4611 Machine learning

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Number of items at this level: 126.

Article

Al-Shammary, Dhiah ORCID: 0000-0002-7927-2900 (external link), Hakem, Ekram, Mahdiyar, Amir ORCID: 0000-0002-8075-5918 (external link), Ibaida, Ayman ORCID: 0000-0003-1581-7219 (external link) and Ahmed, Khandakar ORCID: 0000-0003-1043-2029 (external link) (2024) A novel brain EEG clustering based on Minkowski distance to improve intelligent epilepsy diagnosis. Informatics in Medicine Unlocked, 47. ISSN 2352-9148

Aldahiri, Amani, Alrashed, Bashair ORCID: 0000-0002-7393-5355 (external link) and Hussain, Walayat ORCID: 0000-0003-0610-4006 (external link) (2021) Trends in using IoT with machine learning in health prediction system. Forecasting, 3 (1). pp. 181-206. ISSN 2571-9394

Alkalbani, Asma Musabah and Hussain, Walayat ORCID: 0000-0003-0610-4006 (external link) (2021) Cloud service discovery method: a framework for automatic derivation of cloud marketplace and cloud intelligence to assist consumers in finding cloud services. International Journal of Communication Systems, 34 (8). ISSN 1074-5351

Arshi, Tahseen Anwer ORCID: 0000-0002-5244-7862 (external link), Islam, Sardar M. N ORCID: 0000-0001-9451-7390 (external link) and Gunupudi, Nirmal ORCID: 0000-0001-6330-0324 (external link) (2021) Predicting the effect of entrepreneurial stressors and resultant strain on entrepreneurial behaviour: an SEM-based machine-learning approach. International Journal of Entrepreneurial Behaviour and Research, 27 (7). pp. 1819-1848. ISSN 1355-2554

Chen, Weisi ORCID: 0000-0001-8131-392X (external link), Hussain, Walayat ORCID: 0000-0003-0610-4006 (external link), Al-Qudah, Islam, Al-Naymat, Ghazi and Zhang, Xu (2024) Intersection of machine learning and mobile crowdsourcing: a systematic topic-driven review. Personal and Ubiquitous Computing. ISSN 1617-4909

Chen, Xi, Zhou, Xiangmin ORCID: 0000-0002-1302-818X (external link), Chan, Jeffrey, Chen, Lei ORCID: 0000-0002-8257-5806 (external link), Sellis, Timos ORCID: 0000-0002-9067-5639 (external link) and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link) (2022) Complex event summarization using multi-social attribute correlation. IEEE Transactions on Knowledge and Data Engineering. pp. 1-16. ISSN 1041-4347

Chen, Yinsong ORCID: 0000-0002-3827-5304 (external link), Yu, Samson S, Lim, Chee Peng ORCID: 0000-0003-4191-9083 (external link) and Shi, Peng ORCID: 0000-0001-8218-586X (external link) (2024) A novel interval estimation framework for wind power forecasting using multi-objective gradient descent optimization. Sustainable Energy, Grids and Networks, 38. ISSN 2352-4677

Cui, Lizhen, Zhao, Xudong, Liu, Lei, Yu, Han and Miao, Yuan ORCID: 0000-0002-6712-3465 (external link) (2017) Complex crowdsourcing task allocation strategies employing supervised and reinforcement learning. International Journal of Crowd Science, 1 (2). pp. 146-160. ISSN 2398-7294

Das, Sushmit, Zomorrodi, Reza, Mirjalili, Mina, Kirkovski, Melissa ORCID: 0000-0003-3395-8525 (external link), Blumberger, Daniel M, Rajji, Tarek K and Desarkar, Pushpal (2023) Machine learning approaches for electroencephalography and magnetoencephalography analyses in autism spectrum disorder: a systematic review. Progress in Neuro-Psychopharmacology and Biological Psychiatry, 123. ISSN 0278-5846

Du, Jiahua, Rong, Jia ORCID: 0000-0002-9462-3924 (external link), Wang, Hua ORCID: 0000-0002-8465-0996 (external link) and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link) (2021) Neighbor-aware review helpfulness prediction. Decision Support Systems, 148. ISSN 0167-9236 (In Press)

Ejaz, Khurram ORCID: 0000-0001-8129-5653 (external link), Rahim, Mohd Shafry Mohd, Bajwa, Usama Ijaz, Chaudhry, Huma ORCID: 0000-0002-3324-228X (external link), Rehman, Amjad ORCID: 0000-0002-3817-2655 (external link) and Ejaz, Ferhan (2021) Hybrid segmentation method with confidence region detection for tumor identification. IEEE Access, 9. pp. 35256-35278. ISSN 2169-3536

El Majzoub, Ahmad, Rabhi, Fethi and Hussain, Walayat ORCID: 0000-0003-0610-4006 (external link) (2023) Evaluating interpretable machine learning predictions for cryptocurrencies. Intelligent Systems in Accounting, Finance and Management, 30 (3). pp. 137-149. ISSN 1550-1949

Eze, PU and Asogwa, Clement ORCID: 0000-0001-8454-9356 (external link) (2021) Deep machine learning model trade-offs for malaria elimination in resource-constrained locations. Bioengineering, 8 (11). ISSN 2306-5354

Fahd, Kiran and Miah, Shah Jahan ORCID: 0000-0002-3783-8769 (external link) (2023) Effectiveness of data augmentation to predict students at risk using deep learning algorithms. Social Network Analysis and Mining, 13 (1). ISSN 1869-5450 (print) 1869-5469 (online)

Fahd, K, Venkatraman, S, Miah, Md Shah Jahan M ORCID: 0000-0002-3783-8769 (external link) and Ahmed, Khandakar ORCID: 0000-0003-1043-2029 (external link) (2021) Application of machine learning in higher education to assess student academic performance, at-risk, and attrition: a meta-analysis of literature. Education and Information Technologies, 27 (3). pp. 3743-3775. ISSN 1360-2357

Fang, Uno ORCID: 0000-0002-6818-2707 (external link), Li, Man ORCID: 0000-0002-7545-2541 (external link), Li, Jianxin ORCID: 0000-0002-9059-330X (external link), Gao, Longxiang ORCID: 0000-0002-3026-7537 (external link), Jia, Tao ORCID: 0000-0002-2337-2857 (external link) and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link) (2023) A Comprehensive Survey on Multi-View Clustering. IEEE Transactions on Knowledge and Data Engineering, 35 (12). pp. 12350-12368. ISSN 1041-4347

Guan, C ORCID: 0000-0003-3760-2526 (external link), Fei, Z ORCID: 0000-0003-4178-932X (external link), Karimi, HR ORCID: 0000-0001-7629-3266 (external link) and Shi, Peng ORCID: 0000-0001-8218-586X (external link) (2021) Finite-Time Synchronization for Switched Neural Networks via Quantized Feedback Control. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51 (5). pp. 2873-2884. ISSN 2168-2216

Guo, Zhiwei ORCID: 0000-0001-8868-6913 (external link), Yu, Keping ORCID: 0000-0001-5735-2507 (external link), Konstantin, Konstantin ORCID: 0000-0003-2744-7489 (external link), Mumtaz, Mumtaz ORCID: 0000-0001-6364-6149 (external link), Wei, Wei ORCID: 0000-0002-7566-2995 (external link), Shi, Peng ORCID: 0000-0001-8218-586X (external link) and Rodrigues, Joel ORCID: 0000-0001-8657-3800 (external link) (2023) Deep Collaborative Intelligence-Driven Traffic Forecasting in Green Internet of Vehicles. IEEE Transactions on Green Communications and Networking, 7 (2). pp. 1023-1035. ISSN 2473-2400

Hassan, Mohammed Falih, Al-Zurfi, Ahmed Naser, Abed, Mohammed Hamzah and Ahmed, Khandakar ORCID: 0000-0003-1043-2029 (external link) (2024) An effective ensemble learning approach for classification of glioma grades based on novel MRI features. Scientific Reports, 14 (1). ISSN 2045-2322

He, Xiuli ORCID: 0000-0003-2675-4508 (external link), Ahn, Choon Ki ORCID: 0000-0003-0993-9658 (external link) and Shi, Peng ORCID: 0000-0001-8218-586X (external link) (2020) Periodically Intermittent Stabilization of Neural Networks Based on Discrete-Time Observations. IEEE Transactions on Circuits and Systems II: Express Briefs, 67 (12). pp. 3497-3501. ISSN 1549-7747

Horry, Michael J ORCID: 0000-0001-6691-9739 (external link), Chakraborty, Subrata ORCID: 0000-0002-0102-5424 (external link), Pradhan, Biswajeet ORCID: 0000-0001-9863-2054 (external link), Paul, Manoranjan ORCID: 0000-0001-6870-5056 (external link), Gomes, Douglas Pinto Sampaio, Ul-Haq, Anwaar ORCID: 0000-0002-5145-7276 (external link) and Alamri, Abdullah (2021) Deep mining generation of lung cancer malignancy models from chest x-ray images. Sensors, 21 (19). pp. 1-23. ISSN 1424-8220

Huang, Chang-Qin ORCID: 0000-0003-1371-2608 (external link), Huang, Qiong-Hao ORCID: 0000-0002-5041-6093 (external link), Huang, Xiaodi ORCID: 0000-0002-6084-1851 (external link), Wang, Hua ORCID: 0000-0002-8465-0996 (external link), Li, Ming ORCID: 0000-0002-1218-2804 (external link), Lin, Kwei-Jay ORCID: 0000-0002-3124-5487 (external link) and Chang, Yi (2024) XKT: Toward Explainable Knowledge Tracing Model With Cognitive Learning Theories for Questions of Multiple Knowledge Concepts. IEEE Transactions on Knowledge and Data Engineering, 36 (11). pp. 7308-7325. ISSN 1041-4347

Hussain, Walayat ORCID: 0000-0003-0610-4006 (external link), Hussain, Farookh, Saberi, Morteza, Hussain, Omar Khadeer ORCID: 0000-0002-5738-6560 (external link) and Chang, Elizabeth (2018) Comparing time series with machine learning-based prediction approaches for violation management in cloud SLAs. Future Generation Computer Systems, 89. pp. 464-477. ISSN 0167-739X

Jain, Vanita, Dhingra, Aarushi, Gupta, Eeshita, Takkar, Ish, Jain, Rachna and Islam, Sardar M. N ORCID: 0000-0001-9451-7390 (external link) (2023) Influence of Land Surface Temperature and Rainfall on Surface Water Change: An Innovative Machine Learning Approach. Water Resources Management, 37 (8). pp. 3013-3035. ISSN 0920-4741

Joseph, Anna M ORCID: 0000-0002-6529-974X (external link), Kian, Azadeh ORCID: 0000-0003-1724-790X (external link) and Begg, Rezaul ORCID: 0000-0002-3195-8591 (external link) (2023) State-of-the-Art Review on Wearable Obstacle Detection Systems Developed for Assistive Technologies and Footwear. Sensors, 23 (5). ISSN 1424-8220

Kamila, Nilayam Kumar, Frnda, Jaroslav, Pani, Subhendu Kumar, Das, Rashmi, Islam, Sardar M. N ORCID: 0000-0001-9451-7390 (external link), Bharti, Pawan Kumar and Muduli, Kamalakanta ORCID: 0000-0002-4245-9149 (external link) (2022) Machine learning model design for high performance cloud computing & load balancing resiliency: An innovative approach. Journal of King Saud University - Computer and Information Sciences, 34. pp. 9991-10009. ISSN 1319-1578

Khan, Asim, Asim, Warda, Ulhaq, Anwaar ORCID: 0000-0002-5145-7276 (external link), Ghazi, Bilal and Robinson, Randall ORCID: 0000-0001-8425-0709 (external link) (2021) Health Assessment of Eucalyptus Trees Using Siamese Network from Google Street and Ground Truth Images. Remote Sensing, 13 (11). ISSN 2072-4292

Khan, Najeebullah, Dhanapala Arachchige, Sachindra ORCID: 0000-0002-4022-0636 (external link), Shahid, S, Ahmed, Kamal, Shiru, M and Nawaz, N (2020) Prediction of droughts over Pakistan using machine learning algorithms. Advances in Water Resources, 139. ISSN 0309-1708

Khanam, Taslima ORCID: 0000-0001-5842-930X (external link), Siuly, Siuly ORCID: 0000-0003-2491-0546 (external link) and Wang, Hua ORCID: 0000-0002-8465-0996 (external link) (2023) An optimized artificial intelligence based technique for identifying motor imagery from EEGs for advanced brain computer interface technology. Neural Computing and Applications, 35 (9). pp. 6623-6634. ISSN 0941-0643

Li, Chunying ORCID: 0000-0001-5190-506X (external link), Tang, Yong ORCID: 0000-0002-9625-8828 (external link), Tang, Zhikang ORCID: 0000-0002-8276-3508 (external link), Cao, Jinli ORCID: 0000-0002-0221-6361 (external link) and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link) (2021) Motif-based embedding label propagation algorithm for community detection. International Journal of Intelligent Systems, 37 (3). pp. 1880-1902. ISSN 0884-8173

Lin, Xiuchun, Huang, Tao, Ruan, Zhiqiang, Yang, Xuechao ORCID: 0000-0001-5621-767X (external link), Chen, Zhide, Zheng, Guolong and Feng, Chen (2023) Automatic Evaluation of Functional Movement Screening Based on Attention Mechanism and Score Distribution Prediction. Mathematics, 11 (24). ISSN 2227-7390

Liu, Jia ORCID: 0000-0003-4284-2313 (external link), Chen, Yuanfang, Islam, Sardar M. N ORCID: 0000-0001-9451-7390 (external link) and Alam, Muhammad (2022) Variational Inference for a Recommendation System in IoT Networks Based on Stein’s Identity. Applied Sciences, 12 (4). ISSN 2076-3417

Ma, Xiaojin ORCID: 0000-0001-5793-4099 (external link), Xu, Huahu ORCID: 0000-0001-8220-1639 (external link), Gao, Honghao ORCID: 0000-0002-9694-1758 (external link), Bian, Minjie and Hussain, Walayat ORCID: 0000-0003-0610-4006 (external link) (2023) Real-Time Virtual Machine Scheduling in Industry IoT Network: A Reinforcement Learning Method. IEEE Transactions on Industrial Informatics, 19 (2). pp. 2129-2139. ISSN 1551-3203

Ma, Yuangang, Xu, Hong ORCID: 0000-0002-2968-9804 (external link), Feng, Yue, Lin, Zhuosheng, Li, Fufeng, Wu, Xin, Liu, Qichao and Zhang, Shuangsheng (2024) MSDEnet: Multi-scale detail enhanced network based on human visual system for medical image segmentation. Computers in Biology and Medicine, 170. ISSN 0010-4825

Manoharan, Phavithra, Yin, Jiao ORCID: 0000-0002-0269-2624 (external link), Wang, Hua ORCID: 0000-0002-8465-0996 (external link), Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link) and Ye, Wenjie ORCID: 0000-0002-9676-1335 (external link) (2023) Insider threat detection using supervised machine learning algorithms. Telecommunication Systems. ISSN 1018-4864

Meddage, DPP, Ekanayake, Imesh Udara, Herath, Sumudu, Gobirahavan, R, Muttil, Nitin ORCID: 0000-0001-7758-8365 (external link) and Rathnayake, Upaka ORCID: 0000-0002-7341-9078 (external link) (2022) Predicting Bulk Average Velocity with Rigid Vegetation in Open Channels Using Tree‐Based Machine Learning: A Novel Approach Using Explainable Artificial Intelligence. Sensors, 22 (12). pp. 1-29. ISSN 1424-8220

Moghadasi, M ORCID: 0000-0002-6007-7259 (external link), Izadyar, Nima ORCID: 0000-0002-2487-5915 (external link), Moghadasi, A and Ghadamian, H (2021) Applying machine learning techniques to implement the technical requirements of energy management systems in accordance with ISO 50001:2018, an industrial case study. Energy Sources, Part A: Recovery, Utilization and Environmental Effects. ISSN 1556-7036

Mousavi, Mitra, Rezazadeh, Javad and Sianaki, Omid ORCID: 0000-0001-8289-3452 (external link) (2021) Machine learning applications for fog computing in IoT: a survey. International Journal of Web and Grid Services, 17 (4). pp. 293-320. ISSN 1741-1106

Mousavian, Seyedmohammad, Miah, Shah Jahan ORCID: 0000-0002-3783-8769 (external link) and Zhong, Y (2023) A design concept of big data analytics model for managers in hospitality industries. Personal and Ubiquitous Computing, 27 (4). pp. 1509-1519. ISSN 1617-4909

Nadeem, Adeel Ahmad, Zha, Yuanyuan ORCID: 0000-0003-4323-0730 (external link), Shi, Liangsheng ORCID: 0000-0003-0446-0488 (external link), Ali, Shoaib ORCID: 0000-0002-6377-6610 (external link), Wang, Xi, Zafar, Zeeshan ORCID: 0000-0002-1575-9242 (external link), Afzal, Zeeshan and Tariq, Muhammad Atiq Ur Rehman ORCID: 0000-0002-0226-7310 (external link) (2023) Spatial downscaling and gap-filling of SMAP soil moisture to high resolution using MODIS surface variables and machine learning approaches over ShanDian River Basin, China. Remote Sensing, 15 (3). ISSN 2072-4292

Ni, Jukang ORCID: 0000-0001-7551-4696 (external link) and Shi, Peng ORCID: 0000-0001-8218-586X (external link) (2020) Global predefined time and accuracy adaptive neural network control for uncertain strict-feedback systems with output constraint and dead zone. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51 (12). pp. 7903-7918. ISSN 2168-2216

Paul, Shuvashish, Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030 (external link) 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

Qian, Yaguan ORCID: 0000-0003-4056-9755 (external link), Chen, Kecheng ORCID: 0009-0008-5970-7402 (external link), Wang, Bin, Gu, Zhaoquan ORCID: 0000-0001-7546-852X (external link), Ji, Shouling ORCID: 0000-0003-4268-372X (external link), Wang, Wei ORCID: 0000-0002-5974-1589 (external link) and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link) (2024) Enhancing Transferability of Adversarial Examples Through Mixed-Frequency Inputs. IEEE Transactions on Information Forensics and Security, 19. pp. 7633-7645. ISSN 1556-6013

Rezazadeh, Javad ORCID: 0000-0002-6851-0117 (external link), Ameri Sianaki, Omid ORCID: 0000-0001-8289-3452 (external link) and Farahbakhsh, Reza ORCID: 0000-0003-3219-3700 (external link) (2024) Machine Learning for IoT Applications and Digital Twins. Sensors, 24 (15). ISSN 1424-8220

Sabharwal, Renu and Miah, Shah Jahan ORCID: 0000-0002-3783-8769 (external link) (2024) Evaluating teachers’ effectiveness in classrooms: an ML-based assessment portfolio. Social Network Analysis and Mining, 14. ISSN 1869-5450

Sadiq, Muhammad Tariq ORCID: 0000-0002-7410-5951 (external link), Siuly, Siuly ORCID: 0000-0003-2491-0546 (external link), Almogren, Ahmad ORCID: 0000-0002-8253-9709 (external link), Li, Yan and Wen, Paul (2023) Efficient novel network and index for alcoholism detection from EEGs. Health Information Science and Systems, 11 (1). ISSN 2047-2501

Sarki, Rubina ORCID: 0000-0001-5018-9567 (external link), Ahmed, Khandakar ORCID: 0000-0003-1043-2029 (external link), Wang, Hua ORCID: 0000-0002-8465-0996 (external link), Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link), Ma, Jiangang ORCID: 0000-0002-8449-7610 (external link) and Wang, Kate ORCID: 0000-0001-5208-1090 (external link) (2021) Image preprocessing in classification and identification of diabetic eye diseases. Data Science and Engineering, 6. pp. 455-471. ISSN 2364-1185

Sarki, Rubina ORCID: 0000-0001-5018-9567 (external link), Ahmed, Khandakar ORCID: 0000-0003-1043-2029 (external link), Wang, Hua ORCID: 0000-0002-8465-0996 (external link), Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link) and Wang, K ORCID: 0000-0001-5208-1090 (external link) (2022) Automated detection of COVID-19 through convolutional neural network using chest x-ray images. PLoS ONE, 17 (1). ISSN 1932-6203

Shaukat, Nadeem, Hashmi, Abrar ORCID: 0000-0002-8683-7965 (external link), Abid, Muhammad, Aslam, Muhammad Naeem, Hassan, Shahzal, Sarwar, Muhammad Kaleem, Masood, Amjad, Shahid, Muhammad Laiq Ur Rahman ORCID: 0000-0002-5223-4744 (external link), Zainab, Atiba and Tariq, Muhammad Atiq Ur Rehman ORCID: 0000-0002-0226-7310 (external link) (2022) Sediment load forecasting of Gobindsagar reservoir using machine learning techniques. Frontiers in Earth Science, 10. ISSN 2296-6463

Shen, Q ORCID: 0000-0002-1749-2641 (external link), Shi, Peng ORCID: 0000-0001-8218-586X (external link), Agarwal, Ramesh K ORCID: 0000-0002-9642-1023 (external link) and Shi, Y (2021) Adaptive Neural Network-Based Filter Design for Nonlinear Systems with Multiple Constraints. IEEE Transactions on Neural Networks and Learning Systems, 32 (7). pp. 3256-3261. ISSN 2162-237X

Siuly, Siuly ORCID: 0000-0003-2491-0546 (external link), Alcin, Omer Faruk ORCID: 0000-0002-2917-3736 (external link), Wang, Hua ORCID: 0000-0002-8465-0996 (external link), Li, Yan ORCID: 0000-0002-4694-4926 (external link) and Wen, Peng ORCID: 0000-0003-0939-9145 (external link) (2024) Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease. IEEE Transactions on Emerging Topics in Computational Intelligence, 8 (2). pp. 1609-1623. ISSN 2471-285X

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

Song, Yang, Lian, Zhi ORCID: 0000-0002-8637-1704 (external link), Liu, Guoxin, Wang, Binglu, Zhu, Min and Shi, Peng ORCID: 0000-0001-8218-586X (external link) (2023) Multi-Sensory Visual-Auditory Fusion of Wearable Navigation Assistance for People With Impaired Vision. IEEE Transactions on Automation Science and Engineering. ISSN 1545-5955

Stavropoulos, Vasileios ORCID: 0000-0001-6964-4662 (external link), Zarate, Daniel ORCID: 0000-0002-1508-8637 (external link), Prokofieva, Maria ORCID: 0000-0003-1974-3827 (external link), Van de Berg, Noirin, Karimi, Leila ORCID: 0000-0003-2364-504X (external link), Alesi, Angela Gorman, Richards, Michaella, Bennet, Soula and Griffiths, Mark ORCID: 0000-0001-8880-6524 (external link) (2023) Deep learning(s) in gaming disorder through the user-avatar bond: a longitudinal study using machine learning. Journal of Behavioral Addictions. ISSN 2062-5871

Sun, Le ORCID: 0000-0002-4221-0327 (external link), Li, Chenyang, Ren, Yongjun and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link) (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: 0000-0002-3124-1187 (external link), Siuly, Siuly ORCID: 0000-0003-2491-0546 (external link), Wang, Hua ORCID: 0000-0002-8465-0996 (external link) and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link) (2021) Epilepsy Detection from EEG using Complex Network Techniques: A Review. IEEE Reviews in Biomedical Engineering. ISSN 1937-3333

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

Tawhid, MNA ORCID: 0000-0002-6100-4895 (external link), Siuly, Siuly ORCID: 0000-0003-2491-0546 (external link) and Li, Tianning ORCID: 0000-0001-5142-8654 (external link) (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: 0000-0001-8218-586X (external link) (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: 0000-0002-5126-5979 (external link), Seyedmahmoudian, Mehdi, Jamei, Elmira ORCID: 0000-0002-4270-0326 (external link), Horan, Ben ORCID: 0000-0002-6723-259X (external link), Mekhilef, Saad ORCID: 0000-0001-8544-8995 (external link) 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: 0000-0003-2491-0546 (external link), 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: 0000-0001-7850-2498 (external link) 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: 0000-0002-2968-9804 (external link), 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

Xu, Bin ORCID: 0000-0001-9115-4686 (external link), Shou, Yingxin ORCID: 0000-0002-7934-3158 (external link), Wang, Xia ORCID: 0000-0001-8657-1143 (external link) and Shi, Peng ORCID: 0000-0001-8218-586X (external link) (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

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

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

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

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

Zhang, Rui ORCID: 0000-0001-9418-0863 (external link), Xu, Bin ORCID: 0000-0001-9115-4686 (external link) and Shi, Peng ORCID: 0000-0001-8218-586X (external link) (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: 0000-0003-3636-6453 (external link), Du, Ke-Jing, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514 (external link), Kwong, Sam ORCID: 0000-0001-7484-7261 (external link), Gu, Tianlong and Zhang, Jun ORCID: 0000-0001-7835-9871 (external link) (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: 0000-0002-0269-2624 (external link), Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Wang, Hua ORCID: 0000-0002-8465-0996 (external link) and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link) (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)

Zhao, Li ORCID: 0000-0003-3536-3664 (external link) and Shi, Peng ORCID: 0000-0001-8218-586X (external link) (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: 0000-0001-8827-3991 (external link), Gong, Yue-Jiao ORCID: 0000-0002-5648-1160 (external link), Chen, Jia, Fang, Jun, Tan, Naiqiang, Ma, Nan, Li, Qun, Hua, Chai, Jeon, SW ORCID: 0000-0002-0199-2254 (external link) and Zhang, Jun ORCID: 0000-0003-4148-4294 (external link) (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: 0000-0003-3867-8557 (external link), Sun, Yuqing ORCID: 0000-0003-1260-6563 (external link), Zhang, Xin ORCID: 0000-0002-8970-9432 (external link) and Shi, Peng ORCID: 0000-0001-8218-586X (external link) (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: 0000-0002-2968-9804 (external link), Miao, Yuan ORCID: 0000-0002-6712-3465 (external link), 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: 0000-0001-7366-0841 (external link) and Islam, Sardar M. N ORCID: 0000-0001-9451-7390 (external link), 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: 0000-0003-0610-4006 (external link), Gao, Honghao ORCID: 0000-0001-6861-9684 (external link), Rabhi, Fethi ORCID: 0000-0001-8934-6259 (external link) and Martinez, Luis ORCID: 0000-0003-4245-8813 (external link), 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: 0000-0002-5933-6380 (external link) and Sharma, Himanshu, eds. (2024) Smart Cities: Power Electronics, Renewable Energy, and Internet of Things. CRC Press.

Book Section

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030 (external link), Siuly, Siuly ORCID: 0000-0003-2491-0546 (external link), De Cola, Maria Cristina and Wang, Hua ORCID: 0000-0002-8465-0996 (external link) (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: 0000-0001-7898-2030 (external link), Siuly, Siuly ORCID: 0000-0003-2491-0546 (external link) and Wang, Hua ORCID: 0000-0002-8465-0996 (external link) (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: 0000-0001-9451-7390 (external link) (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: 0009-0005-7275-5204 (external link), Luo, Daizhong ORCID: 0009-0005-1108-9084 (external link), Wang, Kate ORCID: 0000-0001-5208-1090 (external link) and Yin, Jiao ORCID: 0000-0002-0269-2624 (external link) (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: 0000-0002-3241-6444 (external link) 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: 0000-0001-7158-8575 (external link) and Shi, Peng ORCID: 0000-0001-8218-586X (external link) (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: 0000-0002-5933-6380 (external link) (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: 0009-0007-0517-173X (external link), Hong, Wei ORCID: 0000-0003-2833-9228 (external link), Yin, Jiao ORCID: 0000-0002-0269-2624 (external link), Wang, Hua ORCID: 0000-0002-8465-0996 (external link), Cao, Jinli ORCID: 0000-0002-0221-6361 (external link) and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (external link) (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: 0000-0002-7953-3736 (external link), Sun, Le ORCID: 0000-0002-4221-0327 (external link), Subramani, Sudha ORCID: 0000-0002-8102-0278 (external link) and Wang, Yilin ORCID: 0000-0001-8691-3019 (external link) (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: 0000-0001-7898-2030 (external link), Siuly, Siuly ORCID: 0000-0003-2491-0546 (external link) and Wang, Hua ORCID: 0000-0002-8465-0996 (external link) (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: 0000-0001-8289-3452 (external link), 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: 0000-0002-5955-6295 (external link) and Lin, Ying ORCID: 0000-0003-4141-1490 (external link) (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: 0000-0001-8289-3452 (external link), 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: 0000-0001-7835-9871 (external link), 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: 0000-0003-1974-3827 (external link) (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: 0000-0003-2610-0678 (external link), Ulhaq, Anwaar ORCID: 0000-0002-5145-7276 (external link), Paul, Manoranjan ORCID: 0000-0001-6870-5056 (external link), Horry, Michael J ORCID: 0000-0001-6691-9739 (external link), Chakraborty, Subrata ORCID: 0000-0002-0102-5424 (external link), Saha, Manas ORCID: 0000-0003-1677-9867 (external link), 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: 0000-0001-9451-7390 (external link) (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: 0000-0002-8862-1543 (external link), Aldana-Bernal, JC, Villate-Daza, D and Islam, Sardar M. N ORCID: 0000-0001-9451-7390 (external link) (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: 0000-0002-8465-0996 (external link) (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: 0000-0002-5094-5980 (external link), 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: 0000-0003-0610-4006 (external link), Merigó, Jose M ORCID: 0000-0002-4672-6961 (external link) and Bekhit, Mahmoud ORCID: 0000-0002-8115-4233 (external link) (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: 0000-0002-3226-388X (external link), 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: 0000-0002-2968-9804 (external link), 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: 0000-0001-9451-7390 (external link) (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: 0000-0001-9451-7390 (external link) (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: 0000-0003-3028-1408 (external link), 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: 0000-0001-9451-7390 (external link) 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: 0000-0003-3347-2381 (external link) 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: 0000-0003-0610-4006 (external link) 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: 0000-0002-7410-5951 (external link), Siuly, Siuly ORCID: 0000-0003-2491-0546 (external link), 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 (external link), Siuly, Siuly ORCID: 0000-0003-2491-0546 (external link), Ur Rehman, Ateeq and Wang, Hua ORCID: 0000-0002-8465-0996 (external link) (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: 0000-0001-9451-7390 (external link) (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: 0000-0001-9451-7390 (external link), 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: 0000-0001-9451-7390 (external link) (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: 0000-0002-5094-5980 (external link) (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: 0000-0002-8465-0996 (external link) (2019) Discriminative Regularization with Conditional Generative Adversarial Nets for Semi-Supervised Learning. In: IJCNN 2019, 14 Jul 2019 - 19 Jul 2019, Budapest, Hungary.

Yousefi, Ashkan, Ameri Sianaki, Omid ORCID: 0000-0001-8289-3452 (external link) 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: 0000-0001-7835-9871 (external link) (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.