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2023 Journal Article Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design ChoicesLan, Hai, Bao, Zhifeng, Culpepper, J. Shane and Borovica-Gajic, Renata (2023). Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices. Proceedings of the ACM on Management of Data, 1 (2), 1-22. doi: 10.1145/3589284 |
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2022 Journal Article sMARE: a new paradigm to evaluate and understand query performance prediction methodsFaggioli, Guglielmo, Zendel, Oleg, Culpepper, J. Shane, Ferro, Nicola and Scholer, Falk (2022). sMARE: a new paradigm to evaluate and understand query performance prediction methods. Information Retrieval, 25 (2), 94-122. doi: 10.1007/s10791-022-09407-w |
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2021 Journal Article Let trajectories speak out the traffic bottlenecksLuo, Hui, Bao, Zhifeng, Cong, Gao, Culpepper, J. Shane and Khoa, Nguyen Lu Dang (2021). Let trajectories speak out the traffic bottlenecks. ACM Transactions on Intelligent Systems and Technology, 13 (1) 8. doi: 10.1145/3465058 |
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2021 Journal Article Topic difficulty: collection and query formulation effectsCulpepper, J. Shane, Faggioli, Guglielmo, Ferro, Nicola and Kurland, Oren (2021). Topic difficulty: collection and query formulation effects. ACM Transactions on Information Systems, 40 (1) 19, 1-36. doi: 10.1145/3470563 |
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2021 Journal Article Strong natural language query generationLiu, Binsheng, Lu, Xiaolu and Culpepper, J. Shane (2021). Strong natural language query generation. Information Retrieval Journal, 24 (4-5), 322-346. doi: 10.1007/s10791-021-09395-3 |
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2021 Journal Article Dynamic ridesharing in peak travel periodsLuo, Hui, Bao, Zhifeng, Choudhury, Farhana M. and Culpepper, J. Shane (2021). Dynamic ridesharing in peak travel periods. IEEE Transactions on Knowledge and Data Engineering, 33 (7) 8937731, 2888-2902. doi: 10.1109/tkde.2019.2961341 |
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2021 Journal Article A survey on trajectory data management, analytics, and learningWang, Sheng, Bao, Zhifeng, Culpepper, J. Shane and Cong, Gao (2021). A survey on trajectory data management, analytics, and learning. ACM Computing Surveys, 54 (2) 39, 1-36. doi: 10.1145/3440207 |
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2020 Journal Article Fewer topics? A million topics? Both?! On topics subsets in test collectionsRoitero, Kevin, Culpepper, J. Shane, Sanderson, Mark, Scholer, Falk and Mizzaro, Stefano (2020). Fewer topics? A million topics? Both?! On topics subsets in test collections. Information Retrieval, 23 (1), 49-85. doi: 10.1007/s10791-019-09357-w |
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2019 Journal Article Boosting search performance using query variationsBenham, Rodger, Mackenzie, Joel, Moffat, Alistair and Culpepper, J. Shane (2019). Boosting search performance using query variations. ACM Transactions On Information Systems, 37 (4) 41, 1-25. doi: 10.1145/3345001 |
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2019 Journal Article Fast Large-Scale Trajectory ClusteringWang, Sheng, Bao, Zhifeng, Culpepper, J. Shane, Sellis, Timos and Qin, Xiaolin (2019). Fast Large-Scale Trajectory Clustering. Proceedings of the Vldb Endowment, 13 (1), 29-42. doi: 10.14778/3357377.3357380 |
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2019 Journal Article Top-k trajectories with the best viewTripto, Nafis Irtiza, Nahar, Mahjabin, Ali, Mohammed Eunus, Choudhury, Farhana Murtaza, Culpepper, J. Shane and Sellis, Timos (2019). Top-k trajectories with the best view. Geoinformatica, 23 (4), 621-661. doi: 10.1007/s10707-019-00343-4 |
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2018 Journal Article The Maximum Trajectory Coverage Query in Spatial DatabasesAli, Mohammed Eunus, Eusuf, Shadman Saqib, Abdullah, Kaysar, Choudhury, Farhana M., Culpepper, J. Shane and Sellis, Timos (2018). The Maximum Trajectory Coverage Query in Spatial Databases. Proceedings of the VLDB Endowment, 12 (3), 197-209. doi: 10.14778/3291264.3291266 |
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2018 Journal Article Finding the optimal location and keywords in obstructed and unobstructed spaceChoudhury, Farhana Murtaza, Culpepper, J. Shane, Bao, Zhifeng and Sellis, Timos (2018). Finding the optimal location and keywords in obstructed and unobstructed space. The VLDB Journal, 27 (4), 445-470. doi: 10.1007/s00778-018-0504-y |
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2018 Journal Article Reverse $k$ Nearest Neighbor Search over TrajectoriesWang, Sheng, Bao, Zhifeng, Culpepper, J. Shane, Sellis, Timos and Cong, Gao (2018). Reverse $k$ Nearest Neighbor Search over Trajectories. IEEE Transactions on Knowledge and Data Engineering, 30 (4), 757-771. doi: 10.1109/tkde.2017.2776268 |
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2017 Journal Article Geo-Social Influence Spanning MaximizationLi, Jianxin, Sellis, Timos, Culpepper, J. Shane, He, Zhenying, Liu, Chengfei and Wang, Junhu (2017). Geo-Social Influence Spanning Maximization. IEEE Transactions On Knowledge and Data Engineering, 29 (8), 1653-1666. doi: 10.1109/TKDE.2017.2690288 |
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2017 Journal Article Efficient distributed selective searchKim, Yubin, Callan, Jamie, Culpepper, J. Shane and Moffat, Alistair (2017). Efficient distributed selective search. Information Retrieval Journal, 20 (3), 221-252. doi: 10.1007/s10791-016-9290-6 |
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2016 Journal Article Assessing efficiency–effectiveness tradeoffs in multi-stage retrieval systems without using relevance judgmentsClarke, Charles L. A., Culpepper, J. Shane and Moffat, Alistair (2016). Assessing efficiency–effectiveness tradeoffs in multi-stage retrieval systems without using relevance judgments. Information Retrieval Journal, 19 (4), 351-377. doi: 10.1007/s10791-016-9279-1 |
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2016 Journal Article The effect of pooling and evaluation depth on IR metricsLu, Xiaolu, Moffat, Alistair and Culpepper, J. Shane (2016). The effect of pooling and evaluation depth on IR metrics. Information Retrieval Journal, 19 (4), 416-445. doi: 10.1007/s10791-016-9282-6 |
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2016 Journal Article Personalized Influential Topic Search via Social Network SummarizationLi, Jianxin, Liu, Chengfei, Yu, Jeffrey Xu, Chen, Yi, Sellis, Timos and Culpepper, J. Shane (2016). Personalized Influential Topic Search via Social Network Summarization. IEEE Transactions on Knowledge and Data Engineering, 28 (7) 7434634, 1820-1834. doi: 10.1109/TKDE.2016.2542804 |
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2015 Journal Article Statistical comparisons of non-deterministic IR systems using two dimensional varianceJayasinghe, Gaya K., Webber, William, Sanderson, Mark, Dharmasena, Lasitha S. and Culpepper, J. Shane (2015). Statistical comparisons of non-deterministic IR systems using two dimensional variance. Information Processing and Management, 51 (5), 677-694. doi: 10.1016/j.ipm.2015.06.005 |
