4605 Data management and data science

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Number of items at this level: 20.
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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.

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 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.

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


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.


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


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


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.


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


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.

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

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.


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.

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.


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.