每年的科研成果
每年的科研成果
搜索结果
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2024
Applications and Challenges for Large Language Models: From Data Management Perspective
Zhang, M., Ji, Z., Luo, Z., Wu, Y. & Chai, C., 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering, ICDE 2024. IEEE Computer Society, 页码 5530-5541 12 页码 (Proceedings - International Conference on Data Engineering).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
2 引用 （Scopus） -
DMRNet: Effective Network for Accurate Discharge Medication Recommendation
Shi, J., Wang, Y., Zhang, C., Luo, Z., Chai, C. & Zhang, M., 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering, ICDE 2024. IEEE Computer Society, 页码 3393-3406 14 页码 (Proceedings - International Conference on Data Engineering).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
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Managing Metaverse Data Tsunami: Actionable Insights
Zhang, B., Chen, G., Ooi, B. C., Shou, M. Z., Tan, K. L., Tung, A. K. H., Xiao, X., Yip, J. W. L. & Zhang, M., 2024, (已接受/待刊) 在: IEEE Transactions on Knowledge and Data Engineering. 页码 1-20 20 页码科研成果: 期刊稿件 › 文章 › 同行评审
开放访问2 引用 （Scopus） -
MedMM: A Multimodal Fusion Framework for 3D Medical Image Classification with Multigranular Text Guidance
Zhao, S., Zhang, M., Zhu, X., Li, J., Duan, Y., Zhuo, Z., Liu, Y. & Ye, C., 2024, Proceedings - 2024 10th International Conference on Big Data Computing and Communications, BIGCOM 2024. 2024 编辑 Institute of Electrical and Electronics Engineers Inc., 页码 42-49 8 页码科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
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RCBench: an RDMA-enabled transaction framework for analyzing concurrency control algorithms
Zhao, H., Li, J., Lu, W., Zhang, Q., Yang, W., Zhong, J., Zhang, M., Li, H., Du, X. & Pan, A., 3月 2024, 在: VLDB Journal. 33, 2, 页码 543-567 25 页码科研成果: 期刊稿件 › 文章 › 同行评审
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Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration
Huang, P., Zhang, M., Zhong, Z., Chai, C. & Fan, J., 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering, ICDE 2024. IEEE Computer Society, 页码 3462-3475 14 页码 (Proceedings - International Conference on Data Engineering).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
1 引用 （Scopus） -
生成式大语言模型在中文放射医学领域的应用研究
Chen, L., Gao, X., Hou, H., Ye, C., Liu, Y. & Zhang, M., 1 9月 2024, 在: Journal of Frontiers of Computer Science and Technology. 18, 9, 页码 2337-2348 12 页码科研成果: 期刊稿件 › 文章 › 同行评审
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2023
A Survey on Deep Reinforcement Learning for Data Processing and Analytics
Cai, Q., Cui, C., Xiong, Y., Wang, W., Xie, Z. & Zhang, M., 1 5月 2023, 在: IEEE Transactions on Knowledge and Data Engineering. 35, 5, 页码 4446-4465 20 页码科研成果: 期刊稿件 › 文章 › 同行评审
开放访问23 引用 （Scopus） -
A Survey on the Integration of Blockchains and Databases
Zhu, C., Li, J., Zhong, Z., Yue, C. & Zhang, M., 6月 2023, 在: Data Science and Engineering. 8, 2, 页码 196-219 24 页码科研成果: 期刊稿件 › 文献综述 › 同行评审
开放访问7 引用 （Scopus） -
Context-Aware Semantic Type Identification for Relational Attributes
Ding, Y., Guo, Y. H., Lu, W., Li, H. X., Zhang, M. H., Li, H., Pan, A. Q. & Du, X. Y., 7月 2023, 在: Journal of Computer Science and Technology. 38, 4, 页码 927-946 20 页码科研成果: 期刊稿件 › 文章 › 同行评审
2 引用 （Scopus） -
Deep Co-Training for Cross-Modality Medical Image Segmentation
Zhu, L., Chan, L. L., Ng, T. K., Zhang, M. & Ooi, B. C., 28 9月 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (编辑). IOS Press BV, 页码 3140-3147 8 页码 (Frontiers in Artificial Intelligence and Applications; 卷 372).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
开放访问3 引用 （Scopus） -
ECGGAN: A Framework for Effective and Interpretable Electrocardiogram Anomaly Detection
Wang, H., Luo, Z., Yip, J. W. L., Ye, C. & Zhang, M., 4 8月 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, 页码 5071-5081 11 页码 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
2 引用 （Scopus） -
Efficiently Supporting Multi-Level Serializability in Decentralized Database Systems
Zhao, Z., Zhao, H., Zhuang, Q., Lu, W., Li, H., Zhang, M., Pan, A. & Du, X., 1 12月 2023, 在: IEEE Transactions on Knowledge and Data Engineering. 35, 12, 页码 12618-12633 16 页码科研成果: 期刊稿件 › 文章 › 同行评审
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Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System
Wu, Y., Xing, N., Chen, G., Dinh, T. T. A., Luo, Z., Ooi, B. C., Xiao, X. & Zhang, M., 2023, 在: Proceedings of the VLDB Endowment. 16, 10, 页码 2470-2484 15 页码科研成果: 期刊稿件 › 会议文章 › 同行评审
19 引用 （Scopus） -
GlassDB: An Efficient Verifiable Ledger Database System Through Transparency
Yue, C., Chen, G., Dinh, T. T. A., Ooi, B. C., Xie, Z., Xiao, X. & Zhang, M., 2023, 在: Proceedings of the VLDB Endowment. 16, 6, 页码 1359-1371 13 页码科研成果: 期刊稿件 › 会议文章 › 同行评审
开放访问12 引用 （Scopus） -
Knowledge-graph-enabled biomedical entity linking: a survey
Shi, J., Yuan, Z., Guo, W., Ma, C., Chen, J. & Zhang, M., 9月 2023, 在: World Wide Web. 26, 5, 页码 2593-2622 30 页码科研成果: 期刊稿件 › 文章 › 同行评审
开放访问9 引用 （Scopus） -
MINT: Detecting Fraudulent Behaviors from Time-series Relational Data
Xiao, F., Wu, Y., Zhang, M., Chen, G. & Ooi, B. C., 2023, 在: Proceedings of the VLDB Endowment. 16, 12, 页码 3710-3723 14 页码科研成果: 期刊稿件 › 会议文章 › 同行评审
7 引用 （Scopus） -
PA-FEAT: Fast Feature Selection for Structured Data via Progress-Aware Multi-Task Deep Reinforcement Learning
Zhang, J., Luo, Z., Xu, Q. & Zhang, M., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society, 页码 394-407 14 页码 (Proceedings - International Conference on Data Engineering; 卷 2023-April).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
3 引用 （Scopus） -
Pay "attention" to Chart Images for What You Read on Text
Yang, C., Fan, R., Tang, N., Zhang, M., Zhao, X., Fan, J. & Du, X., 4 6月 2023, SIGMOD 2023 - Companion of the 2023 ACM/SIGMOD International Conference on Management of Data. Association for Computing Machinery, 页码 111-114 4 页码 (Proceedings of the ACM SIGMOD International Conference on Management of Data).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
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SynBERT: Chinese Synonym Discovery on Privacy-Constrain Medical Terms with Pre-trained BERT
Zeng, L., Yao, C., Zhang, M. & Xie, Z., 2023, Web and Big Data - 6th International Joint Conference, APWeb-WAIM 2022, Proceedings. Li, B., Tao, C., Yue, L., Han, X., Calvanese, D. & Amagasa, T. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 331-344 14 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13421 LNCS).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
2 引用 （Scopus） -
The Metaverse Data Deluge: What Can We Do About It?
Ooi, B. C., Chen, G., Shou, M. Z., Tan, K. L., Tung, A., Xiao, X., Luen Yip, J. W., Zhang, B. & Zhang, M., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society, 页码 3675-3687 13 页码 (Proceedings - International Conference on Data Engineering; 卷 2023-April).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
5 引用 （Scopus） -
VeriBench: Analyzing the Performance of Database Systems with Verifiability
Yue, C., Zhang, M., Zhu, C., Chen, G., Loghin, D. & Ooi, B. C., 2023, 在: Proceedings of the VLDB Endowment. 16, 9, 页码 2145-2157 13 页码科研成果: 期刊稿件 › 会议文章 › 同行评审
2 引用 （Scopus） -
2022
A Two-Phase Approach for Recognizing Tables with Complex Structures
Li, H., Zeng, L., Zhang, W., Zhang, J., Fan, J. & Zhang, M., 2022, Database Systems for Advanced Applications - 27th International Conference, DASFAA 2022, Proceedings. Bhattacharya, A., Lee Mong Li, J., Agrawal, D., Reddy, P. K., Mohania, M., Mondal, A., Goyal, V. & Uday Kiran, R. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 587-595 9 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13245 LNCS).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
3 引用 （Scopus） -
DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics
Zheng, K., Herschel, M., Cai, S., Zhang, M., Chua, H. R. & Ooi, B. C., 2022, 在: Proceedings of the VLDB Endowment. 15, 12, 页码 3445-3458 14 页码科研成果: 期刊稿件 › 会议文章 › 同行评审
7 引用 （Scopus） -
OpenTFV: An Open Domain Table-Based Fact Verification System
Gu, Z., Fan, R., Zhao, X., Zhang, M., Fan, J. & Du, X., 10 6月 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, 页码 2405-2408 4 页码 (Proceedings of the ACM SIGMOD International Conference on Management of Data).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
2 引用 （Scopus） -
Semantics Driven Embedding Learning for Effective Entity Alignment
Zhong, Z., Zhang, M., Fan, J. & Dou, C., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE Computer Society, 页码 2127-2140 14 页码 (Proceedings - International Conference on Data Engineering; 卷 2022-May).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
36 引用 （Scopus） -
Serverless Data Science-Are We There Yet? A Case Study of Model Serving
Wu, Y., Dinh, T. T. A., Hu, G., Zhang, M., Chee, Y. M. & Ooi, B. C., 10 6月 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, 页码 1866-1875 10 页码 (Proceedings of the ACM SIGMOD International Conference on Management of Data).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
开放访问14 引用 （Scopus） -
The DB Community vis-à-vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander?
Ailamaki, A., Battle, L., Gehrke, J., Kitsuregawa, M., Maier, D., Re, C., Zhang, M. & Balazinska, M., 10 6月 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, 页码 2498-2500 3 页码 (Proceedings of the ACM SIGMOD International Conference on Management of Data).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
开放访问 -
2021
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment
Cui, C., Wang, W., Zhang, M., Chen, G., Luo, Z. & Ooi, B. C., 2021, 在: Proceedings of the ACM SIGMOD International Conference on Management of Data. 页码 2208-2216 9 页码科研成果: 期刊稿件 › 会议文章 › 同行评审
开放访问8 引用 （Scopus） -
ARM-Net: Adaptive Relation Modeling Network for Structured Data
Cai, S., Zheng, K., Chen, G., Jagadish, H. V., Ooi, B. C. & Zhang, M., 2021, 在: Proceedings of the ACM SIGMOD International Conference on Management of Data. 页码 207-220 14 页码科研成果: 期刊稿件 › 会议文章 › 同行评审
开放访问36 引用 （Scopus） -
Blockchains vs. Distributed Databases: Dichotomy and Fusion
Ruan, P., Dinh, T. T. A., Loghin, D., Zhang, M., Chen, G., Lin, Q. & Ooi, B. C., 2021, 在: Proceedings of the ACM SIGMOD International Conference on Management of Data. 页码 1504-1517 14 页码科研成果: 期刊稿件 › 会议文章 › 同行评审
52 引用 （Scopus） -
Improving Data Analytics with Fast and Adaptive Regularization
Luo, Z., Cai, S., Chen, G., Gao, J., Lee, W. C., Ngiam, K. Y. & Zhang, M., 1 2月 2021, 在: IEEE Transactions on Knowledge and Data Engineering. 33, 2, 页码 551-568 18 页码, 8713578.科研成果: 期刊稿件 › 文章 › 同行评审
开放访问10 引用 （Scopus） -
Learning Dynamic Coherence with Graph Attention Network for Biomedical Entity Linking
Bo, M. & Zhang, M., 18 7月 2021, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; 卷 2021-July).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
4 引用 （Scopus） -
LineageChain: a fine-grained, secure and efficient data provenance system for blockchains
Ruan, P., Dinh, T. T. A., Lin, Q., Zhang, M., Chen, G. & Ooi, B. C., 1月 2021, 在: VLDB Journal. 30, 1, 页码 3-24 22 页码科研成果: 期刊稿件 › 文章 › 同行评审
41 引用 （Scopus） -
MLCask: Efficient management of component evolution in collaborative data analytics pipelines
Luo, Z., Yeung, S. H., Zhang, M., Zheng, K., Zhu, L., Chen, G., Fan, F., Lin, Q., Ngiam, K. Y. & Chin Ooi, B., 4月 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society, 页码 1655-1666 12 页码 9458924. (Proceedings - International Conference on Data Engineering; 卷 2021-April).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
开放访问25 引用 （Scopus）
- Citations
- Citation Indexes: 25
- Patent Family Citations: 1
- Captures
- Readers: 12
- Mentions
- References: 1
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Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation
Zhu, L., Yang, K., Zhang, M., Chan, L. L., Ng, T. K. & Ooi, B. C., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 394-404 11 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 12902 LNCS).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
20 引用 （Scopus） -
SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis
Xing, N., Yeung, S. H., Cai, C. H., Ng, T. K., Wang, W., Yang, K., Yang, N., Zhang, M., Chen, G. & Ooi, B. C., 17 10月 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, 页码 1293-1302 10 页码 (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
开放访问3 引用 （Scopus） -
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal
Zhu, L., Luo, Z., Wang, W., Zhang, M., Chen, G. & Zheng, K., 17 10月 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, 页码 3024-3033 10 页码 (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
开放访问 -
2020
Analysis of Indexing Structures for Immutable Data
Yue, C., Xie, Z., Zhang, M., Chen, G., Ooi, B. C., Wang, S. & Xiao, X., 14 6月 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, 页码 925-935 11 页码 (Proceedings of the ACM SIGMOD International Conference on Management of Data).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
开放访问29 引用 （Scopus） -
A Transactional Perspective on Execute-order-validate Blockchains
Ruan, P., Loghin, D., Ta, Q. T., Zhang, M., Chen, G. & Ooi, B. C., 14 6月 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, 页码 543-557 15 页码 (Proceedings of the ACM SIGMOD International Conference on Management of Data).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
开放访问92 引用 （Scopus） -
Cool: A COhort OnLine analytical processing system
Xie, Z., Ying, H., Yue, C., Zhang, M., Chen, G. & Ooi, B. C., 4月 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, 页码 577-588 12 页码 9101559. (Proceedings - International Conference on Data Engineering; 卷 2020-April).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
4 引用 （Scopus） -
ForkBase: Immutable, tamper-evident storage substrate for branchable applications
Lin, Q., Yang, K., Anh Dinh, T. T., Cai, Q., Chen, G., Ooi, B. C., Ruan, P., Wang, S., Xie, Z., Zhang, M. & Vandans, O., 4月 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, 页码 1718-1721 4 页码 9101587. (Proceedings - International Conference on Data Engineering; 卷 2020-April).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
开放访问12 引用 （Scopus） -
Revealing Every Story of Data in Blockchain Systems
Ruan, P., Anh DInh, T. T., Lin, Q., Zhang, M., Chen, G. & Chin Ooi, B., 4 9月 2020, 在: SIGMOD Record. 49, 1, 页码 70-77 8 页码科研成果: 期刊稿件 › 文章 › 同行评审
20 引用 （Scopus） -
Spitz: A Verifiable Database System
Zhang, M., Xie, Z., Yue, C. & Zhong, Z., 2020, 在: Proceedings of the VLDB Endowment. 13, 12, 页码 3449-3460 12 页码科研成果: 期刊稿件 › 文章 › 同行评审
开放访问19 引用 （Scopus） -
The Disruptions of 5G on Data-Driven Technologies and Applications
Loghin, D., Cai, S., Chen, G., Dinh, T. T. A., Fan, F., Lin, Q., Ng, J., Ooi, B. C., Sun, X., Ta, Q. T., Wang, W., Xiao, X., Yang, Y., Zhang, M. & Zhang, Z., 1 6月 2020, 在: IEEE Transactions on Knowledge and Data Engineering. 32, 6, 页码 1179-1198 20 页码, 8961984.科研成果: 期刊稿件 › 文章 › 同行评审
开放访问71 引用 （Scopus） -
2019
Fast Failure Recovery in Vertex-Centric Distributed Graph Processing Systems
Lu, W., Shen, Y., Wang, T., Zhang, M., Jagadish, H. V. & Du, X., 1 4月 2019, 在: IEEE Transactions on Knowledge and Data Engineering. 31, 4, 页码 733-746 14 页码, 8371278.科研成果: 期刊稿件 › 文章 › 同行评审
12 引用 （Scopus） -
2018
A comprehensive performance evaluation of modern in-memory indices
Xie, Z., Cai, Q., Chen, G., Mao, R. & Zhang, M., 24 10月 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., 页码 641-652 12 页码 8509285. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
15 引用 （Scopus） -
Adaptive lightweight regularization tool for complex analytics
Luo, Z., Cai, S., Gao, J., Zhang, M., Ngiam, K. Y., Chen, G. & Lee, W. C., 24 10月 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., 页码 485-496 12 页码 8509272. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
15 引用 （Scopus） -
Continuous proximity detection via predictive safe region construction
Xu, Y., Zhang, D., Zhang, M., Li, D., Wang, X. & Shen, H. T., 24 10月 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., 页码 629-640 12 页码 8509284. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审
7 引用 （Scopus） -
Effective temporal dependence discovery in time series data
Cai, Q., Xie, Z., Zhang, M., Chen, G., Jagadish, H. V. & Ooi, B. C., 2018, 在: Proceedings of the VLDB Endowment. 11, 8, 页码 893-905 13 页码科研成果: 期刊稿件 › 会议文章 › 同行评审
8 引用 （Scopus）
