4602. Artificial intelligence
| Title | 4602. Artificial intelligence |
|---|---|
| Parent | 46. Information and Computing Sciences |
Latest research outputs
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Yes, GenAI can make academic writing easier without making us less scholarly
Brownlie, Nicole. 2026. "Yes, GenAI can make academic writing easier without making us less scholarly." Times Higher Education (THE).Magazine
Reflection on Community-Diversified Influence Maximization in Social Networks
Li, Jianxin, Cai, Taotao, Ke, Deng, Sellis, Timos and Xia, Feng. 2026. "Reflection on Community-Diversified Influence Maximization in Social Networks." Information Systems. 136. https://doi.org/10.1016/j.is.2025.102630Notes or commentaries
Open set recognition of radar specific emitter based on adversarial reciprocal point learning
Zhang, Wenxu, An, Lin, Yang, Wencheng, Zhao, Zhongkai and Liu, Feiran. 2026. "Open set recognition of radar specific emitter based on adversarial reciprocal point learning." Signal Processing. 238. https://doi.org/10.1016/j.sigpro.2025.110137Article
Advancing DoA assessment through federated learning: A one-shot pseudo data approach
Schmierer, Thomas, Li, Tianning, Wu, Di and Li, Yan. 2025. "Advancing DoA assessment through federated learning: A one-shot pseudo data approach ." Neurocomputing. 634. https://doi.org/10.1016/j.neucom.2025.129812Article
Advanced Deep Learning for Speech Emotion Recognition: Enabling Emotion-aware Human-Machine Interaction
Rajapakshe, Thejan Jayaneetha. 2025. Advanced Deep Learning for Speech Emotion Recognition: Enabling Emotion-aware Human-Machine Interaction. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/10254xPhD by Publication
The Chance Set-Up on Pattern Discovery
Elnour, Ammar, Yang, Wencheng and Li, Yan. 2025. "The Chance Set-Up on Pattern Discovery." IEEE Open Journal of the Computer Society. 6, pp. 1741-1751. https://doi.org/10.1109/OJCS.2025.3623301Article
A Dense Pyramid Convolutional Neural Network for MRI Brain Tumor Segmentation
Xiong, Wei, Song, Haina, Xie, Honggang and Li, Yan. 2025. "A Dense Pyramid Convolutional Neural Network for MRI Brain Tumor Segmentation." Journal of Supercomputing. 81. https://doi.org/10.1007/s11227-025-07805-7Article
Enhancing credit card fraud detection with a stacking-based hybrid machine learning approach
Btoush, Eyad Abdel Latif Marazqah, Zhou, Xujuan, Gururajan, Raj, Chan, Ka Ching and Alsodi, Omar. 2025. "Enhancing credit card fraud detection with a stacking-based hybrid machine learning approach." PeerJ Computer Science. 11. https://doi.org/10.7717/peerj-cs.3007Article
LG-Umer: UNet-like Network Integrate Local-Global Feature with Novel Attention for Road Extraction from Remote Sensing Images
Niu, Penghui, Cai, Taotao, Zhang, Yajuan, Zhang, Ping, Xu, Wenjia, Gu, Junhua and Han, Jungong. 2025. "LG-Umer: UNet-like Network Integrate Local-Global Feature with Novel Attention for Road Extraction from Remote Sensing Images." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18, pp. 21755-21768. https://doi.org/10.1109/JSTARS.2025.3573735Article
AI-generated content in cross-domain applications: Research trends, challenges and propositions
Li, Jianxin, Qu, Liang, Cai, Taotao, Zhao, Zhixue, Hasan, Nur Al Hasan, Krishna, Aneesh, Kong, Xiangjie, Macau, Flavio Romero, Chakraborty, Tanmoy, Deroy, Aniket, Lin, Binshan, Blackmore, Karen, Noman, Nasimul, Cheng, Jingxian, Cui, Ningning and Xu, Jianliang. 2025. "AI-generated content in cross-domain applications: Research trends, challenges and propositions." Knowledge-Based Systems. 330 (Part B). https://doi.org/10.1016/j.knosys.2025.114634Article
Personalized Short-Term and Periodic Long-Term Preferences Modeling With Contrastive Learning for Next POI Recommendation
Li, Mo, Zhao, Zhaosong, Ma, Mingyang, Ding, Linlin and Cai, Taotao. 2025. "Personalized Short-Term and Periodic Long-Term Preferences Modeling With Contrastive Learning for Next POI Recommendation." IEEE Transactions on Computational Social Systems. https://doi.org/10.1109/TCSS.2025.3623134Article
A Deep Hybrid CNNDBiLSTM Model for Short-Term Wind Speed Forecasting in Wind-Rich Regions of Tasmania, Australia
Neupane, Ananta, Raj, Nawin and Deo, Ravinesh. 2025. "A Deep Hybrid CNNDBiLSTM Model for Short-Term Wind Speed Forecasting in Wind-Rich Regions of Tasmania, Australia." Energies. 18 (24). https://doi.org/10.3390/en18246390Article
Representation learning with parameterised quantum circuits for advancing speech emotion recognition
Rajapakshe, Thejan, Rana, Rajib, Riaz, Farina, Khalifa, Sara and Schuller, Björn W.. 2025. "Representation learning with parameterised quantum circuits for advancing speech emotion recognition." Scientific Reports. 15. https://doi.org/10.1038/s41598-025-27871-4Article
Redefining integrity in the context of generative artificial intelligence (GenAI) in higher education: What are students saying?
Slade, Christine, Matthews, Kelly, Chung, Jennifer, Liang, Yifei and Oberg, Glenys. 2025. "Redefining integrity in the context of generative artificial intelligence (GenAI) in higher education: What are students saying?" 47th Higher Education Research and Development Society of Australasia Annual Conference(HERDSA 2025). Perth, Australia 07 - 10 Jul 2025Presentation
Time, emotions and moral judgements: how university students position GenAI within their study
Bearman, Margaret, Fawns, T., Corbin, T., Henderson, M., Liang, Y., Oberg, G., Walton, J. and Matthews, K. E.. 2025. "Time, emotions and moral judgements: how university students position GenAI within their study." Higher Education Research and Development. https://doi.org/10.1080/07294360.2025.2580616Article
Deep Graph Clustering With Triple Fusion Mechanism for Community Detection
Ma, Yuanchi, Shi, Kaize, Peng, Xueping, He, Hui, Zhang, Peng, Liu, Jinyan, Lei, Zhongxiang and Niu, Zhendong. 2025. "Deep Graph Clustering With Triple Fusion Mechanism for Community Detection." IEEE Transactions on Computational Social Systems. 12 (4), pp. 1743-1758. https://doi.org/10.1109/TCSS.2024.3478351Article
Quantum deep learning in neuroinformatics: a systematic review
Orka, Nabil Anan, Awal, Md Abdul, Liò, Pietro, Pogrebna, Ganna, Ross, Allen G and Moni, Mohammad Ali. 2025. "Quantum deep learning in neuroinformatics: a systematic review." Artificial Intelligence Review: an international survey and tutorial journal. 58 (5). https://doi.org/10.1007/s10462-025-11136-7Article
HepNet: Deep neural network for classification of early-stage hepatic steatosis using microwave signals
Hasan, Sazid, Brankovic, Aida, Awal, Md Abdul, Rezaeieh, Sasan Ahdi, Keating, Shelley E., Abbosh, Amin M. and Zamani, Ali. 2025. "HepNet: Deep neural network for classification of early-stage hepatic steatosis using microwave signals." IEEE Journal of Biomedical and Health Informatics. 29 (1), pp. 142-151. https://doi.org/10.1109/JBHI.2024.3489626Article
Multi-intersection traffic signal control based on dynamic spatiotemporal memory enhanced learning
Ye, Bao-Lin, Wu, Peng, Li, Lingxi, Wu, Weimin, Song, Bo and Zhang, Xianchao. 2025. "Multi-intersection traffic signal control based on dynamic spatiotemporal memory enhanced learning ." Control Engineering Practice. 165. https://doi.org/10.1016/j.conengprac.2025.106606Article
Advancing long-term precipitation pattern forecasting in Atlantic Canada using successive variational mode decomposition, recursive LSTM, and graph-based feature selection
Jamei, Mehdi, Ali, Mumtaz, Karbasi, Masoud, Farooque, Aitazaz A., Cheema, Saad Javed, Randhawa, Gurjit S., Habib Gilani, Syed Zubair and Yaseen, Zaher Mundher. 2025. "Advancing long-term precipitation pattern forecasting in Atlantic Canada using successive variational mode decomposition, recursive LSTM, and graph-based feature selection." Ecological Informatics. 92. https://doi.org/10.1016/j.ecoinf.2025.103468Article
Digital public intelligence: Fuelling AI adoption across MSMEs in India
Iyer, Raghunathan. 2025. Digital public intelligence: Fuelling AI adoption across MSMEs in India. Doctorate other than PhD Doctor of Business Administration. University of Southern Queensland. https://doi.org/10.26192/zzywxDoctorate other than PhD
Advancing Federated Learning: A Systematic Literature Review of Methods, Challenges, and Applications
Sana, Tamanna Zubair, Abdulla, Shahab, Nag, Anindya, Das, Ayontika, Hassan, Md. Mehedi, Fiza, Zoya Zubairi, Karim, Asif and Kabir, Sheikh Ridwan Raihan. 2025. "Advancing Federated Learning: A Systematic Literature Review of Methods, Challenges, and Applications ." IEEE Access. 13, pp. 153817-153844. https://doi.org/10.1109/ACCESS.2025.3605165Article
Predicting Sea-Level Extremes and Wetland Change in the Maroochy River Floodplain Using Remote Sensing and Deep Learning Approach
Raj, Nawin, Singh, Niharika, Downs, Nathan and Singh-Peterson, Lila. 2025. "Predicting Sea-Level Extremes and Wetland Change in the Maroochy River Floodplain Using Remote Sensing and Deep Learning Approach." Remote Sensing. 17 (17). https://doi.org/10.3390/rs17172988Article
Improving Dry-Bulb Air Temperature Prediction Using a Hybrid Model Integrating Genetic Algorithms with a Fourier–Bessel Series Expansion-Based LSTM Model
Alabdally, Hussein, Ali, Mumtaz, Diykh, Mohammad, Deo, Ravinesh C., Aldhafeeri, Anwar Ali, Abdulla, Shahab and Farooque, Aitazaz Ahsan. 2025. "Improving Dry-Bulb Air Temperature Prediction Using a Hybrid Model Integrating Genetic Algorithms with a Fourier–Bessel Series Expansion-Based LSTM Model." Forecasting. 7 (3). https://doi.org/10.3390/forecast7030046Article
FedVGM: Enhancing Federated Learning Performance on Multi-Dataset Medical Images with XAI
Tahosin, Mst. Sazia, Sheakh, Md. Alif, Alam, Mohammad Jahangir, Hassan, Md. Mehedi, Bairagi, Anupam Kumar, Abdulla, Shahab, Alshathri, Samah and El-Shafai, Walid. 2025. "FedVGM: Enhancing Federated Learning Performance on Multi-Dataset Medical Images with XAI." IEEE Journal of Biomedical and Health Informatics. https://doi.org/10.1109/JBHI.2025.3600361Article
eXplainable expert systems for potato tuber yield prediction in the Maritime provinces of Canada
Jamei, Mehdi, Farooque, Aitazaz Ahsan, Ali, Mumtaz, Karbasi, Masoud, Afzaal, Hassan, Cheema, Saad Javed, Zaman, Qamar Uz, Woon, Kok Sin and Sheridan, Paul. 2025. "eXplainable expert systems for potato tuber yield prediction in the Maritime provinces of Canada." Computers and Electronics in Agriculture. 238. https://doi.org/10.1016/j.compag.2025.110831Article
Unlocking the Future of Swallowing Diagnostics: How Artificial Intelligence is Changing the Landscape for Speech Pathology
Girardi, Anna, Cardell, Elizabeth and Bird, Stephen. 2025. "Unlocking the Future of Swallowing Diagnostics: How Artificial Intelligence is Changing the Landscape for Speech Pathology ." 16th National Allied Health Conference . Adelaide, Australia 11 - 14 Aug 2025 Australia.Other
DMPat-based SOXFE: investigations of the violence detection using EEG signals
Yildirim, Kubra, Keles, Tugce, Dogan, Sengul, Tuncer, Turker, Tasci, Irem, Hafeez-Baig, Abdul, Barua, Prabal Datta and Acharya, U. R.. 2025. "DMPat-based SOXFE: investigations of the violence detection using EEG signals ." Cognitive Neurodynamics. 19. https://doi.org/10.1007/s11571-025-10266-6Article
Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing
Zhao, Zecheng, Chen, Zhi, Huang, Zi, Sadiq, Shazia and Chen, Tong. 2025. "Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing." 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '25). Padua, Italy 13 - 18 Jul 2025 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3726302.3729936Paper
DoA Assessment Based on EEG DFA and Entropy Features
Chen, Xing, Song, Bo and Wen, Peng. 2025. "DoA Assessment Based on EEG DFA and Entropy Features." Brain Informatics 2024. Bangkok Singapore. Springer. https://doi.org/10.1007/978-981-96-3297-8_6Paper
A Trajectory Planning and Tracking Method Based on Deep Hierarchical Reinforcement Learning
Zhang, Jiajie, Ye, Bao-Lin, Wang, Xin, Li, Lingxi and Song, Bo. 2025. "A Trajectory Planning and Tracking Method Based on Deep Hierarchical Reinforcement Learning." Journal of Intelligent and Connected Vehicles. 8 (2). https://doi.org/10.26599/JICV.2025.9210056Article
Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation
Yu, Zhiqi, Liao, Zhichao, Li, Jingjing, Chen, Zhi and Zhu, Lei. 2025. "Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation." 39th AAAI Conference on Artificial Intelligence (AAAI 2025). Philadelphia, Pennsylvania, United States 25 Feb - 04 Mar 2025 United States. Association for the Advancement of Artificial Intelligence (AAAI). https://doi.org/10.1609/aaai.v39i21.34380Paper
Deep learning model inversion attacks and defenses: a comprehensive survey
Yang, Wencheng, Wang, Song, Wu, Di, Cai, Taotao, Zhu, Yanming, Wei, Shicheng, Zhang, Yiying, Yang, Xu, Tang, Zhaohui and Li, Yan. 2025. "Deep learning model inversion attacks and defenses: a comprehensive survey." Artificial Intelligence Review: an international survey and tutorial journal. 58 (8). https://doi.org/10.1007/s10462-025-11248-0Article
Spectrogram-based Deep Learning Approach for Anomaly Detection from Cough Sounds
Keles, Tugce, Dogan, Sengul, Hafeez-Baig, Abdul and Tuncer, Turker. 2025. "Spectrogram-based Deep Learning Approach for Anomaly Detection from Cough Sounds." International Journal of Information Technology and Computer Science (IJITCS). 17 (3), pp. 1-12. https://doi.org/10.5815/ijitcs.2025.03.01Article
Towards auditing gradient privacy risks in image reconstruction attacks on deep learning models
Huang, Tao, Shi, Xin, Huang, Qingyu, Chen, Ziyang, Jiang, Liang, Wu, Chenhuang, Zheng, Guolong, Yang, Xu and Yang, Wencheng. 2025. "Towards auditing gradient privacy risks in image reconstruction attacks on deep learning models." Discover Computing. 28 (1). https://doi.org/10.1007/s10791-025-09551-zArticle
MuRAt-CAP-Net: A novel multi-input residual attention network for automated detection of A-phases and subtypes in cyclic alternating patterns
Yaman, Suleyman, Güler, Hasan, Sengur, Abdulkadir, Hafeez-Baig, Abdul and Acharya, U. Rajendra. 2025. "MuRAt-CAP-Net: A novel multi-input residual attention network for automated detection of A-phases and subtypes in cyclic alternating patterns." Biomedical Signal Processing and Control. 110 (Part A). https://doi.org/10.1016/j.bspc.2025.108221Article
Exploring Causal Learning Through Graph Neural Networks: An In-Depth Review
Job, Simi, Tao, Xiaohui, Cai, Taotao, Xie, Haoran, Li, Lin, Li, Qing and Yong, J.Jianming. 2025. "Exploring Causal Learning Through Graph Neural Networks: An In-Depth Review." WIREs Data Mining and Knowledge Discovery. 15 (2). https://doi.org/10.1002/widm.70024Article
AirQuaNet: A Convolutional Neural Network Model With Multi-Scale Feature Learning and Attention Mechanisms for Air Quality-Based Health Impact Prediction
Chadalavada, Sreeni, Yaman, Suleyman, Sengur, Abdulkadir, Deo, Ravinesh C., Hafeez-Baig, Abdul, Kolbe-Alexander, Tracy, Sampathila, Niranjana and Acharya, U. Rajendra. 2025. "AirQuaNet: A Convolutional Neural Network Model With Multi-Scale Feature Learning and Attention Mechanisms for Air Quality-Based Health Impact Prediction." IEEE Access. 13, pp. 96261-96276. https://doi.org/10.1109/ACCESS.2025.3574722Article
Using Machine Learning to Detect Vault (Anti-Forensic) Apps
Johnstone, Michael N., Yang, Wencheng and Ahmad, Mohiuddin. 2025. "Using Machine Learning to Detect Vault (Anti-Forensic) Apps." Future Internet. 17 (5). https://doi.org/10.3390/fi17050186Article
Advancing Alzheimer's Disease Detection: A Novel Convolutional Neural Network based framework Leveraging EEG Data and Segment Length Analysis
Tawhid, Md Nurul Ahad, Siuly, Siuly, Kabir, Enamul and Li, Yan. 2025. "Advancing Alzheimer's Disease Detection: A Novel Convolutional Neural Network based framework Leveraging EEG Data and Segment Length Analysis." Brain Informatics. 12. https://doi.org/10.1186/s40708-025-00260-3Article
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460201. Artificial life and complex adaptive systems
460202. Autonomous agents and multiagent systems
460203. Evolutionary computation
460206. Knowledge representation and reasoning
460207. Modelling and simulation
460208. Natural language processing
460209. Planning and decision making