4605 Data management and data science

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Number of items at this level: 78.

Article

Akbari, Hesam, Sadiq, Muhammad Tariq ORCID: 0000-0002-7410-5951, Siuly, Siuly ORCID: 0000-0003-2491-0546, Li, Yan and Wen, Paul (2022) Identification of normal and depression EEG signals in variational mode decomposition domain. Health Information Science and Systems, 10. ISSN 2047-2501

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wang, Hua ORCID: 0000-0002-8465-0996 (2023) A long short-term memory based framework for early detection of mild cognitive impairment from EEG signals. IEEE Transactions on Emerging Topics in Computational Intelligence, 7 (2). pp. 375-388. ISSN 2471-285X

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996, Wang, Kate 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

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

Chen, Wei-Neng ORCID: 0000-0003-0843-5802, Tan, Da Zhao ORCID: 0000-0003-1752-0320, Yang, Qiang ORCID: 0000-0003-0277-3077, Gu, Tian-Long and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) Ant colony optimization for the control of pollutant spreading on social networks. IEEE Transactions on Cybernetics, 50 (9). pp. 4053-4065. ISSN 2168-2267

Diykh, M ORCID: 0000-0003-0018-4199, Miften, FS ORCID: 0000-0002-3557-2194, Abdullaf, S, Deo, Ravinesh C, Siuly, Siuly ORCID: 0000-0003-2491-0546, Green, JH and Oudahb, AV (2022) Texture analysis based graph approach for automatic detection of neonatal seizure from multi-channel EEG signals. Measurement, 190. ISSN 0263-2241

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, Yong-Feng ORCID: 0000-0002-5955-6295, Yu, Wei-Jie ORCID: 0000-0002-8396-2023, Cao, Jinli ORCID: 0000-0002-0221-6361, Wang, Hua ORCID: 0000-0002-8465-0996, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Zhang, Jun ORCID: 0000-0001-7835-9871 (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

Gong, Yue-Jiao ORCID: 0000-0002-5648-1160, Ge, Yong-Feng ORCID: 0000-0002-5955-6295, Li, Jing-Jing, Zhang, Jun ORCID: 0000-0001-7835-9871 and Ip, WH ORCID: 0000-0001-6609-0713 (2017) Corrigendum to “A splicing-driven memetic algorithm for reconstructing cross-cut shredded text documents” [Applied Soft Computing, (2016) 45 (163–172)] (S1568494616301338)(10.1016/j.asoc.2016.03.024). Applied Soft Computing Journal, 53. p. 284. ISSN 1568-4946

Gong, Yue-Jiao ORCID: 0000-0002-5648-1160, Liu, Yi-Wen, Lin, Ying ORCID: 0000-0003-4141-1490, Chen, Wei-Neng ORCID: 0000-0003-0843-5802 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) Real-time taxi-passenger matching using a differential evolutionary fuzzy controller. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51 (5). pp. 2712-2725. ISSN 2168-2216

Gong, Yue-Jiao ORCID: 0000-0002-5648-1160, Ge, Yong-Feng ORCID: 0000-0002-5955-6295, Li, Jing-Jing, Zhang, Jun ORCID: 0000-0001-7835-9871 and Ip, WH ORCID: 0000-0001-6609-0713 (2016) A splicing-driven memetic algorithm for reconstructing cross-cut shredded text documents. Applied Soft Computing Journal, 45. pp. 163-172. ISSN 1568-4946

Hong, Zhao ORCID: 0000-0001-5288-2656, Chen, Zong-Gan ORCID: 0000-0001-7585-5212, Liu, Dong, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) A multi-angle hierarchical differential evolution approach for multimodal optimization problems. IEEE Access, 8. pp. 178322-178335. ISSN 2169-3536

Huang, Ting ORCID: 0000-0002-8755-043X, Duan, Dan-Ting, Gong, Yue-Jiao, Ye, Long, Ng, Wing WY ORCID: 0000-0003-0783-3585 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Concurrent optimization of multiple base learners in neural network ensembles: an adaptive niching differential evolution approach. Neurocomputing, 396. pp. 24-38. ISSN 0925-2312

Huang, Ting ORCID: 0000-0002-8755-043X, Gong, YJ ORCID: 0000-0002-5648-1160, Zhang, YH ORCID: 0000-0002-5769-3456, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) Automatic planning of multiple itineraries: a niching genetic evolution approach. IEEE Transactions on Intelligent Transportation Systems, 21 (10). pp. 4225-4240. ISSN 1524-9050

Iyngkaran, Pupalan ORCID: 0000-0003-3169-3762, Usmani, Wania, Hanna, Fahad ORCID: 0000-0002-0494-9585 and de Courten, Maximilian ORCID: 0000-0001-9997-9359 (2023) Challenges of Health Data Use in Multidisciplinary Chronic Disease Care: Perspective from Heart Failure Care. Journal of Cardiovascular Development and Disease, 10 (12). ISSN 2308-3425

Jian, Jun-Rong ORCID: 0000-0003-1277-4516, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) Large-scale evolutionary optimization: a survey and experimental comparative study. International Journal of Machine Learning and Cybernetics, 11 (3). pp. 729-745. ISSN 1868-8071

Li, Jian-Yu ORCID: 0000-0002-6143-9207, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2022) Evolutionary computation for expensive optimization: a survey. Machine Intelligence Research, 19. pp. 3-23. ISSN 2731-538X

Liu, Wei-Li ORCID: 0000-0003-0725-3759, Gong, Yue-Jiao ORCID: 0000-0002-5648-1160, Chen, Wei-Neng ORCID: 0000-0003-0843-5802, Zhang, Jun ORCID: 0000-0001-7835-9871 and Dou, Zhi (2021) An agile vehicle-based dynamic user equilibrium scheme for urban traffic signal control. IET Intelligent Transport Systems, 15 (5). pp. 619-634. ISSN 1751-956X

Liu, Xiao-Fang ORCID: 0000-0002-8137-4201, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0003-4148-4294 (2021) Resource-aware distributed differential evolution for training expensive neural-network-based controller in power electronic circuit. IEEE Transactions on Neural Networks and Learning Systems, 33 (11). pp. 6286-6296. ISSN 2162-237X

Luo, Junwei ORCID: 0000-0002-2974-8835, Yi, Xun, Han, Fengling and Yang, Xuechao ORCID: 0000-0001-5621-767X (2022) An efficient privacy-preserving recommender system in wireless networks. Wireless Networks. ISSN 1022-0038

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

Paul, Shuvashish, Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030 and Rahman, Rashedur M (2021) An Analysis of the Most Accident Prone Regions within the Dhaka Metropolitan Region Using Clustering. International Journal of Advanced Intelligence Paradigms, 18 (3). pp. 294-315. ISSN 1755-0386

Pei, Wei, Li, Yan, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wen, Peng (2021) A hybrid deep learning scheme for multi-channel sleep stage classification. Computers, Materials and Continua, 71 (1). pp. 889-905. ISSN 1546-2218

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

Shi, Lin ORCID: 0000-0002-4359-4764, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Liang, Di ORCID: 0000-0002-4241-2383 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2022) Memory-based ant colony system approach for multi-source data associated dynamic electric vehicle dispatch optimization. IEEE Transactions on Intelligent Transportation Systems, 23 (10). pp. 17491-17505. ISSN 1524-9050

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 (2021) Investigation of social behaviour patterns using location-based data - a Melbourne case study. EAI Endorsed Transactions on Scalable Information Systems, 21 (31). ISSN 2032-9407

Siuly, Siuly ORCID: 0000-0003-2491-0546, Guo, Yanhui ORCID: 0000-0003-1814-9682, Alçіn, Ömer F, Li, Yan ORCID: 0000-0002-4694-4926, Wen, Peng ORCID: 0000-0003-0939-9145 and Wang, Hua ORCID: 0000-0002-8465-0996 (2023) Exploring deep residual network based features for automatic schizophrenia detection from EEG. Physical and Engineering Sciences in Medicine. ISSN 2662-4729

Song, An ORCID: 0000-0001-6060-949X, Chen, Wei-Neng ORCID: 0000-0003-0843-5802, Gu, Tianlong, Zhang, Huaxiang ORCID: 0000-0001-6259-7533 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2019) A constructive particle swarm optimizer for virtual network embedding. IEEE Transactions on Network Science and Engineering, 7 (3). pp. 1406-1420. ISSN 2327-4697

Uddin, Shahadat, Imam, Tasadduq, Hossain, Md Ekramul, Gide, Ergun, Sianaki, Omid ORCID: 0000-0001-8289-3452, Moni, Mohammad Ali ORCID: 0000-0003-0756-1006, Mohammed, Ashwaq Amer and Vandana, Vandana (2021) Intelligent type 2 diabetes risk prediction from administrative claim data. Informatics for Health and Social Care, 47 (3). pp. 243-257. ISSN 1753-8157

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, Elisa (2022) A knowledge graph empowered online learning framework for access control decision-making. World Wide Web. ISSN 1386-145X

Book

Yin, Xiaoxia, Geller, J, Li, Y, Zhou, Rui ORCID: 0000-0001-6807-4362, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980, eds. (2016) Health Information Science: 5th International Conference, HIS 2016, Shanghai, China, November 5-7, 2016, Proceedings. Lecture Notes in Computer Science, 10038 . Springer, Cham.

Wang, Jianyong, Cellary, Wojciech, Wang, Dingding, Wang, Hua, Chen, Shu-Ching, Li, Tao and Zhang, Yanchun, eds. (2015) Web Information Systems Engineering – WISE 2015: 16th International Conference, Miami, FL, USA, November 1-3, 2015, Proceedings, Part I. Lecture Notes in Computer Science, 9418 . Springer.

Hacid, Hakim ORCID: 0000-0003-2265-9343, Cellary, Wojciech ORCID: 0000-0001-8578-4307, Wang, Hua ORCID: 0000-0002-8465-0996, Paik, Hye-Young ORCID: 0000-0003-4425-7388 and Zhou, Rui ORCID: 0000-0001-6807-4362, eds. (2018) Web Information Systems Engineering – WISE 2018: 19th International Conference, Dubai, United Arab Emirates, November 12-15, 2018, Proceedings, Part I. Lecture Notes in Computer Science, 11233 . Springer, Cham, Switzerland.

Book Section

Paul, Shuvashish, Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Nirjhor, Mahmudul Alam, Rahman, Shohanur, Orcho, Adeeba Kashfee and Rahman, Rashedur M (2017) Analyzing Accident Prone Regions by Clustering. In: Advanced Topics in Intelligent Information and Database Systems. Król, D, Nguyen, NT and Shirai, K, eds. Studies in Computational Intelligence, 710 . Springer International Publishing, pp. 3-13.

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

Akbari, Hesam, Sadiq, Muhammad Tariq ORCID: 0000-0002-7410-5951, Siuly, Siuly ORCID: 0000-0003-2491-0546, Li, Yan and Wen, Paul (2021) An automatic scheme with diagnostic index for identification of normal and depression EEG signals. In: 10th International Conference on Health Information Science (HIS), 25-28 Oct 2021, Melbourne, Australia.

Alharbi, Marwah ORCID: 0009-0008-6614-7730, Yin, Jiao ORCID: 0000-0002-0269-2624 and Wang, Hua ORCID: 0000-0002-8465-0996 (2023) Surveying the Landscape: Compound Methods for Aspect-Based Sentiment Analysis. In: Australasian Database Conference, 1 - 3 Nov 2023, Victoria, Australia.

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Basher, Sheikh Faishal, Himel, Ahsan Habib, Sikder, Tonmoy, Islam, Mashrikul and Rahman, Rashedur M (2017) An adaptive grayscale image de-noising technique by fuzzy inference system. In: 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 29 Jul 2017 - 31 Jul 2017, Guilin, China.

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Shaon, Md Faqrul Islam, Das, Prithvi Ranjan, Mustafa, Manazir and Bari, Mohammad Rezaul (2017) Automated course management system. In: ICITST 2017: The 12th International Conference for Internet Technology and Secured Transactions, 11 Dec 2017 - 14 Dec 2017, Cambridge, UK.

Alvi, Ashik Mostafa 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: 22nd International Conference on Web Information Systems Engineering, WISE 2021, 26-29 Oct 2021, Melbourne, Australia.

Alvi, Ashik Mostafa 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.

Bao, C, Yang, Qiang ORCID: 0000-0003-0277-3077, Gao, Xudong and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) A Comparative Study on Population-Based Evolutionary Algorithms for Multiple Traveling Salesmen Problem with Visiting Constraints. In: IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2021), 5 Dec 2021 - 7 Dec 2021, Orlando, FL, USA.

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.

Deng, Zhuang-Jie, Luo, Liu-Yue, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) Knowledge embedding-assisted multi-exemplar learning particle swarm optimization for traffic signal timing optimization. In: IEEE Congress on Evolutionary Computation (IEEE CEC), 28 Jun - 1 Jul 2021, Krakow, Poland.

Diykh, Mohammed, Abdulla, Shahab ORCID: 0000-0002-1193-6969, Oudah, Atheer Y, Marhoon, Haydar and Siuly, Siuly ORCID: 0000-0003-2491-0546 (2021) A novel alcoholic EEG signals classification approach based on AdaBoost k-means coupled with statistical model. In: 10th International Conference on Health Information Science (HIS), 25-28 Oct 2021, Melbourne, Australia.

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.

Hu, Yidan, Liu, Yong ORCID: 0000-0001-9031-9696, Miao, Chunya ORCID: 0000-0002-0300-3448 and Miao, Yuan ORCID: 0000-0002-6712-3465 (2022) Memory Bank Augmented Long-tail Sequential Recommendation. In: CIKM 2022, 17 October 2022 - 21 October 2022, Atlanta, USA.

Huang, Ting ORCID: 0000-0002-8755-043X, Gong, Yue-Jiao ORCID: 0000-0002-5648-1160, Li, Xiaoyan, Hu, Xiao-Min and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Niching evolutionary computation with a priori estimate for solving multi-solution traveling salesman problem. In: IEEE Congress on Evolutionary Computation (CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), 19 - 24 Jul 2020, Glasgow, UK.

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.

Liu, Wei-Li, Gong, Yue-Jiao ORCID: 0000-0002-5648-1160, Chen, Wei-Neng ORCID: 0000-0003-0843-5802, Zhong, Jinghui ORCID: 0000-0003-0113-3430, Jean, Sang-Woon and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) Heterogeneous Multiobjective Differential Evolution for Electric Vehicle Charging Scheduling. In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings, 5 Dec 2021 - 7 Dec 2021, Orlando, FL, USA.

Liu, Xiao-Fang ORCID: 0000-0002-8137-4201, Lin, Bo-Cheng, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Jeon, Sang-Woon and Zhang, Jun ORCID: 0000-0001-7835-9871 (2021) An Efficient Ant Colony System for Multi-Robot Task Allocation with Large-scale Cooperative Tasks and Precedence Constraints. In: IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2021), 5 Dec 2021 - 7 Dec 2021, Orlando, FL, USA.

Pandey, Dinesh, Wang, Hua ORCID: 0000-0002-8465-0996, Yin, Xiaoxia, Wang, Kate ORCID: 0000-0001-5208-1090, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Shen, Jing (2021) Automatic breast lesion segmentation using continuous max-flow algorithm in phase preserved DCE-MRIs. In: 10th International Conference on Health Information Science (HIS), 25 - 28 Oct 2021, Melbourne, Australia.

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.

Sadiq, Muhammad Tariq ORCID: 0000-0002-7410-5951, Siuly, Siuly ORCID: 0000-0003-2491-0546, Li, Yan and Wen, Paul (2023) A Comprehensive Approach for Enhancing Motor Imagery EEG Classification in BCI’s. In: Health Information Science 12th International Conference, HIS 2023, 23-24 Oct 2023, Melbourne, Australia.

Sadiq, Muhammad Tariq ORCID: 0000-0002-7410-5951, Siuly, Siuly ORCID: 0000-0003-2491-0546, Ur Rehman, Ateeq and Wang, Hua ORCID: 0000-0002-8465-0996 (2021) Auto-correlation based feature extraction approach for EEG alcoholism identification. In: 10th International Conference on Health Information Science (HIS), 25-28 Oct 2021, Melbourne, Australia.

Sama, Lakshit, Wang, Hua ORCID: 0000-0002-8465-0996 and Makkar, Aaisha (2021) Movie Recommendation System Using Deep Learning. In: 9th International Conference on Orange Technology (ICOT 2021), 16 Dec 2021 - 17 Dec 2021, Tainan, Taiwan.

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.

Tawhid, Md. Nurul Ahad, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Kate ORCID: 0000-0001-5208-1090 and Wang, Hua ORCID: 0000-0002-8465-0996 (2022) Brain data mining framework involving entropy topography and deep learning. In: 33rd Australasian Database Conference (ADC), 2 - 4 Sep 2022, Sydney, Australia.

Wang, Jialin, Liang, Shen, He, Dake, Wang, Y, Wu, Yingpei and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2020) A Sequential Graph Convolutional Network with Frequency-domain Complex Network of EEG Signals for Epilepsy Detection. In: IEEE BIBM 2020, 16 Dec 2020 - 19 Dec 2020, Seoul, Korea.

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.

Wu, Yingpei, Yin, Zecheng, Zhou, Kaiyuan, Wang, Ruofei, Yang, Yun, Yin, Zepeng, Ruan, Chunyang and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2021) A Hybrid-scales Graph Contrastive learning Framework for Discovering Regularities in Traditional Chinese Medicine Formula. In: 2021 IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2021), 9 Dec 2021 - 12 Dec 2021, Houston, TX, 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.

You, Mingshan ORCID: 0000-0003-0958-528X, Ge, Yong-Feng ORCID: 0000-0002-5955-6295, Wang, Kate ORCID: 0000-0001-5208-1090, Wang, Hua ORCID: 0000-0002-8465-0996, Cao, Jinli ORCID: 0000-0002-0221-6361 and Kambourakis, Georgios (2023) TLEF: Two-Layer Evolutionary Framework for t-Closeness Anonymization. In: Web Information Systems Engineering – WISE 2023; 24th International Conference, 25-27 Oct 2023, Melbourne, Australia.

Zhang, Jiawei, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Xu, Xiaowei (2021) ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation. In: 2021 International Joint Conference on Neural Networks (IJCNN 2021), 18 Jul 2021 - 22 Jul 2021, Virtual conference.

Zhang, Jiawei, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Xu, Xiaowei (2021) Pyramid U-net for retinal vessel segmentation. In: 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE ICASSP 2021), 6 Jun 2021 - 11 Jun 2021, Virtual Conference.

Zhang, Jiawei, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Zhu, Shanfeng and Xu, Xiaowei (2020) Constrained Multi-scale Dense Connections for Accurate Biomedical Image Segmentation. In: 2020 IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2020), 16 Dec 2020 - 19 Dec 2020, Seoul, Korea.

Zhang, Xin ORCID: 0000-0003-3636-6453, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Multiobjective direction driven local search for constrained supply chain configuration problem. In: GECCO '20: Genetic and Evolutionary Computation Conference, 8 - 12 July 2020, Cancun, Mexico.

Zhao, Hong, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 and Zhang, Jun ORCID: 0000-0001-7835-9871 (2020) Adaptive guidance-based differential evolution with iterative feedback archive strategy for multimodal optimization problems. In: IEEE Congress on Evolutionary Computation (CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), 19 - 24 Jul 2020, Glasgow, UK.

Thesis

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