4602 Artificial intelligence

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Number of items at this level: 57.
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Article

Abdullah, S, Nseef, SK and Turky, Ayad ORCID: 0000-0001-8415-7328 (2018) An Interleaved Artificial Bee Colony algorithm for dynamic optimisation problems. Connection Science, 30 (3). pp. 272-284. ISSN 0954-0091 (print) 1360-0494 (online)

Bamdad, Keivan, Cholette, ME and Bell, J (2020) Building energy optimization using surrogate model and active sampling. Journal of Building Performance Simulation, 13 (6). pp. 760-776. ISSN 1940-1493

Bargshady, Ghazal, Zhou, X, Deo, Ravinesh C, Soar, Jeffrey, Whittaker, Frank ORCID: 0000-0002-3728-0291 and Wang, Hua ORCID: 0000-0002-8465-0996 (2020) The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space. Applied Soft Computing, 97 (Part A). ISSN 1568-4946

Du, Jiahua, Rong, Jia ORCID: 0000-0002-9462-3924, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2021) Neighbor-aware review helpfulness prediction. Decision Support Systems, 148. ISSN 0167-9236 (In Press)

Goltz, Nachshon, Zeleznikow, John ORCID: 0000-0002-8786-2644 and Dowdeswell, Tracey (2020) From the Tree of Knowledge and the Golem of Prague to Kosher Autonomous cars : The Ethics of Artificial Intelligence Through Jewish Eyes. Oxford Journal of Law and Religion, 9 (1). pp. 132-156. ISSN 2047-0789

Izadyar, Nima ORCID: 0000-0002-2487-5915, Ong, HC, Shamshirband, S, Ghadamian, H and Tong, CW (2015) Intelligent forecasting of residential heating demand for the District Heating System based on the monthly overall natural gas consumption. Energy and Buildings, 104. pp. 208-214. ISSN 0378-7788

Khan, Asim, Nawaz, U, Ulhaq, Anwaar ORCID: 0000-0002-5145-7276 and Robinson, Randall ORCID: 0000-0001-8425-0709 (2020) Real-time plant health assessment via implementing cloud-based scalable transfer learning on AWS DeepLens. PLoS ONE, 15 (12). ISSN 1932-6203

Liu, F, Zhou, X, Cao, J, Wang, Z, Wang, T, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2020) Anomaly Detection in Quasi-Periodic Time Series based on Automatic Data Segmentation and Attentional LSTM-CNN. IEEE Transactions on Knowledge and Data Engineering. ISSN 1041-4347

Liu, WL ORCID: 0000-0003-0725-3759, Gong, YJ ORCID: 0000-0002-5648-1160, Chen, WN ORCID: 0000-0003-0843-5802, Liu, Z, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Coordinated Charging Scheduling of Electric Vehicles: A Mixed-Variable Differential Evolution Approach. IEEE Transactions on Intelligent Transportation Systems, 21 (12). pp. 5094-5109. ISSN 1524-9050

Nseef, SK, Abdullah, S, Turky, Ayad ORCID: 0000-0001-8415-7328 and Kendall, G (2016) An adaptive multi-population artificial bee colony algorithm for dynamic optimisation problems. Knowledge-Based Systems, 104. pp. 14-23. ISSN 0950-7051

Sabar, NR ORCID: 0000-0002-0276-4704, Bhaskar, A ORCID: 0000-0001-9679-5706, Chung, E ORCID: 0000-0001-6969-7764, Turky, Ayad ORCID: 0000-0001-8415-7328 and Song, A ORCID: 0000-0002-7579-7048 (2019) A self-adaptive evolutionary algorithm for dynamic vehicle routing problems with traffic congestion. Swarm and Evolutionary Computation, 44. pp. 1018-1027. ISSN 2210-6502

Sabar, NR ORCID: 0000-0002-0276-4704, Bhaskar, A ORCID: 0000-0001-9679-5706, Chung, E ORCID: 0000-0001-6969-7764, Turky, Ayad ORCID: 0000-0001-8415-7328 and Song, Andy (2020) An Adaptive Memetic Approach for Heterogeneous Vehicle Routing Problems with two-dimensional loading constraints. Swarm and Evolutionary Computation, 58. ISSN 2210-6502

Sabar, NR ORCID: 0000-0002-0276-4704, Turky, Ayad ORCID: 0000-0001-8415-7328, Song, Andy and Sattar, A (2020) An evolutionary hyper-heuristic to optimise deep belief networks for image reconstruction. Applied Soft Computing, 97 (Part B). ISSN 1568-4946

Sarki, Rubina ORCID: 0000-0001-5018-9567, Ahmed, Khandakar ORCID: 0000-0003-1043-2029, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2020) Automated detection of mild and multi-class diabetic eye diseases using deep learning. Health Information Science and Systems, 8 (1). ISSN 2047-2501

Turky, Ayad ORCID: 0000-0001-8415-7328 and Abdullah, S (2014) A multi-population electromagnetic algorithm for dynamic optimisation problems. Applied Soft Computing Journal, 22. pp. 474-482. ISSN 1568-4946

Turky, Ayad ORCID: 0000-0001-8415-7328 and Abdullah, S (2014) A multi-population harmony search algorithm with external archive for dynamic optimization problems. Information Sciences, 272. pp. 84-95. ISSN 0020-0255

Turky, Ayad ORCID: 0000-0001-8415-7328, Abdullah, S and Dawod, A ORCID: 0000-0002-2169-0122 (2018) A dual-population multi operators harmony search algorithm for dynamic optimization problems. Computers and Industrial Engineering, 117. pp. 19-28. ISSN 0360-8352

Turky, Ayad ORCID: 0000-0001-8415-7328, Sabar, NR ORCID: 0000-0002-0276-4704, Dunstall, S and Song, Andy (2020) Hyper-heuristic local search for combinatorial optimisation problems. Knowledge-Based Systems, 205. ISSN 0950-7051

Turky, Ayad ORCID: 0000-0001-8415-7328, Sabar, NR and Song, Andy (2018) Cooperative evolutionary heterogeneous simulated annealing algorithm for google machine reassignment problem. Genetic Programming and Evolvable Machines, 19 (1-2). pp. 183-210. ISSN 1389-2576

Yuan, X ORCID: 0000-0001-5056-171X, Liebelt, MJ ORCID: 0000-0001-6610-2876, Shi, Peng ORCID: 0000-0001-8218-586X and Phillips, BJ ORCID: 0000-0001-8288-4791 (2021) Creating rule-based agents for artificial general intelligence using association rules mining. International Journal of Machine Learning and Cybernetics, 12 (1). pp. 223-230. ISSN 1868-8071

Book Section

Khare, SK, Bajaj, Varun, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Sinha, GR (2020) Classification of schizophrenia patients through empirical wavelet transformation using electroencephalogram signals. In: Modelling and Analysis of Active Biopotential Signals in Healthcare. Bajaj, Varun and Sinha, GR, eds. IPEM–IOP Series in Physics and Engineering in Medicine and Biology, 1 . IOP Publishing, London.

Stranieri, Andrew and Zeleznikow, John ORCID: 0000-0002-8786-2644 (2005) Data Mining Using Neural Networks. In: Knowledge Discovery from Legal Databases. Law and Philosophy Library, 69 . Springer, Dordrecht, pp. 129-146.

Stranieri, Andrew and Zeleznikow, John ORCID: 0000-0002-8786-2644 (2005) Data Mining with Rule Induction. In: Knowledge Discovery from Legal Databases. Law and Philosophy Library, 69 . Springer, Dordrecht, pp. 83-98.

Stranieri, Andrew and Zeleznikow, John ORCID: 0000-0002-8786-2644 (2005) Evaluation, Deployment and Related Issues. In: Knowledge Discovery from Legal Databases. Law and Philosophy Library, 69 . Springer, Dordrecht, pp. 171-210.

Stranieri, Andrew and Zeleznikow, John ORCID: 0000-0002-8786-2644 (2005) Information Retrieval and Text Mining. In: Knowledge Discovery from Legal Databases. Law and Philosophy Library, 69 . Springer, Dordrecht, pp. 147-169.

Stranieri, Andrew and Zeleznikow, John ORCID: 0000-0002-8786-2644 (2005) Legal Issues in the Data Pre-Processing Phase. In: Knowledge Discovery from Legal Databases. Law and Philosophy Library, 69 . Springer, Dordrecht, pp. 47-58.

Stranieri, Andrew and Zeleznikow, John ORCID: 0000-0002-8786-2644 (2005) Legal Issues in the Data Selection Phase. In: Knowledge Discovery from Legal Databases. Law and Philosophy Library, 69 . Springer, pp. 15-45.

Stranieri, Andrew and Zeleznikow, John ORCID: 0000-0002-8786-2644 (2005) Legal Issues in the Data Transformation Phase. In: Knowledge Discovery from Legal Databases. Law and Philosophy Library, 69 . Springer, Dordrecht, pp. 59-82.

Stranieri, Andrew and Zeleznikow, John ORCID: 0000-0002-8786-2644 (2005) Uncertain and Statistical Data Mining. In: Knowledge Discovery from Legal Databases. Law and Philosophy Library, 69 . Springer, Dordrecht, pp. 99-128.

Supriya, Supriya ORCID: 0000-0002-3124-1187, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2020) Weighted complex network based framework for epilepsy detection from EEG signals. In: Modelling and Analysis of Active Biopotential Signals in Healthcare. Bajaj, Varun and Sinha, GR, eds. IPEM–IOP Series in Physics and Engineering in Medicine and Biology, 1 . IOP Publishing.

Conference or Workshop Item

Fernando, R, Wang, Hua ORCID: 0000-0002-8465-0996, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Prakash, Mahesh and Debnath, Ashim ORCID: 0000-0001-5439-7267 (2020) The effects of travel containment measures within COVID-19. In: 2020 24th International Conference Information Visualisation (IV), 7 Sep 2020 - 11 Sep 2020, Melbourne, Australia.

Kou, J, Dumrak, J, Fu, X, Zhang, GZ, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2021) The Effect of Regional Economic Clusters on Housing Price. In: ACSW 2021, 29 January – 5 February 2021, Dunedin, New Zealand.

Lin, Gongqi, Miao, Yuan ORCID: 0000-0002-6712-3465, Yang, Xiaoyong, Ou, Wenwu, Cui, Lizhen, Guo, Wei and Miao, Chunyan (2021) Commonsense knowledge adversarial dataset that challenges ELECTRA. In: 16th IEEE International Conference on Control, Automation, Robotics and Vision (ICARCV 2020), 13 Dec 2020 - 15 Dec 2020, Shenzhen, China.

Pace, S, Turky, Ayad ORCID: 0000-0001-8415-7328, Moser, I and Aleti, A (2015) Distributing fibre boards: A practical application of the heterogeneous fleet vehicle routing problem with time windows and three-dimensional loading constraints. In: International Conference on Computational Science (ICCS 2015), 1 Jun 2015 - 3 Jun 2015, Reykjavik, Iceland.

Peng, M, Hu, W, Tian, G, Wang, B, Wang, Hua ORCID: 0000-0002-8465-0996 and Wang, G (2019) Dilated Convolutional Networks Incorporating Soft Entity Type Constraints for Distant Supervised Relation Extraction. In: IJCNN 2019, 14 Jul 2019 - 19 Jul 2019, Budapest, Hungary.

Sabar, NR ORCID: 0000-0002-0276-4704, Turky, Ayad ORCID: 0000-0001-8415-7328, Leenders, M and Song, Andy (2018) Multi-population genetic algorithm for cardinality constrained portfolio selection problems. In: ICCS 2018, 11 Jun 2018 - 13 Jun 2018, Wuxi, China.

Sabar, NR, Turky, Ayad ORCID: 0000-0001-8415-7328 and Song, Andy (2019) Adaptive Multi-optimiser Cooperative Co-evolution for Large-Scale Optimisation. In: CEC 2019: IEEE Congress on Evolutionary Computation, 10 Jun 2019 - 13 Jun 2019, Wellington, New Zealand.

Sabar, NR, Turky, Ayad ORCID: 0000-0001-8415-7328 and Song, Andy (2018) A genetic programming based iterated local search for software project scheduling. In: Genetic and Evolutionary Computation Conference (GECCO 2018), 15 Jul 2018 - 19 Jul 2018, Kyoto, Japan.

Sabar, NR, Turky, Ayad ORCID: 0000-0001-8415-7328 and Song, Andy (2016) A multi-memory multi-population memetic algorithm for dynamic shortest path routing in mobile ad-hoc networks. In: PRICAI 2016, 22 Aug 2016 - 26 Aug 2016, Phuket, Thailand.

Sabar, NR ORCID: 0000-0002-0276-4704, Turky, Ayad ORCID: 0000-0001-8415-7328, Song, Andy and Sattar, A (2017) Optimising Deep Belief Networks by hyper-heuristic approach. In: IEEE Congress on Evolutionary Computation 2017 (IEEE CEC 2017), 5 Jun 2017 - 8 Jun 2017, Spain.

Sigdel, Bijay, Lin, Gongqi, Miao, Yuan ORCID: 0000-0002-6712-3465 and Ahmed, Khandakar ORCID: 0000-0003-1043-2029 (2020) Testing QA Systems' ability in Processing Synonym Commonsense Knowledge. In: 24th International Conference on Information Visualisation, IV 2020, 7 Sep - 15 Sep 2020, Melbourne.

Turky, Ayad ORCID: 0000-0001-8415-7328, Abdullah, S and Sabar, NR (2014) Electromagnetic algorithm for tuning the structure and parameters of neural networks. In: IEEE Congress on Evolutionary Computation (CEC), 6 Jul 2014 - 11 Jul 2014, Beijing, China.

Turky, Ayad ORCID: 0000-0001-8415-7328, Abdullah, S and Sabar, NR ORCID: 0000-0002-0276-4704 (2014) Meta-heuristic algorithm for binary dynamic optimisation problems and its relevancy to timetabling. In: PATAT 2014, 26 Aug 2014 - 29 Aug 2014, United Kingdom.

Turky, Ayad ORCID: 0000-0001-8415-7328, Abdullah, S and Sabar, NR (2014) A hybrid harmony search algorithm for solving dynamic optimisation problems. In: ICCS 2014, 10 Jun 2014 - 12 Jun 2014, Cairns, AUSTRALIA.

Turky, Ayad ORCID: 0000-0001-8415-7328, Moser, I and Aleti, A (2017) An iterated local search with guided perturbation for the heterogeneous fleet vehicle routing problem with time windows and three-dimensional loading constraints. In: Australasian Conference on Artificial Life and Computational Intelligence (ACALCI 2017), 31 Jan 2017 - 2 Feb 2017, Geelong, Australia.

Turky, Ayad ORCID: 0000-0001-8415-7328, Rahaman, MS, Shao, W, Salim, FD, Bradbrook, D and Song, A ORCID: 0000-0002-7579-7048 (2020) Deep learning assisted memetic algorithm for shortest route problems. In: ICCS 2020, 3 June 2020 -5 June 2020, Amsterdam, The Netherlands.

Turky, Ayad ORCID: 0000-0001-8415-7328, Sabar, NR ORCID: 0000-0002-0276-4704, Sattar, A and Song, Andy (2017) Evolutionary learning based iterated local search for Google machine reassignment problems. In: SEAL 2017, 10 Nov 2017 - 13 Nov 2017, Shenzhen, China.

Turky, Ayad ORCID: 0000-0001-8415-7328, Sabar, NR ORCID: 0000-0002-0276-4704, Sattar, A and Song, Andy (2017) Multi-neighbourhood great deluge for Google machine reassignment problem. In: SEAL 2017, 10 Nov 2017 - 13 Nov 2017, Shenzhen, China.

Turky, Ayad ORCID: 0000-0001-8415-7328, Sabar, NR, Sattar, A and Song, Andy (2016) Parallel late acceptance hill-climbing algorithm for the google machine reassignment problem. In: AI 2016 : 29th Australasian Joint Conference on Artificial Intelligence, 5 Dec 2016 - 8 Dec 2016, Hobart, Australia.

Turky, Ayad ORCID: 0000-0001-8415-7328, Sabar, NR ORCID: 0000-0002-0276-4704 and Song, Andy (2017) An Evolutionary Simulating Annealing Algorithm for Google Machine Reassignment Problem. In: 20th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES 2016), 16 Nov 2016 - 18 Nov 2016, Canberra, Australia.

Turky, Ayad ORCID: 0000-0001-8415-7328, Sabar, NR ORCID: 0000-0002-0276-4704 and Song, Andy (2017) Neighbourhood analysis: A case study on google machine reassignment problem. In: Australasian Conference on Artificial Life and Computational Intelligence (ACALCI 2017), 31 Jan 2017 - 2 Feb 2017, Geelong, Australia.

Turky, Ayad ORCID: 0000-0001-8415-7328, Sabar, NR and Song, Andy (2016) A multi-population memetic algorithm for dynamic shortest path routing in mobile ad-hoc networks. In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2016), 24 Jul 2016 - 29 Jul 2016, Vancouver, Canada.

Waweru, Anthony Kioria, Ahmed, Khandakar ORCID: 0000-0003-1043-2029, Miao, Yuan ORCID: 0000-0002-6712-3465 and Kawan, Payam (2020) Deep Learning in Skin Lesion Analysis Towards Cancer Detection. In: 24th International Conference on Information Visualisation; IV 2020, 7 Sep 2020 - 11 Sep 2020, Melbourne, Australia.

Yin, Jiao, Tang, MJ, Cao, J, Wang, Hua ORCID: 0000-0002-8465-0996, You, M and Lin, Y (2020) Adaptive Online Learning for Vulnerability Exploitation Time Prediction. In: WISE 2020, 20 October - 24 October 2020, Netherlands.

Thesis

Sarki, Rubina ORCID: 0000-0001-5018-9567 (2021) Automatic Detection of Diabetic Eye Disease Through Deep Learning Using Fundus Images. PhD thesis, Victoria University.

Singh, Ravinder (2021) Extracting Human Behaviour and Personality Traits from Social Media. PhD thesis, Victoria University.

Zaroug, Abdelrahman (2021) Machine Learning Model for the Prediction of Human Movement Biomechanics. PhD thesis, Victoria University.