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2020 Journal Article On the efficiency of K-means clustering : evaluation, optimization, and algorithm selectionWang, Sheng, Sun, Yuan and Bao, Zhifeng (2020). On the efficiency of K-means clustering : evaluation, optimization, and algorithm selection. Proceedings of the VLDB Endowment, 14 (2), 163-175. doi: 10.14778/3425879.3425887 |
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2020 Conference Publication Efficient mining of outlying sequence patterns for analyzing outlierness of sequence dataWang, Tingting, Duan, Lei, Dong, Guozhu and Bao, Zhifeng (2020). Efficient mining of outlying sequence patterns for analyzing outlierness of sequence data. 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), London, England, 19-23 August 2018. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3399671 |
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2020 Journal Article IMO : a toolbox for simulating and querying "infected" moving objectsXu, Jianqiu, Lu, Hua and Bao, Zhifeng (2020). IMO : a toolbox for simulating and querying "infected" moving objects. Proceedings of the VLDB Endowment, 13 (12), 2825-2828. doi: 10.14778/3415478.3415485 |
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2020 Journal Article FASTS : a satisfaction-boosting bus scheduling assistantMo, Songsong, Bao, Zhifeng, Zheng, Baihua and Peng, Zhiyong (2020). FASTS : a satisfaction-boosting bus scheduling assistant. Proceedings of the VLDB Endowment, 13 (12), 2873-2876. doi: 10.14778/3415478.3415497 |
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2020 Journal Article Towards an Optimal Outdoor Advertising Placement : When a Budget Constraint Meets Moving TrajectoriesZhang, Ping, Bao, Zhifeng, Li, Yuchen, Li, Guoliang, Zhang, Yipeng and Peng, Zhiyong (2020). Towards an Optimal Outdoor Advertising Placement : When a Budget Constraint Meets Moving Trajectories. ACM Transactions on Knowledge Discovery from Data, 14 (5), 1-32. doi: 10.1145/3350488 |
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2020 Conference Publication Effective Travel Time Estimation: When Historical Trajectories over Road Networks MatterYuan, Haitao, Li, Guoliang, Bao, Zhifeng and Feng, Ling (2020). Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter. SIGMOD/PODS '20: International Conference on Management of Data, Portland, OR United States, 14 - 19 June 2020. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3318464.3389771 |
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2020 Journal Article Interactive resource recommendation with optimization by tag association and significance analysisXie, Qing, Zhu, Yajie, Xiong, Feng, Li, Lin, Bao, Zhifeng and Liu, Yongjian (2020). Interactive resource recommendation with optimization by tag association and significance analysis. Neurocomputing, 391, 210-219. doi: 10.1016/j.neucom.2018.12.082 |
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2020 Conference Publication HQADeepHelper: A Deep Learning System for Healthcare Question AnsweringLuo, Feng, Wang, Xiaoli, Wu, Qingfeng, Liang, Jiaying, Qiu, Xueliang and Bao, Zhifeng (2020). HQADeepHelper: A Deep Learning System for Healthcare Question Answering. WWW '20: The Web Conference 2020, Taipei, Taiwan, 20 - 24 April 2020. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3366424.3383539 |
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2020 Conference Publication Online Anomalous Trajectory Detection with Deep Generative Sequence ModelingLiu, Yiding, Zhao, Kaiqi, Cong, Gao and Bao, Zhifeng (2020). Online Anomalous Trajectory Detection with Deep Generative Sequence Modeling. 2020 IEEE 36th International Conference on Data Engineering (ICDE), Dallas, TX United States, 20-24 April 2020. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icde48307.2020.00087 |
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2020 Journal Article A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and ChallengesTedjopurnomo, David Alexander, Bao, Zhifeng, Zheng, Baihua, Choudhury, Farhana and Qin, A. K. (2020). A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges. IEEE Transactions on Knowledge and Data Engineering, 1544-1561. doi: 10.1109/tkde.2020.3001195 |
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2019 Conference Publication Querying Continuous Recurrent Convoys of InterestYadamjav, Munkh-Erdene, Bao, Zhifeng, Choudhury, Farhana M., Samet, Hanan and Zheng, Baihua (2019). Querying Continuous Recurrent Convoys of Interest. SIGSPATIAL '19: 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Chicago, IL United States, 5 - 8 November 2019. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3347146.3359083 |
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2019 Journal Article Incorporating word attention with convolutional neural networks for abstractive summarizationYuan, Chengzhe, Bao, Zhifeng, Sanderson, Mark and Tang, Yong (2019). Incorporating word attention with convolutional neural networks for abstractive summarization. World Wide Web, 23 (1), 267-287. doi: 10.1007/s11280-019-00709-6 |
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2019 Journal Article ITAA : an intelligent trajectory-driven outdoor advertising deployment assistantZhang, Yipeng, Bao, Zhifeng, Mo, Songsong, Li, Yuchen and Zhou, Yanghao (2019). ITAA : an intelligent trajectory-driven outdoor advertising deployment assistant. Proceedings of the VLDB Endowment, 12 (12), 1790-1793. doi: 10.14778/3352063.3352067 |
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2019 Conference Publication Optimizing Impression Counts for Outdoor AdvertisingZhang, Yipeng, Li, Yuchen, Bao, Zhifeng, Mo, Songsong and Zhang, Ping (2019). Optimizing Impression Counts for Outdoor Advertising. WSDM '19: The Twelfth ACM International Conference on Web Search and Data Mining, Melbourne, VIC Australia, 11 - 15 February 2019. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3292500.3330829 |
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2019 Conference Publication Effective Medical Archives Processing Using Knowledge GraphsWang, Xiaoli, Wang, Rongzhen, Bao, Zhifeng, Liang, Jiayin and Lu, Wei (2019). Effective Medical Archives Processing Using Knowledge Graphs. SIGIR '19: The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, Paris, France, 21 - 25 July 2019. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3331184.3331350 |
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2019 Journal Article Balance-aware distributed string similarity-based query processing systemSun, Ji, Shang, Zeyuan, Li, Guoliang, Deng, Dong and Bao, Zhifeng (2019). Balance-aware distributed string similarity-based query processing system. Proceedings of the VLDB Endowment, 12 (9), 961-974. doi: 10.14778/3329772.3329774 |
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2019 Conference Publication Interactive Visualization of Urban Areas of Interest : A Parameter-Free and Efficient Footprint MethodLi, Mingzhao, Bao, Zhifeng, Choudhury, Farhana and Sellis, Timos (2019). Interactive Visualization of Urban Areas of Interest : A Parameter-Free and Efficient Footprint Method. WSDM '19: The Twelfth ACM International Conference on Web Search and Data Mining, Melbourne, VIC Australia, 11 - 15 February 2019. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3289600.3290612 |
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2019 Conference Publication Intelligent Traffic Analytics : From Monitoring to ControllingWang, Sheng, Shen, Yunzhuang, Bao, Zhifeng and Qin, Xiaolin (2019). Intelligent Traffic Analytics : From Monitoring to Controlling. WSDM '19: The Twelfth ACM International Conference on Web Search and Data Mining, Melbourne, VIC Australia, 11 - 15 February 2019. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3289600.3290615 |
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2019 Conference Publication Continuous range queries over multi-attribute trajectoriesXu, Jianqiu, Bao, Zhifeng and Lu, Hua (2019). Continuous range queries over multi-attribute trajectories. IEEE 35th International Conference on Data Engineering (ICDE), Macau, Peoples Republic of China, 8-11 April 2019. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDE.2019.00154 |
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2018 Journal Article Interactive resource recommendation algorithm based on tag informationXie, Qing, Xiong, Feng, Han, Tian, Liu, Yongjian, Li, Lin and Bao, Zhifeng (2018). Interactive resource recommendation algorithm based on tag information. World Wide Web-Internet and Web Information Systems, 21 (6), 1655-1673. doi: 10.1007/s11280-018-0532-y |
