Article

Karmakar, C, Khandoker, A, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2013) Understanding ageing effects using complexity analysis of foot-ground clearance during walking. Computer Methods in Biomechanics and Biomedical Engineering, 16 (5). 554 - 564. ISSN 1025-5842

Shilton, A, Lai, Daniel ORCID: 0000-0003-3459-7709, Santhiranayagam, Braveena K and Palaniswami, M (2012) A Note on Octonionic Support Vector Regression. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 42 (3). pp. 950-955. ISSN 1083-4419 (print) 1941-0492 (online)

Marin-Perianu, Raluca, Marin-Perianu, Mihai, Havinga, Paul, Taylor, Simon, Begg, Rezaul, Palaniswami, M and Rouffet, David (2011) A performance analysis of a wireless body-area network monitoring system for professional cycling. Personal and Ubiquitous Computing. ISSN 1617-4917

Shilton, A, Lai, Daniel ORCID: 0000-0003-3459-7709 and Palaniswami, M (2010) A Division Algebraic Framework for Multidimensional Support Vector Regression. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 40 (2). pp. 517-528. ISSN 1083-4419

Khandoker, A, Lynch, Kate, Karmakar, C, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2010) Toe clearance and velocity profiles of young and elderly during walking on sloped surfaces. Journal of NeuroEngineering and Rehabilitation, 7 (18). pp. 1-10. ISSN 1743-0003 (print) 1743-0003 (online)

Lai, Daniel ORCID: 0000-0003-3459-7709, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2009) Computational Intelligence in Gait Research: A Perspective on Current Applications and Future Challenges. IEEE Transactions on Information Technology in Biomedicine, 13 (5). pp. 687-702. ISSN 1089-7771

Lai, Daniel ORCID: 0000-0003-3459-7709, Levinger, Pazit ORCID: 0000-0001-6660-9183, Begg, Rezaul ORCID: 0000-0002-3195-8591, Gilleard, W and Palaniswami, M (2009) Automatic Recognition of Gait Patterns Exhibiting Patellofemoral Pain Syndrome Using a Support Vector Machine Approach. IEEE Transactions on Information Technology in Biomedicine, 13 (5). pp. 810-817. ISSN 1089-7771

Shilton, A, Lai, Daniel ORCID: 0000-0003-3459-7709 and Palaniswami, M (2009) A Division Algebraic Framework for Multidimensional Support Vector Regression. IEEE Transactions on Systems, Man and Cybernetics Part B, 40 (2). pp. 517-528. ISSN 1083-4419

Lai, Daniel ORCID: 0000-0003-3459-7709, Begg, Rezaul ORCID: 0000-0002-3195-8591, Taylor, Simon ORCID: 0000-0002-4548-055X and Palaniswami, M (2008) Detection of tripping gait patterns in the elderly using autoregressive features and support vector machines. Journal of Biomechanics, 41 (8). 1762 - 1772. ISSN 0021-9290

Khandoker, A, Palaniswami, M and Begg, Rezaul ORCID: 0000-0002-3195-8591 (2008) A comparative study on approximate entropy measures and Poincare plot indexes of minimum foot clearance variability in the elderly during walking. Journal of NeuroEngineering and Rehabilitation, 5 (4). ISSN 1743-0003

Khandoker, Ahsan, Taylor, Simon, Karmakar, Chandan, Begg, Rezaul and Palaniswami, M (2008) Investigating scale invariant dynamics in minimum toe clearance variability of the young and elderly during treadmill walking. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 16 (4). pp. 380-389. ISSN 1534-4320

Lai, Daniel, Charry, Edgar, Begg, Rezaul and Palaniswami, M (2008) A prototype wireless inertial-sensing device for measuring toe clearance. IEEE Engineering in Medicine and Biology Society. Conference Proceedings. pp. 4899-4902. ISSN 1557-170X

Lai, Daniel ORCID: 0000-0003-3459-7709, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2008) SVM models for diagnosing balance problems using statistical features of the MTC signals. International Journal of Computational Intelligence and Applications, 7 (3). pp. 317-331. ISSN 1469-0268

Lai, Daniel, Begg, Rezaul, Taylor, Simon and Palaniswami, M (2008) Detection of tripping gait patterns in the elderly using autoregressive features and support rector machines. Journal of Biomechanics, 41 (8). pp. 1762-1772. ISSN 0021-9290

Khandoker, A, Lai, Daniel ORCID: 0000-0003-3459-7709, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2007) Wavelet-based feature extraction for support vector machines for screening balance impairments in the elderly. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 15 (4). 587 - 597. ISSN 1534-4320

Gubbi, J, Lai, Daniel ORCID: 0000-0003-3459-7709, Palaniswami, M and Parker, M (2006) Protein Secondary Structure Prediction Using Support Vector Machines and a New Feature Representation. International Journal of Computational Intelligence and Applications, 6 (4). pp. 551-567. ISSN 1469-0268

Begg, Rezaul, Palaniswami, M and Owen, B (2005) Support vector machines for automated gait classification. IEEE Transactions on Biomedical Engineering, 52 (5). pp. 828-838. ISSN 0018-9294

Book

Begg, Rezaul ORCID: 0000-0002-3195-8591, Palaniswami, M and Lai, Daniel ORCID: 0000-0003-3459-7709, eds. (2011) Healthcare sensor networks :challenges toward practical implementation. Chemical Rubber Company (CRC) Press, Boca Raton, FL.

Begg, Rezaul ORCID: 0000-0002-3195-8591, Lai, Daniel ORCID: 0000-0003-3459-7709 and Palaniswami, M (2008) Computational Intelligence in Biomedical Engineering. Chemical Rubber Company (CRC Press), Boca Raton, Fla..

Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M, eds. (2006) Computational Intelligence for Movement Sciences: Neural Networks and Other Emerging Techniques. Computational Intelligence and Its Applications Series . IGI Global, pp. 1-396.

Book Section

Lai, Daniel ORCID: 0000-0003-3459-7709, Santhiranayagam, Braveena K, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2012) Sensor Networks in Healthcare: A new paradigm for improving future global health. In: Healthcare Sensor Networks: challenges towards practical implementation. Begg, Rezaul, Palaniswami, M and Lai, Daniel, eds. Chemical Rubber Company (CRC) Press, Boca Raton, pp. 1-20.

Pendhaker, G, Lai, Daniel ORCID: 0000-0003-3459-7709, Shilton, A and Polman, Remco (2011) The Challenges of Monitoring Physical Activity in Children with Wearable Sensor Technologies. In: Healthcare Sensor Networks: Challenges Toward Practical Implementation. Lai, Daniel, Palaniswami, M and Begg, Rezaul, eds. CRC Press, Boca Raton, FL, pp. 221-246.

Santhiranayagam, Braveena K, Lai, Daniel ORCID: 0000-0003-3459-7709, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2011) Estimation of end point foot clearance points from inertial sensor data. In: 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, Piscataway, N.J., pp. 6503-6506.

Santhiranayagam, Braveena K, Lai, Daniel ORCID: 0000-0003-3459-7709, Shilton, A, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2011) Regression Models for Estimating Gait Parameters Using Inertial Sensors. In: 2011 Seventh International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2011). IEEE, United States, pp. 46-51.

Marin-Perianu, Raluca, Marin-Perianu, Mihai, Rouffet, David, Taylor, Simon, Havinga, Paul, Begg, Rezaul and Palaniswami, M (2011) Body Area Wireless Sensor Networks for the Analysis of Cycling Performance. In: Proceedings of the 5th International ICST Conference on Body Area Networks : 10-12 September 2010, Corfu, Greece : BodyNets 2010. Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, New York, pp. 1-7.

Santhiranayagam, Braveena K, Lai, Daniel ORCID: 0000-0003-3459-7709, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2010) Correlations between end point foot trajectories and inertial sensor data. In: ISSNIP : proceedings of the 2010 Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing : 7-10 December 2010, Brisbane, Australia. Marusic, S, Palaniswami, M, Gubbi, J and Corkeron, Peter J, eds. IEEE, Piscataway, N.J., pp. 315-320.

Charry, E, Lai, Daniel ORCID: 0000-0003-3459-7709, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2009) A Study On Band-Pass Filtering For Calculating Foot Displacements From Accelerometer And Gyroscope Sensors. In: Proceedings of the annual international conference of the IEEE Engineering in Medicine and Biology Society. IEEE, New York.

Lai, Daniel ORCID: 0000-0003-3459-7709, Pakkanen, J, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2008) Computational Intelligence and Sensor Networks for Biomedical Systems. In: Encyclopedia of Healthcare Information Systems. Wickramasinghe, Nilmini and Geisler, Eliezer, eds. Medical Information Science Reference, Hershey, Pa., USA, pp. 261-273.

Lai, Daniel ORCID: 0000-0003-3459-7709, Mani, N and Palaniswami, M (2006) An inexact penalty method for the semiparametric Support Vector Machine classifier. In: 2006 International Joint Conference on Neural Networks, Sheraton Vancouver Wall Centre Hotel, Vancouver, BC, Canada, July 16-21, 2006|. IEEE, Piscataway, New Jersey, pp. 333-338.

Begg, Rezaul, Hassan, Rafuil, Taylor, Simon and Palaniswami, M (2005) Artificial Neural Network Models in the Diagnosis of Balance Impairments. In: Proceedings of the International Conference on Intelligent Sensing and Information Processing 2005 : ‬4-7 January 2005, Chennai, India. Palaniswami, M, ed. IEEE, ‬Piscataway, N.J, pp. 518-522.

Begg, Rezaul ORCID: 0000-0002-3195-8591, Lai, Daniel ORCID: 0000-0003-3459-7709, Taylor, Simon ORCID: 0000-0002-4548-055X and Palaniswami, M (2005) SVM Models in the Diagnosis of Balance Impairments. In: Proceedings of the 3rd International Conference on Intelligent Sensing and Information Processing, December 14-17, 2005 Bangalore, India. IEEE, Paoli, PA , pp. 248-253.

Begg, Rezaul ORCID: 0000-0002-3195-8591, Palaniswami, M, Owen, Brendan, Taylor, Simon and Dell'Oro, Lisa Ann (2004) MFC Histogram and Poincare Plot Images for Automated Gait Detection. In: Proceedings of the International Conference on Intelligent Sensing and Information Processing. IEEE, United States, pp. 368-372.

Lai, Daniel ORCID: 0000-0003-3459-7709, Mani, N and Palaniswami, M (2004) A dynamic system framework for the decomposition method solving Support Vector Machines. In: ‬Proceedings of the 2004 Intelligent Sensors, Sensor Networks & Information Processing Conference :‎ ‬14-17 December 2004, Melbourne, Australia. IEEE, Adelaide, South Australia, pp. 283-288.

Lai, Daniel ORCID: 0000-0003-3459-7709, Palaniswami, M and Mani, N (2004) An extrapolated Sequential Minimal Optimization Algorithm for Support Vector Machines. In: Proceedings of International Conference on Intelligent Sensing and Information Processing 2004. IEEE, Piscataway, N.J, pp. 415-421.

Lai, Daniel ORCID: 0000-0003-3459-7709, Palaniswami, M and Mani, N (2004) A new momentum minimization decomposition method for support vector machines. In: Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on. IEEE, pp. 2001-2006.

Lai, Daniel ORCID: 0000-0003-3459-7709, Palaniswami, M and Mani, N (2003) Fast linear stationary methods for Automatically Biased Support Vector Machines. In: Proceedings of the International Joint Conference on Neural Networks 2003. IEEE, ‬Piscataway, pp. 2060-2065.

Conference or Workshop Item

Santhiranayagam, Braveena K, Lai, Daniel ORCID: 0000-0003-3459-7709, Shilton, A, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2013) Autonomous detection of different walking tasks using end point foot trajectory vertical displacement data. In: 2013 IEEE Eight International Conference on Intelligent Sensors, Sensor Networks and Information Processing, 02 April 2014-05 April 2014, Melbourne, VIC.

Shilton, A, Lai, Daniel ORCID: 0000-0003-3459-7709 and Palaniswami, M (2012) The conic-segmentation support vector machine - A target space method for multiclass classification. In: IEEE World Congress on Computational Intelligence, 10 June 2012-15 June 2012, Brisbane, Queensland.

Charry, E, Lai, Daniel ORCID: 0000-0003-3459-7709, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2009) Filtering techniques using frequency analysis for inertial sensors in gait measurements. In: World Congress on Medical Physics and Biomedical Engineering - Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics, 07 September 2009-12 September 2009, Munich.

Lai, Daniel ORCID: 0000-0003-3459-7709, Shilton, A, Charry, E, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2009) A machine learning approach to k-step look-ahead prediction of gait variables from acceleration data. In: 31st Annual International Conference of the IEEE - Engineering in Medicine and Biology Society (EMBS), 02 September 2009-06 September 2009, Minneapolis, Minnesota.

Lai, Daniel ORCID: 0000-0003-3459-7709, Wrigley, TV and Palaniswami, M (2009) Ultrasound monitoring of inter-knee distances during gait. In: 31st Annual International Conference of the IEEE - Engineering in Medicine and Biology Society (EMBS), 02 September 2009-06 September 2009, Minneapolis, Minnesota.

Rouffet, David, Taylor, Simon ORCID: 0000-0002-4548-055X, Sparrow, William A and Begg, Rezaul ORCID: 0000-0002-3195-8591 (2008) Cardio-locomotor entrainment during walking in young healthy people. A preliminary study. In: 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing, 15 December 2008-18 December 2008, Sydney, NSW.

Bagirov, A, Lai, Daniel ORCID: 0000-0003-3459-7709 and Palaniswami, M (2007) A nonsmooth optimization approach to sensor network localization. In: 3rd International Conference on Intelligent Sensors, Sensor Networks and Information (ISSNIP 2007), 03 December 2007-06 December 2007, Melbourne.

Lai, Daniel ORCID: 0000-0003-3459-7709, Levinger, Pazit ORCID: 0000-0001-6660-9183, Begg, Rezaul ORCID: 0000-0002-3195-8591, Gilleard, W and Palaniswami, M (2007) Identification of patellofemoral pain syndrome using a Support Vector Machine approach. In: 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2007), 23 August 2016-26 August 2016, Lyon, France.

Jayavardhana Rama, GL, Palaniswami, M, Lai, Daniel ORCID: 0000-0003-3459-7709 and Parker, MW (2006) A study on the effect of using physico-chemical features in protein secondary structure prediction. In: 7th International FLINS Conference, 29 August 2006-31 August 2006, Genova, Italy.

Lai, Daniel ORCID: 0000-0003-3459-7709, Shilton, A, Mani, N and Palaniswami, M (2005) A convergence rate estimate for the SVM decomposition method. In: IEEE International Joint Conference on Neural Networks (2005 IJCNN), 31 July 2005-04 August 2005, Montreal, Canada.

Lai, Daniel ORCID: 0000-0003-3459-7709, Shilton, A, Mani, N and Palaniswami, M (2005) Stability analysis of the decomposition method for solving support vector machines. In: International Conference on Intelligent Sensing and Information Processing (ICISIP 2005), 04 January 2005-07 January 2005, Chennai, India.