4605 Data management and data science
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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)
B
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
F
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.
G
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
K
Kou, Jiaying (2022) Analysing Housing Price in Australia with Data Science Methods. PhD thesis, Victoria University.
L
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.
N
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
P
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.
R
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.
S
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.
T
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.
X
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.