4605. Data management and data science


Title4605. Data management and data science
Parent46. Information and Computing Sciences

Latest research outputs

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Knowledge Tracing Based on Gated Heterogeneous Graph Convolutional Networks
Zhang, Yang, Wang, Zhen, Yu, Ting, Lu, Mingming, Ren, Zujie and Zhang, Ji. 2023. "Knowledge Tracing Based on Gated Heterogeneous Graph Convolutional Networks." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020547

Paper

IDGMS: a One-Stop Graph Mining System for Infectious Diseases
Xu, Zenghui, Yu, Ting, Hong, Xingyun, Li, Mingzhang, Zhang, Yang, Ren, Zujie and Zhang, Ji. 2023. "IDGMS: a One-Stop Graph Mining System for Infectious Diseases." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020537

Paper

Debiased Learning of Self-Labeled Twitter Data for User Demographic Prediction
Wang, Zhen, Cooley, Madison, Zhang, Yang, Lan, Chao and Zhang, Ji. 2023. "Debiased Learning of Self-Labeled Twitter Data for User Demographic Prediction." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020166

Paper

Fast Fourier Transform and Ensemble Model to Classify Epileptic EEG Signals
Lafta, Raid, Alshaheen, Hisham, Wang, Biao, Tao, Xiaohui, Li, Lingling, Zhang, Kexin and Zhang, Ji. 2023. "Fast Fourier Transform and Ensemble Model to Classify Epileptic EEG Signals." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020818

Paper

A Parallel Framework for Streaming Graphs Computing
Jiang, Ting, Yu, Ting, Hong, Zexian, Ren, Zujie and Zhang, Ji. 2023. "A Parallel Framework for Streaming Graphs Computing." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020995

Paper

Secure Zonotopic Set-Membership State Estimation for Multi-Rate Complex Networks Under Encryption-Decryption Mechanism
Yang, Hao, Yan, Huaicheng, Li, Yan, Wen, Paul and Yang, Fuwen. 2023. "Secure Zonotopic Set-Membership State Estimation for Multi-Rate Complex Networks Under Encryption-Decryption Mechanism." IEEE Transactions on Automatic Control. 69 (8), pp. 5109-5124. https://doi.org/10.1109/TAC.2023.3347599

Article

Machine learning for estimation of tree inventory parameters using terrestrial laser scanning, photogrammetry and UAV data
Kuznetsov, Igor, Zhang, Zhenyu, Liu, Xiaoye and Subedi, Nab Raj. 2023. "Machine learning for estimation of tree inventory parameters using terrestrial laser scanning, photogrammetry and UAV data ." 2023 Asian Conference on Remote Sensing (ACRS2023). Taipei, Taiwan 30 Oct - 03 Nov 2023 Taiwan.

Poster

L2QA: Long Legal Article Question Answering with Cascaded Key Segment Learning
Xie, Shugui, Li, Lin, Yuan, Jingling, Xie, Qing and Tao, Xiaohui. 2023. "L2QA: Long Legal Article Question Answering with Cascaded Key Segment Learning." 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023). Tianjin, China 17 - 20 Apr 2023 Springer. https://doi.org/10.1007/978-3-031-30675-4_27

Paper

Be-or-Not Prompt Enhanced Hard Negatives Generating For Memes Category Detection
Cui, Jian, Li, Lin and Tao, Xiaohui. 2023. "Be-or-Not Prompt Enhanced Hard Negatives Generating For Memes Category Detection." 2023 IEEE International Conference on Multimedia and Expo (ICME). Brisbane, Australia 10 - 14 Jul 2023 United Sates. https://doi.org/10.1109/ICME55011.2023.00038

Paper

GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing
Zhao, Jin, Zhang, Yu, He, Ligang, Li, Qikun, Zhang, Xiang, Jiang, Xinyu, Yu, Hui, Liao, Xiaofei, Jin, Hai, Gu, Lin, Liu, Haikun, He, Bingsheng, Zhang, Ji, Song, Xianzheng, Wang, Lin and Zhou, Jun. 2023. "GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing." ACM Transactions on Architecture and Code Optimization. 20 (3), pp. 1-24. https://doi.org/10.1145/3600091

Article

Blockchain-Enhanced Smart Contract for Cost-Effective Insurance Claims Processing
Wang, Qiping, Lau, Raymond Yiu Keung, Si, Yain-Whar, Xie, Haoran and Tao, Xiaohui. 2023. "Blockchain-Enhanced Smart Contract for Cost-Effective Insurance Claims Processing." Journal of Global Information Management. 31 (7). https://doi.org/10.4018/JGIM.329927

Article

Towards an understanding of the engagement and emotional behaviour of MOOC students using sentiment and semantic features
Tao, Xiaohui, Shannon-Honson, Aaron, Delaney, Patrick, Dann, Christopher, Xie, Haoran, Li, Yan and O'Neill, Shirley. 2023. "Towards an understanding of the engagement and emotional behaviour of MOOC students using sentiment and semantic features." Computers and Education: Artificial Intelligence. 4. https://doi.org/10.1016/j.caeai.2022.100116

Article

Exploring deep residual network based features for automatic schizophrenia detection from EEG
Siuly, Siuly, Guo, Yanhui, Alcin, Omer Faruk, Li, Yan, Wen, Peng and Wang, Hua. 2023. "Exploring deep residual network based features for automatic schizophrenia detection from EEG." Physical and Engineering Sciences in Medicine. 46 (2), pp. 561-574. https://doi.org/10.1007/s13246-023-01225-8

Article

Efficient novel network and index for alcoholism detection from EEGs
Sadiq, Muhammad Tariq, Siuly, Siuly, Almogren, Ahmad, Li, Yan and Wen, Paul. 2023. "Efficient novel network and index for alcoholism detection from EEGs." Health Information Science and Systems. 11 (1). https://doi.org/10.1007/s13755-023-00227-w

Article

Critical Success Factors Classification Framework for Measuring Maturity of Organisations using New Generation ERP Systems: A Systematic Literature Review
Wong, Wai Yip Freddy and Lane, Michael. 2023. "Critical Success Factors Classification Framework for Measuring Maturity of Organisations using New Generation ERP Systems: A Systematic Literature Review." Fernandez, Walter, Nandhakumar and Santhanam, Radhika (ed.) 44th International Conference on Information Systems (ICIS 2023). Hyderbad, India 10 - 13 Dec 2023 Hyderbad, India.

Paper

A method for reversing the effect of digital image blurring: a space domain investigation
Scarmana, G.. 2023. "A method for reversing the effect of digital image blurring: a space domain investigation." 12th International Symposium on Mobile Mapping Technology (MMT 2023). Padua, Italy 24 - 26 May 2023 Italy. https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-431-2023

Paper

Crowd-Assisted Flood Disaster Management
Koswatte, S., McDougall, K. and Liu, X.. 2023. "Crowd-Assisted Flood Disaster Management." Singh, Vijay P., Yadav, Shalini, Yadac, Krishna Kumar, Corzo, Gerald Augusto, Munoz-Arriola, Francisco and Yadava, Ram Narayan (ed.) Application of Remote Sensing and GIS in Natural Resources and Built Infrastructure Management. Switzerland. Springer. pp. 39-55

Edited book (chapter)

Trio-based collaborative multi-view graph clustering with multiple constraints
Wang, Ru, Li, Lin, Tao, Xiaohui, Dong, Xiao, Wang, Peipei and Liu, Peiyu. 2021. "Trio-based collaborative multi-view graph clustering with multiple constraints." Information Processing and Management. 58 (3), pp. 1-13. https://doi.org/10.1016/j.ipm.2020.102466

Article

Multi-source information fusion for smart health with artificial intelligence
Tao, Xiaohui and Velasquez, Juan D.. 2022. "Multi-source information fusion for smart health with artificial intelligence." Information Fusion. 83-84, pp. 93-95. https://doi.org/10.1016/j.inffus.2022.03.010

Editorial

Data Analytics on Online Student Engagement Data for Academic Performance Modeling
Tao, Xiaohui, Shannon-Honson, Aaron, Delaney, Patrick, Li, Lin, Dann, Christopher, Li, Yan and Xie, Haoran. 2022. "Data Analytics on Online Student Engagement Data for Academic Performance Modeling." IEEE Access. 10, pp. 103176-103186. https://doi.org/10.1109/ACCESS.2022.3208953

Article

Blockchain technology enables healthcare data management and accessibility
Ali, Omar, Jaradat, Ashraf, Ally, Mustafa and Rotabi, Sareh. 2022. "Blockchain technology enables healthcare data management and accessibility." Muthu, Subramanian Senthilkannan (ed.) Blockchain technologies for sustainability. Singapore. Springer. pp. 91-118

Edited book (chapter)

A hybrid deep learning scheme for multi-channel sleep stage classification
Pei, Wei, Li, Yan, Siuly, Siuly and Wen, Peng. 2022. "A hybrid deep learning scheme for multi-channel sleep stage classification." Computers, Materials and Continua. 71 (1), pp. 889-905. https://doi.org/10.32604/cmc.2022.021830

Article

Assessment and Prediction of Sea Level Trend in the South Pacific Region
Raj, Nawin, Gharineiat, Zahra, Ahmed, Abul Abrar Masrur and Stepanyants, Yury. 2022. "Assessment and Prediction of Sea Level Trend in the South Pacific Region." Remote Sensing. 14 (4), pp. 1-25. https://doi.org/10.3390/rs14040986

Article

Investigating the Emotional Response to COVID-19 News on Twitter: A Topic Modeling and Emotion Classification Approach
Oliveira, Francisco Braulio, Haque, Amanul, Mougouei, Davoud, Evans, Simon, Sichman, Jaime Simao and Singh, Munindar P.. 2022. "Investigating the Emotional Response to COVID-19 News on Twitter: A Topic Modeling and Emotion Classification Approach." IEEE Access. 10, pp. 16883-16897. https://doi.org/10.1109/ACCESS.2022.3150329

Article

Big data in construction: current applications and future opportunities
Munawar, Hafiz Suliman, Ullah, Fahim, Qayyum, Siddra and Shahzad, Danish. 2022. "Big data in construction: current applications and future opportunities." Big Data and Cognitive Computing. 6 (1). https://doi.org/10.3390/bdcc6010018

Article

A novel file system supporting rich file classification
Albadri, Nehad and Dekeyser, Stijn. 2022. "A novel file system supporting rich file classification." Computers and Electrical Engineering. 103, pp. 1-9. https://doi.org/10.1016/j.compeleceng.2022.108081

Article

Formulating Cost-Effective Data Distribution Strategies Online for Edge Cache Systems
Xia, Xiaoyu, Chen, Feifei, He, Qiang, Grundy, John, Abdelrazek, Mohamed, Shen, Jun, Bouguettaya, Athman and Jin, Hai. 2022. "Formulating Cost-Effective Data Distribution Strategies Online for Edge Cache Systems." IEEE Transactions on Parallel and Distributed Systems. 33 (12), pp. 4270-4281. https://doi.org/10.1109/TPDS.2022.3185250

Article

Detecting depression using an ensemble classifier based on Quality of Life scales
Tao, Xiaohui, Chi, Oliver, Delaney, Patrick J., Li, Lin and Huang, Jiajin. 2021. "Detecting depression using an ensemble classifier based on Quality of Life scales." Brain Informatics. 8, pp. 1-15. https://doi.org/10.1186/s40708-021-00125-5

Article

The influence of climatic inputs on stream-flow pattern forecasting: case study of Upper Senegal River
Diop, Lamine, Bodian, Ansoumana, Djaman, Koffi, Yaseen, Zaher Mundher, Deo, Ravinesh C., El-Shafie, Ahmed and Brown, Larry C.. 2018. "The influence of climatic inputs on stream-flow pattern forecasting: case study of Upper Senegal River." Environmental Earth Sciences. 77 (5). https://doi.org/10.1007/s1266

Article

Fuzzy and neutrosophic modeling for link prediction in social networks
Tuan, Tran Manh, Chuan, Pham Minh, Ali, Mumtaz, Ngan, Tran Thi, Mittal, Mamta and Son, Le Hoang. 2019. "Fuzzy and neutrosophic modeling for link prediction in social networks." Evolving Systems. 10, pp. 629-634. https://doi.org/10.1007/s12530-018-9251-y

Article

EmoChannelAttn: Exploring Emotional Construction Towards Multi-Class Emotion Classification
Li, Zongxi, Chen, Xinhong, Xie, Haoran, Li, Qing and Tao, Xiaohui. 2021. "EmoChannelAttn: Exploring Emotional Construction Towards Multi-Class Emotion Classification." He, Jing, Purohit, Hemant, Huang, Guangyan, Gao, Xiaoying and Deng, Ke (ed.) 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2020). Melbourne, Australia 14 - 17 Dec 2020 Massachusetts, United States. https://doi.org/10.1109/WIIAT50758.2020.00036

Paper

Learning Cooperative Max-Pressure Control by Leveraging Downstream Intersections Information for Traffic Signal Control
Peng, Yuquan, Li, Lin, Xie, Qing and Tao, Xiaohui. 2021. "Learning Cooperative Max-Pressure Control by Leveraging Downstream Intersections Information for Traffic Signal Control." U, Leong Hou, Spaniol, Marc, Sakurai, Yasushi and Chen, Junying (ed.) 5th International Joint Conference on Asia-Pacific Web and Web-Age Information Management, Part II (APWeb-WAIM 2021). Guangzhou, China 23 - 25 Aug 2021 Switzerland. Springer. https://doi.org/10.1007/978-3-030-85899-5_29

Paper

Context-aware Adaptive Outlier Detection in Trajectory Data
Danda, Srinivas, Zhang, Ji, Tao, Xiaohui, Chun-Wei, Jerry and Zhang, Wenbin. 2020. "Context-aware Adaptive Outlier Detection in Trajectory Data." Wu, Xintao, Jermaine, Chris, Xiong, Li, Hu, Xiaohua, Kotevska, Olivera, Lu, Siyuan, Xu, Weija, Aluru, Srinivas, Zhai, Chengxiang, Al-Masri, Eyhab, Chen, Zhiyuan and Saltz, Jeff (ed.) 8th IEEE International Conference on Big Data (2020). Atlanta, United States 10 - 13 Dec 2020 United States. https://doi.org/10.1109/BigData50022.2020.9378046

Paper

Exploring the Brain Information Processing Mechanisms from Functional Connectivity to Translational Applications
Kuai, Hongzhi, Chen, Jianhui, Tao, Xiaohui, Imamura, Kazuyuki, Liang, Peipeng and Zhong, Ning. 2021. "Exploring the Brain Information Processing Mechanisms from Functional Connectivity to Translational Applications." Mahmud, Mufti, Kaiser, M. Shamim, Vassanelli, Stefano, Dai, Qionghai and Zhong, Ning (ed.) 14th International Conference on Brain Informatics (BI 2021). Online Cham, Switzerland. https://doi.org/10.1007/978-3-030-86993-9_10

Paper

What is Next when Sequential Prediction Meets Implicitly Hard Interaction?
Hu, Kaixi, Li, Lin, Xie, Qing, Liu, Jianquan and Tao, Xiaohui. 2021. "What is Next when Sequential Prediction Meets Implicitly Hard Interaction?" 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). Queensland, Australia 01 - 05 Nov 2021 New York, United States. https://doi.org/10.1145/3459637.3482492

Paper

Event Detection in Social Media via Graph Neural Network
Gao, Wang, Fang, Yuan, Li, Lin and Tao, Xiaohui. 2021. "Event Detection in Social Media via Graph Neural Network." Zhang, Wenjie, Zou, Lei, Maamar, Zakaria and Chen, Lu (ed.) 22nd International Conference on Web Information Systems Engineering, Part I (WISE 2021). Melbourne, Australia 26 - 29 Oct 2021 Switzerland. Springer. https://doi.org/10.1007/978-3-030-90888-1_28

Paper

Contrastive and attentive graph learning for multi-view clustering
Wang, Ru, Li, Lin, Tao, Xiaohui, Wang, Peipei and Liu, Peiyu. 2022. "Contrastive and attentive graph learning for multi-view clustering." Information Processing and Management. 59 (4), pp. 1-14. https://doi.org/10.1016/j.ipm.2022.102967

Article

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/INDIN45582.2020.9442190

Paper

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/ICTAI50040.2020.00063

Paper

The Pursuit of Service Excellence: how business intelligence can drive service improvement
Te'o, Togamau. 2019. "The Pursuit of Service Excellence: how business intelligence can drive service improvement." Australian Network University Planners Conference (ANUP 2019). Hobart, Tasmania 11 Nov 2019

Paper