4611 Machine learning

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Number of items at this level: 88.

Article

Aldahiri, Amani, Alrashed, Bashair ORCID: 0000-0002-7393-5355 and Hussain, Walayat ORCID: 0000-0003-0610-4006 (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 (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, TA ORCID: 0000-0002-5244-7862, Islam, Sardar M. N ORCID: 0000-0001-9451-7390 and Gunupudi, N ORCID: 0000-0001-6330-0324 (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, Xi, Zhou, Xiangmin ORCID: 0000-0002-1302-818X, Chan, Jeffrey, Chen, Lei ORCID: 0000-0002-8257-5806, Sellis, Timos ORCID: 0000-0002-9067-5639 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2022) Complex event summarization using multi-social attribute correlation. IEEE Transactions on Knowledge and Data Engineering. pp. 1-16. ISSN 1041-4347

Cui, L, Zhao, X, Liu, L, Yu, H and Miao, Yuan ORCID: 0000-0002-6712-3465 (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, 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, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2021) Neighbor-aware review helpfulness prediction. Decision Support Systems, 148. ISSN 0167-9236 (In Press)

Ejaz, K ORCID: 0000-0001-8129-5653, Rahim, MSM, Bajwa, UI, Chaudhry, Huma ORCID: 0000-0002-3324-228X, Rehman, A ORCID: 0000-0002-3817-2655 and Ejaz, F (2021) Hybrid segmentation method with confidence region detection for tumor identification. IEEE Access, 9. pp. 35256-35278. ISSN 2169-3536

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

Fahd, K, Venkatraman, S, Miah, Md Shah Jahan M ORCID: 0000-0002-3783-8769 and Ahmed, Khandakar ORCID: 0000-0003-1043-2029 (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

Guan, C ORCID: 0000-0003-3760-2526, Fei, Z ORCID: 0000-0003-4178-932X, Karimi, HR ORCID: 0000-0001-7629-3266 and Shi, Peng ORCID: 0000-0001-8218-586X (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, Yu, Keping ORCID: 0000-0001-5735-2507, Konstantin, Konstantin ORCID: 0000-0003-2744-7489, Mumtaz, Mumtaz ORCID: 0000-0001-6364-6149, Wei, Wei ORCID: 0000-0002-7566-2995, Shi, Peng ORCID: 0000-0001-8218-586X and Rodrigues, Joel ORCID: 0000-0001-8657-3800 (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

He, X ORCID: 0000-0003-2675-4508, Ahn, CK ORCID: 0000-0003-0993-9658 and Shi, Peng ORCID: 0000-0001-8218-586X (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, Chakraborty, Subrata ORCID: 0000-0002-0102-5424, Pradhan, Biswajeet ORCID: 0000-0001-9863-2054, Paul, Manoranjan ORCID: 0000-0001-6870-5056, Gomes, Douglas Pinto Sampaio, Ul-Haq, Anwaar ORCID: 0000-0002-5145-7276 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

Hussain, Walayat ORCID: 0000-0003-0610-4006, Hussain, Farookh, Saberi, Morteza, Hussain, Omar Khadeer ORCID: 0000-0002-5738-6560 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 (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, Kian, Azadeh ORCID: 0000-0003-1724-790X and Begg, Rezaul ORCID: 0000-0002-3195-8591 (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, Bharti, Pawan Kumar and Muduli, Kamalakanta ORCID: 0000-0002-4245-9149 (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, Ghazi, Bilal and Robinson, Randall ORCID: 0000-0001-8425-0709 (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, 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, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wang, Hua ORCID: 0000-0002-8465-0996 (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, Tang, Yong ORCID: 0000-0002-9625-8828, Tang, Zhikang ORCID: 0000-0002-8276-3508, Cao, Jinli ORCID: 0000-0002-0221-6361 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2021) Motif-based embedding label propagation algorithm for community detection. International Journal of Intelligent Systems, 37 (3). pp. 1880-1902. ISSN 0884-8173

Liu, Jia ORCID: 0000-0003-4284-2313, Chen, Yuanfang, Islam, Sardar M. N ORCID: 0000-0001-9451-7390 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

Meddage, DPP, Ekanayake, Imesh Udara, Herath, Sumudu, Gobirahavan, R, Muttil, Nitin ORCID: 0000-0001-7758-8365 and Rathnayake, Upaka ORCID: 0000-0002-7341-9078 (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, Izadyar, Nima ORCID: 0000-0002-2487-5915, 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 (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 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, Shi, Liangsheng ORCID: 0000-0003-0446-0488, Ali, Shoaib ORCID: 0000-0002-6377-6610, Wang, Xi, Zafar, Zeeshan ORCID: 0000-0002-1575-9242, Afzal, Zeeshan and Tariq, Muhammad Atiq Ur Rehman ORCID: 0000-0002-0226-7310 (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 and Shi, Peng ORCID: 0000-0001-8218-586X (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 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

Sarki, Rubina ORCID: 0000-0001-5018-9567, Ahmed, Khandakar ORCID: 0000-0003-1043-2029, Wang, Hua ORCID: 0000-0002-8465-0996, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Ma, Jiangang ORCID: 0000-0002-8449-7610 and Wang, Kate ORCID: 0000-0001-5208-1090 (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, Ahmed, Khandakar ORCID: 0000-0003-1043-2029, Wang, Hua ORCID: 0000-0002-8465-0996, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Wang, K ORCID: 0000-0001-5208-1090 (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, Abid, Muhammad, Aslam, Muhammad Naeem, Hassan, Shahzal, Sarwar, Muhammad Kaleem, Masood, Amjad, Shahid, Muhammad Laiq Ur Rahman ORCID: 0000-0002-5223-4744, Zainab, Atiba and Tariq, Muhammad Atiq Ur Rehman ORCID: 0000-0002-0226-7310 (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, Shi, Peng ORCID: 0000-0001-8218-586X, Agarwal, Ramesh K ORCID: 0000-0002-9642-1023 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, Guo, Yanhui ORCID: 0000-0003-1814-9682, Alcin, OF, Li, Y, Wen, Peng 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

Stavropoulos, Vasileios ORCID: 0000-0001-6964-4662, Zarate, Daniel ORCID: 0000-0002-1508-8637, Prokofieva, Maria ORCID: 0000-0003-1974-3827, Van de Berg, Noirin, Karimi, Leila ORCID: 0000-0003-2364-504X, Alesi, Angela Gorman, Richards, Michaella, Bennet, Soula and Griffiths, Mark ORCID: 0000-0001-8880-6524 (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

Supriya, Supriya ORCID: 0000-0002-3124-1187, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 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: 0000-0002-3124-1187, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 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: 0000-0002-6100-4895, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Li, Tianning ORCID: 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: 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: 0000-0002-5126-5979, Seyedmahmoudian, Mehdi, Jamei, Elmira ORCID: 0000-0002-4270-0326, Horan, Ben ORCID: 0000-0002-6723-259X, Mekhilef, Saad ORCID: 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: 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: 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

Xu, Bin ORCID: 0000-0001-9115-4686, Shou, Yingxin ORCID: 0000-0002-7934-3158, Wang, Xia ORCID: 0000-0001-8657-1143 and Shi, Peng ORCID: 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

Yin, XX ORCID: 0000-0002-1930-6451, Miao, Yuan ORCID: 0000-0002-6712-3465 and Zhang, Yanchun ORCID: 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: 0000-0002-1508-8637, Ball, Michelle ORCID: 0000-0002-4056-6178, Prokofieva, Maria ORCID: 0000-0003-1974-3827, Kostakos, Vassilis and Stavropoulos, Vasileios ORCID: 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: 0000-0003-3406-8954, Sun, Hao, Shi, Peng ORCID: 0000-0001-8218-586X and Minchala, Luis Ismael ORCID: 0000-0003-0822-0705 (2022) A Novel Electronic Chip Detection Method Using Deep Neural Networks. Machines, 10 (5). ISSN 2075-1702

Zhang, Rui ORCID: 0000-0001-9418-0863, Xu, Bin ORCID: 0000-0001-9115-4686 and Shi, Peng ORCID: 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: 0000-0003-3636-6453, Du, Ke-Jing, Zhan, Zhi-Hui ORCID: 0000-0003-0862-0514, Kwong, Sam ORCID: 0000-0001-7484-7261, Gu, Tian-Long and Zhang, Jun ORCID: 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

Zhao, Li ORCID: 0000-0003-3536-3664 and Shi, Peng ORCID: 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, W ORCID: 0000-0003-3867-8557, Sun, Yuqing ORCID: 0000-0003-1260-6563, Zhang, Xin ORCID: 0000-0002-8970-9432 and Shi, Peng ORCID: 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

Book

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

Book Section

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546, De Cola, Maria Cristina and Wang, Hua ORCID: 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: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wang, Hua ORCID: 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.

Shao, Shuyi, Chen, Mou ORCID: 0000-0001-7158-8575 and Shi, Peng ORCID: 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.

Xu, Tianbo ORCID: 0000-0002-7953-3736, Sun, Le ORCID: 0000-0002-4221-0327, Subramani, Sudha ORCID: 0000-0002-8102-0278 and Wang, Yilin ORCID: 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: 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.

Ameri Sianaki, Omid ORCID: 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: 0000-0002-5955-6295 and Lin, Ying ORCID: 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: 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: 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.

Ghahremani, Atousa and Prokofieva, Maria ORCID: 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.

Gupta, Eeshite, Verma, Devansh, Bhardwaj, Shivam and Islam, Sardar M. N ORCID: 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: 0000-0002-8862-1543, Aldana-Bernal, JC, Villate-Daza, D and Islam, Sardar M. N ORCID: 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: 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: 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: 0000-0003-0610-4006, Merigó, Jose M ORCID: 0000-0002-4672-6961 and Bekhit, Mahmoud ORCID: 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.

Marapelli, B, Carie, A and Islam, Sardar M. N ORCID: 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: 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: 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: 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.

Raza, Muhammad Raheel, Hussain, Walayat ORCID: 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: 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.

Sin, Audrey, Islam, Sardar ORCID: 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: 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, 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, 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, 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.

Yousefi, Ashkan, Ameri Sianaki, Omid ORCID: 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: 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.

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.