Research output per year
Research output per year
Research output
- 49 results
Search results
-
2023
AutoCTS+: Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting.
Wu, X., Zhang, D., Zhang, M., Guo, C., Yang, B. & Jensen, C. S., 2023, In: Proceedings of the ACM on Management of Data. 1, 1, p. 97:1-97:26Research output: Contribution to journal › Conference article in Journal › Research › peer-review
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AutoEER: Automatic EEG-based emotion recognition with neural architecture search
Wu, Y., Liu, H., Zhang, D., Zhang, Y., Lou, T. & Zheng, Q., 14 Aug 2023, In: Journal of Neural Engineering. 20, 4, 046029.Research output: Contribution to journal › Journal article › Research › peer-review
4 Citations (Scopus) -
Automated labeling and online evaluation for self-paced movement detection BCI
Zhang, D., Hansen, C., De Frène, F., Kærgaard, S. P., Qian, W. & Chen, K., 8 Apr 2023, In: Knowledge-Based Systems. 265, 110383.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Citations (Scopus)25 Downloads (Pure) -
EEG-Based Emotion Recognition With Emotion Localization via Hierarchical Self-Attention
Zhang, Y., Liu, H., Zhang, D., Chen, X., Qin, T. & Zheng, Q., 1 Jul 2023, In: IEEE Transactions on Affective Computing. 14, 3, p. 2458-2469 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
19 Citations (Scopus) -
Knowing Your Heart Condition Anytime: User-Independent ECG Measurement Using Commercial Mobile Phones
Wang, L., Wang, X., Zhang, D., Ma, X., Zhang, Y., Dai, H., Xu, C., Li, Z. & Gu, T., 27 Sept 2023, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 7, 3, p. 1-28 131.Research output: Contribution to journal › Journal article › Research › peer-review
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LightCTS: A Lightweight Framework for Correlated Time Series Forecasting
Lai, Z., Zhang, D., Li, H., Jensen, C. S., Lu, H. & Zhao, Y., 2023, In: Proceedings of the ACM on Management of Data. 1, 2, p. 1-26 26 p., 125.Research output: Contribution to journal › Journal article › Research › peer-review
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LightCTS: A Lightweight Framework for Correlated Time Series Forecasting
Lai, Z., Zhang, D., Li, H., Jensen, C. S., Lu, H. & Zhao, Y., 2023, arXiv, 15 p.Research output: Working paper/Preprint › Preprint
Open Access -
Logistics Service Selection Strategy of Green Manufacturers in Green Low-Carbon Supply Chain
Yuan, X., Sheng, W., Wang, M. & Zhang, D., 14 Feb 2023, In: International Journal of Environmental Research and Public Health. 20, 4, 3356.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)17 Downloads (Pure) -
Preference-aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency
Zhao, Y., Liu, J., Li, Y., Zhang, D., Jensen, C. S. & Zheng, K., 1 Oct 2023, In: I E E E Transactions on Knowledge & Data Engineering. 35, 10, p. 10722-10734 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
2 Citations (Scopus) -
Probabilistic Forecasts of Global Horizontal Irradiance for Solar Systems
Jonler, J. F., Bruno Lottrup, F., Berg, B., Zhang, D. & Chen, K., 1 Jan 2023, In: IEEE Sensors Letters. 7, 1, p. 1-4 4 p., 7000104.Research output: Contribution to journal › Journal article › Research › peer-review
6 Citations (Scopus) -
Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting
Qian, W., Zhao, Y., Zhang, D., Chen, B., Zheng, K. & Zhou, X., 6 Sept 2023, In: IEEE Transactions on Knowledge and Data Engineering. p. 1-18 18 p., 10242138.Research output: Contribution to journal › Journal article › Research › peer-review
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Uncertainty Quantification for Traffic Forecasting: A Unified Approach
Qian, W., Zhang, D., Zhao, Y., Zheng, K. & Yu, J. J. Q., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society Press, p. 992-1004 13 p. (Proceedings of the International Conference on Data Engineering).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
12 Citations (Scopus) -
VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs
Zhou, E., Guo, S., Hong, Z., Jensen, C. S., Xiao, Y., Zhang, D., Liang, J. & Pei, Q., Dec 2023, In: Proceedings of the VLDB Endowment. 17, 4, p. 912-925 14 p.Research output: Contribution to journal › Conference article in Journal › Research › peer-review
Open AccessFile13 Downloads (Pure) -
2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey.
Zhang, D., Chen, K., Zhao, Y., Yang, B., Yao, L. & Jensen, C. S., 2022, arXiv.Research output: Working paper/Preprint › Preprint
Open Access -
Effects of a Mixed Emissions Control Policy on the Manufacturer’s Production and Carbon Abatement Investment Decisions
Wang, F. & Zhang, D., 18 Oct 2022, In: International Journal of Environmental Research and Public Health. 19, 20, 13472.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)29 Downloads (Pure) -
Optimal Decisions in Green, Low-Carbon Supply Chain Considering the Competition and Cooperation Relationships between Different Types of Manufacturers
Zhang, X., Chen, W., Wang, M. & Zhang, D., 16 Nov 2022, In: International Journal of Environmental Research and Public Health. 19, 22, 15111.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile21 Downloads (Pure) -
Preventing Sensitive Information Leakage from Mobile Sensor Signals via IntegrativeTransformation
Zhang, D., Yao, L., Chen, K., Yang, Z., Gao, X. & Liu, Y., 1 Dec 2022, In: IEEE Transactions on Mobile Computing. 21, 12, p. 4517-4528 12 p., 9424974.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Citations (Scopus)117 Downloads (Pure) -
Quantifying the Bullwhip Effect in a Reverse Supply Chain: The Impact of Different Forecasting Methods
Yuan, X., Zhang, X., Wang, M. & Zhang, D., 2022, In: Mathematical Problems in Engineering. 2022, 2701530.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)40 Downloads (Pure) -
2021
AutoCTS: Automated Correlated Time Series Forecasting
Wu, X., Zhang, D., Guo, C., He, C., Yang, B. & Jensen, C. S., Dec 2021, In: Proceedings of the VLDB Endowment. 15, 4, p. 971-983Research output: Contribution to journal › Conference article in Journal › Research › peer-review
Open AccessFile38 Citations (Scopus)384 Downloads (Pure) -
AutoCTS - Automated Correlated Time Series Forecasting - Extended Version.
Wu, X., Zhang, D., Guo, C., He, C., Yang, B. & Jensen, C. S., 2021Research output: Other contribution › Research
Open Access -
Deep learning for sensor-based human activity recognition: Overview, challenges, and opportunities
Chen, K., Zhang, D., Yao, L., Guo, B., Yu, Z. & Liu, Y., Jul 2021, In: ACM Computing Surveys. 54, 4, p. 1-40 40 p., 77.Research output: Contribution to journal › Review article › peer-review
428 Citations (Scopus) -
Effects of government subsidies on production and emissions reduction decisions under carbon tax regulation and consumer low‐carbon awareness
Wang, W., Wang, Y., Zhang, X. & Zhang, D., 1 Oct 2021, In: International Journal of Environmental Research and Public Health. 18, 20, 10959.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile22 Citations (Scopus)82 Downloads (Pure) -
Green remanufacturer’s mixed collection channel strategy considering enterprise’s environmental responsibility and the fairness concern in reverse green supply chain
Yuan, X., Tang, F., Zhang, D. & Zhang, X., 1 Apr 2021, In: International Journal of Environmental Research and Public Health. 18, 7, 18 p., 3405.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile11 Citations (Scopus)28 Downloads (Pure) -
HeatFlex: Machine learning based data-driven flexibility prediction for individual heat pumps
Brusokas, J., Pedersen, T. B., Siksnys, L., Zhang, D. & Chen, K., 22 Jun 2021, e-Energy '21: Proceedings of the Twelfth ACM International Conference on Future Energy Systems. New York: Association for Computing Machinery, p. 160-170 11 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile6 Citations (Scopus)197 Downloads (Pure) -
2020
A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition
Chen, K., Yao, L., Zhang, D., Wang, X., Chang, X. & Nie, F., May 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 5, p. 1747-1756 10 p., 8767027.Research output: Contribution to journal › Journal article › Research › peer-review
291 Citations (Scopus) -
Making more sense of human intention detection via reconstruction models
Liang, W., Zhang, D. & Yuan, X., Jul 2020, In: China Communications. 17, 7, p. 193-206 14 p., 9147143.Research output: Contribution to journal › Journal article › Research › peer-review
1 Citation (Scopus) -
Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition
Zhang, D., Yao, L., Chen, K., Wang, S., Chang, X. & Liu, Y., Jul 2020, In: IEEE Transactions on Cybernetics. 50, 7, p. 3033-3044 12 p., 8698218.Research output: Contribution to journal › Journal article › Research › peer-review
261 Citations (Scopus) -
Research on Closed-Loop Supply Chain with Competing Retailers under Government Reward-Penalty Mechanism and Asymmetric Information
Zhang, X. Q., Yuan, X. G. & Zhang, D. L., 2020, In: Discrete Dynamics in Nature and Society. 2020, 7587453.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access13 Citations (Scopus) -
Research on the Dynamics Game Model in a Green Supply Chain: Government Subsidy Strategies under the Retailer's Selling Effort Level
Yuan, X., Zhang, X. & Zhang, D., 2020, In: Complexity. 2020, 3083761.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access13 Citations (Scopus) -
2019
A Convolutional Recurrent Attention Model for Subject-Independent EEG Signal Analysis
Zhang, D., Yao, L., Chen, K. & Monaghan, J., May 2019, In: IEEE Signal Processing Letters. 26, 5, p. 715-719 5 p., 8675451.Research output: Contribution to journal › Journal article › Research › peer-review
148 Citations (Scopus) -
A Convolutional Recurrent Attention Model for Subject-Independent EEG Signal Analysis
Zhang, D., Yao, L., Chen, K. & Monaghan, J., May 2019, In: IEEE Signal Processing Letters. 26, 5, p. 715-719 5 p., 8675451.Research output: Contribution to journal › Journal article › Research › peer-review
148 Citations (Scopus) -
A Graph-Based Hierarchical Attention Model for Movement Intention Detection from EEG Signals
Zhang, D., Yao, L., Chen, K., Wang, S., Haghighi, P. D. & Sullivan, C., Nov 2019, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 27, 11, p. 2247-2253 7 p., 8847648.Research output: Contribution to journal › Journal article › Research › peer-review
50 Citations (Scopus) -
A Graph-Based Hierarchical Attention Model for Movement Intention Detection from EEG Signals
Zhang, D., Yao, L., Chen, K., Wang, S., Haghighi, P. D. & Sullivan, C., Nov 2019, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 27, 11, p. 2247-2253 7 p., 8847648.Research output: Contribution to journal › Journal article › Research › peer-review
50 Citations (Scopus) -
Collective protection: Preventing sensitive inferences via integrative transformation
Zhang, D., Yao, L., Chen, K., Long, G. & Wang, S., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). IEEE, p. 1498-1503 6 p. 8970834. (Proceedings - IEEE International Conference on Data Mining, ICDM, Vol. 2019-November).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
10 Citations (Scopus) -
Distributionally robust semi-supervised learning for people-centric sensing
Chen, K., Yao, L., Zhang, D., Chang, X., Long, G. & Wang, S., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI Press, p. 3321-3328 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
33 Citations (Scopus) -
Learning attentional temporal cues of brainwaves with spatial embedding for motion intent detection
Zhang, D., Chen, K., Jian, D., Yao, L., Wang, S. & Li, P., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). IEEE, p. 1450-1455 6 p. 8970671. (Proceedings - IEEE International Conference on Data Mining, ICDM, Vol. 2019-November).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
10 Citations (Scopus) -
Multi-agent attentional activity recognition
Chen, K., Yao, L., Zhang, D., Guo, B. & Yu, Z., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 1344-1350 7 p. (IJCAI International Joint Conference on Artificial Intelligence, Vol. 2019-August).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open Access21 Citations (Scopus) -
Multi-agent attentional activity recognition
Chen, K., Yao, L., Zhang, D., Guo, B. & Yu, Z., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 1344-1350 7 p. (IJCAI International Joint Conference on Artificial Intelligence, Vol. 2019-August).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open Access21 Citations (Scopus) -
2018
Cascade and parallel convolutional recurrent neural networks on EEG-based intention recognition for brain computer interface
Zhang, D., Yao, L., Zhang, X., Wang, S., Chen, W. & Boots, R., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 1703-1710 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
118 Citations (Scopus) -
Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals
Zhang, X., Yao, L., Sheng, Q. Z., Kanhere, S. S., Gu, T. & Zhang, D., 22 Aug 2018, 2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018. IEEE, 8444575. (2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
69 Citations (Scopus) -
Fuzzy integral optimization with deep Q-network for EEG-based intention recognition
Zhang, D., Yao, L., Wang, S., Chen, K., Yang, Z. & Benatallah, B., 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Phung, D., Webb, G. I., Ho, B., Tseng, V. S., Ganji, M. & Rashidi, L. (eds.). Physica-Verlag, p. 156-168 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10937 LNAI).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
13 Citations (Scopus) -
Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling
Chen, K., Yao, L., Wang, X., Zhang, D., Gu, T., Yu, Z. & Yang, Z., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. IEEE, 8489767. (Proceedings of the International Joint Conference on Neural Networks, Vol. 2018-July).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
28 Citations (Scopus) -
Ready for use: Subject-independent movement intention recognition via a convolutional attention model
Zhang, D., Chen, K., Yao, L. & Wang, S., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1763-1766 4 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
20 Citations (Scopus) -
2017
Multi-person brain activity recognition via comprehensive EEG signal analysis
Zhang, X., Yao, L., Zhang, D., Wang, X., Sheng, Q. Z. & Gu, T., 7 Nov 2017, 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MobiQuitous 2017. Association for Computing Machinery, p. 28-37 10 p. (ACM International Conference Proceeding Series).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
57 Citations (Scopus) -
2016
Defect-free GeSn alloy strips on Si by Sn self-catalyzed MBE method
Yu, K., Zhang, D. L., Cong, H., Zhang, X., Zhao, Y., Cheng, B. W. & Li, C. B., 8 Nov 2016, 2016 IEEE 13th International Conference on Group IV Photonics, GFP 2016. IEEE Computer Society Press, p. 34-35 2 p. 7739080. (IEEE International Conference on Group IV Photonics GFP, Vol. 2016-November).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
3 Citations (Scopus) -
2015
A binder-free Si-based anode for Li-ion batteries
Zhang, C., Yang, F., Zhang, D., Zhang, X., Xue, C., Zuo, Y., Li, C., Cheng, B. & Wang, Q., 2015, In: RSC Advances. 5, 21, p. 15940-15943 4 p.Research output: Contribution to journal › Journal article › Research › peer-review
17 Citations (Scopus) -
Sn-Guided Defect-Free GeSn Lateral Growth on Si by Molecular Beam Epitaxy
Zhang, D., Liu, Z., Zhang, D., Zhang, X., Zhang, J., Zheng, J., Zuo, Y., Xue, C., Li, C., Oda, S., Cheng, B. & Wang, Q., 6 Aug 2015, In: Journal of Physical Chemistry C. 119, 31, p. 17842-17847 6 p.Research output: Contribution to journal › Journal article › Research › peer-review
13 Citations (Scopus) -
2014
Growth of SnO2 nanowire arrays by ultrasonic spray pyrolysis and their gas sensing performance
Sun, J., Sun, P., Zhang, D., Xu, J., Liang, X., Liu, F. & Lu, G., 2014, In: RSC Advances. 4, 82, p. 43429-43435 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
39 Citations (Scopus) -
Horizontal transfer of aligned Si nanowire arrays and their photoconductive performance
Zhang, D., Cheng, G., Wang, J., Zhang, C., Liu, Z., Zuo, Y., Zheng, J., Xue, C., Li, C., Cheng, B. & Wang, Q., 2014, In: Nanoscale Research Letters. 9, 1, 661.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access5 Citations (Scopus)