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  • 2023

    Colon Cancer Tissue Classification Using ML

    Tripathi, A., Kumar, K., Misra, A. & Chaurasia, B. K., 2023, 2023 6th International Conference on Information Systems and Computer Networks (ISCON). IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. (2023 6th International Conference on Information Systems and Computer Networks, ISCON 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    9 Citations (Scopus)

  • Dietary Balance in Alzheimer's Patients vs. Healthy People

    Ahmed, T., Zhang, P. & Kumar, K., 2 Jan 2023, 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Proceedings. Adjeroh, D., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). IEEE, p. 3541-3548 8 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • 2022

    Application of a Limit Theorem to the Construction of Japanese Crossword Puzzles

    Novykov, V., Harris, G. & Tonkin, I., 30 Aug 2022, Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence - 35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2022, Proceedings: Proceedings of the 35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2022. Fujita, H., Fournier-Viger, P., Ali, M. & Wang, Y. (eds.). Cham: Springer, p. 891-897 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13343 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Benchmarking Training Methodologies for Dense Neural Networks

    Tonkin, I., Harris, G. & Novykov, V., 30 Aug 2022, Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence - 35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2022, Proceedings: Proceedings of the 35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2022. Fujita, H., Fournier-Viger, P., Ali, M. & Wang, Y. (eds.). Springer, p. 707-713 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13343 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks

    Kuruwita, H., Shu Kay, N., Liew, A., Richards, B., Ross, K., Kumar, K., Haseler, L., McConnell, M. & Zhang, P., 2022, 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). IEEE, p. 3535-3540 6 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Socio-demographic, Lifestyle and Neuropsychological Risk Factors on Alzheimer's Disease

    Ahmed, T., Zhang, P. & Kumar, K., 14 Jan 2022, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). IEEE, p. 3251-3258 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access
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    2 Citations (Scopus)
    187 Downloads (Pure)
  • 2021

    Cancer Incidence & Cancer Mortality vis-à-vis Correlation, Co-integration and Causation

    Kumar, K., Rajaguru, G. & Zhang, P., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). IEEE, p. 3275-3279 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • 2020

    Developing a Decision Support App for Computational Agriculture

    Lewis, A., Randall, M. & Stewart-Koster, B., 2020, Computational Science – ICCS 2020: 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part II. Krzhizhanovskaya, V. V., Závodszky, G., Lees, M. H., Dongarra, J. J., Sloot, P. M. A., Brissos, S. & Teixeira, J. (eds.). Cham: Springer, p. 551-561 11 p. (Lecture Notes in Computer Science (LNCS); vol. 12138).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access
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    91 Downloads (Pure)
  • 2019

    Long Term Implications of Climate Change on Crop Planning

    Lewis, A., Randall, M., Elliott, S. & Montgomery, J., 8 Jun 2019, (E-pub ahead of print) Computational Science – ICCS 2019. Rodrigues, J. M. F., Cardoso, P. J. S., Monteiro, J., Lam, R., Krzhizhanovskaya, V. V., Lees, M. H., Sloot, P. M. A. & Dongarra, J. J. (eds.). Cham: Springer, Vol. V. p. 369-382 14 p. (Lecture Notes in Computer Science; vol. 11540).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access
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    4 Citations (Scopus)
    98 Downloads (Pure)
  • 2018

    A Computational Comparison of Evolutionary Algorithms for Water Resource Planning for Agricultural and Environmental Purposes

    Montgomery, J., Fitzgerald, A., Randall, M. & Lewis, A., 28 Sept 2018, 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings. IEEE Computer Society, 8477712

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access
    File
    4 Citations (Scopus)
    161 Downloads (Pure)

  • Explorations of a Bayesian Belief Network for the Simultaneous Farming of Rice and Shrimp Crops

    Lewis, A., Randall, M., Stewart-Koster, B., Dieu Anh, N., Burford, M., Condon, J., Van Qui, N., Huu Hiep, L. & Sammut, J., 2018, Proceedings of the 16th International Conference on Computer Applications 2018. Yangon: University of Computer Studies, Yangon, p. 85-93 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Generating domain ontology from Chinese customer reviews to analysis fine-gained product quality risk

    Lin, S., Han, J., Kumar, K. & Wang, J., 4 May 2018, ICCDE 2018 Proceedings of the 2018 International Conference on Computing and Data Engineering. New York: Association for Computing Machinery (ACM), Vol. Part F137704. p. 73-77 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    2 Citations (Scopus)
  • 2017

    Constrained optimisation of agricultural water management with parameter-sensitive objectives

    Lewis, A., Randall, M., Capon, S. & Jackwitz, E., 2017, Proceedings of the 15th International Conference on Computer Applications (ICCA 2017). Yangon, Myanmar, p. 79-85 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • 2015

    A Genetic Algorithm solver for pest management control in Island systems

    Brotankova, J., Randall, M., Lewis, A., Pressey, B. & Wenger, A., 2015, Artificial Life and Computational Intelligence - 1st Australasian Conference, ACALCI 2015, Proceedings. Chalup, S. K., Blair, A. D. & Randall, M. (eds.). Springer, Vol. 8955. p. 273-285 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8955).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access
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    3 Citations (Scopus)
    202 Downloads (Pure)

  • Performance comparison of evolutionary algorithms for airfoil design

    Randall, M., Rawlins, T., Lewis, A. & Kipouros, T., 1 Jan 2015, International conference on computational science, ICCS 2015 Computational science at the gates of nature. Koziel, S., Leifsson, L., Lees, M., Krzhizhanovskaya, VV., Dongarra, J. & Sloot, PMA. (eds.). 1 ed. Elsevier, Vol. 51. p. 2267-2276 10 p. (Procedia Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access
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    10 Citations (Scopus)
    148 Downloads (Pure)

  • Predicting financial distress: A comparison of survival analysis and decision tree techniques

    Gepp, A. & Kumar, K., 1 Jan 2015, Eleventh International Conference on Communication Networks, ICCN 2015/India eleventh International Conference on Data Mining and Warehousing ICDMW 2015/India eleventh International Conference on Image and Signal Processing, ICISP 2015. Shenoy, PD., Iyengar, SS., Raja, KB., Venugopal, KR., Buyya, R. & Patnaik, LM. (eds.). Elsevier, Vol. 54. p. 396-404 9 p. (Procedia Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access
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    69 Citations (Scopus)
    427 Downloads (Pure)

  • Specification of mixed bilinear time series models

    Kumar, K. & Zhang, P., 24 Apr 2015, 2nd International Conference on Signal Processing and Integrated Networks, SPIN 2015. IEEE, Institute of Electrical and Electronics Engineers, p. 670-673 4 p. 7095269

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • 2003

    Automated Selection of Appropriate Pheromone Representations in Ant Colony Optimisation

    Montgomery, J., Randall, M. & Hendtlass, T., 2003, Proceedings of the Australian Conference on Artificial Life: ACAL 2003. Abbass, H. A. & Wiles, J. (eds.). University of New South Wales, p. 170-184 15 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • 2002

    Scheduling Aircraft Landings with Ant Colony Optimisation

    Randall, M., Jul 2002, IASTED International Conference on Artificial Intelligence and Soft Computing. Leung, H. (ed.). Banff, 5 p. 357-020

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • 2001

    A Survey of Ant Colony and Particle Swarm Meta-heuristics and their Application to Discrete Optimisation Problems

    Hendtlass, T. & Randall, M., 2001, Proceedings of the Inaugural Workshop on Artificial Life: AL'01. Abbass, H. A. (ed.). University of New South Wales, p. 15-25 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • The Accumulated Experience Ant Colony for the Travelling Salesman Problem

    Randall, M. & Montgomery, J., 2001, Proceedings of the Inaugural Workshop on Artificial Life: AL'01. Abbass, H. A. (ed.). University of New South Wales, p. 79-87 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access
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    49 Downloads (Pure)
  • 2000

    Fast Network Design for Telecommunications

    berry, L., Murtagh, B., McMahon, G., Randall, M. & Sugden, S., Jul 2000, APORS 2000: the fifth Conference of the Association of Asian-Pacific Operational Research Societies within IFORS. Hoh Phua, P. K., Wong, C. G., Ming, D. H. & Koh, W. (eds.). Singapore: APORS Committee, 17-02

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access
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    622 Downloads (Pure)

  • Using Simulated Annealing to Solve Telecommunication Design Problems

    Randall, M., McMahon, G. & Sugden, S., 2000, APORS 2000: the fifth Conference of the Association of Asian-Pacific Operational Research Societies within IFORS. Hoh Phua, P. K., Wong, C. G., Ming, D. H. & Koh, W. (eds.). Singapore: APORS Committee, 14-01

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access
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    110 Downloads (Pure)
  • 1999

    A General Parallel Tabu Search Algorithm for Combinatorial Optimisation Problems

    Randall, M. & Abramson, D., 1999, PART '99: Proceedings of the 6th Australasian Conference on Parallel and Real-Time Systems, Melbourne, Australia, 29 November - 1 December 1999. Cheng, W. C. H. & Sajeev, A. S. M. (eds.). Singapore: Springer, p. 68-79 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Designing a Rule-based Financial trading System Incorporating Chaos Theory and Soft Computing Methods

    Tan, C., Kumar, K. & Torbey, V., 1999, Proceedings of the Conference on Advanced Investment Technology 1999. Tonkes, E., Sugden, S., Tan, C. & Kumar, K. (eds.). Gold Coast: Bond University, p. 281-290 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Detection of Financial Distress Via Statistical and Other Methods

    Kumar, K. & Ganesalingam, S., 1999, Proceedings of the Conference on Advanced Investment Technology 1999. Tonkes, E., Sugden, S., Tan, C. & Kumar, K. (eds.). Gold Coast, QLD: Bond University, p. 137-146 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Detection of Influential Observation in Financial Time Series Data

    Roy, A. & Kumar, K., 1999, Proceedings of the Conference on Advanced Investment Technology 1999. Tonkes, E., Sugden, S., Tan, C. & Kumar, K. (eds.). Gold Coast: Bond University, p. 255-267 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Using Chaotic Component and ANN for Forecasting Exchange Rates in Foreign Currency Market

    Kumar, K., Tan, C. & Ghosh, R., 1999, Proceedings of the Conference on Advanced Investment Technology 1999. Tonkes, E., Sugden, S., Tan, C. & Kumar, K. (eds.). Gold Coast: Bond University, p. 147-162 16 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • 1998

    Sports and Physical Fitness: An application of Factor Analysis for developing a test battery

    Verma, J. P. & Kumar, K., 1998, Fourth Conference on Mathematics and Computers in Sport. de Mestra, N. & Kumar, K. (eds.). Gold Coast: ANZIAM, p. 197-205 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • 1996

    Is Cricket really by chance?

    Kumar, K., 1996, Third Conference on Mathematics and Computers in Sport. de Mistre, N. (ed.). Gold Coast: ANZIAM, p. 69-76 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access

  • Statistical Analysis of Horse racing Data

    Kumar, K., Ganesalingam, S. & Ganesh, S., 1996, Third Conference on Mathematics and Computers in Sport. de Mistre, N. (ed.). Gold Coast: ANZIAM, p. 227-232 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

    Open Access