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2016 Conference Publication R1STM: One-class support tensor machine with randomised kernelErfani, Sarah M., Baktashmotlagh, Mahsa, Rajasegarad, Sutharshan, Nguyen, Vinh, Leckie, Christopher, Bailey, James and Ramamohanarao, Kotagiri (2016). R1STM: One-class support tensor machine with randomised kernel. 2016 SIAM International Conference on Data Mining (SDM), Miami, FL United States, 5-7 May 2016. Philadelphia, PA United States: Society for Industrial and Applied Mathematics. doi: 10.1137/1.9781611974348.23 |
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2016 Conference Publication Robust domain generalisation by enforcing distribution invarianceErfani, Sarah M., Baktashmotlagh, Mahsa, Moshtaghi, Masud, Nguyen, Vinh, Leckie, Christopher, Bailey, James and Ramamohanarao, Kotagiri (2016). Robust domain generalisation by enforcing distribution invariance. 25th International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, United States, 9-15 July 2016. Palo Alto, CA United States: AAAI Press / International Joint Conferences on Artificial Intelligence. |
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2016 Journal Article Structure-Activity Studies of Cysteine-Rich α-Conotoxins that Inhibit High Voltage-Activated Calcium Channels via GABAB Receptor Activation Reveal a Minimal Functional MotifCarstens, Bodil B., Berecki, Geza, Daniel, James T., Lee, Han Siean, Jackson, Kathryn A. V., Tae, Han-Shen, Sadeghi, Mahsa, Castro, Joel, O'Donnell, Tracy, Deiteren, Annemie, Brierley, Stuart M., Craik, David J., Adams, David J. and Clark, Richard J. (2016). Structure-Activity Studies of Cysteine-Rich α-Conotoxins that Inhibit High Voltage-Activated Calcium Channels via GABAB Receptor Activation Reveal a Minimal Functional Motif. Angewandte Chemie - International Edition, 55 (15), 4692-4696. doi: 10.1002/anie.201600297 |
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2015 Conference Publication Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFsHarandi, Mehrtash, Salzmann, Mathieu and Baktashmotlagh, Mahsa (2015). Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs. 2015 IEEE International Conference on Computer Vision (ICCV), Santiago, Chile, 7-13 December 2015. Piscataway, NJ United States: IEEE. doi: 10.1109/iccv.2015.468 |
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2015 Conference Publication R1SVM: A randomised nonlinear approach to large-scale anomaly detectionErfani, Sarah M., Baktashmotlagh, Mahsa, Rajasegarar, Sutharshan, Karunasekera, Shanika and Leckie, Chris (2015). R1SVM: A randomised nonlinear approach to large-scale anomaly detection. AI Access Foundation. |
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2015 Conference Publication R1SVM: A randomised nonlinear approach to large-scale anomaly detectionM. Erfani, Sarah, Baktashmotlagh, Mahsa, Rajasegarar, Sutharshan, Karunasekera, Shanika and Leckie, Chris (2015). R1SVM: A randomised nonlinear approach to large-scale anomaly detection. Twenty-Ninth AAAI Conference on Artificial Intelligence, Austin, TX, United States, 25-30 January 2015. Palo Alto, CA, United States: Association for the Advancement of Artificial Intelligence (AAAI). doi: 10.1609/aaai.v29i1.9208 |
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2014 Journal Article Discriminative non-linear stationary subspace analysis for video classificationBaktashmotlagh, Mahsa, Harandi, Mehrtash, Lovell, Brian C. and Salzmann, Mathieu (2014). Discriminative non-linear stationary subspace analysis for video classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36 (12) 6857376, 2353-2366. doi: 10.1109/TPAMI.2014.2339851 |
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2014 Conference Publication Domain adaptation on the statistical manifoldBaktashmotlagh, Mahsa, Harandi, Mehrtash T., Lovell, Brian C. and Salzmann, Mathieu (2014). Domain adaptation on the statistical manifold. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, United States, 23-28 June 2014. Piscataway, NJ, United States: I E E E Computer Society. doi: 10.1109/CVPR.2014.318 |
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2014 Other Outputs Learning Invariances for High-Dimensional Data AnalysisBaktashmotlagh, Mahsa (2014). Learning Invariances for High-Dimensional Data Analysis. PhD Thesis, School of Information Technology and Electrical Engineering, The University of Queensland. doi: 10.14264/uql.2014.183 |
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2013 Conference Publication Non-linear stationary subspace analysis with application to video classificationBaktashmotlagh, Mahsa, Harandi, Mehrtash T., Bigdeli, Abbas, Lovell, Brian C. and Salzmann, Mathieu (2013). Non-linear stationary subspace analysis with application to video classification. 30th International Conference on Machine Learning, Atlanta, GA, United States, 16 - 21 June 2013. Germany: International Machine Learning Society (IMLS). |
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2013 Conference Publication Unsupervised domain adaptation by Domain Invariant ProjectionBaktashmotlagh, Mahsa, Harandi, Mehrtash T., Lovell, Brian C. and Salzmann, Mathieu (2013). Unsupervised domain adaptation by Domain Invariant Projection. 2013 IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, 1-8 December 2013. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICCV.2013.100 |
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2012 Conference Publication Directional space-time oriented gradients for 3D visual pattern analysisNorouznezhad, Ehsan, Harandi, Mehrtash T., Bigdeli, Abbas, Baktash, Mahsa, Postula, Adam and Lovell, Brian C. (2012). Directional space-time oriented gradients for 3D visual pattern analysis. 12th European Conference on Computer Vision, ECCV 2012, Florence, Italy, 7 - 13 October 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-33712-3_53 |
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2012 Conference Publication A wireless mesh sensor network for hazard and safety monitoring at the Port of BrisbaneAhmadi, Amin, Bigdeli, Abbas, Baktashmotlagh, Mahsa and Lovell, Brian C. (2012). A wireless mesh sensor network for hazard and safety monitoring at the Port of Brisbane. 37th Annual IEEE Conference on Local Computer Networks (LCN 2012), Clearwater, FL, United States, 22-25 October 2012. Washington, DC, United States: IEEE. doi: 10.1109/LCN.2012.6423601 |
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2011 Conference Publication Dynamic resource aware sensor networks: Integration of sensor cloud and ERPsBaktashmotlagh, Mahsa, Bigdeli, Abbas and Lovell, Brian C. (2011). Dynamic resource aware sensor networks: Integration of sensor cloud and ERPs. 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2011, Klagenfurt, Austria, 30 August - 2 September 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/AVSS.2011.6027375 |
