4602 Artificial intelligence

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Number of items at this level: 17.
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Article

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

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.

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.

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.

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.