46. Information and Computing Sciences
| Title | 46. Information and Computing Sciences |
|---|---|
| Parent | ANZSRC Field of Research |
Latest research outputs
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Partial Selection of Software Requirements: A Fuzzy Method
Mougouei, Davoud, Mougouei, Elahe and Powers, David M. W.. 2021. "Partial Selection of Software Requirements: A Fuzzy Method." International Journal of Fuzzy Systems. 23 (7), pp. 2067-2079. https://doi.org/10.1007/s40815-021-01093-yArticle
Secret sharing-based IoT text data outsourcing: a secure and efficient scheme
Tang, Zhaohui. 2021. "Secret sharing-based IoT text data outsourcing: a secure and efficient scheme." IEEE Access. 9, pp. 76908 -76920. https://doi.org/10.1109/ACCESS.2021.3075282Article
Using competitions to enhance researcher’s knowledge of copyright in practice
Bremner, Margaret and Sherwin, Leonie. 2021. "Using competitions to enhance researcher’s knowledge of copyright in practice." 28th Postgraduate and Early Career Researcher GroupResearch Symposium. Australia 26 - 26 Nov 2021 Toowoomba, Australia.Presentation
Flight instrument monitoring: the effect of crew resource management and unexpected events on monitoring performance
Oliver, Craig Nathan. 2021. Flight instrument monitoring: the effect of crew resource management and unexpected events on monitoring performance. PhD Thesis Doctor of Philosophy. University of Southern Queensland.PhD Thesis
A Novel Permutation Entropy-Based EEG Channel Selection for Improving Epileptic Seizure Prediction
Ra, Jee S., Li, Tianning and Li, Yan. 2021. "A Novel Permutation Entropy-Based EEG Channel Selection for Improving Epileptic Seizure Prediction." Sensors. 21 (23). https://doi.org/10.3390/s21237972Article
Using the UN SDGs to contextualise the impact of library services
Gunton, Lyndelle and O'Sullivan, Carmel. 2021. "Using the UN SDGs to contextualise the impact of library services." CAVAL Research and Information Group (CRIG) Seminar 2021: Creativity Out of Uncertainty. Bundoora, Australia 09 - 12 Nov 2021 Bundoora, Vic, Australia.Keynote
An Overview of Ontologies and Tool Support for COVID-19 Analytics
Ahmad, Aakash, Bandara, Madhushi, Fahmideh, Mahdi, Proper, Henderik A., Guizzardi, Giancarlo and Soar, Jeffrey. 2021. "An Overview of Ontologies and Tool Support for COVID-19 Analytics." 2021 IEEE 25th International Enterprise Distributed Object Computing Workshop (EDOCW). Gold Coast, Australia 25 Oct 2021 United States. https://doi.org/10.1109/EDOCW52865.2021.00026Paper
Full series algorithm of automatic building extraction and modelling from LiDAR data
Tarsha Kurdi, Fayez, Gharineiat, Zahra, Campbell, Glenn, Dey, Emon Kumar and Awrangjeb, Mohammad. 2021. "Full series algorithm of automatic building extraction and modelling from LiDAR data." Zhou, Jun, Salvado, Olivier, Sohel, Ferdous, Borges, Paulo and Wang, Shilin (ed.) 2021 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2021). Gold Coast, Australia 29 Nov - 01 Dec 2021 United States.Paper
Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images
Bargshady, Ghazal, Zhou, Xujuan, Barua, Prabal Datta, Gururajan, Raj, Li, Yuefeng and Acharya, U. Rajendra. 2022. "Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images." Pattern Recognition Letters. 153, pp. 67-74. https://doi.org/10.1016/j.patrec.2021.11.020Article
With seemingly endless data storage at our fingertips, ‘digital hoarding’ could be an increasing problem
Sedera, Darshana and Lokuge, Sachithra. 2022. "With seemingly endless data storage at our fingertips, ‘digital hoarding’ could be an increasing problem." The Conversation.Blog
Innovation ecosystem map for the Australian Trade and Investment Commission (Austrade)
Renando, CHad. 2022. Innovation ecosystem map for the Australian Trade and Investment Commission (Austrade).Software
Robust cross-network node classification via constrained graph mutual information
Yang, Shuiqiao, Cai, Borui, Cai, Taotao, Song, Xiangyu, Jiang, Jiaojiao, Li, Bing and Li, Jianxin. 2022. "Robust cross-network node classification via constrained graph mutual information." Knowledge-Based Systems. 257. https://doi.org/10.1016/j.knosys.2022.109852Article
A survey on deep learning based knowledge tracing
Song, Xiangyu, Li, Jianxin, Cai, Taotao, Yang, Shuiqiao, Yang, Tingting and Liu, Chengfei. 2022. "A survey on deep learning based knowledge tracing." Knowledge-Based Systems. 258. https://doi.org/10.1016/j.knosys.2022.110036Article
Target-Aware Holistic Influence Maximization in Spatial Social Networks
Cai, Taotao, Li, Jianxin, Mian, Ajmal, Li, Rong-Hua, Sellis, Timos and Yu, Jeffrey Xu. 2022. "Target-Aware Holistic Influence Maximization in Spatial Social Networks ." IEEE Transactions on Knowledge and Data Engineering. 34 (4), pp. 1993-2007. https://doi.org/10.1109/TKDE.2020.3003047Article
Test record 2022
Callow, M.. 2022. "Test record 2022." PLoS One.Article
Distant Supervision for E-commerce Query Segmentation via Attention Network
Li, Zhao, Ding, Donghui, Zou, Pengcheng, Gong, Yu, Chen, Xi, Zhang, Ji, Gao, Jianliang, Wu, Youxi and Duan, Yucong. 2022. "Distant Supervision for E-commerce Query Segmentation via Attention Network." Gao, Honghao, Kim, Jung Yoon, Hussain, Walayat, Iqbal, Muddesar and Duan, Yucong (ed.) Intelligent Processing Practices and Tools for E-Commerce Data, Information, and Knowledge. Switzerland . Springer. pp. 3-19Edited book (chapter)
A Deep Learning Framework for Removing Bias from Single-Photon Emission Computerized Tomography
Ying, Josh Jia-Ching, Yang, Wan-Ju, Zhang, Ji, Ni, Yu-Ching, Lin, Chia-Yu, Tseng, Fan-Pin and Tao, Xiaohui. 2022. "A Deep Learning Framework for Removing Bias from Single-Photon Emission Computerized Tomography." 18th International Conference on Advanced Data Mining and Applications (ADMA 2022). Brisbane, Australia 28 - 30 Nov 2022 Switzerland. https://doi.org/10.1007/978-3-031-22064-7_21Paper
Enhanced Simple Question Answering with Contrastive Learning
Wang, Xin, Yang, Lan, He, Honglian, Fang, Yu, Zhan, Huayi and Zhang, Ji. 2022. "Enhanced Simple Question Answering with Contrastive Learning." 15th International Conference on Knowledge Science, Engineering and Management (KSEM 2022). Singapore 06 - 08 Aug 2022 Switzerland . Springer. https://doi.org/10.1007/978-3-031-10983-6_39Paper
Towards Efficient Discovery of Periodic-Frequent Patterns in Dense Temporal Databases Using Complements
Veena, P., Sreepada, Tarun, Kiran, R. Uday, Dao, Minh-Son, Zettsu, Koji, Watanobe, Yutaka and Zhang, Ji. 2022. "Towards Efficient Discovery of Periodic-Frequent Patterns in Dense Temporal Databases Using Complements." 33rd International Conference on Database and Expert Systems Applications (DEXA 2022). Vienna, Austria 22 - 24 Aug 2022 Switzerland . Springer. https://doi.org/10.1007/978-3-031-12426-6_16Paper
Educational Decision Support System Adopting Sentiment Analysis on Student Feedback
Shaik, Thanveer, Tao, Xiaohui, Dann, Chris, Quadrelli, Carol, Li, Yan and O’Neill, Shirley. 2022. "Educational Decision Support System Adopting Sentiment Analysis on Student Feedback." 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). Niagara Falls, Canada 17 - 20 Nov 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/WI-IAT55865.2022.00062Paper
Effective and Robust Boundary-Based Outlier Detection Using Generative Adversarial Networks
Liang, Qiliang, Zhang, Ji, Bah, Mohamed Jaward, Li, Hongzhou, Chang, Liang and Kiran, Rage Uday. 2022. "Effective and Robust Boundary-Based Outlier Detection Using Generative Adversarial Networks." 33rd International Conference on Database and Expert Systems Applications (DEXA 2022). Vienna, Austria 22 - 24 Aug 2022 Switzerland. Springer. https://doi.org/10.1007/978-3-031-12426-6_14Paper
Logit Perturbation
Li, Mengyang, Su, Fengguang, Wu, Ou and Zhang, Ji. 2022. "Logit Perturbation." 36th AAAI Conference on Artificial Intelligence (AAAI 2022). 22 Feb - 01 Mar 2022 United Sates. https://doi.org/10.1609/aaai.v36i2.20024Paper
Embracing iterations in Quantum software: a vision
Khan, Arif Ali, Fahmideh, Mahdi, Ahmad, Aakash, Waseem, Muhammad, Niazi, Mahmood, Lahtinen, Valtteri and Mikkonen, Tommi. 2022. "Embracing iterations in Quantum software: a vision." 1st International Workshop on Quantum Programming for Software Engineering (QP4SE 2022). Singapore 18 - 18 Nov 2022 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3549036.3562057Paper
Ethics of AI: A Systematic Literature Review of Principles and Challenges
Khan, Arif Ali, Badshah, Sher, Liang, Peng, Waseem, Muhammad, Khan, Bilal, Ahmad, Aakash, Fahmideh, Mahdi, Niazi, Mahmood and Akbar, Muhammad Azeem. 2022. "Ethics of AI: A Systematic Literature Review of Principles and Challenges." 26th International Conference on Evaluation and Assessment in Software Engineering (EASE 2022). Gothenburg, Sweden 13 - 15 Jun 2022 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3530019.3531329Paper
Skeleton-Based Mutual Action Recognition Using Interactive Skeleton Graph and Joint Attention
Jia, Xiangze, Zhang, Ji, Wang, Zhen, Luo, Yonglong, Chen, Fulong and Yang, Gaoming. 2022. "Skeleton-Based Mutual Action Recognition Using Interactive Skeleton Graph and Joint Attention." 33rd International Conference on Database and Expert Systems Applications (DEXA 2022). Vienna, Austria 22 - 24 Aug 2022 Switzerland . Springer. https://doi.org/10.1007/978-3-031-12426-6_9Paper
JointContrast: Skeleton-Based Mutual Action Recognition with Contrastive Learning
Jia, Xiangze, Zhang, Ji, Wang, Zhen, Luo, Yonglong, Chen, Fulong and Xiao, Jing. 2022. "JointContrast: Skeleton-Based Mutual Action Recognition with Contrastive Learning." 19th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2022). Shanghai, China 10 - 13 Nov 2022 Switzerland . Springer. https://doi.org/10.1007/978-3-031-20868-3_35Paper
Automated Knowledge Graph Construction for Healthcare Domain
Jaworsky, Markian, Tao, Xiaohui, Yong, Jianming, Pan, Lei, Zhang, Ji and Pokhrel, Shiva. 2022. "Automated Knowledge Graph Construction for Healthcare Domain." 11th International Conference on Health Information Science (HIS 2022). Biarritz, France 28 - 30 Oct 2022 Switzerland . https://doi.org/10.1007/978-3-031-20627-6_24Paper
TAGCN: Typed Attention Graph Convolutional Networks for Entity Alignment in Cross-lingual Knowledge Graphs
Gao, Jianliang, Li, Zhao, Xiong, Fan, Liu, Xiangyue, Xiao, Jie, Wang, Biao and Zhang, Ji. 2022. "TAGCN: Typed Attention Graph Convolutional Networks for Entity Alignment in Cross-lingual Knowledge Graphs." 2021 IEEE 23rd International Conference on High Performance Computing and Communications (HPCC). Hainan, China 20 - 22 Dec 2021 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00306Paper
Towards Process Centered Architecting for Quantum Software Systems
Ahmad, Aakash, Khan, Arif Ali, Waseem, Muhammad, Fahmideh, Mahdi and Mikkonen, Tommi. 2022. "Towards Process Centered Architecting for Quantum Software Systems." 2022 IEEE International Conference on Quantum Software (QSW). Barcelona, Spain 10 - 16 Jul 2022 United States. https://doi.org/10.1109/QSW55613.2022.00019Paper
Demarcating the Privacy Issues of Aarogya Setu App in Covid-19 Pandemic in India: An Exploration into Contact Tracing Mobile Applications from Elaboration Likelihood Model
Acharya, Nirmal and Sharma, Abhishek. 2022. "Demarcating the Privacy Issues of Aarogya Setu App in Covid-19 Pandemic in India: An Exploration into Contact Tracing Mobile Applications from Elaboration Likelihood Model." 4th International Conference on HCI for Cybersecurity, Privacy, and Trust (HCI-CPT 2022). 26 Jun - 01 Jul 2022 Switzerland . Springer. https://doi.org/10.1007/978-3-031-05563-8_28Paper
A Secured Movie Recommendation System using Decentralized Blockchain Network
Abduljabbar, Tamara Abdulmunim, Tao, Xiaohui, Zhang, Ji, Yong, Jianming and Zhou, Xujuan. 2022. "A Secured Movie Recommendation System using Decentralized Blockchain Network." 9th International Conference on Behavior, Economic and Social Computing (BESC 2022). Matsuyama, Japan 29 202 - 31 Oct 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BESC57393.2022.9995357Paper
Contribution of climate models and APSIM phenological parameters to uncertainties in spring wheat simulations: application of SUFI-2 algorithm in northeast Australia
Collins, Brian, Najeeb, Ullah, Luo, Qunying and Tan, Daniel K. Y.. 2022. "Contribution of climate models and APSIM phenological parameters to uncertainties in spring wheat simulations: application of SUFI-2 algorithm in northeast Australia." Journal of Agronomy and Crop Science. 208 (2), pp. 225-242. https://doi.org/10.1111/jac.12575Article
Campus Network Intrusion Detection based on Federated Learning
Chen, Junjun, Guo, Qiang, Fu, Zhongnan, Shang, Qun, Ma, Hao and Wu, Di. 2022. "Campus Network Intrusion Detection based on Federated Learning." 2022 International Joint Conference on Neural Networks (IJCNN). Padua, Italy 18 - 23 Jul 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN55064.2022.9892843Paper
From distributed machine learning to federated learning: In the view of data privacy and security
Shen, Sheng, Zhu, Tianqing, Wu, Di, Wang, Wei and Zhou, Wanlei. 2022. "From distributed machine learning to federated learning: In the view of data privacy and security." Concurrency and Computation: Practice and Experience. 34 (16). https://doi.org/10.1002/cpe.6002Article
A Blockchain-based Multi-layer Decentralized Framework for Robust Federated Learning
Wu, Di, Wang, Nai, Zhang, Jiale, Zhang, Yuan, Xiang, Yong and Gao, Longxiang. 2022. "A Blockchain-based Multi-layer Decentralized Framework for Robust Federated Learning." 2022 International Joint Conference on Neural Networks (IJCNN). Padua, Italy 18 - 23 Jul 2022 IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN55064.2022.9892039Paper
Detecting and mitigating poisoning attacks in federated learning using generative adversarial networks
Zhao, Ying, Chen, Junjun, Zhang, Jiale, Wu, Di, Blumenstein, Michael and Yu, Shui. 2022. "Detecting and mitigating poisoning attacks in federated learning using generative adversarial networks." Concurrency and Computation: Practice and Experience. 34 (7). https://doi.org/10.1002/cpe.5906Article
Machine vision tools for Smarter Irrigation of dairy pasture and cotton
McCarthy, Alison, Foley, Joseph, Jamali, Hizbullah, Raedts, Pieter and Hills, James. 2022. "Machine vision tools for Smarter Irrigation of dairy pasture and cotton." 2022 Irrigation Australia Conference and Exhibition. Adelaide, Australia 05 - 07 Oct 2022 Australia.Presentation
Smarter Irrigation for Profit 2 RRDP2002 Precise real-time automated cotton and dairy irrigation for improved water productivity
Foley, J., Gillies, M., McCarthy, A., Kelderman, S., Eberhard, J. and Shippam, R.. 2022. Smarter Irrigation for Profit 2 RRDP2002 Precise real-time automated cotton and dairy irrigation for improved water productivity. Narrabri, Australia.. Cotton Research and Development Corporation.Technical report
Infield sensing of cotton insects using automated image analysis of crop symptoms: CSP2203
Heimoana, Simone, Blankley, S. and McCarthy, Alison. 2022. Infield sensing of cotton insects using automated image analysis of crop symptoms: CSP2203. Australia. Cotton Research and Development Corporation.Technical report
Automated infield canopy temperature assessment of early stage cotton using thermal camera and plant segmentation
McCarthy, Alison, Nunn, Christopher, Jamali, Hizbullah and Long, Derek. 2022. Automated infield canopy temperature assessment of early stage cotton using thermal camera and plant segmentation . Australia. Cotton Research and Development Corporation.Technical report