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, Tianlong 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, Mohammed ORCID: 0000-0003-0018-4199, Miften, FS ORCID: 0000-0002-3557-2194, Abdullaf, Shahab, Deo, Ravinesh C, Siuly, Siuly ORCID: 0000-0003-2491-0546, Green, Jonathan H and Oudahb, Atheer Y (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, Gong, Yue-Jiao ORCID: 0000-0002-5648-1160, Zhang, Yu-Hui 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

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

Hussain, Walayat ORCID: 0000-0003-0610-4006, Gao, Honghao ORCID: 0000-0001-6861-9684, Karim, Rafiul ORCID: 0009-0007-4392-873X and El Saddik, Abdulmotaleb ORCID: 0000-0002-7690-8547 (2024) Seventeen Years of the ACM Transactions on Multimedia Computing, Communications and Applications: A Bibliometric Overview. ACM Transactions on Multimedia Computing, Communications, and Applications, 20 (10). ISSN 1551-6857

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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

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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

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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, Tasneem, Nazifa, Hasan, Anik and Akther, Sumaiya Binte (2019) A Study to Find the Impacts of Strikes on Students and Local Shopkeepers in Bangladesh. In: ICITST in cooperation with WorldCIS, WCST, WCICSS-2019, December 9-11, 2019, CCT Venues-Docklands, London.

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.

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Thesis

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