ter-Sarkisov, Stephen R. Marsland:
Convergence Properties of Two (μ + λ) Evolutionary Algorithms On OneMax and Royal Roads Test Functions. CoRR abs/1108.4080 (2011) - [i4]Aram Ter-Sarkisov, Stephen R. Marsland:
Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function. CoRR abs/1108.4083 (2011) - 2010
- [j10]Hans W. Guesgen, Stephen Marsland:
Spatio-Temporal Footprints. Int. J. Ambient Comput. Intell. 2(1): 52-58 (2010) - [j9]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): 211-232 (2010) - [c23]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 - [c22]Andrew Gilman, Donald G. Bailey, Stephen Marsland:
Least-squares Optimal Interpolation for Fast Image Super-resolution. DELTA 2010: 29-34 - [c21]Aram Ter-Sarkisov, Stephen R. Marsland, Barbara R. Holland:
The K-bit-swap: a new genetic algorithm operator. GECCO 2010: 815-816 - [c20]An Cong Tran, Stephen Marsland, Jens Dietrich, Hans W. Guesgen, Paul Lyons:
Use Cases for Abnormal Behaviour Detection in Smart Homes. ICOST 2010: 144-151 - [c19]Paul Johnson, Stephen Marsland:
Beat: a tool for visualizing the execution of object orientated concurrent programs. SOFTVIS 2010: 225-226 - [c18]Ayesha Hakim, Stephen Marsland, Hans W. Guesgen:
A Reliable Hybrid Technique for Human Face Detection. VISAPP (2) 2010: 241-244 - [p1]Hans W. Guesgen, Stephen Marsland:
Spatio-Temporal Reasoning and Context Awareness. Handbook of Ambient Intelligence and Smart Environments 2010: 609-634
2000 – 2009
- 2009
- [b1]Stephen Marsland:
Machine Learning - An Algorithmic Perspective. Chapman and Hall / CRC machine learning and pattern recognition series, CRC Press 2009, ISBN 978-1-4200-6718-7, pp. I-XVI, 1-390 - [c17]Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen:
Behaviour Recognition from Sensory Streams in Smart Environments. Australasian Conference on Artificial Intelligence 2009: 666-675 - [c16]Colin D. Rose, Stephen R. Marsland, Don Law:
Optimisation of the gas-exchange system of combustion engines by Genetic Algorithm. ICARA 2009: 555-560 - 2008
- [j8]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): 313-326 (2008) - [j7]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): 333-346 (2008) - [c15]Andrew Gilman, Donald G. Bailey, Stephen Marsland:
Interpolation Models for Image Super-resolution. DELTA 2008: 55-60 - 2007
- [c14]Stephen R. Marsland, Robert I. McLachlan:
A Hamiltonian Particle Method for Diffeomorphic Image Registration. IPMI 2007: 396-407 - 2006
- [j6]Robert I. McLachlan, Stephen R. Marsland:
The Kelvin-Helmholtz Instability of Momentum Sheets in the Euler Equations for Planar Diffeomorphisms. SIAM J. Appl. Dyn. Syst. 5(4): 726-758 (2006) - [c13]Anna Mills, Tony Shardlow, Stephen Marsland:
Computing the Geodesic Interpolating Spline. WBIR 2006: 169-177 - 2005
- [j5]Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro:
On-line novelty detection for autonomous mobile robots. Robotics Auton. Syst. 51(2-3): 191-206 (2005) - [c12]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: 1-14 - 2004
- [j4]Stephen Marsland, Carole J. Twining:
Constructing diffeomorphic representations for the groupwise analysis of nonrigid registrations of medical images. IEEE Trans. Medical Imaging 23(8): 1006-1020 (2004) - [c11]Carole J. Twining, Stephen Marsland, Christopher J. Taylor:
Groupwise Non-Rigid Registration: The Minimum Description Length Approach. BMVC 2004: 1-10 - [c10]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: 316-327 - [c9]Carole J. Twining, Stephen Marsland, Christopher J. Taylor:
A Unified Information-Theoretic Approach to the Correspondence Problem in Image Registration. ICPR (3) 2004: 704-709 - [c8]Stephen Marsland, Iain E. Buchan:
Clinical Quality Needs Complex Adaptive Systems and Machine Learning. MedInfo 2004: 644-647 - 2003
- [c7]Jason Fleischer, Stephen Marsland, Jonathan Shapiro:
Sensory Anticipation for Autonomous Selection of Robot Landmarks. ABiALS 2003: 201-221 - [c6]Carole J. Twining, Stephen Marsland:
Constructing Diffeomorphic Representations of Non-rigid Registrations of Medical Images. IPMI 2003: 413-425 - [c5]Stephen Marsland, Carole J. Twining, Christopher J. Taylor:
Groupwise Non-rigid Registration Using Polyharmonic Clamped-Plate Splines. MICCAI (2) 2003: 771-779 - [c4]Stephen Marsland, Carole J. Twining:
Constructing Data-Driven Optimal Representations for Iterative Pairwise Non-rigid Registration. WBIR 2003: 50-60 - 2002
- [j3]Tom Duckett, Stephen Marsland, Jonathan Shapiro:
Fast, On-Line Learning of Globally Consistent Maps. Auton. Robots 12(3): 287-300 (2002) - [j2]Stephen Marsland, Jonathan Shapiro, Ulrich Nehmzow:
A self-organising network that grows when required. Neural Networks 15(8-9): 1041-1058 (2002) - [c3]Carole J. Twining, Stephen Marsland, Christopher J. Taylor:
Measuring Geodesic Distances on the Space of Bounded Diffeomorphisms. BMVC 2002: 1-10 - [c2]Paul A. Crook, Stephen Marsland, Gillian Hayes, Ulrich Nehmzow:
A Tale of Two Filters - On-Line Novelty Detection. ICRA 2002: 3894-3899 - 2001
- [j1]Stephen Marsland, Ulrich Nehmzow, Tom Duckett:
Learning to select distinctive landmarks for mobile robot navigation. Robotics Auton. Syst. 37(4): 241-260 (2001) - 2000
- [c1]Tom Duckett, Stephen Marsland, Jonathan Shapiro:
Learning Globally Consistent Maps by Relaxation. ICRA 2000: 3841-3846 - [i3]Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro:
Novelty Detection for Robot Neotaxis. CoRR cs.RO/0006005 (2000) - [i2]Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro:
A Real-Time Novelty Detector for a Mobile Robot. CoRR cs.RO/0006006 (2000) - [i1]Stephen Marsland, Ulrich Nehmzow, Jonathan Shapiro:
Novelty Detection on a Mobile Robot Using Habituation. CoRR cs.RO/0006007 (2000)
Coauthor Index
Hans W. Guesgen
aka: Hans Werner Guesgen
aka: Hans Werner Guesgen
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