Yan Zhao

Publikationer

Publikationer pr. år 2020 2021 2022 2023 2024

• 33 Konferenceartikel i proceeding
• 16 Tidsskriftartikel
• 4 Preprint

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2024

  Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing

  Zhao, Y., Zheng, K., Wang, Z., Deng, L., Yang, B., Pedersen, T. B., Jensen, C. S. & Zhou, X., jan. 2024, I: VLDB Journal. 33, 1, s. 163-184 22 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Coalition 100%
  • Priority 100%
  • Workers 100%
  • Fairness 100%
  • Allocation 100%
  1 Citationer (Scopus)

  20 Downloads (Pure)

• Task Assignment with Efficient Federated Preference Learning in Spatial Crowdsourcing

  Miao, H., Zhong, X., Liu, J., Zhao, Y., Zhao, X., Qian, W., Zheng, K. & Jensen, C. S., apr. 2024, I: IEEE Transactions on Knowledge and Data Engineering. 36, 4, s. 1800-1814 15 s., 10239279.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Preference Learning 100%
  • Local Preference 50%
  • Communication Cost 25%
  • Historical Data 25%
  • Federated Learning 25%
• 2023

  AdaTaskRec: An Adaptive Task Recommendation Framework in Spatial Crowdsourcing

  Zhao, Y., Deng, L. & Zheng, K., 28 jul. 2023, I: A C M Transactions on Information Systems. 41, 4, 95.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Workers 100%
  • Preference Learning 100%
  • Travel 41%
  • Learning 33%
  • Intention 33%
  1 Citationer (Scopus)

• Adversarial Autoencoder for Unsupervised Time Series Anomaly Detection and Interpretation

  Chen, X., Deng, L., Zhao, Y. & Zheng, K., 27 feb. 2023, WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, s. 267-275 9 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Anomaly Detection 100%
  • Autoencoder 100%
  • Time Series 100%
  • Detect Anomaly 75%
  • Multivariate Time Series 50%
  1 Citationer (Scopus)

• CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation

  Qiu, D., Wang, Y., Zhao, Y., Deng, L. & Zheng, K., 2023, Proceedings - IEEE International Conference on Mobile Data Management: MDM 2022. IEEE, s. 254-261 8 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Data Extraction 100%
  • Sparsity 50%
  • Mobile Network 50%
  • Collaborative Filtering 50%
  • Models 50%
  1 Citationer (Scopus)

• Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based Ensemble Learning

  Liang, Z., Chen, X., Zhao, Y., Xie, J., Zeng, K. & Zheng, K., 2023, IEEE International Conference on Data Mining (ICDM).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Fil

  • Ensemble Learning 100%
  • Query Optimization 33%
  • Large Scale Data 33%
  • Transfer Learning 33%
  • Embedding Method 33%
  89 Downloads (Pure)

• Fusing Local and Global Mobility Patterns for Trajectory Recovery

  Deng, L., Zhao, Y., Sun, H., Yang, C., Xie, J. & Zheng, K., 2023, Database Systems for Advanced Applications: 28th International Conference, DASFAA 2023. Wang, X., Sapino, M. L., Han, W-S., El Abbadi, A., Dobbie, G., Feng, Z., Shao, Y. & Yin, H. (red.). s. 448-463 16 s. (Lecture Notes in Computer Science; Nr. 13943).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Trajectory Data 100%
  • Graph Convolutional Network 66%
  • Superior Performance 33%
  • Transition Model 33%
  • Preprocessing Step 33%

• Learned Bloom Filter for Multi-key Membership Testing

  Li, Y., Wang, Z., Yang, R., Zhao, Y., Zhou, R. & Zheng, K., 2023, Database Systems for Advanced Applications - 28th International Conference, DASFAA 2023, Proceedings: 28th International Conference, DASFAA 2023. Wang, X., Sapino, M. L., Han, W-S., Abbadi, A. E., Dobbie, G., Feng, Z., Shao, Y. & Yin, H. (red.). Springer Nature Switzerland AG, s. 62-79 18 s. (Lecture Notes in Computer Science; Nr. 13943).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Bloom Filter 100%
  • Data Structure 20%
  • Elements 20%
  • Machine Learning 10%
  • World Wide Web Search 10%
  1 Citationer (Scopus)

• 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 s.

  Publikation: Working paper/Preprint › Preprint

  Åben adgang

  • Computation 100%
  • Speed-up 100%
  • Temporal Feature 100%
  • Constrained Device 100%
  • Storage Overhead 100%

• LightCTS: A Lightweight Framework for Correlated Time Series Forecasting

  Lai, Z., Zhang, D., Li, H., Jensen, C. S., Lu, H. & Zhao, Y., 2023, I: Proceedings of the ACM on Management of Data. 1, 2, s. 1-26 26 s., 125.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Computation 100%
  • Speed-up 100%
  • Temporal Feature 100%
  • Constrained Device 100%
  • Storage Overhead 100%

• Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing

  Zhong, X., Miao, H., Qiu, D., Zhao, Y. & Zheng, K., 21 okt. 2023, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM '23). Association for Computing Machinery, s. 3534-3543 10 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Preference Learning 100%
  • Algorithms 25%
  • Wireless Device 25%
  • Location Data 25%
  • Central Station 25%

• 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 okt. 2023, I: I E E E Transactions on Knowledge & Data Engineering. 35, 10, s. 10722-10734 13 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Effectiveness 100%
  • Efficiency 100%
  • Workers 69%
  • Group Members 66%
  • Modeling 66%
  1 Citationer (Scopus)

• Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency

  Zhao, Y., Zheng, K., Li, Y., Xia, J., Yang, B., Pedersen, T. B., Mao, R., Jensen, C. S. & Zhou, X., 1 aug. 2023, I: IEEE Transactions on Knowledge and Data Engineering. 35, 8, s. 8386-8401 16 s., 9941474.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Algorithms 100%
  • Detailed Insight 100%
  • Deadlines 100%
  • Optimal Algorithm 100%
  • Completion Time 100%
  1 Citationer (Scopus)

• S ²TUL: A Semi-Supervised Framework for Trajectory-User Linking

  Deng, L., Sun, H., Zhao, Y., Liu, S. & Zheng, K., 27 feb. 2023, WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, s. 375-383 9 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • User 100%
  • Modeling 37%
  • Graph Construction 25%
  • Evaluation Result 12%
  • Criminal Investigation 12%
  4 Citationer (Scopus)

• SimiDTR: Deep Trajectory Recovery with Enhanced Trajectory Similarity

  Zhang, Y., Deng, L., Zhao, Y., Chen, J., Xie, J. & Zheng, K., 2023, Database Systems for Advanced Applications: 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part I. Wang, X., Sapino, M. L., Han, W-S., El Abbadi, A., Dobbie, G., Feng, Z., Shao, Y. & Yin, H. (red.). Springer, s. 431-447 17 s. (Lecture Notes in Computer Science, Bind LNCS 13943).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Trajectory Data 100%
  • Trajectory 100%
  • Analogy 100%
  • Neural Network Model 50%
  • Massive Amount 50%

• ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction

  Li, S., Cui, Y., Zhao, Y., Yang, W., Zhang, R. & Zhou, X., 21 okt. 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, s. 1208–1217 10 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Traffic Prediction 100%
  • Prediction Model 40%
  • Prediction Accuracy 20%
  • Device Communication 20%
  • Subnetwork 20%

• Task Assignment with Spatio-temporal Recommendation in Spatial Crowdsourcing

  Zhu, C., Cui, Y., Zhao, Y. & Zheng, K., 2023, Web and Big Data: 6th International Joint Conference, APWeb-WAIM 2022, Nanjing, China, November 25–27, 2022, Proceedings, Part I. Li, B., Tao, C., Yue, L., Han, X., Calvanese, D. & Amagasa, T. (red.). Springer, s. 264-279 16 s. (Lecture Notes in Computer Science, Bind LNCS 13421).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Algorithms 100%
  • Temporal Context 100%
  • Smart Device 100%
  • Wireless Networks 100%
  2 Citationer (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 sep. 2023, I: IEEE Transactions on Knowledge and Data Engineering. s. 1-18 18 s., 10242138.

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  • Uncertainty Modeling 100%
  • Traffic 100%
  • Forecasting 75%
  • Estimate 75%
  • Model 50%

• 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, s. 992-1004 13 s. (Proceedings of the International Conference on Data Engineering).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Uncertainty Modeling 100%
  • Model 100%
  • Traffic 100%
  • Estimate 100%
  • Forecasting 66%
  1 Citationer (Scopus)

• Worker-Churn-based Task Assignment with Context-LSTM in Spatial Crowdsourcing

  Zhao, Y., Lai, T., Wang, Z., Chen, K., Li, H. & Zheng, K., 1 sep. 2023, I: I E E E Transactions on Knowledge & Data Engineering. 35, 9, s. 9783-9796 14 s., 10054427.

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  • Long Short-Term Memory Network 100%
  • Algorithms 33%
  • Historical Data 33%
  • Context Dependent 33%
  • Device Communication 33%
  1 Citationer (Scopus)

• Work-In-Progress: Using research-focused PBL to support computer engineering students’ learning engagement in a systemic PBL environment

  Zhao, Y. & Du, X., 2023, Transforming Engineering Education. OA udg. Aalborg Universitetsforlag, s. 287-291 5 s. (International Research Symposium on PBL).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Åben adgang

  Fil

  • Problem-Based Learning 100%
  • Research 100%
  • Student Learning 100%
  • Computers 100%
  • Support 100%
  8 Downloads (Pure)
• 2022

  A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis.

  Zhao, Y., Deng, L., Chen, X., Guo, C., Yang, B., Kieu, T., Huang, F., Pedersen, T. B., Zheng, K. & Jensen, C. S., 2022, arXiv.

  Publikation: Working paper/Preprint › Preprint

  • Time Series 100%
  • Experiment 100%
  • Anomaly Detection 100%
  • Taxonomies 60%
  • Investigation 57%

• Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders

  Kieu, T., Yang, B., Guo, C., Cirstea, R-G., Zhao, Y., Song, Y. & Jensen, C. S., 2022, Proceeding of the 38th IEEE International Conference on Data Engineering, ICDE 2022. IEEE, s. 1342-1354 13 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Anomaly Detection 100%
  • Autoencoder 100%
  • Recurrent Neural Network 22%
  • Detecting Anomaly 11%
  • Recursive Computation 11%
  18 Citationer (Scopus)

• 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.

  Publikation: Working paper/Preprint › Preprint

  Åben adgang

  • Deep Learning Model 100%
  • Design Automation 100%
  • Survey 100%
  • Edge Computing 50%
  • Data Processing 25%

• Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach

  Deng, L., Sun, H., Sun, R., Zhao, Y. & Su, H., jun. 2022, I: ACM Transactions on Intelligent Systems and Technology (TIST). 13, 3, s. 1-22 35.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Natural Language Processing 100%
  • Graph Neural Network 100%
  • Spatial Relationship 50%
  • Natural Languages 50%
  • Processing Model 50%
  4 Citationer (Scopus)

• Efficient Join Order Selection Learning with Graph-based Representation

  Chen, J., Ye, G., Zhao, Y., Liu, S., Deng, L., Chen, X., Zhou, R. & Zheng, K., 14 aug. 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, s. 97-107 11 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Deep Reinforcement Learning 100%
  • Graph-Based Representation 100%
  • Query Optimizer 66%
  • Database Management System 33%
  • Speed-up 33%
  5 Citationer (Scopus)

• Efficient Learning with Pseudo Labels for Query Cost Estimation

  Liu, S., Chen, X., Zhao, Y., Chen, J., Zhou, R. & Zheng, K., 2022, CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery, s. 1309-1318

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Query Execution 100%
  • Database Management System 50%
  • Utmost Importance 50%
  • Query Optimizer 50%
  • Transfer Learning 50%
  2 Citationer (Scopus)

• Efficient Similarity-Aware Influence Maximization in Geo-Social Network

  Chen, X., Zhao, Y., Liu, G., Sun, R., Zhou, X. & Zheng, K., 1 dec. 2022, I: IEEE Transactions on Knowledge and Data Engineering. 34, 10, s. 4767-4780 14 s.

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  Fil

  • User 100%
  • Temporal Behavior 50%
  • Algorithms 25%
  • Social Medium Platform 25%
  8 Citationer (Scopus)

  35 Downloads (Pure)

• Efficient Trajectory Similarity Computation with Contrastive Learning

  Deng, L., Zhao, Y., Fu, Z., Sun, H., Liu, S. & Zheng, K., 2022, CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery, s. 365–374

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Computation 100%
  • Contrastive Learning 100%
  • Trajectory Data 16%
  • Massive Amount 16%
  • Sampling Rate 16%
  6 Citationer (Scopus)

• Influence-aware Task Assignment in Spatial Crowdsourcing

  Chen, X., Zhao, Y., Zheng, K., Yang, B. & Jensen, C. S., aug. 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE, s. 2141-2153 13 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Algorithms 100%
  • Detailed Insight 100%
  • Assignment Problem 100%
  • Mathematical Optimization 100%
  7 Citationer (Scopus)

• Influence-aware Task Assignment in Spatial Crowdsourcing (Technical Report).

  Chen, X., Zhao, Y., Zheng, K., Yang, B. & Jensen, C. S., 2022, arXiv.

  Publikation: Working paper/Preprint › Preprint

  Åben adgang

  • Algorithms 100%
  • Detailed Insight 100%
  • Assignment Problem 100%
  • Mathematical Optimization 100%

• Loyalty-based Task Assignment in Spatial Crowdsourcing

  Lai, T., Zhao, Y., Qian, W. & Zheng, K., 2022, CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery, s. 1014–1023

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Algorithms 100%
  • Mobile Network 50%
  • Collecting Information 50%
  • Assignment Problem 50%
  • Series Prediction 50%
  4 Citationer (Scopus)

• Outlier Detection for Streaming Task Assignment in Crowdsourcing.

  Zhao, Y., Chen, X., Deng, L., Kieu, T., Guo, C., Yang, B., Zheng, K. & Jensen, C. S., 2022, Proceedings of the ACM Web Conference 2022, WWW 2022. Association for Computing Machinery, s. 1933-1943 11 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Malicious Actor 100%
  • Generative Adversarial Networks 66%
  • Bipartite Graph 33%
  • Graph Matching 33%
  • Reconstruction Error 33%
  13 Citationer (Scopus)

• Preference-aware Task Assignment in Spatial Crowdsourcing: from Individuals to Groups

  Zhao, Y., Zheng, K., Yin, H., Liu, G., Fang, J. & Zhou, X., 2022, I: I E E E Transactions on Knowledge & Data Engineering. 34, 7, s. 3461-3477 17 s.

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  Fil

  • Algorithms 100%
  • Historical Data 100%
  • Smart Device 100%
  • Individual Task 100%
  • User 100%
  24 Citationer (Scopus)

  206 Downloads (Pure)

• Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection

  Kieu, T., Yang, B., Guo, C., Jensen, C. S., Zhao, Y., Huang, F. & Zheng, K., 2022, Proceeding of the 38th IEEE International Conference on Data Engineering, ICDE 2022. IEEE, s. 3038-3050 13 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Autoencoder 100%
  • Art Performance 25%
  • Data Mining 25%
  • Dataset 25%
  • Data Series 25%
  17 Citationer (Scopus)

• Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection - Extended Version.

  Kieu, T., Yang, B., Guo, C., Jensen, C. S., Zhao, Y., Huang, F. & Zheng, K., 2022, I: CoRR. abs/2204.03341

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  • Extended Version 100%
  • Autoencoder 100%
  • Art Performance 20%
  • Data Mining 20%
  • Dataset 20%

• Sequential-knowledge-aware Next POI Recommendation: A Meta-learning Approach

  Cui, Y., Sun, H., Zhao, Y., Yin, H. & Zheng, K., apr. 2022, I: A C M Transactions on Information Systems. 40, 2, s. 1-22 22 s., 3460198.

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  • Points of Interest 100%
  • User 80%
  • Sparsity 20%
  • Recommendation Accuracy 20%
  • Graph Construction 20%
  29 Citationer (Scopus)

• Task Assignment with Federated Preference Learning in Spatial Crowdsourcing

  Liu, J., Deng, L., Miao, H., Zhao, Y. & Zheng, K., 2022, CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery, s. 1279-1288

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Preference Learning 100%
  • Local Preference 66%
  • Historical Data 33%
  • Federated Learning 33%
  • Client Server 33%
  8 Citationer (Scopus)

• Task Publication Time Recommendation in Spatial Crowdsourcing

  Chen, X., Zhao, Y. & Zheng, K., 2022, CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery, s. 232–241

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Algorithms 100%
  • Multiple Perspective 100%
  • Crowdsourcing Platform 100%
  • Graph Neural Network 100%
  • Self-Attention Mechanism 100%
  3 Citationer (Scopus)
• 2021

  Coalition-based task assignment in spatial crowdsourcing

  Zhao, Y., Guo, J., Chen, X., Hao, J., Zhou, X. & Zheng, K., apr. 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society Press, s. 241-252 12 s. 9458777. (Proceedings - International Conference on Data Engineering).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Allocation 100%
  • Crowdsourcing 100%
  • Equilibrium Model 75%
  • Algorithms 50%
  • Mobile Network 50%
  39 Citationer (Scopus)

• Community-based influence maximization in location-based social network

  Chen, X., Deng, L., Zhao, Y., Zhou, X. & Zheng, K., nov. 2021, I: World Wide Web. 24, 6, s. 1903-1928 26 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • User 100%
  • Similarities 83%
  • Maximization Problem 83%
  • Algorithms 74%
  • Major Problem 41%
  10 Citationer (Scopus)

• DAEMON: Unsupervised anomaly detection and interpretation for multivariate time series

  Chen, X., Deng, L., Huang, F., Zhang, C., Zhang, Z., Zhao, Y. & Zheng, K., apr. 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, s. 2225-2230 6 s. 9458835. (Proceedings - International Conference on Data Engineering, Bind 2021-April).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Anomaly Detection 100%
  • Multivariate Time Series 100%
  • Time Series 100%
  • Reconstruction Error 50%
  • Detect Anomaly 50%
  46 Citationer (Scopus)

• Fairness-aware task assignment in spatial crowdsourcing: Game-theoretic approaches

  Zhao, Y., Zheng, K., Guo, J., Yang, B., Pedersen, T. B. & Jensen, C. S., apr. 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, s. 265-276 12 s. (Proceedings - International Conference on Data Engineering, Bind 2021-April).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Algorithms 100%
  • Dynamic Programming 50%
  • User 50%
  47 Citationer (Scopus)

• HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions

  Deng, L., Chen, X., Zhao, Y. & Zheng, K., 2021, Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Proceedings. Jensen, C. S., Lim, E-P., Yang, D-N., Lee, W-C., Tseng, V. S., Kalogeraki, V., Huang, J-W. & Shen, C-Y. (red.). Springer, s. 641-649 9 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 12681 LNCS).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Feature Interaction 100%
  • Anomaly Detection 100%
  • Multivariate Time Series 100%
  • Data Detection 16%
  • Performance Model 16%
  4 Citationer (Scopus)

• Lane Change Scheduling for Autonomous Vehicle: A Prediction-and-Search Framework

  Liu, S., Su, H., Zhao, Y., Zeng, K. & Zheng, K., 14 aug. 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, s. 3343-3353 11 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Autonomous Vehicles 100%
  • And-States 16%
  • Emerging Technology 16%
  • Interdisciplinary 16%
  • Search Space 16%
  16 Citationer (Scopus)

• Personalized Dynamic Knowledge-Aware Recommendation with Hybrid Explanations

  Sun, H., Wu, Z., Cui, Y., Deng, L., Zhao, Y. & Zheng, K., 2021, Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Proceedings. Jensen, C. S., Lim, E-P., Yang, D-N., Lee, W-C., Tseng, V. S., Kalogeraki, V., Huang, J-W. & Shen, C-Y. (red.). Springer, s. 148-164 17 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 12683 LNCS).

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  • User Preference 75%
  • Research Community 25%
  • User Modeling 25%
  • Recommender Systems 25%
  4 Citationer (Scopus)

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  Li, Y., Zhao, Y. & Zheng, K., 2021, Proceedings - 21st IEEE International Conference on Data Mining, ICDM 2021. Bailey, J., Miettinen, P., Koh, Y. S., Tao, D. & Wu, X. (red.). IEEE, s. 350-359 10 s. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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  17 Citationer (Scopus)

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  Duan, T., Wu, Y., Yang, K., Oh, J., Yang, C., Chen, S., Zhong, C., Yu, D., Zhao, Y. & Lu, S., 21 okt. 2021, I: Journal of Materials Chemistry C. 9, 39, s. 13625-13629 5 s.

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  4 Citationer (Scopus)

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  Zhao, Y., Zhou, L., Deng, L., Zheng, V. W., Yin, H. & Zheng, K., 2021, Proceedings of 2021 7th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2021. Li, D., Zhou, M., Wang, W., Zou, Y., Luo, M. & Zhang, Q. (red.). IEEE, s. 15-19 5 s.

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  • Convolutional Network 100%
  • Graph Convolutional Network 66%
  • Link Prediction 33%
  • Unstructured Information 33%

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  Ye, G., Zhao, Y., Chen, X. & Zheng, K., 26 okt. 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, s. 2404-2413 10 s.

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  • Algorithms 100%
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  19 Citationer (Scopus)