Book Chapters

[1]  Jayavardhana Gubbi, Alistair Shilton, Marimuthu Palaniswami, Kernel Methods for Protein Structure prediction, In Y. Zhang and J. Rajapakse, editors, Machine Learning Bioinformatics (Chapter 9), Wiley, pp 209-228, 2009. 
[2]  M. Palaniswami, Bharat Sundaram, Jayavardhana Rama G. L. and Alistair Shilton, Target Localization using Machine Learning (Invited chapter). Informatics in Control, Automation and Robotics II, Part 1, pp. 27-33, Springer Verlag, 2007. 

Journal Articles

14.  Jayavardhana Gubbi, Rajkumar Buyya, Slaven Marusic, and Marimuthu Palaniswami, Internet of Things (IoT): A Vision, Architectural Elements, and Future Directions, Future Generation Computer Systems, Volume 29, No. 7, Pages: 1645-1660, ISSN: 0167-739X, Elsevier Science, Amsterdam, The Netherlands, 2013. (Link)
13.  J. Gubbi, A. Rao, K. Fang, B. Yan, M. Palaniswami. Motor recovery monitoring using acceleration measurements in post-acute stroke patients. Biomedical Engineering Online 2013 April 16;12(1):33.  (PDF)
12.  J. Bayly, J. Carino, S. Petrovski, M. Smit, D. Fernando, A. Vinton, B. Yan, J. Gubbi, M. Palaniswami, T. O'Brien, Time Frequency Mapping of the Rhythmic Limb Movements Distinguishes Convulsive Epileptic from Psychogenic Non-epileptic Seizures, Epilepsia, Elsevier, 2013 May 3. doi: 10.1111/epi.12207. [Epub ahead of print]  (Wiley Link)
11.  J. Gubbi, A. Khandoker, M. Palaniswami Classification of sleep apnea types using wavelet packet analysis of short-term ECG signals, Journal of Clinical Monitoring and Computing, vol 26 (1), pp 1-11, 2012. (Springer Link)
10.  A.A. Shaikh, D.K. Kumar, J. Gubbi, Automatic visual speech segmentation and recognition using directional motion history images and Zernike moments, Visual Computing (2012) (Available online on 1st Sep 2012). (PDF)
9.    A.A. Shaikh, D. Kumar, J. Gubbi - Visual speech recognition using optical flow and support vector machines, International Journal of Computational Intelligence and Applications, vol 10, pp 167-187, 2011. (PDF)
8.    Jayavardhana Gubbi, Aparna Kanakatte, Tomas Kron, David Binns, Bala Srinivasan, Nallasamy Mani and Marimuthu Palaniswami - Tumor Volume Delineation from Respiratory Gated PET Images, Journal of Medical Imaging and Radiation Oncology, vol 55, pp 65-76, 2011. (PDF)
7.    Chandan Karmakar, Jayavardhana Gubbi, Ahsan Khandoker, Marimuthu Palaniswami - Analyzing temporal variability of standard descriptors of Poincaré plots, Journal of Electrocardiology, 43(6), 719-724, 2010. (PDF)
6.    Ahsan Khandoker, Jayavardhana Gubbi, Marimuthu Palaniswami - Automated scoring of obstructive sleep apnoea and hypopnea events using short term electrocardiogram recordings, IEEE Trans on Information Technology in Biomedicine, vol 13, no 6, pp 1057-1067,  2009. (IEEE Xplore Link)
5.    Chandan Karmakar, Ahsan Khandoker, Jayavardhana Gubbi, Marimuthu Palaniswami – Defining asymmetry in heart rate variability signals using a Poincaré plot, Physiological Measurement, 30: 1227-1240, 2009, DOI: 10.1088/0967-3334/30/11/007. (PDF)
4.    Jayavardhana Gubbi, Slaven Marusic, Marimuthu Palaniswami - Smoke Detection in Video Using Wavelets and Support Vector Machines,  Fire Safety Journal, vol 44, pp. 1110-1115 , Elsevier, 2009, DOI: 10.1016/j.firesaf.2009.08.003. (PDF)
3.    Chandan Karmakar, Ahsan Khandoker, Jayavardhana Gubbi, Marimuthu Palaniswami - Complex Correlation Measure: a novel descriptor for Poincaré plot, BioMedical Engineering Online, BMC, 8:17, 2009, DOI:10.1186/1475-925X-8-17. (PDF)
2.    Jayavardhana Gubbi, Daniel Lai, Michael Parker, Marimuthu Palaniswami – 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, 2006. (PDF)
1.    Jayavardhana Rama G. L., Alistair Shilton, Michael Parker, Palaniswami M. Cysteine Connectivity Prediction using Support Vector Machines. Bioinformation 1(2): pp. 69-74, 2005. (Open Access

Conference Articles

 

35.  Jayavardhana Gubbi, Slaven Marusic, Yee Law, Aravinda S. Rao and Marimuthu Palaniswami, “A Pilot Study of Urban Noise Monitoring Architecture using Wireless Sensor Networks”, accepted to International Conference on Advances in Computing, Communications and Informatics (ICACCI 2013) on June 6, 2013.  (PDF)
34.  Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, P. Stanley and Marimuthu Palaniswami, "Crowd Density Estimation Based on Optical Flow and Hierarchical Clustering," accepted to International Conference on Advances in Computing, Communications and Informatics (ICACCI 2013) on June 6, 2013.  (PDF)
33.  Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, A. Maher and Marimuthu Palaniswami, "Determining Object Directions Using Optical Flow for Crowd Monitoring," accepted to International Symposium on Visual Computing (ISVC) on June 12, 2013. (PDF)
32.  Aravinda S. Rao, Stephen Marshall, Jayavardhana Gubbi, Marimuthu Palaniswami, Richard Sinnott and Vincent Pettigrove, “Design of Low-Cost Autonomous Water Quality Monitoring System,” accepted to International Conference on Advances in Computing, Communications and Informatics (ICACCI 2013) on June 6, 2013.  (PDF)
31.  J. Gubbi, D. Kumar, A. S. Rao, B. Yan and M. Palaniswami, A Pilot Study on the use of Accelerometer Sensors for Monitoring Post-Acute Stroke Patients, IEEE EMBC 2013, Accepted on 5th April 2013.  (PDF)
30.  D. Kumar, J. Gubbi, B. Yan and M. Palaniswami, Motor recovery monitoring in post-acute stroke patients using wireless accelerometer and cross-correlation, IEEE EMBC 2013, Accepted on 5th April 2013.  (PDF)
29.  A.S. Rao, J. Gubbi, S. Marusic, M. Palaniswami, A Robust Algorithm for Foreground Extraction in Crowded Scenes, in: 2012 International Symposium on Communications and Information Technologies (ISCIT), 2012: pp. 604-609. (PDF)
28.  J. Jin, J. Gubbi, T. Luo, M. Palaniswami, Network Architecture and QoS Issues in the Internet of Things for a Smart City, in: 2012 International Symposium on Communications and Information Technologies (ISCIT), Gold Coast, 2012: p. 974-979. (PDF)
27.    Rao, J. Gubbi, N. Ngo, J. Nguyen, M. Palaniswami, Energy Efficient Time Synchronization Method in WSN for Critical Infrastructure Monitoring, Trends in Networks and Communications (4th International Conference on Network Security & Applications), pp 314-323, 2011. (PDF)
26.  A Shaikh, D Kumar, W Yau, M Azemin, J Gubbi - Lip reading using optical flow and support vector machines, Proceedings of the 3rd International Congress on Image and Signal Processing, 327-330, IEEE Press, 2010. (PDF)
25.  A Shaikh, D Kumar, P Unnikrishan, J Gubbi - Visual Speech Recognition Using Directional Motion History Images, Proceedings of 2010 International Conference on Intelligence and Information Technology, V2-209-V2-213, IEEE Press, 2010. (PDF)
24.  Jayavardhana Gubbi, Marimuthu Palaniswami, Tomas Kron, David Binns, Mathew  Griffiths - Delineation of Region of Interest Volume in Cardiac Gated PET Images, Proceedings of the Computers in Cardiology Conference 2009, vol 36, 765-768, IEEE Press, 2009. (PDF)
23.  Jayavardhana Gubbi, Ahsan Khandoker, Marimuthu Palaniswami - Classification of Obstructive and Central Sleep Apnea Using Wavelet Packet Analysis of ECG Signals, Proceedings of the Computers in Cardiology Conference 2009, vol 36, 733-736, IEEE Press, 2009. (PDF)
22.  Chandan Karmakar, Ahsan Khandoker, Jayavardhana Gubbi, Marimuthu Palaniswami – Modified Elhers' Index for Improved Detection of Heart Rate Asymmetry in Poincaré Plot, Proceedings of the Computers in Cardiology Conference 2009, vol 36, 169-172, IEEE Press, 2009. (PDF)
21.  Chandan Karmakar, Ahsan Khandoker, Jayavardhana Gubbi, Marimuthu Palaniswami – Novel Feature for Quantifying Temporal Variability of Poincaré Plot: A Case Study, Proceedings of the Computers in Cardiology Conference 2009, vol 36, 53-56, IEEE Press, 2009. (PDF)
20.  Ahsan Khandoker, Jayavardhana Gubbi, Marimuthu Palaniswami - Classification of Sleep Apnea Using Wavelets, Computers in Cardiology 2008; IEEE Press, pp 681-684, 2008. (PDF)
19.  Aparna Kanakatte, Jayavardhana Gubbi, Bala Srinivasan, Nallasamy Mani, Marimuthu Palaniswami, Tomas Kron, David Binns - Pulmonary Tumor Volume Delineation in PET Images using Deformable Models, pp 3118-3121, IEEE EMBC 2008 (30th Annual Conference).  (PDF)
18.  Sutharshan Rajasegarar, Jayavardhana Gubbi, Olga Bondarenko, Stuart Kininmonth, Slaven Marusic, Scott Bainbridge, Ian Atkinson, Marimuthu Palaniswami -  Sensor Network Implementation Challenges in The Great Barrier Reef Marine Environment, ICT Mobile Summit (SENSEI-ISSNIP Workshop), CDROM Proceedings, June 2008. (PDF)
17.  Chao Jin, Jayavardhana Gubbi, Rajkumar Buyya, M. Palaniswami - Enterprise Grid enabled Web Portal for Protein Secondary Structure Prediction, Proceedings of the 16th International Conference on Advanced Computing and Communications, pp 141-147, Dec 2008. (PDF)
16.  Aparna Kanakatte, Nallasamy Mani, Bala Srinivasan, Jayavardhana Gubbi - Pulmonary Tumor Volume Detection from Positron Emission Tomography Images, 2008 International Conference on Biomedical Engineering and Informatics, vol 2, pp 213 - 217, IEEE Press, Sep 2008. (PDF)
15.  Chinnu Subramaniam, Jiyuan An, Jayavardhana Gubbi, Yi-Ping Phoebe Chen - Finding Motifs in miRNA Sequences, 2007 IEEE Proceedings of 6th International Conference on Computer and Information Science, pp. 507-512, IEEE Computer Society Press, 2007. (PDF)
14.  Jayavardhana Gubbi, Michael Parker, Marimuthu Palaniswami - Solving Protein Structures using Molecular Replacement via Protein Fragments, Applications of Fuzzy Sets Theory, LNAI - 4578, pp. 627-634, Springer Verlag, 2007. (PDF)
13.  Jayavardhana Gubbi, Alistair Shilton, Michael Parker, Palaniswami M. - Real Value Solvent Accessibility Prediction using Adaptive Support Vector Regression. 2007 Proceeding of IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology - CIBCB 2007, pp. 395-401, IEEE Press, 2007. (PDF)
12.  Aparna Kanakatte,  Jayavardhana Gubbi, Nallasamy Mani, Tomas Kron, David Binns – A Pilot Study of Automatic Lung Tumor Segmentation from Positron Emission Tomography Images using Standard Uptake Values. 2007 Proceeding of IEEE Symposium on Computational Intelligence in Image and Signal Processing - CIISP 2007, pp. 363-368, IEEE Press, 2007. (PDF)
11.  Jayavardhana Gubbi,  Alistair Shilton, Michael Parker, Palaniswami M. Protein Topology Classification using Two-Stage Support Vector Machine. Genome Informatics Vol.17, No.2, pp. 259-269, 2006. (PDF)
10.  Jayavardhana Rama G. L.,  Palaniswami M., Daniel Lai, Michael Parker, A Study on the Effect of Using Physico-Chemical Features in Protein Secondary Structure Prediction, Applied Artificial Intelligence, pp 609-617, World Scientific, 2006. (PDF)
9.    Jayavardhana Rama G. L., Alistair Shilton, Michael Parker, Palaniswami M. - Disulphide Bridge Prediction using Fuzzy Support Vector Machines. IEEE Proceedings of Third International Conference on Intelligent Sensing and Information Processing - Dec 2005-06, pp 49-54, IEEE Press, 2005. (PDF)
8.    Jayavardhana Rama G. L.  and Palaniswami M., Cleavage Knowledge Extraction in HIV-1 Protease using Hidden Markov Model, IEEE Proceedings of Second International Conference on Intelligent Sensing and Information Processing, pp 469-473, IEEE Press, Jan 2005 (PDF
7.    A G Ramakrishnan, Ashwini CM, Jayavardhana Rama G. L., G Sita. Paarvai - Book Reader for the Blind. Proc. Tamil Internet 2003, Chennai, 54-61, 2004. 
6.    Jayavardhana  Rama G. L., Automation of X-ray crystallography, Masters to PhD conversion Report, Department of Electrical and Electronics Engineering, The University of Melbourne, Australia, 2004. 
5.    Jayavardhana  Rama G. L., R. Muralishankar and A. G. Ramakrishnan (accepted for IASTED Conference-SPPRA, Greece), Segmentation of speech units into consonant and vowel for concatenative speech synthesis,  Biomedical Lab Technical Report, Biomedical Lab, The Indian Institute of Science, Bangalore, India, 2002. 
4.    Jayavardhana Rama, G. L., Ramakrishnan, A.G., Muralishankar, R., Prathibha, R. - A complete text-to-speech synthesis system in Tamil, Proceedings of 2002 IEEE Workshop on Speech Synthesis, 191- 194., 2002 (PDF)
3.    G L Jayavardhana Rama, A G Ramakrishnan and Devaraju Gupta, Parallel Processing in OCR - A Multithreaded approach, Proc. Tamil Internet 2002, California, 107-110, 2002. 
2.    K G Aparna, Jayavardhana Rama G. L. and A G Ramakrishnan - Machine reading of TamiL Books - An aid for the blind. Proc. of International Conference on Biomedical Engineering, Bangalore, 173-177, 2001. 
1.    Jayavardhana Rama G. L., A G Ramakrishnan, R Muralishankar and Vijay Venkatesh. Thirukkural - A text to speech synthesis system. Proc. Tamil Internet 2001, Kuala Lumpur, 92-97, 2001.

Conference Proceedings Edited

 

4.    M. Palaniswami, C. Leckie, S. Kanhere, J. Gubbi (Editors), 2013 Proceedings of IEEE Eighth International Conference on Intelligent Sensors, Sensor networks and Information Processing, IEEE Press, NY, 2013.  (Xplore Link)
3.    D. Nandagopal, M. Palaniswami, J. Gubbi (Editors), Proceedings of Seventh International Conference on Intelligent Sensors, Sensor networks and Information Processing, IEEE Press, NY, 2011.(IEEE Xplore Link)
2.    S. Marusic, M. Palaniswami, J. Gubbi, P. Corke (Editors), Proceedings of Sixth International Conference on Intelligent Sensors, Sensor networks and Information Processing, IEEE Press, NY, 2010. (IEEE Xplore Link)
1.    M. Palaniswami, S. Marusic, J. Gubbi, Y. W. Law  (Editors), Proceedings of Fifth International Conference on Intelligent Sensors, Sensor networks and Information Processing, IEEE Press, NY, 2009.(IEEE Xplore Link)

Others

 

3.    Ahsan Khandoker, Jayavardhana Gubbi, Chandan Karmakar, Marimuthu Palaniswami - Identifying central and obstructive sleep apnoea events in ECG recordings, Sleep and Biological Rhythms, Vol. 6, Issue Supplement 1, 20th ASM of Australasian Sleep Association and Australasian Sleep Technologists Association, pp A46. October 2-4, 2008 in Adelaide, Australia. (Medical Conference Abstract) 
2.    Jayavardhana Gubbi, Slaven Marusic, Marimuthu Palaniswami - Smoke Detection from Video Images, DEST-ISL project progress report, 2008, Department of Electrical and Electronics Engineering, The University of Melbourne. 
1.    Jayavardhana Gubbi, Algorithms for Protein Structure Prediction, PhD Thesis, The University of Melbourne, 2007.