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ORCIDChristian S. Jensen
Person information
- affiliation: Aalborg University, Denmark
- affiliation (former): Aarhus University, Denmark
- award (2019): TCDE Impact Award
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2020 – today
- 2023
[j195]Huan Li
, Hua Lu, Christian S. Jensen, Bo Tang, Muhammad Aamir Cheema:
Spatial Data Quality in the Internet of Things: Management, Exploitation, and Prospects. ACM Comput. Surv. 55(3): 57:1-57:41 (2023)- [j194]Lu Chen, Yunjun Gao, Xuan Song, Zheng Li, Yifan Zhu, Xiaoye Miao, Christian S. Jensen:
Indexing Metric Spaces for Exact Similarity Search. ACM Comput. Surv. 55(6): 128:1-128:39 (2023) - [j193]Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen:
AutoCTS+: Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting. Proc. ACM Manag. Data 1(1): 97:1-97:26 (2023) - [j192]Zhichen Lai, Dalin Zhang, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao:
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting. Proc. ACM Manag. Data 1(2): 125:1-125:26 (2023) - [j191]David Campos, Miao Zhang, Bin Yang, Tung Kieu, Chenjuan Guo, Christian S. Jensen:
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation. Proc. ACM Manag. Data 1(2): 171:1-171:27 (2023) - [j190]Ziquan Fang, Shenghao Gong, Lu Chen, Jiachen Xu, Yunjun Gao, Christian S. Jensen:
Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams. Proc. ACM Manag. Data 1(2): 173:1-173:25 (2023) - [j189]Xi Zhao, Bolong Zheng, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou, Christian S. Jensen:
FARGO: Fast Maximum Inner Product Search via Global Multi-Probing. Proc. VLDB Endow. 16(5): 1100-1112 (2023) - [j188]Bolong Zheng, Qi Hu, Lingfeng Ming, Jilin Hu, Lu Chen, Kai Zheng, Christian S. Jensen:
SOUP: Spatial-Temporal Demand Forecasting and Competitive Supply in Transportation. IEEE Trans. Knowl. Data Eng. 35(2): 2034-2047 (2023) - [j187]Dingming Wu, Erjia Xiao, Yi Zhu, Christian S. Jensen, Kezhong Lu:
Efficient Retrieval of the Top-$k$k Most Relevant Event-Partner Pairs. IEEE Trans. Knowl. Data Eng. 35(3): 2529-2543 (2023) - [j186]Yan Zhao, Kai Zheng, Yunchuan Li, Jinfu Xia, Bin Yang, Torben Bach Pedersen, Rui Mao, Christian S. Jensen, Xiaofang Zhou:
Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Trans. Knowl. Data Eng. 35(8): 8386-8401 (2023) - [j185]Pengfei Jin, Lu Chen, Yunjun Gao, Xueqin Chang, Zhanyu Liu, Shu Shen, Christian S. Jensen:
Maximizing the influence of bichromatic reverse k nearest neighbors in geo-social networks. World Wide Web (WWW) 26(4): 1567-1598 (2023) - [c243]Guanli Liu, Jianzhong Qi, Christian S. Jensen, James Bailey, Lars Kulik:
Efficiently Learning Spatial Indices. ICDE 2023: 1572-1584 - [c242]Bolong Zheng, Yong Ma, Jingyi Wan, Yongyong Gao, Kai Huang, Xiaofang Zhou, Christian S. Jensen:
Reinforcement Learning based Tree Decomposition for Distance Querying in Road Networks. ICDE 2023: 1678-1690 - [c241]Xiao Li, Huan Li, Harry Kai-Ho Chan, Hua Lu, Christian S. Jensen:
Data Imputation for Sparse Radio Maps in Indoor Positioning. ICDE 2023: 2235-2248 - [c240]Bolong Zheng, Ziyang Yue, Qi Hu, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou, Christian S. Jensen:
Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search. ICDE 2023: 3209-3221 - [c239]Sean Bin Yang, Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen:
LightPath: Lightweight and Scalable Path Representation Learning. KDD 2023: 2999-3010 - [c238]Bolong Zheng, Lei Bi, Ruijie Xi, Lu Chen, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen:
RHB-Net: A Relation-aware Historical Bridging Network for Text2SQL Auto-Completion. SIGIR 2023: 1458-1467 - [i51]Zhichen Lai, Dalin Zhang, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao:
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting. CoRR abs/2302.11974 (2023) - [i50]David Campos, Miao Zhang, Bin Yang, Tung Kieu, Chenjuan Guo, Christian S. Jensen:
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation - Extended Version. CoRR abs/2302.12721 (2023) - [i49]Xiao Li, Huan Li, Harry Kai-Ho Chan, Hua Lu, Christian S. Jensen:
Data Imputation for Sparse Radio Maps in Indoor Positioning (Extended Version). CoRR abs/2302.13022 (2023) - [i48]Yumeng Song, Yu Gu, Tianyi Li, Jianzhong Qi, Zhenghao Liu, Christian S. Jensen, Ge Yu:
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network. CoRR abs/2303.06213 (2023) - [i47]Yan Lin, Huaiyu Wan, Jilin Hu, Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen:
Origin-Destination Travel Time Oracle for Map-based Services. CoRR abs/2307.03048 (2023) - [i46]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Towards Mobility Data Science (Vision Paper). CoRR abs/2307.05717 (2023) - [i45]Sean Bin Yang, Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen:
LightPath: Lightweight and Scalable Path Representation Learning. CoRR abs/2307.10171 (2023) - 2022
- [j184]Bezaye Tesfaye, Nikolaus Augsten, Mateusz Pawlik, Michael H. Böhlen, Christian S. Jensen:
Speeding Up Reachability Queries in Public Transport Networks Using Graph Partitioning. Inf. Syst. Frontiers 24(1): 11-29 (2022) - [j183]Huan Li, Lanjing Yi, Bo Tang, Hua Lu, Christian S. Jensen:
Efficient and Error-bounded Spatiotemporal Quantile Monitoring in Edge Computing Environments. Proc. VLDB Endow. 15(9): 1753-1765 (2022) - [j182]Zezhi Shao, Zhao Zhang, Wei Wei, Fei Wang, Yongjun Xu, Xin Cao, Christian S. Jensen:
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting. Proc. VLDB Endow. 15(11): 2733-2746 (2022) - [j181]Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen:
Relational Fusion Networks: Graph Convolutional Networks for Road Networks. IEEE Trans. Intell. Transp. Syst. 23(1): 418-429 (2022) - [j180]Lu Chen, Yunjun Gao, Xingrui Huang, Christian S. Jensen, Bolong Zheng:
Efficient Distributed Clustering Algorithms on Star-Schema Heterogeneous Graphs. IEEE Trans. Knowl. Data Eng. 34(10): 4781-4796 (2022) - [j179]Dingming Wu, Ilkcan Keles, Song Wu, Hao Zhou, Simonas Saltenis, Christian S. Jensen, Kezhong Lu:
Density-Based Top-K Spatial Textual Clusters Retrieval. IEEE Trans. Knowl. Data Eng. 34(11): 5263-5277 (2022) - [j178]Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen:
UniTE - The Best of Both Worlds: Unifying Function-fitting and Aggregation-based Approaches to Travel Time and Travel Speed Estimation. ACM Trans. Spatial Algorithms Syst. 8(4): 30:1-30:26 (2022) - [j177]Yifan Zhu, Lu Chen, Yunjun Gao, Christian S. Jensen:
Pivot selection algorithms in metric spaces: a survey and experimental study. VLDB J. 31(1): 23-47 (2022) - [j176]Anton Dignös, Michael H. Böhlen, Johann Gamper, Christian S. Jensen, Peter Moser:
Leveraging range joins for the computation of overlap joins. VLDB J. 31(1): 75-99 (2022) - [j175]Bolong Zheng, Xi Zhao, Lianggui Weng, Quoc Viet Hung Nguyen, Hang Liu, Christian S. Jensen:
PM-LSH: a fast and accurate in-memory framework for high-dimensional approximate NN and closest pair search. VLDB J. 31(6): 1339-1363 (2022) - [c237]Tung Kieu, Bin Yang, Chenjuan Guo, Razvan-Gabriel Cirstea, Yan Zhao, Yale Song, Christian S. Jensen:
Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders. ICDE 2022: 1342-1354 - [c236]Xuanhao Chen, Yan Zhao, Kai Zheng, Bin Yang, Christian S. Jensen:
Influence-aware Task Assignment in Spatial Crowdsourcing. ICDE 2022: 2141-2153 - [c235]Bolong Zheng, Jingyi Wan, Yongyong Gao, Yong Ma, Kai Huang, Xiaofang Zhou, Christian S. Jensen:
Workload-Aware Shortest Path Distance Querying in Road Networks. ICDE 2022: 2372-2384 - [c234]Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Yunjun Gao, Jilin Hu:
Evolutionary Clustering of Moving Objects. ICDE 2022: 2399-2411 - [c233]Sean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang, Jian Tang, Christian S. Jensen:
Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning. ICDE 2022: 2873-2885 - [c232]Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Yan Zhao, Feiteng Huang, Kai Zheng:
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection. ICDE 2022: 3038-3050 - [c231]Ziquan Fang, Yuntao Du, Xinjun Zhu, Danlei Hu, Lu Chen, Yunjun Gao, Christian S. Jensen:
Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022: 347-356 - [c230]Huan Li, Bo Tang, Hua Lu, Muhammad Aamir Cheema, Christian S. Jensen:
Spatial Data Quality in the IoT Era: Management and Exploitation. SIGMOD Conference 2022: 2474-2482 - [c229]Christian S. Jensen:
Digitalization in the Service of Society: The Case of Big Vehicle Trajectory Data. SSDBM 2022: 26:1 - [c228]Yan Zhao, Xuanhao Chen, Liwei Deng, Tung Kieu, Chenjuan Guo, Bin Yang, Kai Zheng, Christian S. Jensen:
Outlier Detection for Streaming Task Assignment in Crowdsourcing. WWW 2022: 1933-1943 - [i44]Xuanhao Chen, Yan Zhao, Kai Zheng, Bin Yang, Christian S. Jensen:
Influence-aware Task Assignment in Spatial Crowdsourcing (Technical Report). CoRR abs/2203.14241 (2022) - [i43]Sean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang, Jian Tang, Christian S. Jensen:
Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning - Extended Version. CoRR abs/2203.16110 (2022) - [i42]Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Yan Zhao, Feiteng Huang, Kai Zheng:
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection - Extended Version. CoRR abs/2204.03341 (2022) - [i41]Pengfei Jin, Lu Chen, Yunjun Gao, Xueqin Chang, Zhanyu Liu, Christian S. Jensen:
Maximizing the Influence of Bichromatic Reverse k Nearest Neighbors in Geo-Social Networks. CoRR abs/2204.10203 (2022) - [i40]Zezhi Shao, Zhao Zhang, Wei Wei, Fei Wang, Yongjun Xu, Xin Cao, Christian S. Jensen:
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting. CoRR abs/2206.09112 (2022) - [i39]Dalin Zhang, Kaixuan Chen, Yan Zhao, Bin Yang, Lina Yao, Christian S. Jensen:
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey. CoRR abs/2208.10498 (2022) - [i38]Yan Zhao, Liwei Deng, Xuanhao Chen, Chenjuan Guo, Bin Yang, Tung Kieu, Feiteng Huang, Torben Bach Pedersen, Kai Zheng, Christian S. Jensen:
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis. CoRR abs/2209.04635 (2022) - [i37]Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen:
Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting. CoRR abs/2211.16126 (2022) - [i36]Yunyao Cheng, Chenjuan Guo, Kaixuan Chen, Kai Zhao, Bin Yang, Jiandong Xie, Christian S. Jensen, Feiteng Huang, Kai Zheng:
A Pattern Discovery Approach to Multivariate Time Series Forecasting. CoRR abs/2212.10306 (2022) - [i35]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12(1): 1-34 (2022) - 2021
- [j174]Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen:
TRACE: Real-time Compression of Streaming Trajectories in Road Networks. Proc. VLDB Endow. 14(7): 1175-1187 (2021) - [j173]Bolong Zheng, Lei Bi, Juan Cao, Hua Chai, Jun Fang, Lu Chen, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen:
SpeakNav: Voice-based Route Description Language Understanding for Template Driven Path Search. Proc. VLDB Endow. 14(12): 3056-3068 (2021) - [j172]David Campos, Tung Kieu, Chenjuan Guo, Feiteng Huang, Kai Zheng, Bin Yang, Christian S. Jensen:
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles. Proc. VLDB Endow. 15(3): 611-623 (2021) - [j171]Xinle Wu, Dalin Zhang, Chenjuan Guo, Chaoyang He, Bin Yang, Christian S. Jensen:
AutoCTS: Automated Correlated Time Series Forecasting. Proc. VLDB Endow. 15(4): 971-983 (2021) - [j170]Hao Huang, Qian Yan, Lu Chen, Yunjun Gao, Christian S. Jensen:
Statistical Inference of Diffusion Networks. IEEE Trans. Knowl. Data Eng. 33(2): 742-753 (2021) - [j169]Ziquan Fang, Lu Chen, Yunjun Gao, Lu Pan, Christian S. Jensen:
Dragoon: a hybrid and efficient big trajectory management system for offline and online analytics. VLDB J. 30(2): 287-310 (2021) - [j168]Zhida Chen, Lisi Chen, Gao Cong, Christian S. Jensen:
Location- and keyword-based querying of geo-textual data: a survey. VLDB J. 30(4): 603-640 (2021) - [c227]Zhe Li, Tsz Nam Chan, Man Lung Yiu, Christian S. Jensen:
PolyFit: Polynomial-based Indexing Approach for Fast Approximate Range Aggregate Queries. EDBT 2021: 241-252 - [c226]Yan Zhao, Kai Zheng, Jiannan Guo, Bin Yang, Torben Bach Pedersen, Christian S. Jensen:
Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches. ICDE 2021: 265-276 - [c225]Bolong Zheng, Lianggui Weng, Xi Zhao, Kai Zeng, Xiaofang Zhou, Christian S. Jensen:
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries. ICDE 2021: 708-719 - [c224]Qi Hu, Lingfeng Ming, Ruijie Xi, Lu Chen, Christian S. Jensen, Bolong Zheng:
SOUP: A Fleet Management System for Passenger Demand Prediction and Competitive Taxi Supply. ICDE 2021: 2657-2660 - [c223]Lei Bi, Juan Cao, Guohui Li, Nguyen Quoc Viet Hung, Christian S. Jensen, Bolong Zheng:
SpeakNav: A Voice-based Navigation System via Route Description Language Understanding. ICDE 2021: 2669-2672 - [e28]Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Chia-Hui Chang, Jianliang Xu, Wen-Chih Peng, Jen-Wei Huang, Chih-Ya Shen:
Database Systems for Advanced Applications. DASFAA 2021 International Workshops - BDQM, GDMA, MLDLDSA, MobiSocial, and MUST, Taipei, Taiwan, April 11-14, 2021, Proceedings. Lecture Notes in Computer Science 12680, Springer 2021, ISBN 978-3-030-73215-8 [contents] - [e27]Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen:
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12681, Springer 2021, ISBN 978-3-030-73193-9 [contents] - [e26]Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen:
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12682, Springer 2021, ISBN 978-3-030-73196-0 [contents] - [e25]Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen:
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part III. Lecture Notes in Computer Science 12683, Springer 2021, ISBN 978-3-030-73199-1 [contents] - [i34]Bolong Zheng, Lianggui Weng, Xi Zhao, Kai Zeng, Xiaofang Zhou, Christian S. Jensen:
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries. CoRR abs/2101.08929 (2021) - [i33]Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen:
UniTE - The Best of Both Worlds: Unifying Function-Fitting and Aggregation-Based Approaches to Travel Time and Travel Speed Estimation. CoRR abs/2104.13321 (2021) - [i32]Bolong Zheng, Xi Zhao, Lianggui Weng, Nguyen Quoc Viet Hung, Hang Liu, Christian S. Jensen:
PM-LSH: a fast and accurate in-memory framework for high-dimensional approximate NN and closest pair search. CoRR abs/2107.05537 (2021) - [i31]Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Jilin Hu:
Evolutionary Clustering of Streaming Trajectories. CoRR abs/2109.11609 (2021) - [i30]David Campos, Tung Kieu, Chenjuan Guo, Feiteng Huang, Kai Zheng, Bin Yang, Christian S. Jensen:
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles - Extended Version. CoRR abs/2111.11108 (2021) - [i29]Ziquan Fang, Yuntao Du, Xinjun Zhu, Lu Chen, Yunjun Gao, Christian S. Jensen:
ST2Vec: Spatio-Temporal Trajectory Similarity Learning in Road Networks. CoRR abs/2112.09339 (2021) - [i28]Xinle Wu, Dalin Zhang, Chenjuan Guo, Chaoyang He, Bin Yang, Christian S. Jensen:
AutoCTS: Automated Correlated Time Series Forecasting - Extended Version. CoRR abs/2112.11174 (2021) - 2020
- [j167]Shuo Shang, Lisi Chen, Christian S. Jensen, Panos Kalnis:
Introduction to Spatio-temporal data management and analytics for Smart City research. GeoInformatica 24(1): 1-2 (2020) - [j166]Bolong Zheng, Xi Zhao, Lianggui Weng, Nguyen Quoc Viet Hung, Hang Liu, Christian S. Jensen:
PM-LSH: A Fast and Accurate LSH Framework for High-Dimensional Approximate NN Search. Proc. VLDB Endow. 13(5): 643-655 (2020) - [j165]Tianyi Li, Ruikai Huang, Lu Chen, Christian S. Jensen, Torben Bach Pedersen:
Compression of Uncertain Trajectories in Road Networks. Proc. VLDB Endow. 13(7): 1050-1063 (2020) - [j164]Simon Aagaard Pedersen, Bin Yang, Christian S. Jensen:
Anytime Stochastic Routing with Hybrid Learning. Proc. VLDB Endow. 13(9): 1555-1567 (2020) - [j163]Jianzhong Qi, Guanli Liu, Christian S. Jensen, Lars Kulik:
Effectively Learning Spatial Indices. Proc. VLDB Endow. 13(11): 2341-2354 (2020) - [j162]Bolong Zheng, Kai Zheng, Christian S. Jensen, Nguyen Quoc Viet Hung, Han Su, Guohui Li, Xiaofang Zhou:
Answering Why-Not Group Spatial Keyword Queries. IEEE Trans. Knowl. Data Eng. 32(1): 26-39 (2020) - [j161]Christian S. Jensen:
Editorial: Updates to the Editorial Board. ACM Trans. Database Syst. 45(1): 1e:1 (2020) - [j160]Simon Aagaard Pedersen, Bin Yang, Christian S. Jensen:
Fast stochastic routing under time-varying uncertainty. VLDB J. 29(4): 819-839 (2020) - [j159]Lisi Chen, Shuo Shang, Christian S. Jensen, Jianliang Xu, Panos Kalnis, Bin Yao, Ling Shao:
Top-k term publish/subscribe for geo-textual data streams. VLDB J. 29(5): 1101-1128 (2020) - [j158]Chenjuan Guo, Bin Yang, Jilin Hu, Christian S. Jensen, Lu Chen:
Context-aware, preference-based vehicle routing. VLDB J. 29(5): 1149-1170 (2020) - [j157]Xinjue Wang, Ke Deng, Jianxin Li, Jeffrey Xu Yu, Christian S. Jensen, Xiaochun Yang:
Efficient targeted influence minimization in big social networks. World Wide Web 23(4): 2323-2340 (2020) - [c222]Bezaye Tesfaye, Nikolaus Augsten, Mateusz Pawlik, Michael H. Böhlen, Christian S. Jensen:
An Efficient Index for Reachability Queries in Public Transport Networks. ADBIS 2020: 34-48 - [c221]Dingming Wu, Can Hou, Erjia Xiao, Christian S. Jensen:
Semantic Region Retrieval from Spatial RDF Data. DASFAA (2) 2020: 415-431 - [c220]Bolong Zheng, Chenze Huang, Christian S. Jensen, Lu Chen, Nguyen Quoc Viet Hung, Guanfeng Liu, GuoHui Li, Kai Zheng:
Online Trichromatic Pickup and Delivery Scheduling in Spatial Crowdsourcing. ICDE 2020: 973-984 - [c219]Lisi Chen, Shuo Shang, Christian S. Jensen, Bin Yao, Panos Kalnis:
Parallel Semantic Trajectory Similarity Join. ICDE 2020: 997-1008 - [c218]Zhong Yang, Bolong Zheng, GuoHui Li, Xi Zhao, Xiaofang Zhou, Christian S. Jensen:
Adaptive Top-k Overlap Set Similarity Joins. ICDE 2020: 1081-1092 - [c217]Jiehuan Luo, Xin Cao, Xike Xie, Qiang Qu, Zhiqiang Xu, Christian S. Jensen:
Efficient Attribute-Constrained Co-Located Community Search. ICDE 2020: 1201-1212 - [c216]Jilin Hu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Hui Xiong:
Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks. ICDE 2020: 1417-1428 - [c215]Simon Aagaard Pedersen, Bin Yang, Christian S. Jensen:
A Hybrid Learning Approach to Stochastic Routing. ICDE 2020: 1910-1913 - [c214]Ziquan Fang, Yunjun Gao, Lu Pan, Lu Chen, Xiaoye Miao, Christian S. Jensen:
CoMing: A Real-time Co-Movement Mining System for Streaming Trajectories. SIGMOD Conference 2020: 2777-2780 - [i27]Zhe Li, Tsz Nam Chan, Man Lung Yiu, Christian S. Jensen:
PolyFit: Polynomial-based Indexing Approach for Fast Approximate Range Aggregate Queries. CoRR abs/2003.08031 (2020) - [i26]Lu Chen, Yunjun Gao, Xuan Song, Zheng Li, Xiaoye Miao, Christian S. Jensen:
Indexing Metric Spaces for Exact Similarity Search. CoRR abs/2005.03468 (2020) - [i25]Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen:
Relational Fusion Networks: Graph Convolutional Networks for Road Networks. CoRR abs/2006.09030 (2020) - [i24]Bolong Zheng, Qi Hu, Lingfeng Ming, Jilin Hu, Lu Chen, Kai Zheng, Christian S. Jensen:
Spatial-Temporal Demand Forecasting and Competitive Supply via Graph Convolutional Networks. CoRR abs/2009.12157 (2020)
2010 – 2019
- 2019
- [j156]Christian S. Jensen:
Value Creation from Massive Data in Transportation ? The Case of Vehicle Routing. IEEE Data Eng. Bull. 42(3): 4-8 (2019) - [j155]Christian S. Jensen:
Letter from the Impact Award Winner. IEEE Data Eng. Bull. 42(3): 88-89 (2019) - [j154]Qiang Qu, Ildar Nurgaliev, Muhammad Muzammal, Christian S. Jensen, Jianping Fan:
On spatio-temporal blockchain query processing. Future Gener. Comput. Syst. 98: 208-218 (2019) - [j153]Lu Chen, Yunjun Gao, Ziquan Fang, Xiaoye Miao, Christian S. Jensen, Chenjuan Guo:
Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories. Proc. VLDB Endow. 12(10): 1208-1220 (2019) - [j152]Kaiyu Feng, Gao Cong, Christian S. Jensen, Tao Guo:
Finding Attribute-Aware Similar Region for Data Analysis. Proc. VLDB Endow. 12(11): 1414-1426 (2019) - [j151]Congcong Ge, Yunjun Gao,