4605 Data management and data science

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Number of items at this level: 27.
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Alvi, Ashik Mostafa A ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996, Wang, K ORCID: 0000-0001-5208-1090 and Whittaker, Frank ORCID: 0000-0002-3728-0291 (2022) A deep learning based framework for diagnosis of mild cognitive impairment. Knowledge-Based Systems, 248. ISSN 0950-7051 (In Press)

Biuk-Aghai, RP, Pang, Patrick ORCID: 0000-0002-8820-5443 and Si, YW (2014) Visualizing large-scale human collaboration in Wikipedia. Future Generation Computer Systems, 31 (1). pp. 120-133. ISSN 0167-739X

Forhad, Md. Shafiul Alam ORCID: 0000-0002-0538-4571, Arefin, Mohammad Shamsul ORCID: 0000-0003-0259-7624, Kayes, ASM ORCID: 0000-0002-2421-2214, Ahmed, Khandakar ORCID: 0000-0003-1043-2029, Chowdhury, Mohammad Jabed Morshed and Kumara, Indika (2021) An effective hotel recommendation system through processing heterogeneous data. Electronics, 10 (16). ISSN 2079-9292

Ge, YF, Yu, WJ, Cao, J, Wang, Hua ORCID: 0000-0002-8465-0996, Zhan, ZH, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Zhang, J (2020) Distributed Memetic Algorithm for Outsourced Database Fragmentation. IEEE Transactions on Cybernetics, 51 (10). pp. 4808-4821. ISSN 2168-2267

Ghimire, Sujan ORCID: 0000-0002-7266-4442, Deo, Ravinesh C ORCID: 0000-0002-2290-6749, Wang, Hua ORCID: 0000-0002-8465-0996, Al-Musaylh, Mohanad ORCID: 0000-0002-2002-1429, Casillas-Pérez, David ORCID: 0000-0002-5721-1242 and Salcedo-Sanz, Sancho ORCID: 0000-0002-4048-1676 (2022) Stacked LSTM sequence-to-sequence autoencoder with feature selection for daily solar radiation prediction: a review and new modeling results. Energies, 15 (3). ISSN 1996-1073

Nunn, Jack, Shafee, Thomas, Chang, Steven, Stephens, Richard, Elliot, Jim, Oliver, Sandy, John, Denny, Smith, Maureen, Orr, Neil, Preston, Jennifer, Borthwick, Jennifer, van Vlijmen, Thijs, Ansell, James, Houyez, Francois, de Sousa, Maria Sharmila Alina, Plotz, Roan ORCID: 0000-0001-7192-9931, Oliver, Jessica, Golumbic, Yaela, Macniven, Rona, Wines, Samuel, Borda, Ann, da Silva Hyldmo, Håkon, Hsing, Pen-Yuan and Thompson, Carolyn (2022) Standardised Data on Initiatives – STARDIT: Beta Version. Research involvement and engagement. ISSN 2056-7529

Paranavithana, Harsha, Tyers, Rod ORCID: 0000-0003-3080-0415, Magnusson, Leandro and Schiffmann, Florian ORCID: 0000-0002-1355-8084 (2021) Monetary Policy Regimes: A Global Assessment. The World Economy. ISSN 0378-5920

Sadiq, Muhammad Tariq ORCID: 0000-0002-7410-5951, Akbari, Hesam, Siuly, Siuly ORCID: 0000-0003-2491-0546, Yousaf, Adnan and Rehman, Ateeq Ur ORCID: 0000-0001-5203-0621 (2021) A novel computer-aided diagnosis framework for EEG-based identification of neural diseases. Computers in Biology and Medicine, 138. ISSN 0010-4825

Venkatachalam, K, Siuly, Siuly ORCID: 0000-0003-2491-0546, Bacanin, N ORCID: 0000-0002-2062-924X, Hubalovsky, S and Trojovsky, P ORCID: 0000-0001-8992-125X (2021) An Efficient Gabor Walsh-Hadamard Transform Based Approach for Retrieving Brain Tumor Images from MRI. IEEE Access, 9. pp. 119078-119089. ISSN 2169-3536

Wang, Weiqing, Wang, Weihua ORCID: 0000-0003-4160-2668 and Yin, Jiao ORCID: 0000-0002-0269-2624 (2020) A bilateral filtering based ringing elimination approach for motion-blurred restoration image. Current Optics and Photonics, 4 (3). pp. 200-209. ISSN 2508-7266

You, Mingshan ORCID: 0000-0003-0958-528X, Yin, Jiao ORCID: 0000-0002-0269-2624, Wang, Hua ORCID: 0000-0002-8465-0996, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Kate, Miao, Yuan ORCID: 0000-0002-6712-3465 and Bertino, E (2022) A knowledge graph empowered online learning framework for access control decision-making. World Wide Web. ISSN 1386-145X

Book Section

Sattarian, Mahbubeh, Rezazadeh, Javad, Farahbakhsh, Reza and Ameri Sianaki, Omid ORCID: 0000-0001-8289-3452 (2021) A Data Mining Approach for Indoor Navigation Systems in IoT Scenarios. In: Data Science and Internet of Things: Research and Applications at the Intersection of DS and IoT. Fortino, G, Liotta, A, Gravina, R and Longheau, A, eds. Internet of Things . Springer, pp. 157-182.

Conference or Workshop Item

Alvi, Ashik Mostafa A ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wang, Hua ORCID: 0000-0002-8465-0996 (2021) Developing a Deep Learning Based Approach for Anomalies Detection from EEG Data. In: International Conference on Web Information Systems Engineering, 26-29 Oct 2021, Melbourne, Australia.

Alvi, Ashik Mostafa A ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996, Sun, Lili and Cao, Jinli (2020) An adaptive image smoothing technique based on localization. In: 15th Symposium of Intelligent Systems and Knowledge Engineering (ISKE) held jointly with 14th International FLINS Conference (FLINS), 18 - 21 Aug 2020, Cologne, Germany.

Biuk-Aghai, RP, Pang, Patrick ORCID: 0000-0002-8820-5443 and Cheang, FHH (2011) Visualization of large category hierarchies. In: VINCI'11 - 2011 Visual Information Communication - International Symposium, 4 Aug 2011 - 5 Aug 2011, Hong Kong.

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.

He, Qi-Qiao, Pang, Patrick ORCID: 0000-0002-8820-5443 and Si, YW (2021) Multi-source transfer learning with ensemble for financial time series forecasting. In: 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 14 - 17 Dec 2020, Melbourne, Australia.

Liang, Shen, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Ma, Jiangang (2020) Enhancing Linear Time Complexity Time Series Classification with Hybrid Bag-Of-Patterns. In: 25th International Conference on Database Systems for Advanced Applications, 24 Sep 2020 - 27 Sep 2020, Jeju, South Korea.

Pang, Patrick ORCID: 0000-0002-8820-5443 and Biuk-Aghai, RP (2011) Map-like Wikipedia overview visualization. In: CTS 2011, 23 May 2011 - 27 May 2011, Philadelphia, Pennsylvania, USA.

Pang, Patrick ORCID: 0000-0002-8820-5443 and Biuk-Aghai, RP (2011) Wikipedia world map: Method and application of map-like wiki visualization. In: WikiSym 2011, 3 Oct 2011 - 5 Oct 2011, Mountain View, California.

Pei, C, Ruan, C, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Yang, Yun (2020) Bayes Classifier Chain based on SVM for traditional Chinese medical prescription generation. In: Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data, Sep 18 - Sep 20 2020, Tianjin, China.

Raj, Rajip, Daneshgar, Farhad ORCID: 0000-0002-0356-0981 and Borhan, Nazanin (2021) Evaluating Challenges in Using Big Data in Healthcare. In: Sixth International Congress on Information and Communication Technology, 25 Feb 2021 - 26 Feb 2021, London, United Kingdom.

Singh, Ravinder, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Wang, Hua ORCID: 0000-0002-8465-0996, Miao, Yuan ORCID: 0000-0002-6712-3465 and Ahmed, Khandakar ORCID: 0000-0003-1043-2029 (2020) Antisocial behaviour analyses using deep learning. In: International Conference on Health Information Science, 20 Oct - 23 Oct 2020, Amsterdam, The Netherlands.

Tan, Chenchen, Li, Xinghao, Luan, Tom H, Gu, Bruce ORCID: 0000-0002-3008-6285, Qu, Youyang and Gao, Longxiang (2021) Digital twin based remote resource sharing in Internet of Vehicles using consortium blockchain. In: 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), 27 Sep - 30 Sep 2021, Oklahoma, USA.

Wang, Weihua ORCID: 0000-0003-4160-2668, Wu, Wenyuan and Yin, Jiao ORCID: 0000-0002-0269-2624 (2017) A retinal blood vessel segmentation approach based on top-hat transformation. In: 2nd International Conference on Mechatronics and Information Technology (ICMIT), 26 - 27 Aug 2017, Xian, China.

Xie, Q, Peng, M, Huang, J, Wang, B and Wang, Hua ORCID: 0000-0002-8465-0996 (2019) Discriminative Regularization with Conditional Generative Adversarial Nets for Semi-Supervised Learning. In: IJCNN 2019, 14 Jul 2019 - 19 Jul 2019, Budapest, Hungary.


Kou, Jiaying (2022) Analysing Housing Price in Australia with Data Science Methods. PhD thesis, Victoria University.