Faculty of Science and Technology

Publications

Book chapters

Multimedia

  1. Sorwar, G., Murshed, M. M., 2013, Performance Scalable Motion Estimation for Video Coding: An Overview of Current Status and a Promising Approach, in Multimedia Networking and Coding, eds Reuben A. Farrugia and Carl J. Debono, IGI Global, pp. 50-75.
  2. G.C. Karmakar, L.S. Dooley, N.C. Karmakar and J. Kamruzzaman, "Object analysis with visual sensors and RFID," in Chipless and Conventional Radio Frequency Identification: Systems for Ubiquitous Tagging, pp. 234-250, 2012, Information Science Reference (USA).
  3. Paul, M., Murshed, M. M., 2009, Pattern based video coding, in Handbook of Research on Modern Systems Analysis and Design Technologies and Applications, eds `Mahbubur Rahman Syed and Sharifun Nessa Syed, Information Science Publishing, Hershey PA USA, pp. 469-483.

Communications

  1. G.C. Karmakar, L.S. Dooley, N.C. Karmakar and J. Kamruzzaman, "Object analysis with visual sensors and RFID," in Chipless and Conventional Radio Frequency Identification: Systems for Ubiquitous Tagging, pp. 234-250, 2012, Information Science Reference (USA).
  2. J. Kamruzzaman, AKM Azad, N.C. Karmakar, G.C. Karmakar and B. Srinivasan "Security and Privacy Issues in RFID System," in Chipless and Conventional Radio Frequency Identification: Systems for Ubiquitous Tagging, pp. 16-40, 2012, Information Science Reference (USA).
  3. AKM Azad, J. Kamruzzaman and N.C. Karmakar, "Wireless Sensor Network Protocols Applicable to RFID System," in Chipless and Conventional Radio Frequency Identification: Systems for Ubiquitous Tagging, pp 251-284, 2012, Information Science Reference (USA).
  4. Md. G. Rabbani, J. Kamruzzaman, I. Gondal, I. Ahmad and Md R. Hassan, "Dynamic Resource Allocation for Improved QoS in WiMAX/WiFi Integration," in Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, edited by Roger Lee, pp. 141-156, 2011, Springer.
  5. Sabrina, T., Murshed, M. M., 2013, Privacy in Participatory Sensing Systems, in Internet and Distributed Computing Advancements: Theoretical Frameworks and Practical Applications, eds Jemal Abawajy, Mukaddim Pathan, Mustafizur Rahman, Al-Sakib Khan Pathan, and Mustafa Mat Deris, IGI Global, pp. 124-143.

Return to top

Artificial intelligence

  1. Ram, R., Chetty, M.R., 2010, Modelling gene regulatory networks using computational intelligence techniques, in Handbook of Research on Computational Methodologies in Gene Regulatory Networks, eds Sanjoy Das, Diona Caragea, Stephen M. Welch and William H. Hsu, IGI Publishing, Hershey PA USA, pp. 244-264.
  2. Hoque, M., Chetty, M.R., Sattar, A., 2009, Genetic algorithm in ab initio protein structure prediction using low resolution model: a review, in Biomedical Data and Applications, eds Amandeep S. Sidhu and Tharam S. Dillon, Springer, Berlin Germany, pp. 317-342.

Return to top

Refereed journals

Multimedia

  1. M. Awrangjeb and C. S. Fraser, "An automatic and threshold-free performance evaluation system for building extraction techniques from airborne LIDAR data," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, in press, 2014 (IF 2.827).
  2. M. Awrangjeb and C. S. Fraser, "Automatic Segmentation of Raw LIDAR Data for Extraction of Building Roofs," Remote Sensing, 6(5), 3716–3751, April 2014 (IF 2.623).
  3. Haque, M., Murshed, M., 2013, Perception-inspired background subtraction, IEEE Transactions on Circuits and Systems for Video Technology, vol 23, issue 12,  pp. 2127-2140. (IF 2.259)
  4. Anwaar-ul-Haq, Gondal, I., Murshed, M., 2013, On temporal order invariance for view-invariant action recognition, IEEE Transactions on Circuits and Systems for Video Technology, vol 23, issue 2,  pp. 203-211. (IF 2.259)
  5. Zhang, D., Islam, M.M., Lu, G., 2013, Structural image retrieval using automatic image annotation and region based inverted file, Journal of Visual Communication and Image Representation , vol 24, issue 7, Academic Press, United States, pp. 1087-1098.
  6. M. Awrangjeb, C. Zhang and C. S. Fraser, "Automatic Extraction of Building Roofs Using LIDAR Data and Multispectral Imagery," ISPRS Journal of Photogrammetry and Remote Sensing, 83(9), 1–18, Sept. 2013 (IF 2.902).
  7. Zhang, D., Islam, M., Lu, G., 2012, A review on automatic image annotation techniques, Pattern Recognition , vol 45, issue 1, Pergamon, United Kingdon, pp. 346-362. (CORE rank A*, IF 2.584)
  8. Chen, Z., Hou, J., Zhang, D., Qin, X., 2012, An annotation rule extraction algorithm for image retrieval, Pattern Recognition Letters , vol 33, issue 10, Elsevier BV North-Holland, Netherlands, pp. 1257-1268.
  9. Paul, M., Murshed, M., 2012, Efficient pattern index coding using syndrome coding and side information, International Journal of Engineering and Industries.
  10. M. Awrangjeb, C. Zhang and C. S. Fraser, "Building Detection in Complex Scenes Thorough Effective Separation of Buildings from Trees," Photogrammetric Engineering & Remote Sensing (PE&RS), vol. 78(7), 729–745, July 2012 (IF 1.80).
  11. M. Awrangjeb, "Robust Signature-based Copyright Protection Scheme Using the Most Significant Gray-Scale Bits of the Image", Advances in Multimedia, vol. 2012 (2012), Article ID 875759, 17 pages, 2012, June 2012.
  12. F. A. Sohel, G. C. Karmakar, L. S. Dooley and M. Bennamoun, "Sliding-Window Designs for Vertex-based Shape Coding", IEEE Transactions on Multimedia, 14(3), 683-692, 2012 (CORE rank A, IF 1.776).
  13. Awrangjeb, M., Lu, G., Fraser, C.S., 2012, Performance comparisons of contour-based corner detectors, IEEE Transactions on Image Processing , vol 21, issue 9, Institute of Electrical and Electronics Engineers Inc, USA, pp. 4167-4179. (CORE rank A*, IF 3.111)
  14. F. A. Sohel, G. C. Karmakar, L. S. Dooley and M. Bennamoun, "Geometric distortion measurement for shape coding: a contemporary review", ACM Computing Surveys, October 43(4), 2011 (5-Yr IF 9.169, CORE rank A*). This is the highest IF among all computer science journals.
  15. Fu, Z., Lu, G., Ting, K., Zhang, D., 2011, A survey of audio-based music classification and annotation, IEEE Transactions on Multimedia , vol 13, issue 2, The Institute of Electrical and Electronics Engineers, United States, pp. 303-319. (CORE rank A, IF 1.776)
  16. Paul, M., Murshed, M., 2011, Video coding using arbitrarily shaped block partitions in globally optimal perspective, EURASIP Journal on Advances in Signal Processing, 2011:16, doi:10.1186/1687-6180-2011-16.
  17. M. Ali and M. Kuijper, "A parametric approach to list decoding of Reed-Solomon codes using interpolation," IEEE Transactions on Information Theory, vol. 57, no. 10, pp. 6718–6728, October 2011. (CORE rank A*, IF 2.65)
  18. Sajjanhar, A., Lu, G., Zhang, D., Zhou, W., 2010, Connectivity-based shape descriptors, International Journal of Computers and Applications , vol 32, issue 1, ACTA Press, Calgary AB Canada, pp. 93-98.
  19. Sajjanhar, A., Lu, G., Zhang, D., Hou, J., Zhou, W., Chen, Y., 2010, Spectral shape descriptor using spherical harmonics, Integrated Computer-Aided Engineering , vol 17, issue 2, IOS Press, The Netherlands, pp. 167-173 (IF 4.667).
  20. Paul, M., Murshed, M., 2010, Video coding focusing on block partitioning and occlusion, IEEE Transactions on Image Processing, vol 19, issue 3, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 691-701 (CORE rank A*, IF 3.111)
  21. F. A. Sohel, G. C. Karmakar, L. S. Dooley and M. Bennamoun, "A Bezier Curve-Based Generic Shape Encoder", IET Image Processing, 4(2), 92–102, 2010.
  22. M. Ameer Ali, Gour C. Karmakar, and Laurence S. Dooley, "Detection and separation of generic-shaped objects by fuzzy clustering", International Journal of Intelligent Computing and Cybernetics (IJICC), 3(3), 365-390, 2010.
  23. M. Awrangjeb, M. Ravanbakhsh and C. S. Fraser, "Automatic detection of residential buildings using LIDAR data and multispectral imagery," ISPRSJournal of Photogrammetry and Remote Sensing, vol. 65(5), pp. 457-467, September 2010 (IF 2.902).
  24. Azad, S. A., Murshed, M. M., 2009, An adaptive borrow-and-return model for broadcasting videos, IEEE Transactions on Multimedia, vol 11, issue 4, The Institute of Electrical and Electronics Engineers, New York NY USA, pp. 707-715 (CORE rank A, IF 1.776).
  25. Rahman, A., Murshed, M. M., 2009, A motion-based approach for segmenting dynamic textures, International Journal of Signal and Imaging Systems Engineering, vol 2, issue 1/2, Inderscience Publishers, UK, pp. 88-96.
  26. Rahman, A., Murshed, M. M., 2009, Detection of multiple dynamic textures using feature space mapping, IEEE Transactions on Circuits and Systems for Video Technology, vol 19, issue 5, The Institute of Electrical and Electronics Engineers, New York NY USA, pp. 766-771. (IF 2.259)
  27. Awrangjeb, M., Lu, G., 2009, Techniques for efficient and effective transformed image identification, Journal of Visual Communication and Image Representation , vol 20, issue 8, Academic Press, San Diego CA USA, pp. 511-520.

Return to top

Communications

  1. R. Hassan, G. Karmakar and J. Kamruzzaman, "Reputation and user requirement based price modeling for dynamic spectrum access," IEEE Transactions on Mobile computing, vol.13, no.9, pp. 2128-2140, 2014. (5-yr IF 3.071, IF 2.912, CORE rank A*).
  2. M.M. Rashid, I. Gondal and J. Kamruzzaman, "Mining associated patterns from wireless Sensor Networks," IEEE Transactions on Computer (accepted August 5, 2014). (CORE rank A*).
  3. Iqbal, A. and Murshed, M., 2014, On demand-driven movement strategy for moving beacons in sensor localization, Journal of Network and Computer Applications (accepted on April 21, 2014) (CORE rank A, IF 1.772)
  4. Kh M. Alam, J. Kamruzzaman, G. Karmakar and M. Murshed, "Dynamic adjustment of sensing range for event coverage  in wireless sensor networks," Elsevier Journal of Network and Computer Application (accepted July 22, 2014). (CORE rank A, IF 1.772).
  5. F.R. Armaghani, I. Gondal, J. Kamruzzaman and D. Green, "Sensor Selection for Tracking Multiple Groups of Targets," Elsevier Journal of Network and Computer Applications (accepted July 22, 2014).  (CORE rank A, IF 1.772).
  6. A.R. Siddique and J. Kamruzzaman, "An analytical approach for voice capacity estimation over WiFi network using ITU-T E-model," IEEE Transactions on Multimedia, vol. 16, no. 2, pp. 360-372, 2013. (5-yr IF 2.158, CORE rank A, IF 1.776).
  7. M.F. Yaqub, A. Haider, I. Gondal and J. Kamruzzaman, "Self and static interference mitigation scheme for coexisting wireless networks," Journal of Computers and Electrical Engineering, vol. 40, no. 2, pp. 307-318, 2014.
  8. A. Haider, I. Gondal and J. Kamruzzaman, "Social-connectivity-aware vertical handover for heterogeneous wireless networks," Elsevier Journal of Network and Computer Applications, vol. 36, no. 4, pp. 1131-1139, 2013. (IF 1.772, CORE rank A).
  9. M.F. Yaqub, I. Gondal, J, Kamruzzaman, and K.A. Loparo," Abrasion modeling of multiple point defect dynamics for machine condition monitoring," IEEE Transactions on Reliability, vol. 62, no. 1, pp. 171-182,2013. (IF 2.293, 5-yr IF 2.067, CORE rank A).
  10. M.F. Yaqub, I. Gondal and J, Kamruzzaman,"An adaptive self-configuration scheme for severity invariant machine fault diagnosis," IEEE Transactions on Reliability, vol. 62, no. 1, pp. 116-126,2013. (IF 2.293, 5-yr IF 2.067, CORE rank A).
  11. M.F. Yaqub, I. Gondal and J. Kamruzzaman,"Multi-step support vector regression and optimally parameterized wavelet packet transform for machine residual life prediction," Journal of Vibration and Control, vol. 19, no. 7, pp. 963-974, 2013. (IF 1.966, 5-yr IF 1.736).
  12. AKM Azad and J. Kamruzzaman, "Energy balanced transmission policies for wireless sensor networks," IEEE Transactions on Mobile Computing,vol. 10, no. 7, pp. 927-940, 2011. (5-yr IF 3.071, CORE rank A*, IF 2.912).
  13. S. Ahmed, G. C. Karmakar and J. Kamruzzaman, "An environment-aware mobility model for wireless ad hoc network," Computer Networks, Elsevier Ltd, Netherlands, vol. 54, no.9, pp. 1470-89, 2010. (CORE rank A).
  14. M. F. Yaqub, I. Gondal and J. Kamruzzaman, "Inchoate fault detection framework: adaptive selection of wavelet nodes and cumulant orders," IEEE Transactions on Instrumentation & Measurement, vol. 61, no. 3, pp. 685-695, 2012. (IF 1.710).
  15. M.F. Yaqub, I. Gondal and J. Kamruzzaman, "Severity invariant feature selection for machine health monitoring," International Review of Electrical Engineering, vol. 6, no. 1, pp. 238-248, 2011.
  16. I. Ahmad, J. Kamruzzaman and D. Habibi, "Application of artificial intelligence to improve Quality of Service in computer networks," Neural Computing and Applications, Springer, vol. 21, no. 1, pp. 81-90, 2012 (IF 1.763).
  17. M.F. Yaqub, I. Gondal and J, Kamruzzaman,"Machine health monitoring based on stationary wavelet transform and fourth-order cumulants," Australian Journal of Electrical & Electronics Engineering, vol. 9, no. 1, pp. 55-64, 2012.

Return to top

Artificial intelligence

  1. Wells, J.R., Ting, K.M., Washio, T., 2014, LiNearN: A New Approach to Nearest Neighbour Density Estimator. Pattern Recognition, (CORE rank A*, IF 2.584)
  2. Ting, K.M., Washio, T., Wells, J.R., Liu, F.T., Aryal, S., 2013, DEMass: a new density estimator for big data, Knowledge and Information Systems , vol 35, issue 3, Springer UK, United Kingdom, pp. 493-524 (IF 2.639).
  3. Ting, K.M., Zhu, L., Wells, J.R., 2013, Local models - the key to boosting stable learners successfully, Computational Intelligence , vol 29, issue 2, Elsevier BV, Netherlands, pp. 331-356.
  4. Ting, K.M., Zhou, G.T., Liu, F.T., Tan, S.C., 2013, Mass estimation, Machine Learning , vol 90, issue 1, Springer New York LLC, United States, pp. 127-160. (CORE rank A*, IF 1.689)
  5. Fu, Z., Lu, G., Ting, K.M., Zhang, D., 2013, Efficient nonlinear classification via low-rank regularised least squares, Neural Computing and Applications , vol 22, issue 7-8, Springer, United Kingdom, pp. 1279-1289. (IP 1.763)
  6. Fu, Z., Lu, G., Ting, K.M., Zhang, D., 2013, Learning sparse kernel classifiers for multi-instance classification, IEEE Transactions on Neural Networks and Learning Systems , vol 24, issue 9, Institute of Electrical and Electronics Engineers, United States, pp. 1377-1389. (CORE rank A*,  IF 4.37)
  7. M.R. Hassan, I.U. Haque, E. Ramadan, J. Kamruzzaman and A.F. Ahmed, "Distinctive phenotype identification for breast cancer genotypes among hereditary breast cancer mutated genes," Current Bioinformatics (in press) (IF 2.01, accepted October, 2013).
  8. Lu Hong, Joarder Kamruzzaman, "Convergence of Elitist Clonal Selection Algorithm Based on Martingale Theory," Engineering Letters, Vol. 4, no. 1, 2013.
  9. R. Hassan, K. Ramamohanarao, J. Kamruzzaman, M. Rahman and M Hossain, "A HMM-based adaptive fuzzy inference system for stock market forecasting," Neurocomputing, vol. 104, pp. 10-25, 2013. (IF 2.005, 5-yr IF 2.102).
  10. Nguyen, V., Chetty, M.R., Coppel, R.L., Gaudana, S., Wangikar, P.P., 2013, A model of the circadian clock in the cyanobacterium Cyanothece sp. ATCC 51142, BMC Bioinformatics , vol 14, issue Supplement 2, BioMed Central Ltd, United Kingdom, pp. s14-1-s14-9 (IF 2.67). Conference version received Best Paper Award
  11. Islam, M.K., Chetty, M.R., 2013, Clustered memetic algorithm with local heuristics for ab initio protein structure prediction, IEEE Transactions on Evolutionary Computation , vol 17, issue 4, Institute of Electrical and Electronics Engineers, United States, pp. 558-576 (IF 5.545).
  12. Gaudana, S., Alagesan, S., Chetty, M.R., Wangikar, P.P., 2013, Diurnal rhythm of a unicellular diazotrophic cyanobacterium under mixotrophic conditions and elevated carbon dioxide, Photosynthesis Research , vol 118, issue 1-2, Springer Netherlands, Netherlands, pp. 51-57 (IF 3.185).
  13. Chowdhury, A.R., Chetty, M.R., Nguyen, V., 2013, Incorporating time-delays in S-System model for reverse engineering genetic networks, BMC Bioinformatics , vol 14, BioMed Central Ltd, United Kingdom, pp. 1-22 (IF 2.67).
  14. Gaudana, S., Krishnakumar, S., Alagesan, S., Digmurti, M.G., Viswanathan, G.A., Chetty, M.R., Wangikar, P.P., 2013, Rhythmic and sustained oscillations in metabolism and gene expression of Cyanothece sp. ATCC 51142 under constant light, Frontiers in Microbiology , vol 4, issue Article 374, Frontiers Research Foundation, Switzerland, pp. 1-11 (IF 3.9).
  15. Chowdhury, A.R., Chetty, M.R., Nguyen, V., 2013, epub Evaluating influence of microRNA in reconstructing gene regulatory networks, Cognitive Neurodynamics , vol epub, Springer, Netherlands, pp. 1-9 (IF 1.77).
  16. Fu, Z., Lu, G., Ting, K.M., Zhang, D., 2012, Efficient nonlinear classification via low-rank regularised least squares, Neural Computing and Applications , vol 21, Springer-Verlag, London UK, pp. 1-17. (IF 1.763)
  17. Liu, F.T., Ting, K.M., Zhou, Z., 2012, Isolation-based anomaly detection, ACM Transactions on Knowledge Discovery from Data , vol 6, issue 1, Association for Computing Machinery, Inc., United States, pp. 1-39 (IF 1.676).
  18. Webb, G., Boughton, J., Zheng, F., Ting, K.M., Salem, H., 2012, Learning by extrapolation from marginal to full-multivariate probability distributions: Decreasingly naive Bayesian classification, Machine Learning , vol 86, issue 2, Springer, Dordrecht Netherlands, pp. 233-272. (CORE rank A*, IF 1.689)
  19. Zhou, G.T., Ting, K.M., Liu, F.T., Yin, Y., 2012, Relevance feature mapping for content-based multimedia information retrieval, Pattern Recognition , vol 45, issue 4, Pergamon, United Kingdom, pp. 1707-1720. (CORE rank A*, IF 2.584)
  20. R. Hassan, B. Nath, M. Kirley and J. Kamruzzaman, "A hybrid of multiobjective evolutionary algorithm and HMM-Fuzzy model for time series prediction," Neurocomputing, vol. 81, no. 1, pp. 1-11, 2012 (IF 2.005).
  21. Nguyen, V., Chetty, M.R., Coppel, R.L., Wangikar, P.P., 2012, Gene regulatory network modeling via global optimization of high-order dynamic bayesian network, BMC Bioinformatics , vol 13, issue 131, BioMed Central Ltd., United Kingdom, pp. 1-16 (IF 2.67).
  22. Nguyen, V., Chetty, M.R., Coppel, R.L., Wangikar, P.P., 2012, Issues impacting genetic network reverse engineering algorithm validation using small networks, Biochimica et Biophysica Acta - Proteins and Proteomics , vol 1824, issue 12, Elsevier BV, Netherlands, pp. 1434-1441 (IF 3.73).
  23. Morshed, N., Chetty, M.R., Nguyen, V., 2012, Simultaneous learning of instantaneous and time-delayed genetic interactions using novel information theoretic scoring technique, BMC Systems Biology , vol 6, issue 62, BioMed Central Ltd, United Kingdom, pp. 1-15.
  24. Fu, Z., Lu, G., Ting, K., Zhang, D., 2011, Music classification via the bag-of-features approach, Pattern Recognition Letters , vol 32, issue 14, Elsevier BV * North-Holland, Netherlands, pp. 1768-1777.
  25. Zhang, D., Islam, M., Lu, G., Sumana, I., 2011, Rotation invariant curvelet features for region based image retrieval, International Journal of Computer Vision , vol E, Springer New York LLC, United States, pp. 1-15 (IF 3.533).
  26. Tan, S., Ting, K., Teng, S., 2011, A general stochastic clustering method for automatic cluster discovery, Pattern Recognition , vol 44, issue 10-11, Pergamon, United Kingdom, pp. 2786-2799. (CORE rank A*, IF 2.584)
  27. Ting, K., Wells, J., Tan, S., Teng, S., Webb, G.I., 2011, Feature-subspace aggregating: ensembles for stable and unstable learners, Machine Learning , vol 82, issue 3, Springer New York LLC, United States, pp. 375-397. (CORE rank A*, IF 1.689)
  28. Hou, J., Chen, Z., Qin, X., Zhang, D., 2011, Automatic image search based on improved feature descriptors and decision tree, Integrated Computer-Aided Engineering , vol 18, issue 2, IOS Press, Netherlands, pp. 167-180 (IF 4.667).
  29. Ram, R., Chetty, M., 2011, A Markov-blanket-based model for gene regulatory network inference,IEEE/ACM Transactions on Computational Biology and Bioinformatics , vol 8, issue 2, Institute of Electrical and Electronics Engineers, United States, pp. 353-367 (IF 1.536).
  30. Nguyen, V., Chetty, M., Coppel, R., Wangikar, P., 2011, GlobalMIT: learning globally optimal dynamic Bayesian network with the mutual information test criterion, Bioinformatics , vol 27, issue 19, Oxford University Press, Oxford England, pp. 2765-2766 (IF 4.621).
  31. Hoque, M., Chetty, M., Lewis, A., Sattar, A., 2011, Twin removal in genetic algorithms for protein structure prediction using low-resolution model, IEEE/ACM Transactions on Computational Biology and Bioinformatics , vol 8, issue 1, Institute of Electrical and Electronics Engineers, United States, pp. 234-245 (IF 1.536).
  32. Nievergall, E., Janes, P.W., Stegmayer, C., Vail, M.E., Haj, F.G., Teng, S.W., Neel, B.G., Bastiaens, P.I., Lackmann, M., 2010, PTP1B regulates Eph receptor function and trafficking, Journal of Cell Biology , vol 191, issue 6, Rockefeller University Press, USA, pp. 1189-1203 (IF 10.82).
  33. Hoque, M., Chetty, M., Lewis, A., Sattar, A., Avery, V., 2010, DFS-generated pathways in GA crossover for protein structure prediction, Neurocomputing , vol 73, issue 13-15, Elsevier BV, The Netherlands, pp. 2308-2316. (IF 2.005, 5-yr IF 2.102).
  34. Ahmad, S., Chetty, M., Schmidt, B., 2010, Pattern recognition in bioinformatics, Pattern Recognition Letters , vol 31, issue 14, Elsevier BV, Netherlands, pp. 2071-2072.
  35. Chetty, M., Ngom, A., Marchiori, E., 2010, Computational intelligence in bioinformatics, Neurocomputing , vol 73, issue 13-15, Elsevier BV, The Netherlands, pp. 2291-2292. (IF 2.005, 5-yr IF 2.102)
  36. Sehgal, M.B., Gondal, I., Dooley, L.S., Coppel, R.L., 2009, How to improve postgenomic knowledge discovery using imputation, Eurasip Journal on Bioinformatics and Systems Biology , vol 2009, Hindawi Publishing Corporation, New York NY USA, pp. 1-14.
  37. Rahman, A., Murshed, M., 2009, Feature weighting and retrieval methods for dynamic texture motion features, International Journal of Computational Intelligence Systems, vol 2, issue 1, Atlantis Press, France, pp. 27-38.
  38. Ooi, C.H., Chetty, M., Teng, S.W., 2009, Degree of differential prioritization, IEEE Engineering in Medicine and Biology Magazine , vol 28, issue 4, The Institute of Electrical and Electronics Engineers, New York NY USA, pp. 45-51 (IF 2.727).
  39. Hoque, M., Chetty, M.R., Sattar, A., 2009, Extended HP model for protein structure prediction, Journal of Computational Biology , vol 16, issue 1, Mary Ann Liebert, Inc., New Rochelle NY USA, pp. 85-103 (IF 1.564).
  40. P. Bidargaddi, M. Chetty and J. Kamruzzaman, "Combining segmental semi-Markov models with neural networks for protein secondary structure prediction," Neurocomputing, Elsevier, vol. 72, no. 16-18, pp. 3943-3950, 2009. (IF 2.005, 5-yr IF 2.102)
  41. Y. Arafat, J. Kamruzzaman, G. C. Karmakar, J. Fernandez-Recio, "Predicting protein-protein interfaces as clusters of optimal docking area points," International Journal of Data Mining and Bioinformatics, InderScience Publishers, Switzerland, vol. 3, no. 1, pp. 55-67, 2009.

Return to top

Refereed conference proceedings

Multimedia

  1. Chakraborty, S., Paul, M., Murshed, M., and Ali, M., 2014, An efficient video coding technique using a novel non-parametric background model, Proceedings of the IEEE International Conference on Multimedia & Expo (ICME 2014). (to appear)
  2. Shahriyar, S., Murshed, M., Ali, M., and Paul, M., 2014, Inherently edge-preserving depth-map coding without explicit edge detection and approximation, Proceedings of the IEEE International Conference on Multimedia & Expo (ICME 2014). (to appear)
  3. Murshed, M.M., Siddique, M.A.R., Islam, S., Ali, M., Lu, G., Villanueva, E.V., Brown, J., 2013, High quality Region-of-Interest coding for video conferencing based remote general practitioner training, eTELEMED 2013: The Fifth International Conference on eHealth, Telemedicine, and Social Medicine, 24 February 2013 to 1 March 2013, XPS (Xpert Publishing Services), Wilmington DE USA, pp. 240-245.
  4. Awrangjeb, M., Fraser, C.S., Lu, G., 2013, Integration of LIDAR data and orthoimage for automatic 3D building roof plane extraction, Proceedings of ICME 2013, 15 July 2013 to 19 July 2013, IEEE, USA, pp. 1-6.
  5. Fu, Z., Lu, G., Ting, K.M., Zhang, D., 2013, Optimizing cepstral features for audio classification, Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI), 3 August 2013 to 9 August 2013, AAAI Press / International Joint Conferences on Artificial Intelligence, USA, pp. 1330-1336.
  6. Ali, M., Murshed, M., 2013, Undecoded coefficients recovery in distributed video coding by exploiting spatio-temporal correlation: a linear programming approach, Proceedings of IEEE International Conference on Digital Image Computing: Techniques and Applications (DICTA 2013).
  7. Ali, M., Murshed, M., 2013, Exploiting spatial smoothness to recover undecoded coefficients for transform domain distributed video coding, Proceedings of IEEE International Conference on Image Processing (ICIP 2013).
  8. Paul, M., Evans, C.J., Murshed, M., 2013, Disparity-adjusted 3D multi-view video coding, Proceedings of IEEE International Conference on Image Processing (ICIP 2013).
  9. Ali, M., Murshed, M., 2013, Predictive coding of integers with real-valued predictions, Proceedings of Data Compression Conference (DCC 2013).
  10. Murshed, M., Siddique, M. A. R., Islam, S., Ali, M., Lu, G., Villanueva, E., Brown, J., 2013, High quality region-of-interest coding for video conferencing based remote general practitioner training, Proceedings of the International Conference on eHealth, Telemedicine, and Social Medicine (eTELEMED 2013).
  11. M. Awrangjeb and C. S. Fraser, "'Automatic and threshold-free evaluation of 3D building roof reconstruction techniques," IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3970–3973, July 21-26, 2013, Melbourne, Australia.
  12. M. Awrangjeb and C. S. Fraser, "'Effective building detection on complex scenes," IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1533–1536, July 21-26, 2013, Melbourne, Australia.
  13. M. Awrangjeb and C. S. Fraser, "Rule-based segmentation of LIDAR point cloud for automatic extraction of building roof planes", ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. II-3/W3, pp. 1–6, 12-13 Nov 2013, Antalya, Turkey.
  14. Hossain, T., Teng, S.W., Lu, G., 2012, Achieving high multi-modal registration performance using simplified Hough-Transform with Improved Symmetric-SIFT, 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA), 3 December 2012 to 5 December 2012, Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 1-7.
  15. Sadat, R.M.N., Teng, S.W., Lu, G., 2012, An effective method of estimating scale-invariant interest region for representing corner features, Proceedings of IVCNZ 2012 Conference, 26 November 2012 to 28 November 2012, Association for Computing Machinery, Inc, New York USA, pp. 73-78.
  16. Sumana, I., Lu, G., Zhang, D., 2012, Comparison of curvelet and wavelet texture features for content based image retrieval, Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 9 July 2012 to 13 July 2012, Institute of Electrical and Electronics Engineers, Inc, Piscataway NJ USA, pp. 290-295.
  17. Fu, Z., Lu, G., Ting, K.M., Zhang, D., 2012, Learning sparse kernel classifiers in the primal, Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR & SPR 2012 Proceedings, 7 November 2012 to 9 November 2012, Springer, Berlin Germany, pp. 60-69.
  18. Ariyaratne, H.B., Zhang, D., 2012, A novel automatic hierarchical approach to music genre classification,Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 9 July 2012 to 13 July 2012, The Institute of Electronic and Electrical Engineers Inc, Piscataway NJ USA, pp. 564-569.
  19. Haque, M., Murshed, M., 2012, Background subtraction for real-time video analytics based on multi-hypothesis mixture-of-Gaussians, Proceedings of the 9th International Conference on Advanced Video and Signal-based Surveillance (AVSS 2012), pp. 166–171.
  20. Haque, M., Murshed, M., 2012, Abnormal event detection in unseen scenarios, Proceedings of the IEEE International Conference on Multimedia & Expo (ICME 2012), pp. 378–383.
  21. Haque, M., Murshed, M., 2012, Robust background subtraction based on perceptual mixture-of-Gaussians with dynamic adaptation speed, Proceedings of the IEEE International Conference on Multimedia & Expo (ICME 2012), pp. 396–401.
  22. M. Awrangjeb, C. Zhang and C. S. Fraser, "Automatic Reconstruction of Building Roofs through Integration of LIDAR and Multispectral Imagery," ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., I-3, pp. 203–208, 2012, The XXII Congress of the International Society for Photogrammetry and Remote Sensing (ISPRS 2012), 25 Aug -1 Sep, 2012, Melbourne, Australia.
  23. M. Awrangjeb, C. Zhang and C. S. Fraser, "An Improved Building Detection Technique for Complex Scenes," IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 516–521, July 9-13, 2012, Melbourne, Australia.
  24. Hossain, T., Lv, G., Teng, S., Lu, G., Lackmann, M., 2011, Improved Symmetric-SIFT for multi-modal image registration, 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), 6 December 2011 to 8 December 2011, IEEE Computer Society, Los Alamitos CA USA, pp. 197-202.
  25. Shahiduzzaman, M., Zhang, D., Lu, G., 2011, Improved spatial pyramid matching for image classification, 10th Asian Conference on Computer Vision (ACCV 2010), 8 November 2010 to 12 November 2010, Springer - Verlag, Berlin Germany, pp. 449-459.
  26. Lv, G., Hossain, T., Teng, S., Lu, G., Lackmann, M., 2011, Improving SIFT's performance by incorporating appropriate gradient information, 26th Image and Vision Computing New Zealand Conference (IVCNZ 2011), 29 November 2011 to 1 December 2011, Patrice Delmas, Jason James and Burkhard Wuensche, Auckland New Zealand, pp. 381-386.
  27. Sadat, R., Teng, S., Lu, G., 2011, An effective and efficient contour-based corner detector using simple triangular theory, 19th Pacific Conference on Computer Graphics and Applications, 21 September to 23 September 2011, Eurographics Association, Goslar Germany, pp. 37-42.
  28. Sadat, R., Teng, S., Lu, G., Hasan, S., 2011, Texture classification using multimodal invariant local binary pattern, 2011 IEEE Workshop on Applications of Computer Vision, 5 January 2011 to 7 January 2011, IEEE Computer Society, Los Alamitos CA USA, pp. 315-320.
  29. Anwaar-ul-Haq, Gondal, I., Murshed, M., 2011, On dynamic scene geometry for view-invariant action matching, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2011), pp. 3369–3376.
  30. Ferdous, H. S., Murshed, M. M., 2011, Ad hoc operations of enhanced IEEE 802.11 with multiuser dynamic OFDMA under saturation load, Proceedings of the 2011 IEEE Wireless Communications and Networking Conference (WCNC 2011), 28 March 2011 to 31 March 2011, IEEE Communications Society, New York USA, pp. 309-314.
  31. Anwaar-ul-Haq, Gondal, I., Murshed, M., 2011, Contextual action recognition in multi-sensor night time video sequences, Proceedings of the 2011 Digital Image Computing: Techniques and Applications (DICTA 2011), Noosa, QLD, Australia, pp. 256-261.
  32. Anwaar-ul-Haq, Gondal, I., Murshed, M., 2011, Action recognition using spatio-temporal distance classifier correlation filter, Proceedings of the 2011 Digital Image Computing: Techniques and Applications (DICTA 2011), Noosa, QLD, Australia, pp. 474-479.
  33. M. Awrangjeb, C. Zhang and C. S. Fraser, "Automatic Reconstruction of Building Roofs Using LIDAR and Multispectral Imagery," Digital Image Computing: Techniques and Applications (DICTA 2011), 270–375, 6-8 Dec 2011, Noosa, Queensland, Australia.
  34. M. Ali and M. Kuijper, "Minimal list decoding of Reed-Solomon codes using a parameterization of Gr??bner bases," IEEE International Symposium on Information Theory (ISIT 2011), Saint Petersburg, Russia, July 31–August 5, 2011, pp. 766–770.
  35. Ali, M., Murshed, M., 2010, Motion compensation for block-based lossless video coding using lattice-based binning, Proceedings of the 2010 IEEE International Symposium on Circuits and Systems, 30 May 2010 to 2 June 2010, The Institute of Electrical and Electronics Engineers, Paris France, pp. 2183-2186.
  36. Anwaar, U., Gondal, I., Murshed, M., 2010, A novel color image fusion QoS measure for multi-sensor night vision applications, Proceedings of the IEEE Symposium on Computers and Communications, 22 June 2010 to 25 June 2010, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 399-404.
  37. Haque, M., Murshed, M., 2010, Panic-driven event detection from surveillance video stream without track and motion features, Proceedings of the 2010 IEEE International Conference on Multimedia & Expo, 19 July 2010 to 23 July 2010, The Institute of Electrical and Electronics Engineers, Singapore, pp. 173-178.
  38. M. Awrangjeb, M. Ravanbakhsh and C. S. Fraser, "Automatic Building Detection Using LIDAR Data and Multispectral Imagery," Digital Image Computing: Techniques and Applications (DICTA 2010), 45–51, 1-3 Dec 2010, Sydney, Australia.
  39. M. Awrangjeb, M. Ravanbakhsh and C. S. Fraser, "Building Detection from Multispectral Imagery and LIDAR Data Employing A Threshold-Free Evaluation System," in Proc. of the Int. Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XXXVIII, Part A, The ISPRS Commission III symposium on Photogrammetric Computer Vision and Image Analysis (PCV 2010), 49–55, Paris, France, September 1-3, 2010.
  40. M. Ravanbakhsh, C. S. Fraser and M. Awrangjeb, "Extraction of traffic islands via active contours without edges," in Proc. of the Int. Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XXXVIII, Part B, The ISPRS Commission III symposium on Photogrammetric Computer Vision and Image Analysis (PCV 2010), 81–85, Paris, France, September 1-3, 2010.
  41. M Ali and M. Kuijper, "Source coding with side information using list decoding," IEEE International Symposium on Information Theory (ISIT 2010), Austin, Texas, June 13–18, 2010, pp. 91–95.
  42. Ul-Haq, A., Gondal, I., Murshed, M., 2010, Automated multi-sensor color video fusion for nighttime video surveillance, Proceedings of the IEEE Symposium on Computers and Communications, 22 June 2010 to 25 June 2010, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 529-534.
  43. Ul-Haq, A., Gondal, I., Murshed, M., 2010, Scarf: Semi-automatic colorization and reliable image fusion, Proceedings of the 2010 Digital Image Computing: Techniques and Applications, 01 December 2010 to 03 December 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 435-440.
  44. Ul-Haq, A., Gondal, I., Murshed, M., 2010, VSAMS: Video stabilization approach for multiple sensors, Proceedings of the 2010 Digital Image Computing: Techniques and Applications, 01 December 2010 to 03 December 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 411-416.
  45. Awrangjeb, M., Lu, G., Fraser, C., 2010, A comparative study on contour-based corner detectors, Proceedings of the 2010 Digital Image Computing: Techniques and Applications, 01 December 2010 to 03 December 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 92-99.
  46. Sadat, R., Teng, S., Lu, G., 2010, Image registration using modified local ternary pattern, Proceedings of the 25th International Conference of Image and Vision Computing New Zealand, 8 November 2010 to 9 November 2010, IEEE, Piscataway NJ USA, pp. 1-8.
  47. Hossain, T., Teng, S., Lu, G., Lackmann, M., 2010, An enhancement to SIFT-based techniques for image registration, Proceedings of the 2010 Digital Image Computing: Techniques and Applications, 01 December 2010 to 03 December 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 166-171.
  48. Sajjanhar, A., Lu, G., Zhang, D., 2010, Novel spectral descriptor for object shape, Proceedings of the 11th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing, 21 September 2010 to 24 September 2010, Springer - Verlag, Berlin Germany, pp. 58-67.
  49. Fu, Z., Lu, G., Ting, K., Zhang, D., 2010, On feature combination for music classification, Proceedings of the Joint IAPR International Workshop on Structural, Syntactic and Statistical Pattern Recognition (SSPR & SPR 2010), 18 August 2010 to 20 August 2010, Springer - Verlag, Germany, pp. 453-462.
  50. Islam, M.M., Zhang, D., Lu, G., 2010, Region based color image retrieval using curvelet transform, Proceedings of the 9th Asian Conference on Computer Vision, 23 September 2009 to 27 September 2009, Springer-Verlag, Berlin Germany, pp. 448-457.
  51. Zhou, g., Ting, K., Liu, F., Yin, Y., 2010, Relevance feature mapping for content-based image retrieval, Proceedings of the 16th ACM SIGKDD Workshop on Multimedia Data Mining, 25 July 2010 to 28 July 2010, The Association for Computing Machinery, Washington DC USA, pp. 1-10.
  52. Zhu, J., Lu, G., Zhang, D., 2010, A GPU-based real-time interactive method for image matting, Proceedings of the 25th International Conference of Image and Vision Computing New Zealand, 8 November 2010 to 9 November 2010, IEEE, Piscataway NJ USA, pp. 1-8.
  53. Zhu, J., Zhang, D., Lu, G., 2010, An enhancement to closed-form method for natural image matting, Proceedings of the 2010 Digital Image Computing: Techniques and Applications, 01 December 2010 to 03 December 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 629-634.
  54. Fu, Z., Lu, G., Ting, K., Zhang, D., 2010, Learning naive Bayes classifiers for music classification and retrieval, Proceedings of the 20th International Conference on Pattern Recognition, 23 August 2010 to 26 August 2010, IEEE Computer Society, Piscataway NJ USA, pp. 4589-4592.
  55. Haque, A., Murshed, M. M., Ali, M., 2009, Adaptive contention window based wireless medium access mechanism for periodic sensor data collection applications, Proceedings of the 2009 IEEE 9th Malaysia International Conference on Communications, 15 December 2009 to 17 December 2009, The Institute of Electrical and Electronics Engineers, Piscataway NY USA, pp. 1177-1181.
  56. Paul, M., Murshed, M. M., 2009, A novel pattern identification scheme using distributed video coding concepts, Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), 19 April 2009 to 24 April 2009, The Institute of Electrical and Electronics Engineers, Piscataway NY USA, pp. 729-732
  57. Dai, B., Zhang, D., Liu, H., Sun, S., Li, K., 2009, Evaluation of face recognition techniques, Proceedings of PIAGENG 2009: Image Processing and Photonics for Agricultural Engineering, 11 July 2009 to 12 July 2009, SPIE, Bellingham WA USA, pp. 1-7.
  58. Awrangjeb, M., Lu, G., Fraser, C.S., Ravanbakhsh, M., 2009, A fast corner detector based on the chord-to-point distance accumulation technique, Proceedings of the 2009 Digital Image Computing Techniques and Applications, 1 December 2009 to 3 December 2009, IEEE Computer Society, Los Alamitos CA USA, pp. 519-525.
  59. Arabi, A.F., Lu, G., 2009, Enhanced polyphonic music genre classification using high level features, Proceedings of the 2009 IEEE International Conference on Signal and Image Processing Applications, 18 November 2009 to 19 November 2009, IEEE Signal Processing Society, Kuala Lumpur Malaysia, pp. 1-6.
  60. Islam, M.M., Zhang, D., Lu, G., 2009, Rotation invariant curvelet features for texture image retrieval, Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 28 June 2009 to 3 July 2009, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 562-565.
  61. Zhang, D., Islam, M.M., Lu, G., Hou, J., 2009, Semantic image retrieval using region based inverted file, Proceedings of the 2009 Digital Image Computing: Techniques and Applications, 1 December 2009 to 3 December 2009, IEEE Computer Society, Los Alamitos CA USA, pp. 242-249.
  62. Jiang, L., Hou, J., Zeng, C., Zhang, D., 2009, Automatic image annotation based on decision tree machine learning, Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 10 October 2009 to 12 October 2009, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 170-175.

Return to top

Communications

  1. N. Nowsheen, G. Karmakar and J. Kamruzzaman, "MPDF: Movement Predicted Data Forwarding Protocol for Underwater Acoustic Sensor Networks," Proc. in APCC2014. Best Paper Award
  2. N. Nowsheen, G. Karmakar, and J. Kamruzzaman, "An adaptive approach to opportunistic data forwarding in underwater acoustic sensor setworks," to appear in Proc. 13th IEEE Symposium on Network Computing & Applications (NCA), Cambridge, MA, pp. 105-110, 2014 (CORE rank A).
  3. M.M. Rashid, I. Gondal and J. Kamruzzaman, "A Novel Algorithm for Mining Behavioural Patterns from Wireless Sensor Networks," to appear in IEEE IJCNN 2014 (CORE rank A)
  4. M.M. Rashid, I. Gondal and J. Kamruzzaman, "A Parallel and Distributed Framework for Mining Share-Frequent Sensor Patterns from Wireless Sensor Networks," to appear in Intl. Conf. on Comp. Sci., 2014. (CORE rank A)
  5. M.M. Rashid, I. Gondal and J. Kamruzzaman, "ACSP-tree: A tree structure for mining behavioural patterns from wireless sensor networks," 38th IEEE Intl. Conf. on Local Computer Networks (LCN 2013), Sydney, Australia, 2013. (CORE rank A)
  6. M.M. Rashid, I. Gondal and J. Kamruzzaman, "Mining associated sensor patterns for data stream of wireless sensor networks,"  16th ACM/IEEE Intl. Conf. on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM2013), Barcelona, Spain, 2013. (CORE rank A)
  7. M.M. Rashid, I. Gondal and J. Kamruzzaman, "Regularly frequent patterns mining from sensor data stream," 20th Intl. Conf. on Neural Information Systems (ICONIP), vol. 2, pp. 417-424, Daegu, Korea, 2013. (CORE rank A)
  8. N. Nowsheen, G. Karmakar, and J. Kamruzzaman, "An Opportunistic Message Forwarding Protocol for Underwater Acoustic Sensor Networks," Proc. The 19th Asia Pacific Conference on Communications (APCC), pp. 208-213, 2013.
  9. Murshed, M., Sabrina, T., Iqbal, A., Ali, M., 2013, Verifiable and privacy preserving electronic voting with untrusted machines, Proceedings of the 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2013).
  10. F.R. Armaghani, I. Gondal, J. Kamruzzaman and David G Green, "Dynamic sensors collaboration to balance the accuracy-lifetime trade-off in multiple-target tracking," 23 IEEE Intl. Conf. on Personal Indoor and Mobile Radio Communications (PIMRC), pp. 675-681, 2012.
  11. F.R. Armaghani, I. Gondal, J. Kamruzzaman and David G Green, "Dynamic sensors selection for overlapped multiple-target tracking using eagerness," IEEE Vehicular Technology Conference (VTC Fall), Quebec, 2012.
  12. F.R. Armaghani, I. Gondal, J. Kamruzzaman and David G Green, "Dynamic clusters graph for detecting moving targets using WSNs," IEEE Vehicular Technology Conference (VTC Fall), Quebec, 2012.
  13. R. Hassan, G. Karmakar and J.Kamruzzaman, "Realistic pricing modeling for dynamic spectrum access network," IEEE International Conference on Communications (ICC), Ottawa, Canada, pp. 1838-1842, 2012.
  14. S. Pervin, J. Kamruzzaman and G. karmakar, "Delay-aware query routing tree for wireless sensor networks," Proc. 11th IEEE Symposium on Network Computing & Applications (NCA), Cambridge, MA, pp. 105-110, 2012 (CORE rank A).
  15. M.F. Yaqub, I. Gondal  and J. Kamruzzaman, "Impact characterization of multiple-points-defect on machine fault diagnosis," Proc. IEEE Intl. Conf. on Automation Science and Engineering (CASE), pp. 479-484, Seoul, 2012.
  16. Kh Mahmudul Alam, J. Kamruzzaman, G. Karmakar and M. Murshed, "Priority sensitive event detection in hybrid wireless sensor networks," Proc. 21st Intl. Conf. on Computer Communications and Networks (ICCCN), Munich, pp. 1-7, 2012.
  17. A. Haider, I. Gondal and J. Kamruzzaman, "A novel vertical handover scheme for diminution in social network traffic," Proc. IEEE Wireless Communications and Networking Conference (WCNC), Shanghai, pp. 2488-2492, 2012.
  18. Rizal, M., Gondal, I., Delir Haghighi, P., Qiu, B., 2012, Priority based expansion of neighbourhood size for heterogeneous traffic routing in WSN, Proceedings of the Ninth ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks, 21 October 2012 to 25 October 2012, Association for Computing Machinery, New York NY USA, pp. 101-106.
  19. Gondal, I., Yaqub, M.F., Hua, X., 2012, Smart phone based machine condition monitoring system, Neural Information Processing 19th International Conference, ICONIP 2012 Proceedings, Part V, 12 November 2012 to 15 November 2012, Springer, Berlin Heidelberg Germany, pp. 488-497.
  20. Iqbal, A., Murshed, M., 2012, Modelling sensing radius for efficient wireless sensor deployment, Proceedings of the International Symposium on Communications and Information Technologies (ISCIT 2012), pp. 365–370.
  21. Sabrina, T., Murshed, M., 2012, Analysis of location privacy risk in a plain-text communication based Participatory Sensing System using subset coding and mix network, Proceedings of the International Symposium on Communications and Information Technologies (ISCIT 2012), pp. 718–723.
  22. Hasan, R., Murshed, M., 2012, Unsaturated throughput analysis of a novel interference-constrained multi-channel random access protocol for cognitive radio networks, Proceedings of the 23rd IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2012), pp. 178–184.
  23. Sharna, S., Murshed, M., 2012, Impact on vertical handoff decision algorithm by the network call admission control policy in heterogeneous wireless networks, Proceedings of the 23rd IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2012), pp. 893–898.
  24. Amar, M., Gondal, I., Wilson, C.C., 2012, Unitary anomaly detection for ubiquitous safety in machine health monitoring, 19th International Conference, INCONIP 2012 Proceedings, Part V, 12 November 2012 to 15 November 2012, Springer, Berlin Heidelberg Germany, pp. 361-368.
  25. Anwar Sadat, Gour Karmakar and David Green, "Joint Optimization of Number and Allocation of Clusters for Wireless Sensor Networks", IEEE International Conference on Communications (ICC), Ottawa, Canada, 2012 (ERA Rank B).
  26. Iqbal, A., Murshed, M., 2012, Range-free passive localization using static and mobile sensors, Proceedings of The 13th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2012).
  27. Kh Mahmudul Alam, J. Kamruzzaman, G. Karmakar, M. Murshed and AKM Azad, "QoS support in event detection in WSN through optimal k-covCOREge," Proc. 11th International Conference on Computational Science (ICCS), Japan, pp. 449-457, 2011. (CORE rank A).
  28. S. Pervin, J. Kamruzzaman and G. karmakar, "Quality adjustable query processing framework for wireless sensor networks," Proc. 10th IEEE Symposium on Network Computing & Applications (NCA), USA, pp. 354 – 358, 2011(CORE rank A).
  29. S. Pervin, J. Kamruzzaman, G. Karmakar and AKM Azad, "Hybrid in-network query processing framework for wireless sensor networks," Proc. IEEE International Conference on Communications (ICC), Japan, 2011.
  30. Kh Mahmudul Alam, J. Kamruzzaman, G. Karmakar and M. Murshed, "Dynamic event covCOREge in hybrid wireless sensor networks," Proc. 10th IEEE Symposium on Network Computing & Applications (NCA), USA, pp. 348 – 353, 2011 (CORE rank A).
  31. M.F. Yaqub, I. Gondal  and J. Kamruzzaman, "Severity invariant machine fault diagnosis," Proc. 6th IEEE Conference on Industrial Electronics and Applications (ICIEA), China, pp. 21-26, 2011 (CORE rank A).
  32. M.I.B Shahid and J. Kamruzzaman, "Spectrum allocation framework for multiuser cognitive radio systems," Proc. IEEE International Conference on Communications (ICC), Japan, 2011.
  33. A. Haider, I. Gondal and J. Kamruzzaman, "Dynamic dwell timer for hybrid vertical handover in 4G coupled networks," Proc. IEEE Vehicular Technology Conference (VTC spring), Budapest, Hungary, 2011.
  34. F.R. Armaghani, I. Gondal and J. Kamruzzaman," Dynamic Sensor Selection for Target Tracking in Wireless Sensor Networks," Proc. IEEE Vehicular Technology Conference (VTC fall), USA, 2011.
  35. G. Rabbani, J. Kamruzzaman, I. Gondal and I. Ahmad, "A new resource distribution model for improved QoS in an integrated WiMAX/WiFi architecture," Proc. 7th International Conference on Wireless Communications and Mobile Computing (IWCMC), Turkey, 2011.
  36. M.F. Yaqub, I. Gondal, and J. Kamruzzaman, "Envelope-Wavelet Packet Transform for Machine Condition Monitoring", Proc. International Conference on Control, Automation, Robotics and Vision (ICCARV), pp. 1597-1603, Italy, 2011 (CORE rank A).
  37. M.F. Yaqub, I. Gondal, and J. Kamruzzaman, "Multiple-Points Fault Signature's Dynamics Modeling for Bearing Defect Frequencies", Proc. International Conference on Control, Automation, Robotics and Vision (ICCARV), pp. 2580-2585, Italy, 2011 (CORE rank A).
  38. M. F. Yaqub, I. Gondal  and J. Kamruzzaman, "Optimally parameterized wavelet packet transform for machine residual life prediction," Proc. 12th annual conference of the Australian Acoustical Society (ACOUSTICS-2011), paper no. 35, pp. 1-8, Gold Coast, Australia.
  39. R. Hassan, G. Karmakar and J. Kamruzzaman, "Maximizing the concurrent transmissions in cognitive radio ad hoc networks," Proc. 7th International Conference on Wireless Communications and Mobile Computing (IWCMC), Turkey, 2011.
  40. R. Hassan, G. Karmakar and J. Kamruzzaman, "Dynamic bandwidth access to cognitive radio ad hoc networks through pricing modeling," Proc. 17th Asia Pacific Conference on communication (APCC), pp. 12-17, Malaysia, 2011.
  41. M. M. Bhuiyan, I. Gondal and J. Kamruzzaman, "Cross layer modeling of contention-based MAC and deterministic routing protocols in multi-hop WSNs," Proc.International Conference on Information Networking (ICOIN), Malaysia, 2011.
  42. M. M. Bhuiyan, I. Gondal and J. Kamruzzaman, "CODAR: congestion and delay aware routing to detect time critical events in WSNs," Proc. International Conference on Information Networking (ICOIN), Malaysia, 2011.
  43. M. F. Yaqub, I. Gondal, and J. Kamruzzaman, "Resonant frequency band estimation using adaptive wavelet decomposition level selection," Proc. 2011 IEEE International Conference on Mechatronics and Automation (ICMA), China, pp. 376 – 381, 2011.
  44. M. F. Yaqub, I. Gondal, and J. Kamruzzaman, "Machine fault severity estimation based on adaptive wavelet nodes selection and SVM," Proc. 2011 IEEE International Conference on Mechatronics and Automation (ICMA), China, pp. 1951 - 1956, 2011.
  45. M. M. Bhuiyan, I. Gondal and J. Kamruzzaman, "I-MAC: energy efficient intelligent MAC protocol for wireless sensor networks," Proc. 17th Asia Pacific Conference on communication (APCC), pp. 133-138, Malaysia, 2011.
  46. M. M. Bhuiyan, I. Gondal and J. Kamruzzaman, "Dual-channel based energy efficient event clustering and data gathering in WSNs," 17th Asia Pacific Conference on communication (APCC), Malaysia, 2011.
  47. A. Sadat and G. Karmakar, "Optimum Clusters for Reliable and Energy Efficient Wireless Sensor Networks", NCA, USA, 2011 (ERA Rank A).
  48. Sharna, S., Amin, M. R., Murshed, M., 2011, An enhanced-MDP based vertical handoff algorithm for QoS support over heterogeneous wireless networks, Proceedings of 2011 IEEE International Symposium on Network Computing and Applications (NCA 2011), pp. 289–293.
  49. Murshed, M., Iqbal, A., Sabrina, T., Alam, M.K., 2011, A subset coding based k-anonymization technique to trade-off location privacy and data integrity in participatory sensing systems,  Proceedings of 2011 IEEE International Symposium on Network Computing and Applications (NCA 2011), pp. 107–114.
  50. Hasan, R., Murshed, M., 2011, A novel multichannel cognitive radio network with throughput analysis at saturation load, Proceedings of 2011 IEEE International Symposium on Network Computing and Applications (NCA 2011), pp. 211–218.
  51. Sharna, S. A., Murshed, M. M., 2011, Adaptive weight factor estimation from user preferences for vertical handoff decision algorithms, Proceedings of the 2011 IEEE Wireless Communications and Networking Conference (WCNC 2011), 28 March 2011 to 31 March 2011, IEEE Communications Society, New York USA, pp. 1143-1148.
  52. Hasan, M., Murshed, M., 2011, Provisioning delay sensitive services in cognitive radio networks with multiple radio interfaces, Proceedings of the 2011 IEEE Wireless Communications and Networking Conference (WCNC 2011), 28 March 2011 to 31 March 2011, IEEE Communications Society, New York USA, pp. 162-167.
  53. Iqbal, A., Murshed, M., 2011, Demand-driven movement strategy for moving beacons in distributed sensor localization, Proceedings of the International Conference on Computational Science (ICCS 2011), 1 June 2011 to 3 June 2011, Elsevier BV, Netherlands, pp. 2226-2235.
  54. Ferdous, H., Murshed, M., 2010, Enhanced IEEE 802.11 by integrating multiuser dynamic OFDMA, Proceedings of the Ninth Wireless Telecommunications Symposium, 21 April 2010 to 23 April 2010, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 1-6.
  55. Sharna, S., Murshed, M., 2011, Performance improvement of vertical handoff algorithms for QoS support over heterogeneous wireless networks, Proceedings of the Thirty-Fourth Australasian Computer Science Conference (ACSC 2011), 17th January 2011 to 20th January 2011, Australian Computer Society Inc., Sydney NSW Australia, pp. 17-24.
  56. Haque, A., Murshed, M., Ali, M., 2010, Efficient contention resolution in MAC protocol for periodic data collection in WSNs, Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 28 June 2010 to 2 July 2010, Association for Computing Machinery, New York USA, pp. 437-441.
  57. Hasan, M., Murshed, M., 2010, Provisioning delay sensitive services in cognitive radio networks by opportunistically sharing spectrum from CSMA/CA networks, Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 01 September 2010 to 03 September 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 616-622.
  58. Iqbal, A., Murshed, M., 2010, Attack-resistant sensor localization under realistic wireless signal fading, Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 18 April 2010 to 21 April 2010, The Institute of Electrical and Electronics Engineers, New York NY USA, pp. 1-6.
  59. Murshed, M., Sabrina, T., Iqbal, A., Alam, K., 2010, A novel anonymization technique to trade off location privacy and data integrity in participatory sensing systems, Proceedings of the 2010 Fourth International Conference on Network and System Security, 01 September 2010 to 03 September 2010, IEEE Computer Society, Piscataway NJ USA, pp. 345-350.
  60. Anwar Sadat and Gour Karmakar, "Optimal Reliable and Energy Aware Inter-Cluster Communication in Wireless Sensor Networks", IEEE Asia-Pacific Conference on Communications, Auckland, New Zealand, 2010 .
  61. Anwar Sadat and Gour Karmakar, "A Trade-Off Between Reliability and Energy Efficiency for Inter-cluster Communication in Wireless Sensor Networks", IEEE 12th International Conference on High Performance Computing and Communications, Melbourne, Australia, 573-578, 2010.
  62. A. Sadat, G. Karmakar, A. Zaslavsky, and M. M. Gaber, "Reliable and Energy Efficient Backup Clustering Scheme for Wireless Sensor Networks", 24th Edition of the International Conference on Information Networking (ICOIN), Busan, Korea, 2010 (received best paper award).
  63. Sharna, S., Murshed, M., 2010, Performance analysis of vertical handoff algorithms with QoS parameter differentiation, Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 01 September 2010 to 03 September 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 623-628.
  64. A. R. Siddique and J. Kamruzzaman, "Performance analysis of PCF based WLANs with imperfect channel and failure retries," Proc. IEEE Global Tele. Conf., (GLOBECOM), USA, 2010.
  65. A. R. Siddique and J. Kamruzzaman, "Increasing voice capacity over IEEE 802.11 WLAN using virtual access points," Proc. IEEE Global Tele. Conf., (GLOBECOM), USA, 2010.
  66. M. Mamun, G. C. Karmakar and J. Kamruzzaman, "QoS-centric collision window shaping for CSMA-CA MAC protocol," Proc.  IEEE Global Tele. Conf., (GLOBECOM), USA, 2010..
  67. M. Mamun, G. C. Karmakar and J. Kamruzzaman,"A contender-aware backoff algorithm for CSMA based MAC protocol for wireless sensor network," Proc.16th Asia-Pacific Conference on Communications (APCC), pp. 261-266, New Zealand, 2010.
  68. M.F. Yaqub, I. Gondal  and J. Kamruzzaman, "Coexistence mechanism for industrial automation network," Proc.12th International Conference on High Performance Computing & Communications, (HPCC), pp. 376-382, Melbourne, 2010.
  69. M.F. Yaqub, I. Gondal  and J. Kamruzzaman, "Diversified adaptive frequency rolling to mitigate self and static interferences," Proc.12th International Conference on High Performance Computing & Communications, (HPCC), pp. 603-608, Melbourne, 2010.
  70. A. Haider, I. Gondal, J. Kamruzzaman and B. Qiu, "Efficient utilization of WLAN networks in the next-genCOREtion heterogeneous environments," Proc.12th International Conference on High Performance Computing & Communications, (HPCC), 2010, pp. 398-403, Melbourne, 2010.
  71. A K M Azad, J. Kamruzzaman, KH Alam, S. Pervin and B. Srinivasan, "Query processing over distributed heterogeneous sensor networks in Future Internet: scalable architecture and challenges," Proc.2nd International Conference on Advances in Future Internet (AFIN), 2010, pp. 75-81, Italy, 2010.
  72. A. R. Siddique and J. Kamruzzaman, "VoIP Service over Multihop 802.11 networks with power capture and channel noise," Proc. IEEE International Conference on Communications (ICC), Cap Town, South Africa, 2010.
  73. M.I.B. Shahid and J. Kamruzzaman, "Agile spectrum evacuation in cognitive radio networks," Proc.IEEE International Conference on Communications (ICC), 2010, Cap Town, South Africa, 2010.
  74. M.M. Bhuiyan, I. Gondal and J. Kamruzzaman, "CAM: congestion avoidance and mitigation in wireless sensor networks," Proc.71stIEEE Vehicular Technology Conference (VTC) Taipei, Taiwan, 2010.
  75. M.I.B. Shahid and J. Kamruzzaman, "Interference protection through agile spectrum evacuation in cognitive radio networks," Proc. 71st IEEE Vehicular Technology Conference (VTC) Taipei, Taiwan, 2010.
  76. A.R. Siddique and J. Kamruzzaman, "Performance analysis of m-retry BEB based DCF under unsaturated traffic condition," Proc. IEEE Wireless Communications & Networking Conference (WCNC), Sydney, Australia, 2010.
  77. A.R. Siddique and J. Kamruzzaman, "Voice over multi-channel multi-radio WLANs with power capture and imperfect channel," Proc.IEEE Wireless Communications & Networking Conference (WCNC), Sydney, Australia. 2010. Received Best Paper award.
  78. M.M. Bhuiyan, I. Gondal and J. Kamruzzaman, "LACAR: Location aided congestion aware routing in wireless sensor networks," Proc.IEEE Wireless Communications & Networking Conference (WCNC), Sydney, Australia, 2010.
  79. Tabassum, N., Lu, G., 2010, Data-driven MAC for efficient transmission of spatially correlated data in WSNs, Proceedings of the Third IFIP TC 6 International Conference, WCITD 2010 and IFIPTC 6 International Conference, NF 2010, 20 September 2010 to 23 September 2010, Springer - Verlag, Berlin Germany, pp. 146-157.
  80. Rokonuzzaman, S.M., Pose, R.D., Gondal, I., 2009, A cross-layer approach for QoS topology control in wireless ad hoc networks, Proceedings of TENCON 2009: Emerging Technologies for Sustainable Development, 23 November 2009 to 26 November 2009, IEEE Singapore Section, Singapore, pp. 1-6.
  81. Rokonuzzaman, S.M., Pose, R.D., Gondal, I., 2009, A warning based pre-emptive routing scheme for QoS maintenance in wireless ad hoc networks, Proceedings of the Sixth ACM International Symposium on Performance Evaluation of Wireless Ad-Hoc, Sensor, and Ubiquitous Networks (PE-WASUN'09), 28 October 2009 to 29 October 2009, The Association for Computing Machinery, New York NY USA, pp. 27-32.
  82. A.R. Siddique and J. Kamruzzaman, "VoIP capacity over PCF with imperfect channel," Proc. IEEE Global Telecommunications Conference (GLOBECOM), December, Honolulu, USA, 2009.
  83. M.I.B. Shahid and J. Kamruzzaman, "CoopCOREtive spectrum sensing in realistic RF environment," Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), pp. 1-6, Tokyo, Japan, 2009.
  84. S. Ahmed, G C Karmakar and J. Kamruzzaman, "HiCORErchical adaptive location service protocol for mobile ad hoc network", Proc. IEEE Wireless Communications and Networking Conference (WCNC), pp. 2932-2937, Budapest, Hungary, 2009.

Return to top

Artificial intelligence

  1. Aryal, S., Ting, K.M., Wells, J.R., Washio, T., 2014. Improving iForest with Relative Mass. To appear in Proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining. Tainan, Taiwan. 13-16 May 2014.
  2. Aryal, S., Ting, K.M., 2013, MassBayes: a new generative classifier with multi-dimensional likelihood estimation, Advances in Knowledge Discovery and Data Mining: 17th Pacific-Asia Conference, PAKDD 2013 Proceedings, Part I, 14 April 2013 to 17 April 2013, Springer-Verlag, Germany, pp. 136-148.
  3. Amar, M., Gondal, I., Wilson, C.C., 2013, Fuzzy logic inspired bearing fault-model membership estimation, IEEE ISSNIP: Sensing the Future - Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, Sensor Networks and Information Processing, 2 April 2013 to 5 April 2013, IEEE, Piscataway NJ USA, pp. 420-425.
  4. Amar, M., Gondal, I., Wilson, C.C., 2013, Multi-Size-Window spectral augmentation: neural network bearing fault classifier, Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA), 19 June 2013 to 21 June 2013, IEEE, Piscataway NJ USA, pp. 261-266.
  5. Nazmul, R., Chetty, M.R., 2013, A knowledge-based initial population generation in memetic algorithm for protein structure prediction, Neural Information Processing: 20th International Conference ICONIP 2013 Proceedings, Part II, 3 November 2013 to 7 November 2013, Springer-Verlag, Germany, pp. 546-553.
  6. Nazmul, R., Chetty, M.R., 2013, A priority based parental selection method for genetic algorithm, Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO'13, July 6 2013 to 10 July 2013, Association for Computing Machinery Inc. (ACM), USA, pp. 125-126.
  7. Nazmul, R., Chetty, M.R., 2013, An adaptive strategy for assortative mating in genetic algorithm, 2013 IEEE Congress on Evolutionary Computation, 20 June 2013 to 23 June 2013, IEEE, Piscataway NJ USA, pp. 2237-2244.
  8. Chowdhury, A.R., Chetty, M.R., Nguyen, V., 2013, Inferring large scale genetic networks with S-System model, Proceedings of the Genetic and Evolutionary Computation Conference, GECCO'13, 6 July 2013 to 10 July 2013, Association for Computing Machinery Inc. (ACM), USA, pp. 271-278.
  9. Chowdhury, A.R., Chetty, M.R., Nguyen, V., 2013, On the analysis of time-delayed interactions in genetic network using S-System model, Neural Information Processing: 20th International Conference ICONIP 2013 Proceedings, Part II, 3 November 2013 to 7 November 2013, Springer-Verlag, Germany, pp. 616-623.
  10. Nazmul, R., Chetty, M.R., 2013, Protein structure prediction with a new composite measure of diversity and memory-based diversification strategy, Neural Information Processing: 20th International Conference ICONIP 2013 Proceedings, Part II, 3 November 2013 to 7 November 2013, Springer-Verlag, Germany, pp. 649-656.
  11. Chowdhury, A.R., Chetty, M.R., Nguyen, V., 2013, Reverse engineering genetic networks with time-delayed S-System model and Pearson correlation coefficient, Neural Information Processing: 20th International Conference ICONIP 2013 Proceedings, Part II, November 3 2013 to November 7 2013, Springer-Verlag, Germany, pp. 624-631.
  12. Morshed, N., Chetty, M.R., Nguyen, V., Caelli, T., 2013, mDBN: motif based learning of gene regulatory networks using dynamic Bayesian networks, Proceedings of the Genetic and Evolutionary Computation Conference, GECCO'13, 6 July 2013 to 10 July 2013, Association for Computing Machinery Inc. (ACM), USA, pp. 279-286.
  13. Ariyaratne, H.B., Zhang, D., Lu, G., 2012, A class centric feature and classifier ensemble selection approach for music genre classification, Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7-9 2012, Proceedings, 7 November 2012 to 9 November 2012, Springer, Berlin Heidelberg Germany, pp. 666-674.
  14. Wells, J.R., Ting, K.M., Naiwala, C.P., 2012, A non-time series approach to vehicle related time series problems, Proceedings of the Tenth Australasian Data Mining Conference (AusDM'12), 5 December 2012 to 7 December 2012, Australian Computer Society Inc, Sydney NSW Australia, pp. 1-10.
  15. Chowdhury, A.R., Chetty, M.R., Nguyen, V., 2012, Adaptive regulatory genes cardinality for reconstructing genetic networks, 2012 IEEE World Congress on Computational Intelligence, Institute of Electrical and Electronics Engineers, Inc, Piscataway NJ USA, pp. 955-962.
  16. Nguyen, V., Chetty, M.R., Coppel, R.L., Wangikar, P.P., 2012, Data discretization for dynamic Bayesian network based modeling of genetic networks, Neural Information Processing 19th International Conference, ICONIP 2012 Proceedings, Part II, 12 November 2012 to 15 November 2012, Springer, Berlin Heidelberg Germany, pp. 298-306.
  17. Morshed, N., Chetty, M.R., Nguyen, V., 2012, FusGP: Bayesian co-learning of gene regulatory networks and protein interaction networks, Neural Information Processing 19th International Conference, ICONIP 2012 Proceedings, Part V, 12 November 2012 to 15 November 2012, Springer, Berlin Heidelberg Germany, pp. 369-377.
  18. Nguyen, V., Chetty, M.R., Coppel, R.L., Wangikar, P.P., 2012, Local and global algorithms for learning dynamic Bayesian networks, The 12th IEEE International Conference on Data Mining (ICDM 2012), 10 December 2012 to 13 December 2012, IEEE Computer Society Press, Washington DC USA, pp. 685-694.
  19. Chowdhury, A.R., Chetty, M.R., Nguyen, V., 2012, On the reconstruction of genetic network from partial microarray data, Neural Information Processing 19th International Conference, ICONIP 2012 Proceedings, Part I, 12 November 2012 to 15 November 2012, Springer, Berlin Heidelberg Germany, pp. 689-696.
  20. Nazmul, R., Chetty, M.R., Samudrala, R., Chalmers, D.K., 2012, Protein structure prediction based on optimal hydrophobic core formation, 2012 IEEE World Congress on Computational Intelligence, 10 June 2012 to 15 June 2012, Institute of Electrical and Electronics Engineers, Inc, Piscataway NJ USA, pp. 1856-1864.
  21. Fu, Z., Lu, G., Ting, K., Zhang, D., 2011, Building sparse support vector machines for multi-instance classification, European Conference on Machine Learning Knowledge Discovery in Databases (ECML PKDD 2011), 5 September 2011 to 9 September 2011, Springer-Verlag, Berlin Germany, pp. 471-486.
  22. Fu, Z., Lu, G., Ting, K., Zhang, D., 2011, On low-rank regularized least squares for scalable nonlinear classification, 18th International Conference on Neural Information Processing (ICONIP 2011), 13 November 2011 to 17 November 2011, Springer-Verlag, Berlin Germany, pp. 490-499.
  23. Tan, S., Ting, K., Teng, S., 2011, Clustering gene expression data using ant-based heuristics, 2011 IEEE Congress on Evolutionary Computation (CEC), 5th June 2011 to 8th June 2011, Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 1-8.
  24. Ting, K., Washio, T., Wells, J., Liu, F., 2011, Density estimation based on mass, 11th IEEE International Conference on Data Mining (ICDM 2011), 11 December 2011 to 14 December 2011, IEEE Computer Society, Los Alamitos CA USA, pp. 715-724.
  25. Tan, S., Ting, K., Liu, F., 2011, Fast anomaly detection for streaming data, Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI 2011), 16 July 2011 to 22 July 2011, AAAI Press, Menlo Park CA USA, pp. 1511-1516.
  26. Tan, S.C., Ting, K.M., Teng, S.W., 2011, Simplifying and improving ant-based clustering, International Conference on Computational Science (ICCS 2011), 1 June 2011 to 3 June 2011, Elsevier BV, The Netherlands, pp. 46-55.
  27. Islam, M. K., Chetty, M. R., Murshed, M. M., 2011, Novel local improvement techniques in clustered memetic algorithm for protein structure prediction, Proceedings of the 2011 IEEE Congress on Evolutionary Computation (CEC), 5th June 2011 to 8th June 2011, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 1003-1011.
  28. Islam, M., Chetty, M., Ullah, A., Steinhofel, K., 2011, A memetic approach to protein structure prediction in triangular lattices, Neural Information Processing, 13 November 2011 to 17 November 2011, Springer-Verlag, Berlin Germany, pp. 625-635.
  29. Chowdhury, A., Chetty, M.R., 2011, An improved method to infer gene regulatory network using s-system, 2011 IEEE Congress on Evolutionary Computation (CEC), 5 June 2011 to 8 June 2011, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 1012-1019.
  30. Morshed, N., Chetty, M., 2011, Combining instantaneous and time-delayed interactions between genes - a two phase algorithm based on information theory, 24th Australasian Joint Conference on Artificial Intelligence (AI2011), 5 December 2011 to 8 December 2011, Springer-Verlag, Berlin Germany, pp. 102-111.
  31. Nguyen, V., Chetty, M., Coppel, R., Wangikar, P., 2011, Dynamic bayesian network modeling of cyanobacterial biological processes via gene clustering, 18th International Conference on Neural Information Processing (ICONIP 2011), 13 November 2011 to 17 November 2011, Springer-Verlag, Berlin Germany, pp. 97-106.
  32. Morshed, N., Chetty, M., 2011, Information theoretic dynamic Bayesian network approach for reconstructing genetic networks, Proceedings of the Eleventh IASTED International Conference on Artificial Intelligence and Applications, 14 February 2011 to 16 February 2011, ACTA Press, Alberta Canada, pp. 236-243.
  33. Tang, L., Chetty, M., Lim, S., 2011, Multi agent carbon trading incorporating human traits and game theory, 18th International Conference on Neural Information Processing (ICONIP 2011), 13 November 2011 to 17 November 2011, Springer-Verlag, Berlin Germany, pp. 36-46.
  34. Nguyen, V., Chetty, M., Coppel, R., Wangikar, P., 2011, Polynomial time algorithm for learning globally optimal dynamic bayesian network, 18th International Conference on Neural Information Processing (ICONIP 2011), 13 November 2011 to 17 November 2011, Springer-Verlag, Berlin Germany, pp. 719-729.
  35. Morshed, N., Chetty, M.R., 2011, Reconstructing genetic networks with concurrent representation of instantaneous and time-delayed interactions, 2011 IEEE Congress on Evolutionary Computation (CEC), 5 June 2011 to 8 June 2011, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 1840-1847.
  36. Morshed, N., Chetty, M., Nguyen, V., 2011, Simultaneous learning of instantaneous and time-delayed genetic interactions using novel information theoretic scoring technique, 18th International Conference on Neural Information Processing (ICONIP 2011), 13 November 2011 to 17 November 2011, Springer-Verlag, Berlin Germany, pp. 248-257.
  37. Tan, S., Ting, K., Teng, S., 2010, A comparative study of practical stochastic clustering method with traditional methods, Proceedings of the 23rd Australasian Joint Conference on Artificial Intelligence, 7 December 2010 to 10 December 2010, Springer - Verlag, Berlin Germany, pp. 112-121.
  38. Ting, K., Zhou, g., Liu, F., Tan, S., 2010, Mass estimation and its applications, Proceedings of the 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 25 July 2010 to 28 July 2010, The Association for Computing Machinery, Washington DC USA, pp. 989-998.
  39. Ting, K., Wells, J., 2010, Multi-dimensional mass estimation and mass-based clustering, Proceedings of the 10th IEEE International Conference on Data Mining, 14 December 2010 to 17 December 2010, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 511-520.
  40. Liu, F., Ting, K., Zhou, Z., 2010, On detecting clustered anomalies using SCiForest, Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), 20 September 2010 to 24 September 2010, Springer - Verlag, Germany, pp. 274-290.
  41. Chanthaphavong, S., Chetty, M., 2010, Binary-organoid particle swarm optimisation for inferring genetic networks, Proceedings of the 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010), 18 July 2010 to 23 July 2010, IEEE, Piscataway NJ USA, pp. 1-10.
  42. Islam, M., Chetty, M., 2010, Clustered memetic algorithm for protein structure prediction, Proceedings of the 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010), 18 July 2010 to 23 July 2010, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 1-8.
  43. Chetty, G., Chetty, M., 2010, Multiclass microarray gene expression classification based on fusion of correlation features, Proceedings of the 13th International Conference on Information Fusion, 26 July 2010 to 29 July 2010, IEEE, Piscataway NJ USA, pp. 1-6.
  44. Ting, K.M., Zhu, L., 2009, Boosting support vector machines successfully, Proceedings of the 8th International Workshop on Multiple Classifier Systems, 10 June 2009 to 12 June 2009, Springer - Verlag, Berlin Germany, pp. 509-518.
  45. Ting, K.M., Wells, J.R., Tan, S.C., Teng, S.W., Webb, G., 2009, FaSS: Ensembles for stable learners, Proceedings of the 8th International Workshop on Multiple Classifier Systems (MCS 2009), 10 June 2009 to 12 June 2009, Springer - Verlag, Berlin Germany, pp. 364-374.
  46. Ram, R., Chetty, M.R., 2009, MCMC based Bayesian inference for modelling gene networks,Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics (PRIB 2009), 7 September 2009 to 9 September 2009, Springer - Verlag, Berlin Germany, pp. 293-306.
  47. Chetty, G., Chetty, M.R., 2009, Multiclass microarray gene expression analysis based on mutual dependency models, Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics, 7 September 2009 to 9 September 2009, Springer - Verlag, Berlin Germany, pp. 46-55.
  48. Islam, M.K., Chetty, M.R., 2009, Novel memetic algorithm for protein structure prediction, Proceedings of the AI 2009: Advances in Artificial Intelligence, 1 December 2009 to 4 December 2009, Springer - Verlang, Berlin Germany, pp. 412-421.

Return to top