Data Engineering, Science and Systems

Publikationer

Publikationer pr. år 1988 2008 2009 2010 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 756 Konferenceartikel i proceeding
• 362 Tidsskriftartikel
• 95 Konferenceartikel i tidsskrift
• 87 Bog
• 375 Mere
  • 73 Bidrag til bog/antologi
  • 55 Encyclopædiartikel
  • 54 Rapport
  • 42 Ph.d.-afhandling
  • 23 Preprint
  • 22 Leder
  • 21 Antologi
  • 18 Konferenceabstrakt i proceeding
  • 11 Paper uden forlag/tidsskrift
  • 10 Forord/Indledning/efterskrift
  • 10 Poster
  • 10 Working paper
  • 6 Andet bidrag
  • 5 Kompendium/lecture notes
  • 3 Kommentar/debat
  • 3 Konferenceabstrakt i tidsskrift
  • 2 Review (oversigtsartikel)
  • 2 Patent
  • 1 Kommentar
  • 1 Bidrag til rapport
  • 1 Konferenceabstrakt til konference
  • 1 Bidrag til avis - Kronik
  • 1 Udgivelser på nettet - Net-publikation

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2024

  Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing

  Zhao, Y., Zheng, K., Wang, Z., Deng, L., Yang, B., Pedersen, T. B., Jensen, C. S. & Zhou, X., jan. 2024, I: VLDB Journal. 33, 1, s. 163-184 22 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Coalition 100%
  • Priority 100%
  • Workers 100%
  • Fairness 100%
  • Allocation 100%
  1 Citationer (Scopus)

  20 Downloads (Pure)

• Digital Twin Empowered PV Power Prediction

  Zhang, X., Li, Y., Li, T., Gui, Y., Sun, Q. & Gao, D. W., 2024, I: Journal of Modern Power Systems and Clean Energy. PP, 99, s. 1-13 13 s., 10322689.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Photovoltaic Power 100%
  • Digital Twin 100%
  • Dataset 40%
  • Models 40%
  • Neural Network Model 33%

• FedAGL: A Communication-Efficient Federated Vehicular Network

  Su, L., Li, Y., Guan, P., Li, T., Taherkordi, A. & Jensen, C. S., 2024, I: IEEE Transactions on Intelligent Vehicles. s. 1-17 17 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Vehicular Network 100%
  • Genetic Algorithm 80%
  • Communication Overhead 60%
  • Federated Learning 40%
  • Communication Latency 40%

• FedAPT: Joint Adaptive Parameter Freezing and Resource Allocation for Communication-Efficient Federated Vehicular Networks

  Wu, J., Dai, T., Guan, P., Liu, S., Gou, F., Taherkordi, A., Li, Y. & Li, T., 2024, (Accepteret/In press) I: IEEE Internet of Things Journal. s. 1 1 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Federated Learning 100%
  • Vehicular Network 100%
  • Adaptive Parameter 100%
  • Particle Swarm Optimization 40%
  • Algorithms 20%

• Multiple Time Series Forecasting with Dynamic Graph Modeling

  Zhao, K., Guo, C., Cheng, Y., Han, P., Zhang, M. & Yang, B., dec. 2024, I: Proceedings of the VLDB Endowment. 17, s. 753-765 13 s.

  Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

  Åben adgang

  • Relation Graph 100%
  • Modeling 100%
  • Multiple Time Series 100%
  • Graph Neural Network 33%
  • Roles 16%

• Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting

  Chen, P., Zhang, Y., Cheng, Y., Shu, Y., Wang, Y., Wen, Q., Yang, B. & Guo, C., 16 jan. 2024, International Conference on Learning Representations. 18 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Multiscale 100%
  • Models 60%
  • Multiscale Modeling 40%
  • Modeling Process 33%
  • Art Performance 33%

• Scalable Model-Based Management of Massive High Frequency Wind Turbine Data with ModelarDB

  Abduvakhobov, A., Jensen, S. K., Pedersen, T. B. & Thomsen, C., 1 mar. 2024.

  Publikation: Working paper/Preprint › Working paper › Forskning › peer review

  Fil

  • Models 100%
  • Data Series 66%
  • Error 66%
  • Compression Method 33%
  • Pipeline 33%
  10 Downloads (Pure)

• Shielded Reinforcement Learning for Hybrid Systems

  Brorholt, A. H., Jensen, P. G., Larsen, K. G., Lorber, F. & Schilling, C., 2024, Bridging the Gap Between AI and Reality - 1st International Conference, AISoLA 2023, Proceedings. Steffen, B. (red.). Springer, s. 33-54 22 s. (Lecture Notes in Computer Science, Bind 14380).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Fil

  • Accident Prevention 100%
  • Reinforcement Learning 100%
  • Optimal Controller 50%
  • Demonstrates 50%
  • Prototype 25%
  1 Citationer (Scopus)

  20 Downloads (Pure)

• Task Assignment with Efficient Federated Preference Learning in Spatial Crowdsourcing

  Miao, H., Zhong, X., Liu, J., Zhao, Y., Zhao, X., Qian, W., Zheng, K. & Jensen, C. S., apr. 2024, I: IEEE Transactions on Knowledge and Data Engineering. 36, 4, s. 1800-1814 15 s., 10239279.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Preference Learning 100%
  • Local Preference 50%
  • Communication Cost 25%
  • Historical Data 25%
  • Federated Learning 25%

• View-based Explanations for Graph Neural Networks

  Chen, T., Qiu, D., Wu, Y., Khan, A., Ke, X. & Gao, Y., 2024, (Accepteret/In press) I: Proceedings of the ACM SIGMOD International Conference on Management of Data.

  Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

• Weakly Guided Adaptation for Robust Time Series Forecasting

  Cheng, Y., Chen, P., Guo, C., Zhao, K., Wen, Q., Yang, B. & Jensen, C. S., dec. 2024, I: Proceedings of the VLDB Endowment. 17, s. 766-779 14 s.

  Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

  Åben adgang

  • Prediction Accuracy 100%
  • Multivariate Time Series 66%
  • Multiple Time Series 66%
  • Cyber 33%
  • Internet of Things 33%
• 2023

  A Bi-Channel Co-Clustering Algorithm for Heterogeneous Information Networks

  Qiu, L. S., Fang, Z. Q., Chen, L., Zhang, T. M. & Li, T. Y., nov. 2023, I: Jisuanji Xuebao/Chinese Journal of Computers. 46, 11, s. 2416-2430 15 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Information Network 100%
  • Channels 100%
  • Clustering 25%
  • Graph Neural Network 25%
  • World Application 12%

• AdaTaskRec: An Adaptive Task Recommendation Framework in Spatial Crowdsourcing

  Zhao, Y., Deng, L. & Zheng, K., 28 jul. 2023, I: A C M Transactions on Information Systems. 41, 4, 95.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Workers 100%
  • Preference Learning 100%
  • Travel 41%
  • Learning 33%
  • Intention 33%
  1 Citationer (Scopus)

• A Demonstration of Interpretability Methods for Graph Neural Networks

  B. Mobaraki, E. & Khan, A., 18 jun. 2023, Proceedings of the 6th ACM SIGMOD Joint International Workshop on Graph Data Management Experiences and Systems: GRADES-NDA 2023. Hartig, O. & Yoshida, Y. (red.). Association for Computing Machinery, 9

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Interpretability 100%
  • Graph Neural Network 100%
  • Interactive Tool 14%
  • Link Prediction 14%
  • Profiling 14%
  10 Downloads (Pure)

• ADGNN: Towards Scalable GNN Training with Aggregation-Difference Aware Sampling

  Song, Z., Gu, Y., Li, T., Sun, Q., Zhang, Y., Jensen, C. S. & Yu, G., 2023, I: Proceedings of the ACM on Management of Data. 1, 4, s. 1-26 229.

  Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

  • Graph Neural Network 100%
  • Distributed Computing 20%
  • Communication Cost 20%
  • Neural Network Model 20%
  • Distributed Systems 20%

• Adversarial Autoencoder for Unsupervised Time Series Anomaly Detection and Interpretation

  Chen, X., Deng, L., Zhao, Y. & Zheng, K., 27 feb. 2023, WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, s. 267-275 9 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Anomaly Detection 100%
  • Autoencoder 100%
  • Time Series 100%
  • Detect Anomaly 75%
  • Multivariate Time Series 50%
  1 Citationer (Scopus)

• A Re-evaluation of Deep Learning Methods for Attributed Graph Clustering.

  Lai, X., Wu, D., Jensen, C. S. & Lu, K., 21 okt. 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, s. 1168-1177 10 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Deep Learning 100%
  • Clustering Graph 100%
  • Attribute Value 20%
  • Clustering Result 20%
  • Deep Neural Network 20%

• AutoCTS+: Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting.

  Wu, X., Zhang, D., Zhang, M., Guo, C., Yang, B. & Jensen, C. S., 2023, I: Proceedings of the ACM on Management of Data. 1, 1, s. 97:1-97:26

  Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

• AutoEER: Automatic EEG-based emotion recognition with neural architecture search

  Wu, Y., Liu, H., Zhang, D., Zhang, Y., Lou, T. & Zheng, Q., 14 aug. 2023, I: Journal of Neural Engineering. 20, 4, 046029.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Neural Architecture Search 100%
  • Search Space 42%
  • Optimal Network 42%
  • Network Structures 42%
  • Spatial Property 14%
  1 Citationer (Scopus)

• Automated labeling and online evaluation for self-paced movement detection BCI

  Zhang, D., Hansen, C., De Frène, F., Kærgaard, S. P., Qian, W. & Chen, K., 8 apr. 2023, I: Knowledge-Based Systems. 265, 110383.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Interface System 100%
  • Online Evaluation 100%
  • Detection 100%
  • Electroencephalogram 100%
  • User 66%
  8 Downloads (Pure)

• AutoSTL: Automated Spatio-Temporal Multi-Task Learning

  Zhang, Z., Zhao, X., Miao, H., Zhang, C., Zhao, H. & Zhang, J., 16 apr. 2023, The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23). AAAI Press, s. 4902-4910 9 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Multitask Learning 100%
  • Relationships 40%
  • Art Performance 20%
  • Learning Problem 20%
  • Roles 20%
  3 Downloads (Pure)

• CGF: A Category Guidance Based PM2.5 Sequence Forecasting Training Framework

  Yu, H., Hu, J., Zhou, X., Guo, C., Yang, B. & Li, Q., 1 okt. 2023, I: IEEE Transactions on Knowledge and Data Engineering. 35, 10, s. 10125-10139 15 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Models 100%
  • Particular Matter 2.5 100%
  • Forecasting Model 100%
  • Training 100%
  • Fluctuations 60%

• CGAAL: Distributed On-The-Fly ATL Model Checker with Heuristics

  Carlsen, F. B. Ø., Frydenskov, L. B. P., Jensen, N. Ø., Jenner Rasmussen, J., Sørensen, M. M., Geel Weirsøe, A., Jensen, M. C. & Larsen, K. G., 30 sep. 2023, Proceedings af the Fourteenth International Symposium on Games, Automata, Logics, and Formal Verification (GandALF 2023). Italien: Open Publishing Association, Bind 390. s. 99-114 16 s. (Electronic Proceedings in Theoretical Computer Science).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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  Fil

  • Temporal Logic 100%
  • model checker 100%
  • Heuristics 100%
  • Algorithms 50%
  • Linear Programming 25%
  10 Downloads (Pure)

• CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation

  Qiu, D., Wang, Y., Zhao, Y., Deng, L. & Zheng, K., 2023, Proceedings - IEEE International Conference on Mobile Data Management: MDM 2022. IEEE, s. 254-261 8 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Data Extraction 100%
  • Sparsity 50%
  • Mobile Network 50%
  • Collaborative Filtering 50%
  • Models 50%
  1 Citationer (Scopus)

• Collectively Simplifying Trajectories in a Database: A Query Accuracy Driven Approach

  Wang, Z., Long, C., Cong, G. & Jensen, C. S., 2023, arXiv, 13 s.

  Publikation: Working paper/Preprint › Preprint

  Åben adgang

  • Usability 100%
  • Driven Approach 100%
  • Trajectory Simplification 75%
  • Reinforcement Learning 50%
  • Query Processing 25%

• Compressed, Real-Time Voice Activity Detection with Open Source Implementation for Small Devices.

  Andersen, L. R., Jacobsen, L. J. & Campos, D., 21 sep. 2023, iWOAR 2023: 8th International Workshop on Sensor-based Activity Recognition and Artificial Intelligence, Proceedings. Matthies, D. J. C., Grzegorzek, M., Kuijper, A. & Leutheuser, H. (red.). 10 s. 1

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Voice Activity Detection 100%
  • Neural Network Model 33%
  • Convolutional Neural Network 33%
  • Evaluation Metric 16%
  • Computation Load 16%

• Contextualisation in university level problem-based learning

  Dahl, B., Hüttel, H., Rasmussen, J. G. & Rasmussen, M. G., 2023, I: For the Learning of Mathematics. 43, 3, s. 27-31 5 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

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  1 Citationer (Scopus)

  28 Downloads (Pure)

• Controllable Structure Planning for Energy Internet

  Li, Y., Li, T., Gui, Y., Gao, D. W. & Zhang, Y., 2023, 2022 1st International Conference on Cyber-Energy Systems and Intelligent Energy, ICCSIE 2022. IEEE Signal Processing Society, 6 s. 10175258

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Energy Engineering 100%
  • Controllability 75%
  • Optimisation Problem 25%
  • Simulation Result 25%
  • Main Reason 25%
  1 Citationer (Scopus)

• Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium

  Przybyłek, A., Karpus, A., Hadjali, A., Dignös, A., Hara, C. S., Karidi, D. P., Zumpano, E., Persia, F., Vargas-Solar, G., Papastefanatos, G., Sperlì, G., Giannopoulos, G., Luković, I., Aligon, J., Terrovitis, M., Grzegorowski, M., Bonomo, M., Ferrari, M. H., Labroche, N., Monsarrat, P., & 9 flereChbeir, R., Sellami, S., Tirupathi, S., Rombo, S. E., Kordić, S., Ristić, S., Di Noia, T., Pedersen, T. B. & Moscato, V., 2023, New Trends in Database and Information Systems: ADBIS 2023 Short Papers, Doctoral Consortium and Workshops: AIDMA, DOING, K-Gals, MADEISD, PeRS, Proceedings. Abelló, A., Romero, O., Vassiliadis, P., Wrembel, R., Bugiotti, F., Gamper, J., Vargas Solar, G. & Zumpano, E. (red.). Springer, s. 293-311 19 s. (Communications in Computer and Information Science, Bind 1850 CCIS).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Information System 100%
  • Europeans 49%
  • Researchers 49%

• Data Imputation for Sparse Radio Maps in Indoor Positioning

  Li, X., Li, H., Chan, H. K. H., Lu, H. & Jensen, C. S., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society Press, s. 2235-2248 14 s. (Proceedings of the International Conference on Data Engineering).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Missing Value 100%
  • Data Imputation 100%
  • Maps 100%
  • Data Collection 50%
  • Reference Point 50%
  1 Citationer (Scopus)

• Data Imputation for Sparse Radio Maps in Indoor Positioning (Extended Version)

  Li, X., Li, H., Chan, H. K-H., Lu, H. & Jensen, C. S., 2023, arXiv.

  Publikation: Working paper/Preprint › Preprint

  Åben adgang

  • Accuracy 100%
  • Map 100%
  • Data Imputation 100%
  • Extended Version 100%
  • Maps 100%

• DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems.

  Zheng, B., Gao, Y., Wan, J., Yan, L., Hu, L., Liu, B., Gao, Y., Zhou, X. & Jensen, C. S., 2023, I: Proceedings of the VLDB Endowment. 17, 1, s. 1-14 14 s.

  Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

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  Fil

  • Database Systems 100%
  • Non-Volatile Memory 100%
  • Database Management System 60%
  • Input/Output 20%
  • Logging System 20%
  3 Downloads (Pure)

• Distributed Graph Embedding with Information-Oriented Random Walks

  Fang, P., Khan, A., Luo, S., Wang, F., Feng, D., Li, Z., Yin, W. & Cao, Y., 2023, I: Proceedings of the VLDB Endowment. 16, 7, s. 1643-1656 14 s.

  Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

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  Fil

  • Machine Learning 100%
  • Link Prediction 100%
  • Embedding Method 100%
  • Node Embedding 100%
  • Workload Balancing 100%
  1 Citationer (Scopus)

• Dynamic Extrapolation in Extended Timed Automata

  Jensen, N. Ø., Jensen, P. G. & Larsen, K. G., 9 nov. 2023, Formal Methods and Software Engineering: 24th International Conference on Formal Engineering Methods, ICFEM 2023, Brisbane, QLD, Australia, November 21–24, 2023, Proceedings. Li, Y. & Tahar, S. (red.). Springer, s. 83-99 17 s. (Lecture Notes in Computer Science, Bind 14308).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Discrete Data 100%
  • Models 100%
  • Reduction 100%
  • Obtains 100%
  • Determines 100%
  3 Downloads (Pure)

• EEG-Based Emotion Recognition With Emotion Localization via Hierarchical Self-Attention

  Zhang, Y., Liu, H., Zhang, D., Chen, X., Qin, T. & Zheng, Q., 1 jul. 2023, I: IEEE Transactions on Affective Computing. 14, 3, s. 2458-2469 12 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Human Computer Interaction 100%
  • Channels 100%
  • Recognition Performance 50%
  • Discriminative Feature 50%
  • Attention (Machine Learning) 50%
  8 Citationer (Scopus)

• Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based Ensemble Learning

  Liang, Z., Chen, X., Zhao, Y., Xie, J., Zeng, K. & Zheng, K., 2023, IEEE International Conference on Data Mining (ICDM). IEEE, s. 388-397 (ICDM).

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  Fil

  • Ensemble Learning 100%
  • Query Optimization 33%
  • Large Scale Data 33%
  • Transfer Learning 33%
  • Embedding Method 33%
  91 Downloads (Pure)

• Efficient Cost Modeling of Space-filling Curves

  Liu, G., Kulik, L., Jensen, C. S., Li, T. & Qi, J., 26 dec. 2023, arXiv, 13 s.

  Publikation: Working paper/Preprint › Preprint

  Åben adgang

  Fil

  • Modeling 100%
  • Space-Filling Curve 100%
  • Reinforcement Learning 100%
  • Query Performance 66%
  • Multidimensional Space 66%
  10 Downloads (Pure)

• Efficient Generalized Temporal Pattern Mining in Big Time Series Using Mutual Information

  Ho Long, V., Ho, N. T. T., Pedersen, T. B. & Papapetrou, P., 1 jul. 2023, arXiv, s. 1-17, 17 s.

  Publikation: Working paper/Preprint › Preprint

  Åben adgang

  Fil

  • Pattern Mining 100%
  • Search Space 12%
  • Algorithms 6%
  • Time Complexity 6%
  • Data Structure 6%
  15 Downloads (Pure)

• Efficiently Learning Spatial Indices

  Liu, G., Qi, J., Jensen, C. S., Bailey, J. & Kulik, L., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society Press, Bind 2023-april. s. 1572-1584 13 s. (Proceedings - International Conference on Data Engineering, Bind 2023-April).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • spatial index 100%
  • Training Model 28%
  • Query Performance 14%
  • Large Data Set 14%
  • Prediction Accuracy 14%
  2 Citationer (Scopus)

• Efficiently Mining Temporal Patterns in Time Series Using Information Theory

  Ho Long, V., 2023, Aalborg Universitetsforlag. 211 s.

  Publikation: Ph.d.-afhandling

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  Fil
  30 Downloads (Pure)

• Efficient Model Checking: The Power of Randomness

  Kiviriga, A., 2023, Aalborg Universitetsforlag. 153 s.

  Publikation: Ph.d.-afhandling

  Åben adgang

  Fil
  97 Downloads (Pure)

• Efficient Retrieval of the Top-k Most Relevant Event-Partner Pairs

  Wu, D., Xiao, E., Zhu, Y., Jensen, C. S. & Lu, K., mar. 2023, I: IEEE Transactions on Knowledge and Data Engineering. 35, 3, s. 2529-2543 15 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

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  Fil

  • User 100%
  • User Preference 16%
  • Retrieve Information 16%
  • Search Functionality 16%
  • Social Networking (Online) 16%
  1 Citationer (Scopus)

  86 Downloads (Pure)

• Example-Driven Exploratory Analytics over Knowledge Graphs

  Lissandrini, M., Hose, K. & Pedersen, T. B., 2023, Proceedings of the 26th International Conference on Extending Database Technology, EDBT 2023. OpenProceedings.org, s. 105-117 13 s. (Advances in Database Technology, Bind 26).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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  Fil

  • User 100%
  • Analytics 100%
  • Desired Information 25%
  2 Citationer (Scopus)

  19 Downloads (Pure)

• Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis

  Shao, Z., Wang, F., Xu, Y., Wei, W., Yu, C., Zhang, Z., Yao, D., Jin, G., Cao, X., Cong, G., Jensen, C. S. & Cheng, X., 2023, arXiv, 14 s.

  Publikation: Working paper/Preprint › Preprint

  Åben adgang

  • Multivariate Time Series 100%
  • Benchmarking 100%
  • Temporal Modeling 12%

• FARGO: Fast Maximum Inner Product Search via Global Multi-Probing

  Zhao, X., Zheng, B., Yi, X., Luan, X., Xie, C., Zhou, X. & Jensen, C. S., 2023, I: Proceedings of the VLDB Endowment. 16, 5, s. 1100-1112 13 s.

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  Fil

  • Transformations 100%
  • Search 100%
  • Locality Sensitive Hashing 50%
  • Neighbour Search 25%
  • Optimization Technique 25%
  2 Downloads (Pure)

• FDA-HeatFlex: Scalable Privacy-Preserving Temperature and Flexibility Prediction for Heat Pumps using Federated Domain Adaptation

  Khanal, S., Ho, N. & Pedersen, T. B., 20 jun. 2023, e-Energy 2023 - Proceedings of the 2023 14th ACM International Conference on Future Energy Systems. Association for Computing Machinery, s. 172-183 12 s.

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  • Privacy Preserving 100%
  • Domain Adaptation 100%
  • User 50%
  • Historical Data 25%
  • Machine Learning 25%

• Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities

  Chakraborty, R., Holm, J., Pedersen, T. B. & Popovski, P., 9 jun. 2023, I: ACM Transactions on Sensor Networks. 19, 4, s. 1-32 32 s., 89.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Internet 100%
  • Effective Method 100%
  • Sensor Networks 100%
  • Similarity Graph 100%
  • Analyzing Value 100%

• Fusing Local and Global Mobility Patterns for Trajectory Recovery

  Deng, L., Zhao, Y., Sun, H., Yang, C., Xie, J. & Zheng, K., 2023, Database Systems for Advanced Applications: 28th International Conference, DASFAA 2023. Wang, X., Sapino, M. L., Han, W-S., El Abbadi, A., Dobbie, G., Feng, Z., Shao, Y. & Yin, H. (red.). s. 448-463 16 s. (Lecture Notes in Computer Science; Nr. 13943).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Trajectory Data 100%
  • Graph Convolutional Network 66%
  • Superior Performance 33%
  • Transition Model 33%
  • Preprocessing Step 33%

• Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams

  Fang, Z., Gong, S., Chen, L., Xu, J., Gao, Y. & Jensen, C. S., 2023, I: Proceedings of the ACM on Management of Data. 1, 2, s. 1-25 25 s., 173.

  Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

  • Similarity Search 100%
  • Query Similarity 100%
  • Computation 66%
  • Trajectory Data 66%
  • Workload Balancing 66%

• Goal-Oriented Scheduling in Sensor Networks With Application Timing Awareness

  Holm, J., Chiariotti, F., Kalør, A. E., Soret, B., Pedersen, T. B. & Popovski, P., 1 aug. 2023, I: IEEE Transactions on Communications. 71, 8, s. 4513-4527 15 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  • Information Value 100%
  • Sensor Networks 100%
  • Summary Statistic 33%
  • Aspect-Oriented 33%
  • Common Definition 33%
  2 Citationer (Scopus)