eCite Digital Repository

Items where Subject is Field of Research, Information and Computing Sciences, Artificial Intelligence and Image Processing, Pattern Recognition and Data Mining

Journal Article
Wang, Q and Zhou, Y and Ding, W and Zhang, Z and Muhammad, K and Cao, Z, Random forest with self-paced bootstrap learning in lung cancer prognosis, ACM Transactions on Multimedia Computing Communications and Applications ISSN 1551-6857 (In Press) [Refereed Article] 
Awruch, CA and Somoza, GM and Baldock, C, Chondrichthyan research in South America: endocrinology overview and research trends over 50 years (1967-2016) compared to the rest of the world, General and Comparative Endocrinology, 273 pp. 118-133. ISSN 0016-6480 (2019) [Refereed Article] 
Hussain, T and Muhammad, K and Ullah, A and Cao, Z and Baik, SW and de Albuquerque, VHC, Cloud-assisted multi-view video summarization using CNN and bi-directional LSTM, IEEE Transactions on Industrial Informatics pp. 1-10. ISSN 1551-3203 (2019) [Refereed Article]
Nguyen, HD and Yeom, S and Lee, G-S and Yang, H-J and Na, I-S and Kim, S-H, Facial emotion recognition using an ensemble of multi-level convolutional neural networks, International Journal of Pattern Recognition and Artificial Intelligence pp. 1-17. ISSN 0218-0014 (2019) [Refereed Article] 
Li, Q and Cao, Z and Zhong, J and Li, Q, Graph representation learning with encoding edges, Neurocomputing pp. 1-11. ISSN 0925-2312 (2019) [Refereed Article] 
Ma, W and Cai, L and He, T and Chen, L and Cao, Z and Li, R, Local expansion and optimization for higher-order graph clustering, IEEE Internet of Things Journal pp. 1-12. ISSN 2327-4662 (2019) [Refereed Article]
Li, Q and Zhong, J and Cao, Z and Li, X, Optimizing streaming graph partitioning via a heuristic greedy method and caching strategy, Optimization Methods and Software pp. 1-16. ISSN 1055-6788 (2019) [Refereed Article] 
Fang, L and Li, Y and Yun, X and Wen, Z and Ji, S and Meng, W and Cao, Z and Tanveer, M, THP: A Novel authentication scheme to prevent multiple attacks in SDN-based IoT network, IEEE Internet of Things Journal pp. 1-15. ISSN 2327-4662 (2019) [Refereed Article]
Ali, M and Ali, R and Khan, WA and Han, SC and Bang, J and Hur, T and Kim, D and Lee, S and Kang, BH, A data-driven knowledge acquisition system: an end-to-end knowledge engineering process for generating production rules, IEEE Access, 6 pp. 15587-15607. ISSN 2169-3536 (2018) [Refereed Article]
Meng, T and Cai, L and He, T and Chen, L and Deng, Z and Ding, W and Cao, Z, A modified distance dynamics model for improvement of community detection, IEEE Access, 6 pp. 63934-63947. ISSN 2169-3536 (2018) [Refereed Article]
Deng, Z and He, T and Ding, W and Cao, Z, A multimodel fusion engine for filtering webpages, IEEE Access, 6 pp. 66062-66071. ISSN 2169-3536 (2018) [Refereed Article]
Panayotov, P and Panayotova, D and Nikolova, N and Donchev, N and Ivanova, S and Mircheva, L and Petrov, V and Tenekedjiev, K, Algorithms for formal stratification of patients with ischemic mitral regurgitation, Scripta Scientifica Medica, 50, (4) pp. 30-35. ISSN 0582-3250 (2018) [Refereed Article]
Hood, SB and Cracknell, MJ and Gazley, MF, Linking protolith rocks to altered equivalents by combining unsupervised and supervised machine learning, Journal of Geochemical Exploration, 186 pp. 270-280. ISSN 0375-6742 (2018) [Refereed Article] 
He, T and Cai, L and Meng, T and Chen, L and Deng, Z and Cao, Z, Parallel community detection based on distance dynamics for large-scale network, IEEE Access, 6 pp. 42775-42789. ISSN 2169-3536 (2018) [Refereed Article]
Wang, C and Dong, X and Zhou, F and Cao, L and Chi, C, Coupled Attribute Similarity Learning on Categorical Data, IEEE Transactions on Neural Networks and Learning Systems, 26, (4) pp. 781-797. ISSN 2162-237X (2015) [Non Refereed Article]
Xiao, G and Feng, M and Cheng, Z and Zhao, M and Mao, J and Mirowski, L, Water quality monitoring using abnormal tail-beat frequency of crucian carp, Ecotoxicology and Environmental Safety, 111 pp. 185-191. ISSN 0147-6513 (2015) [Refereed Article] 
Rahman, A and Smith, DV and Timms, G, A novel machine learning approach toward quality assessment of sensor data, IEEE Sensors Journal, 14, (4) pp. 1035-1047. ISSN 1530-437X (2014) [Refereed Article] 
Williams, RN and de Souza Jr, PA and Jones, EM, Analysing coastal ocean model outputs using competitive-learning pattern recognition techniques, Environmental Modelling and Software, 57 pp. 165-176. ISSN 1364-8152 (2014) [Refereed Article] 
Zhang, W and He, H and Kim, T-H, Xen-based virtual honeypot system for smart device, Multimedia Tools and Applications pp. 1-18. ISSN 1380-7501 (2013) [Refereed Article] 
Shahriar, MS and De Souza, P and Timms, GP, On retrieving patterns in environmental sensor data, Earth Science Informatics, 5, (1) pp. 43-59. ISSN 1865-0473 (2012) [Non Refereed Article]
Tenekedjiev, K and Zurada, JM, Guest Editorial: Intelligent systems, International Journal of General Systems, 39, (5) pp. 453-455. ISSN 0308-1079 (2010) [Contribution to Refereed Journal]
Buelens, B and Pauly, T and Williams, RN and Sale, AHJ, Kernel methods for the detection and classification of fish schools in single-beam and multi beam acoustic data, I C E S Journal of Marine Science, 66, (6) pp. 1130-1135. ISSN 1054-3139 (2009) [Refereed Article]
Dermoudy, J and Kang, BH and Bhattacharyya, D and Jeon, SH and Farkhod, A, Process of extracting uncover patterns from data: a review, International Journal of Database Theory and Application, 2, (2) pp. 17-33. ISSN 2005-4270 (2009) [Refereed Article]
Mirowski, LT and Hartnett, JS, Deckard: A System to Detect Change of RFID Tag Ownership, International Journal of Computer Science and Network Security, 7, (July 30 2007) pp. 89-99. ISSN 1738-7906 (2007) [Refereed Article] 
Tenekedjiev, K and Protopopova, A and Mihova, J, Determination of dyslipidemia by discrete and pseudo-discrete features, Scripta Scientifica Medica, 29 pp. 63-70. ISSN 0582-3250 (1996) [Refereed Article]
Conference Publication
Rama Rao, KSVN and Garg, S and Montgomery, EJ, Investigation of unsupervised models for biodiversity assessment, Proceedings of the 31st Australasian Joint Conference on Artificial Intelligence, 11-14 December 2018, Wellington, New Zealand, Lecture Notes in Computer Science, 11320, pp. 160-171. ISSN 0302-9743 (2018) [Refereed Conference Paper]
Hood, S and Cracknell, M, Identifying common protoliths for altered rocks using clustering and classification of geochemical data at the Minto Copper-Gold Mine, Yukon, Canada, Extended Abstracts of Gold' 17, 21-23 February 2017, Rotorua, New Zealand, pp. 52-56. ISBN 9781876118013 (2017) [Refereed Conference Paper] 
Reading, AM and Cracknell, MJ and Kuhn, S, Big Data Techniques for Applied Geoscience: Compute and Communicate, ASEG Extended Abstracts 2016: 25th International Geophysical Conference and Exhibition, 21-24 August 2016, Adelaide, Australia, pp. 581-585. (2016) [Keynote Presentation]
Reading, A and Cracknell, M and Kuhn, S and Hardy, S, Data Driven Knowledge Discovery for Earth Sciences: Aims and Actions, Proceedings of Australian Earth Sciences Convention, 26-30 June 2016, Adelaide, Australia, pp. 372. ISSN 0729-011X (2016) [Conference Extract]
Engelke, U and Vuong, J and Heinrich, J, Visual performance in multidimensional data characterisation with scatterplots and parallel coordinates, Human Vision and Electronic Imaging 2016, 14-18 February 2016, San Francisco, USA, pp. 288-293. ISBN 9781510827943 (2016) [Refereed Conference Paper]
Banos, O and Amin, MB and Khan, WA and Ali, T and Afzal, M and Kang, BH and Lee, S, Mining minds: an innovative framework for personalized health and wellness support, Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare (Pervasive Health), 20-23 May 2015, Istanbul, Turkey, pp. 1-8. ISBN 9781631900457 (2015) [Refereed Conference Paper]
Khan, WA and Amin, MB and Banos, O and Ali, T and Hussain, M and Afzal, M and Hussain, S and Hussain, J and Ali, R and Ali, M and Kang, D and Bang, J and Hur, TH and Ali, B and Idris, M and Razzaq, A and Lee, S and Kang, BH, Mining minds: journey of evolutionary platform for ubiquitous wellness, Proceedings of the 12th International Conference on Ubiquitous Healthcare (u-Healthcare2015), 30 November - 02 December, Osaka, Japan, pp. 1-3. (2015) [Conference Extract]
Ahmad, M and Kang, BH and Lee, S, ReSet: a protocol for private matching, Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication (IMCOM 2015), 8-10 January, Bali, Indonesia, pp. 1-6. ISBN 9781450333771 (2015) [Refereed Conference Paper]
Anam, S and Kim, YS and Kang, BH and Liu, Q, Schema mapping using hybrid ripple-down rules, Proceedings of the 38th Australasian Computer Science Conference (ACSC 2015), 27-30 January 2015, Sydney, Australia, pp. 17-26. ISBN 9781921770418 (2015) [Refereed Conference Paper]
Acuna, M and Ghaffariyan, MR and Mirowski, L and Brown, M, A simulated annealing algorithm to solve the log-truck scheduling problem, Proceedings of the 6th Precision Forestry Symposium: The anchor of your value chain, 3-5 March 2014, Stellenbosch, South Africa, pp. 44-46. ISBN 978-0-7972-1472-9 (2014) [Non Refereed Conference Paper]
Mirowski, L and Marquez, L and Tamplin, M and Turner, P, Food stability, sensors and value chains: issues and challenges in meat traceability, Proceedings of the Third International Workshop on Food Supply Chains, 4-7 November 2014, San Francisco, USA, pp. 1-9. (2014) [Refereed Conference Paper]
Mirowski, L and Smith, A and Ghaffariyan, MR and Acuna, M, Integrating ubiquitous computing design into forestry information and communication technology: a case study in designing a forestry transportation system, Proceedings of the 7th International Conference on Ubi-Media Computing and Workshops U-MEDIA 2014, 12-14 July 2014, Ulaanbaatar, Mongolia, pp. 144-149. ISBN 978-1-4799-4266-4 (2014) [Refereed Conference Paper] 
Rahman, A and D'Este, CE and Timms, GP, Dealing with missing sensor values in predicting shellfish farm closure, Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, Sensor Networks and Information Processing, 2-5 April 2013, Melbourne, Australia, pp. 351-356. ISBN 978-1-4673-5500-1 (2013) [Refereed Conference Paper] 
Kang, BH and Kim, YS and Chen, Z and Kim, T, Detecting significant alarms using outlier detection algorithms, Proceedings of Interdisciplinary Research Theory and Technology conference (IRRT 2013), 21-23 November 2013, Jeju Island, Korea, pp. 1-8. ISSN 2287-1233 (2013) [Refereed Conference Paper]
Shahriar, S and Rahman, A, Energy disaggregation using ensemble of classifiers, Proceedings, 17-19 April 2013, Sydney, Australia, pp. 161-164. ISBN 978-1-4673-6349-5 (2013) [Conference Extract]
Rahman, A and Smith, DV and Timms, GP, Multiple classifier system for automated quality assessment of marine sensor data, Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, Sensor Networks and Information Processing, 2-5 April 2013, Melbourne, Australia, pp. 362-367. ISBN 978-1-4673-5500-1 (2013) [Refereed Conference Paper] 
Shahriar, S and Rahman, A, Spatial-temporal prediction of algal bloom, Proceedings, ICNC 2013, 23-25 July 2013, Shenyang, China, pp. 973-977. ISBN 978-1-4673-4714-3 (2013) [Non Refereed Conference Paper]
Williams, RN and de Souza, P and Jones, E, Analysis of hydrodynamic model outputs characterising the SE Tasmanian coastal region using a self-organizing feature map, Program Handbook and Abstracts - AMSA NZMSS, 1-5 July 2012, Hobart, Tasmania EJ ISBN 978-0-9587185-9-2 (2012) [Conference Extract]
de Souza Jr, PA and Williams, RN and Jones, EM, Identification of patterns over regional scales using self-organising maps on images from marine modelling outputs, Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA), 3-5 December 2012, Perth, Australia, pp. 1-6. ISBN 978-1-4673-2179-2 (2012) [Refereed Conference Paper] 
Williams, RN and de Souza, P and Jones, E and D'Este, C, Identifying Prototype States within Hydrodynamic Model Outputs using a Self-Organising Feature Map, Proceedings - Oceans 2012, 21-24 MAY 2012, YEOSU, KOREA EJ ISBN 978-1-4577-2090-1 (2012) [Non Refereed Conference Paper]
Han, S and Kang, BH, Identifying the relevance of Social Issues to a Target, Proceedings 2012 IEEE 19th International Conference on Web Services, 24-29 June 2012, Honolulu, Hawaii, pp. 666-667. ISBN 978-0-7695-4752-7 (2012) [Conference Extract]
Kim, TH and Mohammed, S and Ramos, C and Abawajy, JA and Kang, BH and Slezak, D, Proceedings Computer Applciations for Web, Human Computer Interaction, Signal and Image Processing, and Pattern Recognition, Springer Verlag, 28 November - 2 December 2012, Jeju Island, Korea ISBN 978-3-642-35269-0 (2012) [Conference Edited] 
Kocaguneli, E and Menzies, T and Hihn, J and Kang, BH, Size doesn't matter? On the value of software size features for effort estimation, Proceedings of the 8th International Conference on Predictive Models in Software, 21-22 September 2012, Lund, Sweden, pp. 89-98. ISBN 978-1-4503-1241-7 (2012) [Refereed Conference Paper] 
Han, SC and Chung, H, Social issues gives you an opportunity: discovering the personalised relevance of social issues, Proceedings of the12th Pacific Rim Knowledge Acquisition Workshop, 5-6 September 2012, Kuching, Malaysia, pp. 272-284. ISBN 978-3-642-32540-3 (2012) [Refereed Conference Paper] 
Chen, Zhao and Shahriar, MS and Kang, BH, User-centric recommendation-based approximate information retrieval from marine sensor data, Proceedings of the12th Pacific Rim Knowledge Acquisition Workshop, 5-6 September 2012, Kuching, Malaysia, pp. 58-72. ISBN 978-3-642-32541-0 (2012) [Refereed Conference Paper] 
Berry, A and Cameron-Jones, R, The Discovery and Use of Ordinal Information on Attribute Values in Classifier Learning, Proceedings of AI2011: Advances in Artificial Intelligence, the 24th Australasian Joint Conference, 5-8 December 2011, Perth, Australia, pp. 31-40. ISBN 978-3-642-25831-2 (2011) [Refereed Conference Paper] 
Scanlan, JD and Hartnett, JS and Williams, RN, DynamicWEB: Adapting to concept drift and object drift in COBWEB, AI 2008: Advances in Artificial Intelligence 21st Australasian Joint Conference on Artificial Intelligence, 1-5 December 2008, Auckland, New Zealand, pp. 454-460. ISBN 3-540-89377-6 (2008) [Refereed Conference Paper] 
Uren, PJ and Cameron-Jones, RM and Sale, AHJ, Improving Promoter Prediction Using Multiple Instance Learning, AI 2008: Advances in Artificial Intelligence 21st Australasian Joint Conference on Artificial Intelligence, Dec 08, Auckland, New Zealand, pp. 289-299. ISBN 3-540-89377-6 (2008) [Refereed Conference Paper] 
Buelens, B and Williams, RN and Sale, AHJ and Pauly, T, Computational Challenges in Processing and Analysis of Full-Watercolumn Multibeam Sonar Data, Proceedings of the 8th European Conference on Underwater Acoustics, 12-15 June 2006, Carvoeiro, Portugal, pp. 799-804. ISBN 989-95068-0-X (2006) [Non Refereed Conference Paper] 
Kieser, R and Tesler, W and Buelens, B and Wilson, M, Implementation of seabed classification procdedure for echogram and fish species, ICES WGFAST Report 2006 (Report of the Woking Group on Fisheries Acoustics Science and Technology), 27-30 March 2006, Hobart, Tasmania, pp. ej . (2006) [Non Refereed Conference Paper] 
Buelens, B and Williams, RN and Sale, AHJ and Pauly, T, A Scientific Data Mining Approach to Midwater Multibeam Echosounding for Fisheries Applications, Proceedings 1st International Conference on Underwater Acoustic Measurements: Technologies & Results, 28 June - 1st July 2005, Heraklion, Greece EJ ISBN 0-7803-91047 (2005) [Non Refereed Conference Paper] 
Wilson, MP and Higginbottom, IR and Buelens, B, Four-Dimensional Visualization and Analysis of Water Column Data from Multibeam Echosounders and Scanning Sonars Using Sonardata Echoview for Fisheries Applications, Proceedings 1st International Conference on Underwater Acoustic Measurements: Technologies & Results, 28 Jun - 1 July 2005, Heraklion, Greece EJ ISBN 0-7803-91047 (2005) [Non Refereed Conference Paper] 
Buelens, B and Williams, RN and Sale, AHJ and Pauly, T, Model Inversion for Midwater Multibeam Backscatter Data Analysis, Proceedings Oceans '05 Europe, 20-23 June 2005, Brest, France EJ ISBN 0-7803-9104-7 (2005) [Non Refereed Conference Paper] 
Buelens, B and Pauly, T and Higginbottom, I, Echoview as a multibeam sonar data processing and analysis toolkit for fisheries research, Journal of the Acoustical Society of America, 10-14 November 2003, Austin, Texas, pp. 2301-2301. ISSN 0001-4966 (2003) [Non Refereed Conference Paper] 
Buelens, B and Williams, RN and Sale, AHJ, Midwater acoustic modelling for multibeam sonar simulation, Journal of the Acoustical Society of America, 10-14 November 2003, Austin, Texas, pp. 2308-2308. ISSN 0001-4966 (2003) [Non Refereed Conference Paper] 
Carter, SJB and van Emmerik, AJ and Freeman, PR and Parker, L, Multi-Lane Traffic Surveys Using Pattern Recognition, Proceedings of the International Conference on Artificial Intelligence in Science and Technology - AISAT 2000, 17-20 December 2000, Hobart, pp. 231-236. (2000) [Refereed Conference Paper] 
Carter, SJB and Shepherd, DJ and van Emmerik, AJ, Pattern Recognition Methods to Predict Air Quality, Proceedings of the International Conference on Artificial Intelligence in Science and Technology - AISAT 2000, 17-20 December 2000, Hobart, pp. 262-266. (2000) [Refereed Conference Paper] 
Thesis
Ling, TR, A Method for Knowledge Discovery and Development with Health Data (2011) [PhD] 
Scanlan, JD, DynamicWEB: A Conceptual Clustering Algorithm for a Changing World (2011) [PhD] 
Uren, PJ, In Silico Detection and Characterisation of Biological Regulatory Elements (2009) [PhD] 
Buelens, B, Scientific data mining for spatio-temporal hydroacoustic data sets (2008) [PhD] 

This list was generated on Tue Oct 15 06:21:51 2019.