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Stavropoulos, Vasileios ORCID: https://orcid.org/0000-0001-6964-4662, Prokofieva, Maria ORCID: https://orcid.org/0000-0003-1974-3827, Zarate, Daniel ORCID: https://orcid.org/0000-0002-1508-8637, Colder Carras, Michelle ORCID: https://orcid.org/0000-0003-0750-524X, Ratan, Rabindra ORCID: https://orcid.org/0000-0001-7611-8046, Kowert, Rachel ORCID: https://orcid.org/0000-0002-9522-9945, Schivinski, Bruno ORCID: https://orcid.org/0000-0002-4095-1922, Burleigh, Tyrone L ORCID: https://orcid.org/0000-0002-3405-140X, Poulus, Dylan R ORCID: https://orcid.org/0000-0003-4502-6821, Karimi, Leila ORCID: https://orcid.org/0000-0003-2364-504X, Gorman-Alesi, Angela, Brown, Taylor ORCID: https://orcid.org/0000-0001-9814-3832, Gomez, Rapson ORCID: https://orcid.org/0000-0001-7637-1551, Hein, Kaiden ORCID: https://orcid.org/0000-0002-1758-9208, Arachchilage, Nalin ORCID: https://orcid.org/0000-0002-0059-0376 and Griffiths, Mark D ORCID: https://orcid.org/0000-0001-8880-6524 (2024) Machine Learning(s) in gaming disorder through the user-avatar bond: A step towards conceptual and methodological clarity Reply to: User-avatar bond as diagnostic indicator for gaming disorder: A word on the side of caution (2024). Journal of Behavioral Addictions, 13 (4). pp. 894-900. ISSN 2062-5871

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Sun, Le ORCID: https://orcid.org/0000-0002-4221-0327, Li, Chenyang, Ren, Yongjun and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2024) A Multitask Dynamic Graph Attention Autoencoder for Imbalanced Multilabel Time Series Classification. IEEE Transactions on Neural Networks and Learning Systems. ISSN 2162-237X

Supriya, Supriya ORCID: https://orcid.org/0000-0002-3124-1187, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2021) Epilepsy Detection from EEG using Complex Network Techniques: A Review. IEEE Reviews in Biomedical Engineering. ISSN 1937-3333

Supriya, Supriya ORCID: https://orcid.org/0000-0002-3124-1187, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2021) New feature extraction for automated detection of epileptic seizure using complex network framework. Applied Acoustics, 180. ISSN 0003-682X

Tawhid, MNA ORCID: https://orcid.org/0000-0002-6100-4895, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Li, Tianning ORCID: https://orcid.org/0000-0001-5142-8654 (2022) A Convolutional Long Short-Term Memory-Based Neural Network for Epilepsy Detection From EEG. IEEE Transactions on Instrumentation and Measurement, 71. ISSN 0018-9456

Teng, Q, Xu, D, Yang, W, Li, J and Shi, Peng ORCID: https://orcid.org/0000-0001-8218-586X (2021) Neural network-based integral sliding mode backstepping control for virtual synchronous generators. Energy Reports, 7. pp. 1-9. ISSN 2352-4847

Thirunavukkarasu, Gokul Sidarth ORCID: https://orcid.org/0000-0002-5126-5979, Seyedmahmoudian, Mehdi, Jamei, Elmira ORCID: https://orcid.org/0000-0002-4270-0326, Horan, Ben ORCID: https://orcid.org/0000-0002-6723-259X, Mekhilef, Saad ORCID: https://orcid.org/0000-0001-8544-8995 and Stojcevski, Alex (2022) Modified Support Vector Regression Model For Very Short-Term Solar Irradiance Forecasting. Webology, 19 (3). pp. 2027-2038. ISSN 1735-188X

Venkatachalam, K, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Kumar, MV, Lalwani, P, Mishra, MK and Kabir, E (2022) A hybrid approach for COVID-19 detection using biogeography-based optimization and deep learning. Computers, Materials and Continua, 70 (2). pp. 3717-3732. ISSN 1546-2218

Whiteside, David, Cant, Olivia, Connolly, Molly ORCID: https://orcid.org/0000-0001-7850-2498 and Reid, Machar (2017) Monitoring hitting load in tennis using inertial sensors and machine learning. International Journal of Sports Physiology and Performance, 12 (9). pp. 1212-1217. ISSN 1555-0265

Wu, Xin, Feng, Yue, Xu, Hong ORCID: https://orcid.org/0000-0002-2968-9804, Lin, Zhuosheng, Chen, Tao, Li, Shengke, Qiu, Shihan, Liu, Qichao, Ma, Yuangang and Zhang, Shuangsheng (2023) CTransCNN: Combining transformer and CNN in multilabel medical image classification. Knowledge-Based Systems, 281. ISSN 0950-7051

Xiang, Xiayu, Liu, C, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Xiang, Wei and Fang, Binxing (2021) Predictive modeling of 30-day readmission risk of diabetes patients by logistic regression, artificial neural network, and EasyEnsemble. Asian Pacific Journal of Tropical Medicine, 14 (9). pp. 417-428. ISSN 1995-7645

Xu, Bin ORCID: https://orcid.org/0000-0001-9115-4686, Shou, Yingxin ORCID: https://orcid.org/0000-0002-7934-3158, Wang, Xia ORCID: https://orcid.org/0000-0001-8657-1143 and Shi, Peng ORCID: https://orcid.org/0000-0001-8218-586X (2023) Finite-Time Composite Learning Control of Strict-Feedback Nonlinear System Using Historical Stack. IEEE Transactions on Cybernetics, 53 (9). 5777 -5787. ISSN 2168-2267

Yang, Fan ORCID: https://orcid.org/0000-0003-0717-5420, Zhang, Qi, Ji, Xiaokang, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Li, Wentao, Peng, Shaoliang and Xue, Fuzhong (2022) Machine Learning Applications in Drug Repurposing. Interdisciplinary Sciences – Computational Life Sciences, 14 (1). pp. 15-21. ISSN 1913-2751

Yin, Xiao-Xia ORCID: https://orcid.org/0000-0002-1930-6451, Gao, Mingyong, Wang, Wei and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2022) MRI Radiogenomics in Precision Oncology: New Diagnosis and Treatment Method. Computational Intelligence and Neuroscience, 2022. ISSN 1687-5265

Yin, Xiaoxia, Jian, Yunxiang, Zhang, Yang, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Wu, Jianlin, Lu, Hui and Su, Min-Ying (2021) Automatic breast tissue segmentation in MRIs with morphology snake and deep denoiser training via extended Stein’s unbiased risk estimator. Health Information Science and Systems, 9 (1). ISSN 2047-2501

Yin, XX ORCID: https://orcid.org/0000-0002-1930-6451, Miao, Yuan ORCID: https://orcid.org/0000-0002-6712-3465 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2022) Time Series Based Data Explorer and Stream Analysis for Anomaly Prediction. Wireless Communications and Mobile Computing, 2022. ISSN 1530-8669

Zarate, Daniel ORCID: https://orcid.org/0000-0002-1508-8637, Ball, Michelle ORCID: https://orcid.org/0000-0002-4056-6178, Prokofieva, Maria ORCID: https://orcid.org/0000-0003-1974-3827, Kostakos, Vassilis and Stavropoulos, Vasileios ORCID: https://orcid.org/0000-0001-6964-4662 (2023) Identifying self-disclosed anxiety on Twitter: A natural language processing approach. Psychiatry Research, 330. ISSN 0165-1781

Zhang, Huiyan ORCID: https://orcid.org/0000-0003-3406-8954, Sun, Hao, Shi, Peng ORCID: https://orcid.org/0000-0001-8218-586X and Minchala, Luis Ismael ORCID: https://orcid.org/0000-0003-0822-0705 (2022) A Novel Electronic Chip Detection Method Using Deep Neural Networks. Machines, 10 (5). ISSN 2075-1702

Zhang, Jianlin, Hou, Chen, Yang, Xu ORCID: https://orcid.org/0000-0003-2735-2359, Yang, Xuechao ORCID: https://orcid.org/0000-0001-5621-767X, Yang, Wencheng and Cui, Hui (2024) Advancing face detection efficiency: Utilizing classification networks for lowering false positive incidences. Array, 22. ISSN 2590-0056

Zhang, Jiawei, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Qiu, Hailong, Xie, Wen, Yao, Zeyang, Yuan, Haiyun, Jia, Qianjun, Wang, Tianchen, Shi, Yiyu, Huang, Meiping, Zhuang, Jian and Xu, Xiaowei (2021) Pyramid-Net: Intra-layer Pyramid-Scale Feature Aggregation Network for Retinal Vessel Segmentation. Frontiers in Medicine, 8. ISSN 2296-858X

Zhang, Rui ORCID: https://orcid.org/0000-0001-9418-0863, Xu, Bin ORCID: https://orcid.org/0000-0001-9115-4686 and Shi, Peng ORCID: https://orcid.org/0000-0001-8218-586X (2022) Output Feedback Control of Micromechanical Gyroscopes Using Neural Networks and Disturbance Observer. IEEE Transactions on Neural Networks and Learning Systems, 33 (3). pp. 962-972. ISSN 2162-237X

Zhang, Xin ORCID: https://orcid.org/0000-0003-3636-6453, Du, Ke-Jing, Zhan, Zhi-Hui ORCID: https://orcid.org/0000-0003-0862-0514, Kwong, Sam ORCID: https://orcid.org/0000-0001-7484-7261, Gu, Tianlong and Zhang, Jun ORCID: https://orcid.org/0000-0001-7835-9871 (2019) Cooperative coevolutionary bare-bones particle swarm optimization with function independent decomposition for large-scale supply chain network design with uncertainties. IEEE Transactions on Cybernetics, 50 (10). pp. 4454-4468. ISSN 2168-2267

Zhang, Xingping, Zhang, Guijuan, Qiu, Xingting, Yin, Jiao ORCID: https://orcid.org/0000-0002-0269-2624, Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2024) Exploring non-invasive precision treatment in non-small cell lung cancer patients through deep learning radiomics across imaging features and molecular phenotypes. Biomarker Research, 12. ISSN 2050-7771 (In Press)

Zhang, Xingping, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Zhang, Guijuan, Qiu, Xingting, Tan, Wenjun, Yin, Xiaoxia and Liao, Liefa (2022) Deep Learning With Radiomics for Disease Diagnosis and Treatment: Challenges and Potential. Frontiers in Oncology, 12. pp. 1-25. ISSN 2234-943X

Zhao, Li ORCID: https://orcid.org/0000-0003-3536-3664 and Shi, Peng ORCID: https://orcid.org/0000-0001-8218-586X (2020) Machine Learning assisted aggregation schemes for optical cross-connect in hybrid electrical/optical data center networks. OSA Continuum, 3 (9). pp. 2573-2590. ISSN 2578-7519

Zhou, Wanyi, Xiao, Xiaolin ORCID: https://orcid.org/0000-0001-8827-3991, Gong, Yue-Jiao ORCID: https://orcid.org/0000-0002-5648-1160, Chen, Jia, Fang, Jun, Tan, Naiqiang, Ma, Nan, Li, Qun, Hua, Chai, Jeon, SW ORCID: https://orcid.org/0000-0002-0199-2254 and Zhang, Jun ORCID: https://orcid.org/0000-0003-4148-4294 (2023) Travel Time Distribution Estimation by Learning Representations Over Temporal Attributed Graphs. IEEE Transactions on Intelligent Transportation Systems, 24 (5). pp. 5069-5081. ISSN 1524-9050

Zhou, W ORCID: https://orcid.org/0000-0003-3867-8557, Sun, Yuqing ORCID: https://orcid.org/0000-0003-1260-6563, Zhang, Xin ORCID: https://orcid.org/0000-0002-8970-9432 and Shi, Peng ORCID: https://orcid.org/0000-0001-8218-586X (2022) Cluster Synchronization of Coupled Neural Networks With Lévy Noise via Event-Triggered Pinning Control. IEEE Transactions on Neural Networks and Learning Systems, 33 (11). pp. 6144-6157. ISSN 2162-237X

Zhu, Jiajian, Feng, Yue, Liu, Qichao, Xu, Hong ORCID: https://orcid.org/0000-0002-2968-9804, Miao, Yuan ORCID: https://orcid.org/0000-0002-6712-3465, Lin, Zhuosheng, Li, Jia, Liu, Huilin, Xu, Ying and Li, Fufeng (2024) An Improved ConvNeXt with Multimodal Transformer for Physiological Signal Classification. IEEE Access. ISSN 2169-3536

Book

Kumar, A, Jain, R, Gupta, Meenu ORCID: https://orcid.org/0000-0001-7366-0841 and Islam, Sardar M. N ORCID: https://orcid.org/0000-0001-9451-7390, eds. (2023) 6G-Enabled IoT and AI for Smart Healthcare: Challenges, Impact, and Analysis. Artificial Intelligence in Smart Healthcare Systems . CRC Press, Boca Raton.

Hussain, Walayat ORCID: https://orcid.org/0000-0003-0610-4006, Gao, Honghao ORCID: https://orcid.org/0000-0001-6861-9684, Rabhi, Fethi ORCID: https://orcid.org/0000-0001-8934-6259 and Martinez, Luis ORCID: https://orcid.org/0000-0003-4245-8813, eds. (2023) Advances in Complex Decision Making: Using Machine Learning and Tools for Service-Oriented Computing. CRC Press.

Ulhaq, Anwaar and Gomes, Douglas Pinto Sampaio, eds. (2022) Advances in Object and Activity Detection in Remote Sensing Imagery. Remote Sensing . MDPI.

Haque, Ahteshamul, Kalam, Akhtar ORCID: https://orcid.org/0000-0002-5933-6380 and Sharma, Himanshu, eds. (2024) Smart Cities: Power Electronics, Renewable Energy, and Internet of Things. CRC Press.

Book Section

Alvi, Ashik Mostafa ORCID: https://orcid.org/0000-0001-7898-2030, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, De Cola, Maria Cristina and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2022) DRAM-Net: A Deep Residual Alzheimer’s Diseases and Mild Cognitive Impairment Detection Network Using EEG Data. In: Health Information Science: 11th International Conference, HIS 2022, Virtual Event, October 28–30, 2022, Proceedings. Traina, A, Wang, H, Zhang, Y, Siuly, S, Zhou, R and Chen, L, eds. Springer, Cham, pp. 42-53.

Alvi, Ashik Mostafa ORCID: https://orcid.org/0000-0001-7898-2030, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2022) Challenges in Electroencephalography Data Processing Using Machine Learning Approaches. In: Databases Theory and Applications: 33rd Australasian Database Conference, ADC 2022 Sydney, NSW, Australia, September 2–4, 2022 Proceedings. Hua, W, Wang, H and Li, L, eds. Lecture Notes in Computer Science, 13459 . Springer, Cham, Switzerland, pp. 177-184.

Arora, Teena, Balasubramanian, Venki, Stranieri, Andrew, Shenhan, Mai, Buyya, Rajkumar and Islam, Sardar M. N ORCID: https://orcid.org/0000-0001-9451-7390 (2023) Classification of methods to reduce clinical alarm signals for remote patient monitoring: A critical review. In: Cloud Computing in Medical Imaging. El-Baz, A and Suri, J, eds. CRC Press, Boca Raton, FL, pp. 173-194.

Liu, Yanjun ORCID: https://orcid.org/0009-0005-7275-5204, Luo, Daizhong ORCID: https://orcid.org/0009-0005-1108-9084, Wang, Kate ORCID: https://orcid.org/0000-0001-5208-1090 and Yin, Jiao ORCID: https://orcid.org/0000-0002-0269-2624 (2023) Unveiling the Pandemic’s Impact: A Dataset for Probing COVID-19’s Effects on E-Learning Activities and Academic Performance. In: Health Information Science: 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23–24, 2023, Proceedings. Li, Y, Huang, Z, Sharma, M, Chen, L and Zhou, R, eds. Lecture Notes in Computer Science, 14305 . Springer, Singapore, pp. 149-160.

Sarmadi, Ali, Hassanzadeganroudsari, Majid ORCID: https://orcid.org/0000-0002-3241-6444 and Soltani, Majid (2023) Artificial Intelligence and Machine Learning Applications in Vaccine Development. In: Bioinformatics Tools for Pharmaceutical Drug Product Development. Chavda, V, Anand, K and Apostolopoulos, V, eds. Wiley, pp. 233-253.

Shao, Shuyi, Chen, Mou ORCID: https://orcid.org/0000-0001-7158-8575 and Shi, Peng ORCID: https://orcid.org/0000-0001-8218-586X (2021) Discrete-Time Control for Uncertain UAV System Based on SMDO and NN. In: Robust Discrete-Time Flight Control of UAV with External Disturbances. Studies in Systems, Decision and Control, 317 . Springer, pp. 119-149.

Singh, Ameesh, Gupta, Harsh, Swathika, OV Gnana, Karthikeyan, Aayush and Kalam, Akhtar ORCID: https://orcid.org/0000-0002-5933-6380 (2023) IoT- Based Power Theft Detection Mini Review. In: IoT and Analytics in Renewable Energy Systems (Volume 2): AI, ML and IoT Deployment in Sustainable Smart Cities. Swathika, OVG, Karthikeyan, K and Padmanaban, S, eds. CRC Press, Boca Raton, FL, pp. 205-213.

Xiao, Fan ORCID: https://orcid.org/0009-0007-0517-173X, Hong, Wei ORCID: https://orcid.org/0000-0003-2833-9228, Yin, Jiao ORCID: https://orcid.org/0000-0002-0269-2624, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Cao, Jinli ORCID: https://orcid.org/0000-0002-0221-6361 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2024) A Study on Historical Behaviour Enabled Insider Threat Prediction. In: Web and Big Data: 7th International Joint Conference, APWeb-WAIM 2023 Wuhan, China, October 6–8, 2023, Proceedings, Part III. Song, X, Feng, R, Chen, Y, Li, J and Min, G, eds. Lecture Notes in Computer Science, 14333 . Springer, pp. 464-476.

Xu, Tianbo ORCID: https://orcid.org/0000-0002-7953-3736, Sun, Le ORCID: https://orcid.org/0000-0002-4221-0327, Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278 and Wang, Yilin ORCID: https://orcid.org/0000-0001-8691-3019 (2022) Intelligent Interpretation and Classification of Multivariate Medical Time Series Based on Convolutional Neural Networks. In: Health Information Science. Traina, A, Wang, H, Zhang, Y, Siuly, S, Zhou, R and Chen, L, eds. Lecture Notes in Computer Science, 13705 . Springer, pp. 291-302.

Conference or Workshop Item

Alvi, Ashik Mostafa ORCID: https://orcid.org/0000-0001-7898-2030, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Wang, Hua ORCID: https://orcid.org/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.

Ameri Sianaki, Omid ORCID: https://orcid.org/0000-0001-8289-3452, Yousefi, Ashkan, Rajabian Tabesh, Azadeh and Mahdavi, Mehregan (2018) Internet of Everything and Machine Learning Applications: Issues and Challenges. In: 32nd International Conference on Advanced Information Networking and Applications (IEEE WAINA), 16 May 2018 - 18 May 2018, Krakow, Poland.

Cao, Xi, Ge, Yong-Feng ORCID: https://orcid.org/0000-0002-5955-6295 and Lin, Ying ORCID: https://orcid.org/0000-0003-4141-1490 (2023) Constructing Multi-constrained Cognitive Diagnostic Tests: An Improved Ant Colony Optimization Algorithm. In: Health Information Science 12th International Conference, HIS 2023, 23-24 Oct 2023, Melbourne, Australia.

Dawoud, Ahmed, Sianaki, Omid ORCID: https://orcid.org/0000-0001-8289-3452, Shahristani, Seyed and Raun, Chun (2021) Internet of Things Intrusion Detection: A Deep Learning Approach. In: IEEE Symposium Series on Computational Intelligence (IEEE SSCI), 1 Dec 2020 - 4 Dec 2020, Canberra, Australia.

Ding, Dawei, Zhang, Xiuyin, Zhang, Jun ORCID: https://orcid.org/0000-0001-7835-9871, Cao, Yunfei, Bai, Jin Liang and Yan, Jun (2019) Multiobjective Optimization of Microwave Circuits with Many Structural Parameters and Objectives. In: International Conference on Microwave and Millimeter Wave Technology (ICMMT), 19 May 2019 - 22 May 2019, Guangzhou, China.

Ghahramani, Atousa and Prokofieva, Maria ORCID: https://orcid.org/0000-0003-1974-3827 (2021) Visualisation for social media analytics: landscape of R packages. In: 25th International Conference Information Visualisation, 5 Jul 2021 - 7 Jul 2021, Sydney, Australia.

Gomes, Douglas Pinto Sampaio ORCID: https://orcid.org/0000-0003-2610-0678, Ulhaq, Anwaar ORCID: https://orcid.org/0000-0002-5145-7276, Paul, Manoranjan ORCID: https://orcid.org/0000-0001-6870-5056, Horry, Michael J ORCID: https://orcid.org/0000-0001-6691-9739, Chakraborty, Subrata ORCID: https://orcid.org/0000-0002-0102-5424, Saha, Manas ORCID: https://orcid.org/0000-0003-1677-9867, Debnath, Tanmoy and Rahaman, DM Motiur (2021) Features Of ICU Admission In X-Ray Images Of Covid-19 Patients. In: IEEE International Conference on Image Processing (ICIP), 19 Sep 2021 - 22 Sep 2021, ELECTR Network.

Gupta, Eeshita, Verma, Devansh, Bhardwaj, Shivam and Islam, Sardar M. N ORCID: https://orcid.org/0000-0001-9451-7390 (2023) Detection of Open Metal Sites in Metal–Organic Frameworks Using Machine Learning. In: International Conference on Innovative Computing and Communications, 17 - 18 Feb, 2023, Delhi, India.

Halabi-Echeverry, AX ORCID: https://orcid.org/0000-0002-8862-1543, Aldana-Bernal, JC, Villate-Daza, D and Islam, Sardar M. N ORCID: https://orcid.org/0000-0001-9451-7390 (2021) Towards Business Process Intelligence to Port2Port Governance Responsibility based on Learning Algorithms. In: CITISIA 2021, 24 Nov 2021 - 26 Nov 2021, Sydney, Australia.

Han, Weiguang, Peng, Min, Xie, Qianqian, Zhang, Xiuzhen and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2020) MSReNet: Multi-step Reformulation for Open-Domain Question Answering. In: CCF International Conference on Natural Language Processing and Chinese Computing, 13 October 2021- 17 October 2021, Qingdao, China.

Jiang, Kun, Liang, Shen, Meng, Lingxiao, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Wang, Peng and Wang, Wei (2020) A Two-level Attention-based Sequence-to-Sequence Model for Accurate Inter-patient Arrhythmia Detection. In: IEEE BIBM 2020, 16 Dec 2020 - 19 Dec 2020, Seoul, Korea.

Lestari, Nur Indah, Hussain, Walayat ORCID: https://orcid.org/0000-0003-0610-4006, Merigó, Jose M ORCID: https://orcid.org/0000-0002-4672-6961 and Bekhit, Mahmoud ORCID: https://orcid.org/0000-0002-8115-4233 (2023) A Survey of Trendy Financial Sector Applications of Machine and Deep Learning. In: Second EAI International Conference, BigIoT-EDU 2022, 29-31 July 2022, Virtual.

Li, Bo ORCID: https://orcid.org/0000-0002-3226-388X, Tian, Rongqiang, Yu, Guangjin, Wen, Ruohan, Mu, Xiaoqian and Liu, Yuan (2023) Design of Handwritten Recognition System based on Convolutional Neural Network. In: 2023 IEEE International Conference on Memristive Computing and Applications (ICMCA), 8 Dec 2023 - 10 Dec 2023, China.

Liang, Huizhu, Feng, Yue, Xu, Hong ORCID: https://orcid.org/0000-0002-2968-9804, Lin, Zhuosheng, Zhu, Jiajian, Liu, Huilin, Li, Shengke, Qiu, Shihan and Zhang, Shuangsheng (2023) Auricular images with annotations for segmenting key-organ mapping regions in auricular diagnosis. In: 2023 4th International Conference on Computer Vision, Image and Deep Learning (CVIDL 2023), 12 May 2023 - 14 May 2023, Zhuhai, China.

Marapelli, B, Carie, A and Islam, Sardar M. N ORCID: https://orcid.org/0000-0001-9451-7390 (2020) RNN-CNN MODEL: A bi-directional long short-term memory deep learning network for story point estimation. In: Conference on Innovative Technologies in Intelligent Systems and Industrial Applications (CITISIA 2020), 25 Nov 2020 - 27 Nov 2020.

Marapelli, B, Carie, A and Islam, Sardar M. N ORCID: https://orcid.org/0000-0001-9451-7390 (2021) Software Effort Estimation with Use Case Points Using Ensemble Machine Learning Models. In: ICECET 2021, 9 Dec 2021 - 10 Dec 2021, Cape Town, South Africa.

Purarjomandlangrudi, Afrooz ORCID: https://orcid.org/0000-0003-3028-1408, Nourbakhsh, Ghavameddin, Ghaemmaghami, Houman and Tan, Andy (2015) Application of anomaly technique in wind turbine bearing fault detection. In: IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, 29 Oct - 1 Nov 2014, Texas, USA.

Rakshit, P, Sarkar, S, Khan, S, Saha, P, Bhattacharyya, S, Dey, N, Islam, Sardar M. N ORCID: https://orcid.org/0000-0001-9451-7390 and Pal, S (2021) Prediction of Forest Fire Using Machine Learning Algorithms: The Search for the Better Algorithm. In: CITISIA 2021, 24 Nov 2021 - 26 Nov 2021, Sydney, Australia.

Rashid, Mahmood ORCID: https://orcid.org/0000-0003-3347-2381 and Paliwal, Kuldip K (2023) Single Sequence Based Feature Engineering for Convolutional Neural Networks Towards RNA Contact Map Prediction. In: 2023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE 2023), 4 Dec 2023 - 6 Dec 2023, Nadi, Fiji.

Raza, Muhammad Raheel, Hussain, Walayat ORCID: https://orcid.org/0000-0003-0610-4006 and Varol, Asaf (2022) Performance Analysis of Deep Approaches on Airbnb Sentiment Reviews. In: 2022 10th International Symposium on Digital Forensics and Security (ISDFS), 6 Jun 2022 - 7 Jun 2022, Istanbul, Turkey.

Sadiq, Muhammad Tariq ORCID: https://orcid.org/0000-0002-7410-5951, Siuly, Siuly ORCID: https://orcid.org/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: https://orcid.org/0000-0002-7410-5951, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Ur Rehman, Ateeq and Wang, Hua ORCID: https://orcid.org/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.

Sandhu, Ramandeep, Bhasin, Chandani, Faiz, Mohammad and Islam, Sardar M. N ORCID: https://orcid.org/0000-0001-9451-7390 (2023) Managing E-Reviews: A Performance Enhancement Technique Using Deep Learning. In: SmartTechCon 2023, 18 Aug 2023 - 19 Aug 2023, Singapore.

Sin, Audrey, Islam, Sardar M. N ORCID: https://orcid.org/0000-0001-9451-7390, Prentice, Catherine and Xia, Feng (2022) SEeMS: Advanced Artificial Neural Networks for Employee Learning Motivation Prediction. In: 7th International Conference for Convergence in Technology (I2CT 2022), 7 Apr 2022 - 9 Apr 2022, Pune, India.

Thakur, Narina, Jain, Rachna, Mahajan, Ashee and Islam, Sardar M. N ORCID: https://orcid.org/0000-0001-9451-7390 (2022) Deep Neural Network based Data Analysis and Price Prediction framework for Rio de Janeiro Airbnb. In: 7th International Conference for Convergence in Technology (I2CT 2022), 7 Apr 2022 - 9 Apr 2022, Pune, India.

Wang, Jialin, Liang, Shen, He, Dake, Wang, Ye, Wu, Yingpei and Zhang, Yanchun ORCID: https://orcid.org/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, Kun, Li, Ang, Wang, Xiaokun and Sun, Lili (2023) Study on Credit Risk Control by Variational Inference. In: Web Information Systems Engineering – WISE 2023, 25-27 Oct 2023, Melbourne, Australia.

Xie, Qianqian, Peng, Min, Huang, Jimin, Wang, Bin and Wang, Hua ORCID: https://orcid.org/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.

Xun, Yizhe, Liu, Jia, Islam, Sardar M. N ORCID: https://orcid.org/0000-0001-9451-7390 and Chen, Yuanfang (2024) Multi-View Vehicle Image Generation Network for Vehicle Re-Identification. In: 59th Annual IEEE International Conference on Communications (IEEE ICC 2024), 9 Jun 2024 - 13 Jun 2024, Denver, Colorado, USA.

Yousefi, Ashkan, Ameri Sianaki, Omid ORCID: https://orcid.org/0000-0001-8289-3452 and Jan, Tony (2019) Big Data Analytics for Electricity Price Forecast. In: 33rd International Conference on Advanced Information Networking and Applications (WAINA-2019), 27 March 2019 - 29 March 2019, Matsue, Japan.

Zheng, SY, Xiang, BJ, Zhang, XY and Zhang, Jun ORCID: https://orcid.org/0000-0001-7835-9871 (2019) Differential Evolution Optimization Algorithm for Antenna Designs with Mixed Discrete-Continuous Variables. In: International Conference on Microwave and Millimeter Wave Technology (ICMMT), 19 May 2019 - 22 May 2019, Guangzhou, China.

Thesis

Alvi, Ashik Mostafa (2023) Efficient Detection of Mild Cognitive Impairment and Alzheimer’s Disease from Brain Signal Data. PhD thesis, Victoria University.

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

Manoharan, Phavithra (2024) Supervised Learning for Insider Threat Detection. PhD thesis, Victoria University.

Sama, Lakshit (2022) Network Intrusion Detection using Deep Learning. Research Master thesis, Victoria University.

Sin, Audrey (2022) Employee Motivation To Learn: An Innovative Hybrid Approach By Combining Traditional And Machine Learning Methods. Other Degree thesis, Victoria University.

Sultana, Khadija (2022) Elastic Optimization for Stragglers in Edge Federated Learning. Research Master thesis, Victoria University.

Wang, Kun (2023) Study on loan risk control by Markov chain and variational method. Research Master thesis, Victoria University.

You, Mingshan (2022) An Adaptive Machine Learning Framework for Access Control Decision Making. Research Master thesis, Victoria University.