Dr Mahsa Baktashmotlagh

Lecturer in Data Analytics

School of Information Technology and Electrical Engineering
Faculty of Engineering, Architecture and Information Technology
m.baktashmotlagh@uq.edu.au
+61 7 336 57597

Overview

Mahsa Baktashmotlagh is currently a Lecturer at UQ with a research focus, developing machine learning and datamining techniques applied in: Visual data analysis (Visual domain adaptation, video classification, and animal’s foragingbehavioural analysis), Road traffic networks (Mining large scale road traffic networks and building a road loadbalancing tool to predict congestion on any road in the city) , Biomedical data (Prediction of neonatal sepsis), and Finance (Hedging foreign exchange trading risks).

Qualifications

  • Doctor of Philosophy, The University of Queensland

Publications

  • Carstens, 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

  • Baktashmotlagh, 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: 2353-2366. doi:10.1109/TPAMI.2014.2339851

  • Baktashmotlagh, Mahsa, Harandi, Mehrtash T., Lovell, Brian C. and Salzmann, Mathieu (2014). Domain adaptation on the statistical manifold. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, United States, (2481-2488). 23-28 June 2014. doi:10.1109/CVPR.2014.318

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Grants

View all Grants

Publications

Journal Article

Conference Publication

  • Baktashmotlagh, Mahsa, Harandi, Mehrtash T., Lovell, Brian C. and Salzmann, Mathieu (2014). Domain adaptation on the statistical manifold. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, United States, (2481-2488). 23-28 June 2014. doi:10.1109/CVPR.2014.318

  • Baktashmotlagh, Mahsa, Harandi, Mehrtash T., Lovell, Brian C. and Salzmann, Mathieu (2013). Unsupervised domain adaptation by Domain Invariant Projection. In: Proceedings: 2013 IEEE International Conference on Computer Vision. 2013 IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, (769-776). 1-8 December 2013. doi:10.1109/ICCV.2013.100

  • Ahmadi, 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. In: Tom Pfeifer, Anura Jayasumana and Damla Turgut, Proceedings of the 37th Annual IEEE Conference on Local Computer Networks (LCN 2012). 37th Annual IEEE Conference on Local Computer Networks (LCN 2012), Clearwater, FL, United States, (180-183). 22-25 October 2012. doi:10.1109/LCN.2012.6423601

  • Norouznezhad, 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. In: Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. 12th European Conference on Computer Vision, ECCV 2012, Florence, Italy, (736-749). 7 - 13 October 2012. doi:10.1007/978-3-642-33712-3_53

  • Baktashmotlagh, Mahsa, Bigdeli, Abbas and Lovell, Brian C. (2011). Dynamic resource aware sensor networks: Integration of sensor cloud and ERPs. In: Proceedings: 8th International Conference on Advanced Video Surveillance. 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2011, Klagenfurt, Austria, (455-460). 30 August - 2 September 2011. doi:10.1109/AVSS.2011.6027375

Other Outputs

Grants (Administered at UQ)