4602. Artificial intelligence
| Title | 4602. Artificial intelligence |
|---|---|
| Parent | 46. Information and Computing Sciences |
Latest research outputs
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New double decomposition deep learning methods for river water level forecasting
Ahmed, A. A. Masrur, Deo, Ravinesh C., Ghahramani, Afshin, Feng, Qi, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2022. "New double decomposition deep learning methods for river water level forecasting." Science of the Total Environment. 831, pp. 1-21. https://doi.org/10.1016/j.scitotenv.2022.154722Article
Web Intelligence meets Brain Informatics: Towards the future of artificial intelligence in the connected world
Kuai, Hongzhi, Tao, Xiaohui and Zhong, Ning. 2022. "Web Intelligence meets Brain Informatics: Towards the future of artificial intelligence in the connected world." World Wide Web. 25, pp. 1223-1241. https://doi.org/10.1007/s11280-022-01030-5Article
Sentiment Analysis of Chinese E-commerce Reviews Based on BERT
Xie, Song, Cao, Jingjing, Wu, Zhou, Liu, Kai, Tao, Xiaohui and Xie, Haoran. 2021. "Sentiment Analysis of Chinese E-commerce Reviews Based on BERT." 18th IEEE International Conference on Industrial Informatics (INDIN 2020). Warwick, United Kingdom 21 - 23 Jul 2020 Piscataway, United States. https://doi.org/10.1109/INDIN45582.2020.9442190Paper
A Two-Stream Graph Convolutional Neural Network for Dynamic Traffic Flow Forecasting
Li, Zhaoyang, Li, Lin, Peng, Yuquan and Tao, Xiaohui. 2020. "A Two-Stream Graph Convolutional Neural Network for Dynamic Traffic Flow Forecasting." Alamaniotis, Miltos and Pan, Shimei (ed.) 32nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2020). Baltimore, United States 09 - 11 Nov 2020 Piscataway, United States. https://doi.org/10.1109/ICTAI50040.2020.00063Paper
Modeling and Selection of Interdependent Software Requirements Using Fuzzy Graphs
Mougouei, Davoud and Powers, David M. W.. 2017. "Modeling and Selection of Interdependent Software Requirements Using Fuzzy Graphs." International Journal of Fuzzy Systems. 19 (6), pp. 1812-1828. https://doi.org/10.1007/s40815-017-0364-4Article
Endurance of digital marketing with artificial intelligence
Rabby, Fazla, Chimhundu, Ranga and Hassan, Rumman. 2021. "Endurance of digital marketing with artificial intelligence." Bove, Liliana L., Bell, Simon J. and Hito, Abraham Hito (ed.) ANZMAC 2021: Something Different. Melbourne, Australia 29 Nov - 01 Dec 2021 Melbourne, Australia.Presentation
Trap Avoidance in Local Search Using Pseudo-Conflict Learning
Pham, Duc Nghia, Duong, Thach-Thao and Sattar, Abdul. 2012. "Trap Avoidance in Local Search Using Pseudo-Conflict Learning." 26th AAAI Conference on Artificial Intelligence (AAAI 2012). Toronto, Canada 22 - 26 Jul 2012 United States.Paper
Weight-Enhanced Diversification in Stochastic Local Search for Satisfiability
Duong, Thach-Thao, Pham, Duc Nghia, Sattar, Abdul and Newton, M. A. Hakim. 2013. "Weight-Enhanced Diversification in Stochastic Local Search for Satisfiability." Rossi, Francesca (ed.) 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013). Beijing, China 03 - 09 Aug 2013Paper
Adaptive fault diagnosis for data replication systems
Wee, Chee Keong and Wee, Nathan. 2021. "Adaptive fault diagnosis for data replication systems." Qiao, Miao, Vossen, Gottfried, Wang, Sen and Li, Lei (ed.) 32nd Australasian Database Conference: Database Theory and Applications (ADC 2021). Dunedin, New Zealand 29 Jan - 05 Feb 2021 Cham, Switzerland. Springer. https://doi.org/10.1007/978-3-030-69377-0_11Paper
A fuzzy-based requirement selection method for considering value dependencies in software release planning
Mougouei, Davoud, Ghose, Aditya, Dam, Hoa, Fahmideh, Mahdi and Powers, David. 2021. "A fuzzy-based requirement selection method for considering value dependencies in software release planning." 30th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2021). Luxembourg 11 - 14 Jul 2021 United States. https://doi.org/10.1109/FUZZ45933.2021.9494422Paper
Controlling Prosody in End-to-End TTS: A Case Study on Contrastive Focus Generation
Latif, Siddique, Kim, Inyoung, Calapodescu, Ioan and Besacier, Laurent. 2021. "Controlling Prosody in End-to-End TTS: A Case Study on Contrastive Focus Generation." 25th Conference on Computational Natural Language Learning (CoNLL 2021). Punta Cana, Dominican Republic 10 - 11 Nov 2021 Stroudsburg, Pennsylvania. https://doi.org/10.18653/v1/2021.conll-1.42Paper
An automatic scheme with diagnostic index for identification of normal and depression EEG signals
Akari, Hesam, Sadiq, Muhammad Tariq, Siuly, Siuly, Li, Yan and Wen, Peng (Paul). 2021. "An automatic scheme with diagnostic index for identification of normal and depression EEG signals." Siuly, Siuly, Wang, Hua, Chen, Lu, Guo, Yanhui and Xing, Chunxiao (ed.) 10th International Conference on Health Information Science (HIS 2021). Melbourne, Australia 25 - 28 Oct 2021 Switzerland. https://doi.org/10.1007/978-3-030-90885-0_6Paper
A federated learning based semi-supervised credit prediction approach enhanced by multi-layer label mean
Li, Lin, Long, Sijie, Bi, Jiaxiu, Wang, Guowei, Zhang, Jiawei and Tao, Xiaohui. 2021. "A federated learning based semi-supervised credit prediction approach enhanced by multi-layer label mean." Web Intelligence. 19 (4), pp. 329-342. https://doi.org/10.3233/WEB-210476Article
A novel genetic algorithm based system for the scheduling of medical treatments
Squires, Matthew, Tao, Xiaohui, Elangovan, Soman, Gururajan, Raj, Zhou, Xujuan and Acharya, Udyavara Rajendra. 2022. "A novel genetic algorithm based system for the scheduling of medical treatments." Expert Systems with Applications. 195, pp. 1-12. https://doi.org/10.1016/j.eswa.2021.116464Article
ADHD Children Identification Based on EEG Using Effective Connectivity Techniques
Shen, M., Wen, Peng, Song, Bo and Li, Yan. 2021. "ADHD Children Identification Based on EEG Using Effective Connectivity Techniques ." Siuly, Siuly, Wang, Hua, Chen, Lu, Guo, Yanhui and Xing, Chunxiao (ed.) 10th International Conference on Health Information Science (HIS 2021). Melbourne, Australia 25 - 28 Oct 2021 Switzerland. https://doi.org/10.1007/978-3-030-90885-0_7Paper
EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism
Li, Zongxi, Chen, Xinhong, Xie, Haoran, Li, Qing, Tao, Xiaohui and Cheng, Gary. 2021. "EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism." World Wide Web. 24 (6), pp. 2049-2070. https://doi.org/10.1007/s11280-021-00957-5Article
Semantic Knowledge Discovery for User Profiling for Location-Based Recommender Systems
Tao, Xiaohui, Sharma, Nischal, Delaney, Patrick and Hu, Aimin. 2021. "Semantic Knowledge Discovery for User Profiling for Location-Based Recommender Systems." Human-centric Computing and Information Sciences. 1 (1-2), pp. 32-42. https://doi.org/10.2991/hcis.k.210704.001Article
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
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
FluMA: An Intelligent Platform for Influenza Monitoring and Analysis
Chen, Xi, Chen, Zhi, Wang, Zijian, Qui, Ruihong and Luo, Yadan. 2022. "FluMA: An Intelligent Platform for Influenza Monitoring and Analysis." 33rd Australasian Database Conference (ADC 2022). Sydney, Australia 02 - 04 Sep 2022 Switzerland . Springer. https://doi.org/10.1007/978-3-031-15512-3_12Conference or Workshop item
GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning
Chen, Zhi, Luo, Yadan, Wang, Sen, Li, Jingjing and Huang, Zi. 2022. "GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning." IEEE Transactions on Multimedia. 25, pp. 5374-5385. https://doi.org/10.1109/TMM.2022.3190678Article
Pixel Exclusion: Uncertainty-aware Boundary Discovery for Active Cross-Domain Semantic Segmentation
You, Fuming, Li, Jingjing, Chen, Zhi and Zhu, Lei. 2022. "Pixel Exclusion: Uncertainty-aware Boundary Discovery for Active Cross-Domain Semantic Segmentation." 30th ACM International Conference on Multimedia (MM '22). Lisbon, Portugal 10 - 14 Oct 2022 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3503161.3548079Paper
Distinguishing Unseen from Seen for Generalized Zero-shot Learning
Su, Hongzu, Li, Jingjing, Chen, Zhi, Zhu, Lei and Lu, Ke. 2022. "Distinguishing Unseen from Seen for Generalized Zero-shot Learning." 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). New Orleans, LA, United States 18 - 24 Jun 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CVPR52688.2022.00773Paper
Semantics Disentangling for Generalized Zero-Shot Learning
Chen, Zhi, Luo, Yadan, Qui, Ruihong, Wang, Sen, Huang, Zi, Li, Jingjing and Zhang, Zheng. 2022. "Semantics Disentangling for Generalized Zero-Shot Learning." 2021 IEEE/CVF International Conference on Computer Vision (ICCV). Montreal, Canada 10 - 17 Oct 2021 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICCV48922.2021.00859Paper
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
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
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
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
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
Learning discriminative representation with global and fine-grained features for cross-view gait recognition
Xiao, Jing, Yang, Huan, Xie, Kun, Zhu, Jia and Zhang, Ji. 2022. "Learning discriminative representation with global and fine-grained features for cross-view gait recognition." CAAI Transactions on Intelligence Technology. 7 (2), pp. 187-199. https://doi.org/10.1049/cit2.12051Article
The ethical chatbot: A viable solution to socio-legal issues
Ng, Jenny, Haller, Emma and Murray, Angus. 2022. "The ethical chatbot: A viable solution to socio-legal issues." Alternative Law Journal . 47 (4), pp. 308-313. https://doi.org/10.1177/1037969X221113598Article
Two-Stream Graph Convolutional Neural Network for Dynamic Traffic Flow Forecasting
Li, Zhaoyang, Li, Lin and Tao, Xiaohui. 2022. "Two-Stream Graph Convolutional Neural Network for Dynamic Traffic Flow Forecasting." Journal of Frontiers of Computer Science and Technology. 16 (2), pp. 384-394. https://doi.org/10.3778/j.issn.1673-9418.2009097Article
An Auto-Encoder with Genetic Algorithm for High Dimensional Data: Towards Accurate and Interpretable Outlier Detection
Li, Jiamu, Zhang, Ji, Bah, Mohamed Jaward, Wang, Jian, Zhu, Youwen, Yang, Gaoming, Li, Lingling and Zhang, Kexin. 2022. "An Auto-Encoder with Genetic Algorithm for High Dimensional Data: Towards Accurate and Interpretable Outlier Detection." Algorithms. 15 (11). https://doi.org/10.3390/a15110429Article
A Survey on Contact Tracing: The Latest Advancements and Challenges
Jiang, Ting, Zhang, Yang Zhang, Zhang, Minhao, Yu, Ting, Chen, Yizheng, Lu, Chenhao, Zhang, Ji, Li, Zhao, Gao, Jun and Zhou, Shuigeng. 2022. "A Survey on Contact Tracing: The Latest Advancements and Challenges." ACM Transactions on Spatial Algorithms and Systems. 8 (2), pp. 1-35. https://doi.org/10.1145/3494529Article
The influence of customer trust and artificial intelligence on customer engagement and loyalty – The case of the home-sharing industry
Chen, Ying, Prentice, Catherine, Weaven, Scott and Hisao, Aaron. 2022. "The influence of customer trust and artificial intelligence on customer engagement and loyalty – The case of the home-sharing industry." Frontiers in Psychology. 13. https://doi.org/10.3389/fpsyg.2022.912339Article
Application of Emerging Digital Technologies in Self-monitoring of Health and Water Usage
Ahmed, Sajjad. 2022. Application of Emerging Digital Technologies in Self-monitoring of Health and Water Usage. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/yy226PhD by Publication
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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