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  • 2024

    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 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • 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. (ed.). Springer, p. 33-54 22 p. (Lecture Notes in Computer Science, Vol. 14380).

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  • 2023

    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. (eds.). Association for Computing Machinery, 9

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  • 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, p. 267-275 9 p.

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    1 Citation (Scopus)

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

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

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  • 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, p. 4902-4910 9 p.

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  • 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 Sept 2023, Proceedings af the Fourteenth International Symposium on Games, Automata, Logics, and Formal Verification (GandALF 2023). Italien: Open Publishing Association, Vol. 390. p. 99-114 16 p. (Electronic Proceedings in Theoretical Computer Science).

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  • 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, p. 254-261 8 p.

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    1 Citation (Scopus)

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

    Andersen, L. R., Jacobsen, L. J. & Campos, D., 21 Sept 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. (eds.). 10 p. 1

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  • 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 p. 10175258

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    1 Citation (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 othersChbeir, 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. (eds.). Springer, p. 293-311 19 p. (Communications in Computer and Information Science, Vol. 1850 CCIS).

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  • 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, p. 2235-2248 14 p. (Proceedings of the International Conference on Data Engineering).

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    1 Citation (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. (eds.). Springer, p. 83-99 17 p. (Lecture Notes in Computer Science, Vol. 14308).

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  • 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, p. 388-397 (ICDM).

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  • 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, Vol. 2023-april. p. 1572-1584 13 p. (Proceedings - International Conference on Data Engineering, Vol. 2023-April).

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    2 Citations (Scopus)

  • 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, p. 105-117 13 p. (Advances in Database Technology, Vol. 26).

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  • 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, p. 172-183 12 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • 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. (eds.). p. 448-463 16 p. (Lecture Notes in Computer Science; No. 13943).

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  • Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning

    Zhao, L., Khan, A., Luo, R. & Yeo, C. K., 2023, Complex Networks and Their Applications - Proceedings of the 11th International Conference: COMPLEX NETWORKS 2022. Cherifi, H., Mantegna, R. N., Rocha, L. M., Cherifi, C. & Miccichè, S. (eds.). International Conference on Complex Networks and Their Applications: Springer Publishing Company, p. 426-439 14 p. (Studies in Computational Intelligence (Springer SCI), Vol. 1077).

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  • Heat FlexOffers: a device-independent and scalable representation of electricity-heat flexibility

    Lilliu, F., Pedersen, T. B. & Siksnys, L., 20 Jun 2023, e-Energy 2023 - Proceedings of the 2023 14th ACM International Conference on Future Energy Systems. Association for Computing Machinery, p. 374-385 12 p. (e-Energy 2023 - Proceedings of the 2023 14th ACM International Conference on Future Energy Systems).

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  • Holistic Analytics of Sensor Data from Renewable Energy Sources: A Vision Paper

    Jensen, S. K. & Thomsen, C., 31 Aug 2023, New Trends in Database and Information Systems, ADBIS 2023 Proceedings. Abelló, A., Romero, O., Vassiliadis, P., Wrembel, R., Bugiotti, F., Gamper, J., Vargas Solar, G. & Zumpano, E. (eds.). Springer, p. 360-366 7 p. (Communications in Computer and Information Science, Vol. 1850 CCIS).

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  • Learned Bloom Filter for Multi-key Membership Testing

    Li, Y., Wang, Z., Yang, R., Zhao, Y., Zhou, R. & Zheng, K., 2023, Database Systems for Advanced Applications - 28th International Conference, DASFAA 2023, Proceedings: 28th International Conference, DASFAA 2023. Wang, X., Sapino, M. L., Han, W-S., Abbadi, A. E., Dobbie, G., Feng, Z., Shao, Y. & Yin, H. (eds.). Springer Nature Switzerland AG, p. 62-79 18 p. (Lecture Notes in Computer Science; No. 13943).

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    1 Citation (Scopus)

  • Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search

    Zheng, B., Yue, Z., Hu, Q., Yi, X., Luan, X., Xie, C., Zhou, X. & Jensen, C. S., 2023, 2023 IEEE 39th International Conference on Data Engineering (ICDE). IEEE, p. 3209-3221 13 p. (Proceedings of the International Conference on Data Engineering).

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    1 Citation (Scopus)

  • LightPath: Lightweight and Scalable Path Representation Learning

    Yang, S. B., Hu, J., Guo, C., Yang, B. & Jensen, C. S., 6 Aug 2023, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2999-3010 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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  • Mining Seasonal Temporal Patterns in Time Series

    Ho, V. L., Ho, N. & Pedersen, T. B., 7 Apr 2023, 2023 IEEE 39th International Conference on Data Engineering (ICDE). IEEE Communications Society, p. 2249-2261 13 p. 10184527. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • Most Probable Densest Subgraphs

    Saha, A., Ke, X., Khan, A. & Long, C., 2023, 2023 IEEE 39th International Conference on Data Engineering (ICDE). IEEE, p. 1447-1460 14 p. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing

    Zhong, X., Miao, H., Qiu, D., Zhao, Y. & Zheng, K., 21 Oct 2023, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM '23). Association for Computing Machinery, p. 3534-3543 10 p.

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  • Reinforcement Learning based Tree Decomposition for Distance Querying in Road Networks

    Zheng, B., Ma, Y., Wan, J., Gao, Y., Huang, K., Zhou, X. & Jensen, C. S., 2023, 2023 IEEE 39th International Conference on Data Engineering (ICDE). IEEE, p. 1678-1690 13 p. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • RHB-Net: A Relation-aware Historical Bridging Network for Text2SQL Auto-Completion

    Zheng, B., Bi, L., Xi, R., Chen, L., Gao, Y., Zhou, X. & Jensen, C. S., 19 Jul 2023, Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '23). Association for Computing Machinery, p. 1458-1467 10 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • S 2TUL: A Semi-Supervised Framework for Trajectory-User Linking

    Deng, L., Sun, H., Zhao, Y., Liu, S. & Zheng, K., 27 Feb 2023, WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 375-383 9 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    4 Citations (Scopus)

  • SEA: A Scalable Entity Alignment System

    Wu, J., Li, T., Chen, L., Gao, Y. & Wei, Z., 19 Jul 2023, Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '23). Association for Computing Machinery, p. 3175-3179 5 p.

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  • SimiDTR: Deep Trajectory Recovery with Enhanced Trajectory Similarity

    Zhang, Y., Deng, L., Zhao, Y., Chen, J., Xie, J. & Zheng, K., 2023, Database Systems for Advanced Applications: 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part I. Wang, X., Sapino, M. L., Han, W-S., El Abbadi, A., Dobbie, G., Feng, Z., Shao, Y. & Yin, H. (eds.). Springer, p. 431-447 17 p. (Lecture Notes in Computer Science, Vol. LNCS 13943).

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  • ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction

    Li, S., Cui, Y., Zhao, Y., Yang, W., Zhang, R. & Zhou, X., 21 Oct 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1208–1217 10 p.

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  • Task Assignment with Spatio-temporal Recommendation in Spatial Crowdsourcing

    Zhu, C., Cui, Y., Zhao, Y. & Zheng, K., 2023, Web and Big Data: 6th International Joint Conference, APWeb-WAIM 2022, Nanjing, China, November 25–27, 2022, Proceedings, Part I. Li, B., Tao, C., Yue, L., Han, X., Calvanese, D. & Amagasa, T. (eds.). Springer, p. 264-279 16 p. (Lecture Notes in Computer Science, Vol. LNCS 13421).

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    2 Citations (Scopus)

  • Uncertain FlexOffers: a scalable, uncertainty-aware model for energy flexibility

    Lilliu, F., Pedersen, T. B., Siksnys, L. & Neupane, B., 20 Jun 2023, e-Energy 2023 - Proceedings of the 2023 14th ACM International Conference on Future Energy Systems. Association for Computing Machinery, p. 30-41 12 p. (e-Energy 2023 - Proceedings of the 2023 14th ACM International Conference on Future Energy Systems).

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  • Uncertainty Quantification for Traffic Forecasting: A Unified Approach

    Qian, W., Zhang, D., Zhao, Y., Zheng, K. & Yu, J. J. Q., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society Press, p. 992-1004 13 p. (Proceedings of the International Conference on Data Engineering).

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    1 Citation (Scopus)

  • Unsupervised Entity Alignment for Temporal Knowledge Graphs

    Liu, X., Wu, J., Li, T., Chen, L. & Gao, Y., 30 Apr 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, p. 2528–2538 11 p.

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    7 Citations (Scopus)

  • Usage-and Risk-Aware Falsification Testing for Cyber-Physical Systems

    Kiviriga, A., Larsen, K. G., Nickovic, D. & Nyman, U., 2023, Formal Modeling and Analysis of Timed Systems: 21st International Conference, FORMATS 2023, Antwerp, Belgium, September 19–21, 2023, Proceedings. Petrucci, L. & Sproston, J. (eds.). Springer, p. 141-157 17 p. (Lecture Notes in Computer Science, Vol. 14138 LNCS).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • Voting-based Opinion Maximization

    Saha, A., Ke, X., Khan, A. & Lakshmanan, L. V. S., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE, p. 544-557 14 p. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • 2022

    A Diagram-Centric Modeling Tool for Systems of Systems

    Harbo, S. K. R., Voldby, E. P., Madsen, J. & Albano, M., 23 Oct 2022, Proceedings of the ACM/IEEE 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings. Association for Computing Machinery, p. 51-55 5 p.

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    2 Citations (Scopus)

  • Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders

    Kieu, T., Yang, B., Guo, C., Cirstea, R-G., Zhao, Y., Song, Y. & Jensen, C. S., 2022, Proceeding of the 38th IEEE International Conference on Data Engineering, ICDE 2022. IEEE, p. 1342-1354 13 p.

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    18 Citations (Scopus)

  • Approximate and Interactive Processing of Aggregate Queries on Knowledge Graphs: A Demonstration

    Wang, Y., Khan, A., Xu, X., Ye, S., Pan, S. & Zhou, Y., 17 Oct 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. 31st ACM International Conference on Information and Knowledge Management (CIKM ’22), October 17–21, 2022, Atlanta, GA, USA. : Association for Computing Machinery, p. 5034-5038 5 p.

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    4 Citations (Scopus)

  • A Supervised Skyline-Based Algorithm for Spatial Entity Linkage

    Isaj, S., Kaffes, V., Pedersen, T. B. & Giannopoulos, G., Mar 2022, Proceedings of the 25th International Conference on Extending Database Technology (EDBT). OpenProceedings.org, p. 220-233 (Advances in Database Technology, Vol. 25).

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  • BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule

    Zhang, M., Pan, S., Chang, X., Su, S., Hu, J., Haffari, G. & Yang, B., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 11861-11870 10 p. (I E E E Conference on Computer Vision and Pattern Recognition. Proceedings).

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  • ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities

    Gao, Y., Liu, X., Wu, J., Li, T., Wang, P. & Chen, L., 2022, KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 421-431 11 p.

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    13 Citations (Scopus)

  • Design Visions for Future Energy Systems: Towards Aligning Developers' Assumptions and Householders' Expectations

    Jensen, R. H., Raptis, D., Siksnys, L., Pedersen, T. B. & Skov, M. B., 8 Oct 2022, Participative Computing for Sustainable Futures - Proceedings of the 12th Nordic Conference on Human-Computer Interaction, NordiCHI 2022. Association for Computing Machinery, p. 1-13 20

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  • Diverse Shortest Paths in Game Maps: A Comparative User Study and Experiments

    Li, L., Cheema, M. A., Ali, M. E., Lu, H. & Li, H., 2022, Databases Theory and Applications: 33rd Australasian Database Conference, ADC 2022, Proceedings. Hua, W., Wang, H. & Li, L. (eds.). Springer, p. 76-88 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13459 LNCS).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    1 Citation (Scopus)

  • domOS Common Ontology: Web of Things Discovery in Smart Buildings

    Laadhar, A., Thomsen, C. & Pedersen, T. B., 2022, European Semantic Web Conference : ESWC 2022 Satellite Events - Proceedings. Groth, P., Rula, A., Schneider, J., Tiddi, I., Simperl, E., Alexopoulos, P., Hoekstra, R., Alam, M., Dimou, A., Tamper, M. & Tamper, M. (eds.). Springer, p. 95-100 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13384 LNCS).

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    1 Citation (Scopus)

  • Efficient Join Order Selection Learning with Graph-based Representation

    Chen, J., Ye, G., Zhao, Y., Liu, S., Deng, L., Chen, X., Zhou, R. & Zheng, K., 14 Aug 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 97-107 11 p.

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    5 Citations (Scopus)

  • Efficient Learning with Pseudo Labels for Query Cost Estimation

    Liu, S., Chen, X., Zhao, Y., Chen, J., Zhou, R. & Zheng, K., 2022, CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery, p. 1309-1318

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    2 Citations (Scopus)