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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
- 2024
[j220]Yan Wang
, Ke Deng, Yongli Ren, Jeffrey Chan, Guangjian Tian, Christian S. Jensen:
Reinforcement Learning for Tackling Energy-Saving and Energy-Balance Dilemma of Cluster-Based Routing Protocols in WSNs. IEEE Access 12: 148090-148110 (2024)- [j219]Yanchuan Chang, Egemen Tanin, Gao Cong, Christian S. Jensen, Jianzhong Qi:
Trajectory Similarity Measurement: An Efficiency Perspective. Proc. VLDB Endow. 17(9): 2293-2306 (2024) - [j218]Xiangfei Qiu, Jilin Hu, Lekui Zhou, Xingjian Wu, Junyang Du, Buang Zhang, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Zhenli Sheng, Bin Yang:
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods. Proc. VLDB Endow. 17(9): 2363-2377 (2024) - [j217]David Campos, Bin Yang, Tung Kieu, Miao Zhang, Chenjuan Guo, Christian S. Jensen:
QCore: Data-Efficient, On-Device Continual Calibration for Quantized Models. Proc. VLDB Endow. 17(11): 2708-2721 (2024) - [j216]Chenjuan Guo, Ronghui Xu, Bin Yang, Yuan Ye, Tung Kieu, Yan Zhao, Christian S. Jensen:
Efficient Stochastic Routing in Path-Centric Uncertain Road Networks. Proc. VLDB Endow. 17(11): 2893-2905 (2024) - [j215]Zhen Song, Yu Gu, Qing Sun, Tianyi Li, Yanfeng Zhang, Yushuai Li, Christian S. Jensen, Ge Yu:
DynaHB: A Communication-Avoiding Asynchronous Distributed Framework with Hybrid Batches for Dynamic GNN Training. Proc. VLDB Endow. 17(11): 3388-3401 (2024) - [j214]Huan Liu, Tianyu Lou, Yuzhe Zhang, Yixiao Wu, Yang Xiao, Christian S. Jensen, Dalin Zhang:
EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective. IEEE Trans. Instrum. Meas. 73: 1-29 (2024) - [j213]Su Liu, Yushuai Li, Peiyuan Guan, Tianyi Li, Jiong Yu, Amir Taherkordi, Christian S. Jensen:
FedAGL: A Communication-Efficient Federated Vehicular Network. IEEE Trans. Intell. Veh. 9(2): 3704-3720 (2024) - [j212]Hao Miao, Xiaolong Zhong, Jiaxin Liu, Yan Zhao, Xiangyu Zhao, Weizhu Qian, Kai Zheng, Christian S. Jensen:
Task Assignment With Efficient Federated Preference Learning in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 36(4): 1800-1814 (2024) - [j211]Yumeng Song, Yu Gu, Tianyi Li, Jianzhong Qi, Zhenghao Liu, Christian S. Jensen, Ge Yu:
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network. IEEE Trans. Knowl. Data Eng. 36(9): 4515-4530 (2024) - [j210]Dingming Wu, Zhaofen Zhang, Christian S. Jensen, Kezhong Lu:
Efficient Skyline Keyword-Based Tree Retrieval on Attributed Graphs. IEEE Trans. Knowl. Data Eng. 36(11): 6056-6070 (2024) - [j209]Bolong Zheng, Lingfeng Ming, Kai Zeng, Mengtao Zhou, Xinyong Zhang, Tao Ye, Bin Yang, Xiaofang Zhou, Christian S. Jensen:
Adversarial Graph Neural Network for Multivariate Time Series Anomaly Detection. IEEE Trans. Knowl. Data Eng. 36(12): 7612-7626 (2024) - [j208]Zhichen Lai, Dalin Zhang, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao:
LightCTS*: Lightweight Correlated Time Series Forecasting Enhanced With Model Distillation. IEEE Trans. Knowl. Data Eng. 36(12): 8695-8710 (2024) - [j207]Yan Lin, Huaiyu Wan, Shengnan Guo, Jilin Hu, Christian S. Jensen, Youfang Lin:
Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding. IEEE Trans. Knowl. Data Eng. 36(12): 9037-9050 (2024) - [j206]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-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, 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:
Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. 10(2): 10 (2024) - [j205]Yan Zhao, Kai Zheng, Ziwei Wang, Liwei Deng, Bin Yang, Torben Bach Pedersen, Christian S. Jensen, Xiaofang Zhou:
Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing. VLDB J. 33(1): 163-184 (2024) - [j204]Xinle Wu, Xingjian Wu, Bin Yang, Lekui Zhou, Chenjuan Guo, Xiangfei Qiu, Jilin Hu, Zhenli Sheng, Christian S. Jensen:
AutoCTS++: zero-shot joint neural architecture and hyperparameter search for correlated time series forecasting. VLDB J. 33(5): 1743-1770 (2024) - [c257]Qianru Zhang, Lianghao Xia, Xuheng Cai, Siu-Ming Yiu, Chao Huang, Christian S. Jensen:
Graph Augmentation for Recommendation. ICDE 2024: 557-569 - [c256]Hao Miao, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Feiteng Huang, Jiandong Xie, Christian S. Jensen:
A Unified Replay-Based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data. ICDE 2024: 1050-1062 - [c255]Jianpeng Wei, Yu Gu, Tianyi Li, Jianzhong Qi, Chuanwen Li, Yanfeng Zhang, Christian S. Jensen, Ge Yu:
LTPG: Large-Batch Transaction Processing on GPUs with Deterministic Concurrency Control. ICDE 2024: 3865-3877 - [c254]Zheng Wang, Cheng Long, Gao Cong, Christian S. Jensen:
Collectively Simplifying Trajectories in a Database: A Query Accuracy Driven Approach. ICDE 2024: 4383-4395 - [c253]Minbo Ma, Jilin Hu, Christian S. Jensen, Fei Teng, Peng Han, Zhiqiang Xu, Tianrui Li:
Learning Time-Aware Graph Structures for Spatially Correlated Time Series Forecasting. ICDE 2024: 4435-4448 - [c252]Chenxu Wang, Xin Yang, Tianyi Li, Jiaxing Wei, Pinghui Wang, Hongzhen Xiang, Christian S. Jensen:
SWISP: Distributed Convoy Mining via Sliding Window-based Indexing and Sub-track Partitioning. ICDE 2024: 4518-4531 - [c251]Libin Wang, Raymond Chi-Wing Wong, Christian S. Jensen:
Congestion-Mitigating Spatiotemporal Routing in Road Networks. ICDE 2024: 4586-4599 - [c250]Christian S. Jensen, Bin Yang, Chenjuan Guo, Jilin Hu, Kristian Torp:
Routing with Massive Trajectory Data. ICDE 2024: 5542-5547 - [c249]Zhichen Lai, Dalin Zhang, Huan Li, Dongxiang Zhang, Hua Lu, Christian S. Jensen:
ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions. KDD 2024: 1474-1483 - [c248]Chenhao Wang, Lisi Chen, Shuo Shang, Christian S. Jensen, Panos Kalnis:
Multi-Scale Detection of Anomalous Spatio-Temporal Trajectories in Evolving Trajectory Datasets. KDD 2024: 2980-2990 - [c247]Haomin Yu, Yanru Song, Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen:
A Crystal Knowledge-Enhanced Pre-training Framework for Crystal Property Estimation. ECML/PKDD (10) 2024: 231-246 - [c246]Zhichen Lai, Huan Li, Dalin Zhang, Yan Zhao, Weizhu Qian, Christian S. Jensen:
E2Usd: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series. WWW 2024: 3010-3021 - [i72]Yan Lin, Jilin Hu, Shengnan Guo, Bin Yang, Christian S. Jensen, Youfang Lin, Huaiyu Wan:
GTM: General Trajectory Modeling with Auto-regressive Generation of Feature Domains. CoRR abs/2402.07232 (2024) - [i71]Mengna Liu, Dong Xiang, Xu Cheng, Xiufeng Liu, Dalin Zhang, Shengyong Chen, Christian S. Jensen:
Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data. CoRR abs/2402.09434 (2024) - [i70]Zhichen Lai, Huan Li, Dalin Zhang, Yan Zhao, Weizhu Qian, Christian S. Jensen:
E2USD: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series. CoRR abs/2402.14041 (2024) - [i69]Qianru Zhang, Lianghao Xia, Xuheng Cai, Siu-Ming Yiu, Chao Huang, Christian S. Jensen:
Graph Augmentation for Recommendation. CoRR abs/2403.16656 (2024) - [i68]Xiangfei Qiu, Jilin Hu, Lekui Zhou, Xingjian Wu, Junyang Du, Buang Zhang, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Zhenli Sheng, Bin Yang:
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods. CoRR abs/2403.20150 (2024) - [i67]David Campos, Bin Yang, Tung Kieu, Miao Zhang, Chenjuan Guo, Christian S. Jensen:
QCore: Data-Efficient, On-Device Continual Calibration for Quantized Models - Extended Version. CoRR abs/2404.13990 (2024) - [i66]Hao Miao, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Feiteng Huang, Jiandong Xie, Christian S. Jensen:
A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data. CoRR abs/2404.14999 (2024) - [i65]Qianru Zhang, Haixin Wang, Cheng Long, Liangcai Su, Xingwei He, Jianlong Chang, Tailin Wu, Hongzhi Yin, Siu-Ming Yiu, Qi Tian, Christian S. Jensen:
A Survey of Generative Techniques for Spatial-Temporal Data Mining. CoRR abs/2405.09592 (2024) - [i64]Chenjuan Guo, Ronghui Xu, Bin Yang, Ye Yuan, Tung Kieu, Yan Zhao, Christian S. Jensen:
Efficient Stochastic Routing in Path-Centric Uncertain Road Networks - Extended Version. CoRR abs/2407.06881 (2024) - [i63]Yan Lin, Zeyu Zhou, Yicheng Liu, Haochen Lv, Haomin Wen, Tianyi Li, Yushuai Li, Christian S. Jensen, Shengnan Guo, Youfang Lin, Huaiyu Wan:
UniTE: A Survey and Unified Pipeline for Pre-training ST Trajectory Embeddings. CoRR abs/2407.12550 (2024) - [i62]Yuexuan Xu, Jianyang Gao, Yutong Gou, Cheng Long, Christian S. Jensen:
iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search. CoRR abs/2409.02571 (2024) - [i61]Zhe Li, Xiangfei Qiu, Peng Chen, Yihang Wang, Hanyin Cheng, Yang Shu, Jilin Hu, Chenjuan Guo, Aoying Zhou, Qingsong Wen, Christian S. Jensen, Bin Yang:
FoundTS: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting. CoRR abs/2410.11802 (2024) - [i60]Duc Kieu, Tung Kieu, Peng Han, Bin Yang, Christian S. Jensen, Bac Le:
TEAM: Topological Evolution-aware Framework for Traffic Forecasting-Extended Version. CoRR abs/2410.19192 (2024) - [i59]Hao Miao, Ziqiao Liu, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Christian S. Jensen:
Less is More: Efficient Time Series Dataset Condensation via Two-fold Modal Matching-Extended Version. CoRR abs/2410.20905 (2024) - [i58]Xiao Li, Huan Li, Hua Lu, Christian S. Jensen:
Modeling and Monitoring of Indoor Populations using Sparse Positioning Data (Extension). CoRR abs/2410.21142 (2024) - 2023
- [j203]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) - [j202]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) - [j201]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) - [j200]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) - [j199]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) - [j198]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) - [j197]Yan Lin, Huaiyu Wan, Jilin Hu, Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen:
Origin-Destination Travel Time Oracle for Map-based Services. Proc. ACM Manag. Data 1(3): 217:1-217:27 (2023) - [j196]Zhen Song, Yu Gu, Tianyi Li, Qing Sun, Yanfeng Zhang, Christian S. Jensen, Ge Yu:
ADGNN: Towards Scalable GNN Training with Aggregation-Difference Aware Sampling. Proc. ACM Manag. Data 1(4): 229:1-229:26 (2023) - [j195]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) - [j194]Bolong Zheng, Yongyong Gao, Jingyi Wan, Lingsen Yan, Long Hu, Bo Liu, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen:
DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems. Proc. VLDB Endow. 17(1): 1-14 (2023) - [j193]Xiao Li, Huan Li, Hua Lu, Christian S. Jensen, Varun Pandey, Volker Markl:
Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation. Proc. VLDB Endow. 17(3): 345-358 (2023) - [j192]Yunyao Cheng, Peng Chen, Chenjuan Guo, Kai Zhao, Qingsong Wen, Bin Yang, Christian S. Jensen:
Weakly Guided Adaptation for Robust Time Series Forecasting. Proc. VLDB Endow. 17(4): 766-779 (2023) - [j191]Enyuan Zhou, Song Guo, Zicong Hong, Christian S. Jensen, Yang Xiao, Dalin Zhang, Jinwen Liang, Qingqi Pei:
VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs. Proc. VLDB Endow. 17(4): 912-925 (2023) - [j190]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) - [j189]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) - [j188]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) - [j187]Yan Zhao, Jiaxin Liu, Yunchuan Li, Dalin Zhang, Christian S. Jensen, Kai Zheng:
Preference-Aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Trans. Knowl. Data Eng. 35(10): 10722-10734 (2023) - [j186]Simon Aagaard Pedersen, Bin Yang, Christian S. Jensen, Jesper Møller:
Stochastic Routing with Arrival Windows. ACM Trans. Spatial Algorithms Syst. 9(4): 30:1-30:48 (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) - [c245]Yixin Wu, Jingyan Huang, Dingming Wu, Christian S. Jensen, Kezhong Lu:
Mining Frequent Geo-Subgraphs in a Knowledge Graph. APWeb-WAIM (1) 2023: 16-31 - [c244]Xinying Lai, Dingming Wu, Christian S. Jensen, Kezhong Lu:
A Re-evaluation of Deep Learning Methods for Attributed Graph Clustering. CIKM 2023: 1168-1177 - [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 - [i57]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) - [i56]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) - [i55]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) - [i54]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) - [i53]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) - [i52]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) - [i51]Sean Bin Yang, Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen:
LightPath: Lightweight and Scalable Path Representation Learning. CoRR abs/2307.10171 (2023) - [i50]Zezhi Shao, Fei Wang, Yongjun Xu, Wei Wei, Chengqing Yu, Zhao Zhang, Di Yao, Guangyin Jin, Xin Cao, Gao Cong, Christian S. Jensen, Xueqi Cheng:
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis. CoRR abs/2310.06119 (2023) - [i49]Yanchuan Chang, Egemen Tanin, Gao Cong, Christian S. Jensen, Jianzhong Qi:
Trajectory Similarity Measurement: An Efficiency Perspective. CoRR abs/2311.00960 (2023) - [i48]Xiao Li, Huan Li, Hua Lu, Christian S. Jensen, Varun Pandey, Volker Markl:
Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation (Extended Version). CoRR abs/2311.07344 (2023) - [i47]Zheng Wang, Cheng Long, Gao Cong, Christian S. Jensen:
Collectively Simplifying Trajectories in a Database: A Query Accuracy Driven Approach. CoRR abs/2311.11204 (2023) - [i46]Guanli Liu, Lars Kulik, Christian S. Jensen, Tianyi Li, Jianzhong Qi:
Efficient Cost Modeling of Space-filling Curves. CoRR abs/2312.16355 (2023) - [i45]Minbo Ma, Jilin Hu, Christian S. Jensen, Fei Teng, Peng Han, Zhiqiang Xu, Tianrui Li:
Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting. CoRR abs/2312.16403 (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]