Distributed, Embedded and Intelligent Systems

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

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  • Dual Balancing of SoC/SoT in Smart Batteries using Reinforcement Learning in Uppaal Stratego

    Kristjansen, M., Kulkarni, A., Jensen, P. G., Teodorescu, R. & Larsen, K. G., 16 okt. 2023, (Accepteret/In press) Annual Conference of the IEEE Industrial Electronics Society (IECON) 2023.

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  • Eclipse ESCET: The Eclipse Supervisory Control Engineering Toolkit

    Fokkink, W., Goorden, M., Hendriks, D., van Beek, B., Hofkamp, A., Reijnen, F., Etman, P., Moormann, L., van de Mortel-Fronczak, J., Reniers, M. A., Rooda, J., van der Sanden, B., Schiffelers, R., Thuijsman, S., Verbakel, J. & Vogel, H., 2023, Tools and Algorithms for the Construction and Analysis of Systems - 29th International Conference, TACAS 2023, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Proceedings. Sankaranarayanan, S. & Sharygina, N. (red.). s. 44-52 9 s.

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  • EXOGEM: Extending OpenAPI Generator for monitoring of RESTful APIs

    Holtebo, D. F., Sommer, J. L., Mølgaard Lund, M., Tibo, A., Dongo, J. & Albano, M., 2023, Service-Oriented Computing – ICSOC 2022 Workshops. Troya, J., Mirandola, R., Navarro, E., Delgado, A., Segura, S., Fernández, P., Ortiz, G., Pautasso, C., Zirpins, C. & Ruiz-Cortés, A. (red.). Springer, s. 118-129 12 s. (Lecture Notes in Computer Science, Bind 13821).

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  • Graph Neural Networks for Metagenomic Binning

    Lamurias, A., Tibo, A., Hose, K., Albertsen, M. & Nielsen, T. D., 2023, ICML Workshop on Computational Biology.

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  • Guaranteed safe controller synthesis for switched systems using analytical solutions

    Goorden, M., Larsen, K. G., Nielsen, J. E., Nielsen, T. D., Qian, W., Rasmussen, M. R. & Zhao, G., 2023, IEEE Conference on Control Technology and Applications. IEEE, s. 785-790

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  • Learning Style Classification by Using Bayesian Networks Based on the Index of Learning Style

    Usme, Y. P. V., Normann, M., Sapsai, I., Abke, J., Madsen, A. L. & Weidl, G., 19 jun. 2023, Proceedings of the 5th European Conference on Software Engineering Education, ECSEE 2023. s. 73-82 10 s.

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  • Learning Symbolic Timed Models from Concrete Timed Data

    Dierl, S., Howar, F. M., Kauffman, S., Kristjansen, M., Guldstrand Larsen, K., Lorber, F. & Mauritz, M., 16 maj 2023, NASA Formal Methods - 15th International Symposium, NFM 2023, Proceedings. Rozier, K. Y. & Chaudhuri, S. (red.). Springer Science+Business Media, s. 104-121 18 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13903 LNCS).

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  • Metagenomic Binning using Connectivity-constrained Variational Autoencoders

    Lamurias, A., Tibo, A., Hose, K., Nielsen, T. D. & Albertsen, M., 2023, International Conference on Machine Learning (ICML).

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  • Modelling of Hot Water Buffer Tank and Mixing Loop for an Intelligent Heat Pump Control

    Riaz, I., Jensen, P. G., Srba, J. & Larsen, K. G., 17 sep. 2023, Modelling of Hot Water Buffer Tank and Mixing Loop for an Intelligent Heat Pump Control.

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  • Open- and Closed-Loop Neural Network Verification using Polynomial Zonotopes

    Kochdumper, N., Schilling, C., Althoff, M. & Bak, S., 2023, NASA Formal Methods - 15th International Symposium. Rozier, K. Y. & Chaudhuri, S. (red.). Springer, s. 16-36 21 s. (Lecture Notes in Computer Science, Bind 13903).

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  • Patient Event Sequences for Predicting Hospitalization Length of Stay

    Hansen, E. R., Nielsen, T. D., Larsen, T. M., Strausholm, M. N., Sagi, T. & Hose, K., 7 jun. 2023, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. Juarez, J. M., Marcos, M., Stiglic, G. & Tucker, A. (red.). Springer, Cham, Bind 13897. s. 51-56 6 s.

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  • symQV: Automated Symbolic Verification of Quantum Programs

    Bauer-Marquart, F., Leue, S. & Schilling, C., 2023, Formal Methods - 25th International Symposium, FM 2023, Proceedings. Chechik, M., Katoen, J-P. & Leucker, M. (red.). Springer, s. 181-198 18 s. (Lecture Notes in Computer Science, Bind 14000).

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  • 2022

    Additive Pattern Databases for Decoupled Search

    Sievers, S., Gnad, D. & Torralba, A., 17 jul. 2022, Proceedings of the Fifteenth International Symposium on Combinatorial Search . 1 udg. The AAAI Press, Bind 15. s. 180-189 9 s.

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  • A Decision Support System to Predict Acute Fish Toxicity

    Madsen, A. L., Moe, S. J., Braunbeck, T., Connors, K. A., Embry, M., Schirmer, K., Scholz, S., Wolf, R. & Lillicrap, A. D., 2022, Proceedings of the 11th International Conference on Probabilistic Graphical Models. Salmerón, A. & Rumi, R. (red.). PMLR Press, s. 253-264 12 s. (The Proceedings of Machine Learning Research, Bind 186).

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  • A Diagram-Centric Modeling Tool for Systems of Systems

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

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    1 Citationer (Scopus)

  • AllSynth: Transiently Correct Network Update Synthesis Accounting for Operator Preferences

    Larsen, K. G., Mariegaard, A., Schmid, S. & Srba, J., 2022, Theoretical Aspects of Software Engineering - 16th International Symposium, TASE 2022, Proceedings. Aït-Ameur, Y. & Crăciun, F. (red.). Springer, s. 344-362 19 s. (Lecture Notes in Computer Science, Bind 13299).

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  • An Algorithm for the Formal Reduction of Differential Equations as Over-Approximations

    Squillace, G., Tribastone, M., Tschaikowski, M. & Vandin, A., 2022, Quantitative Evaluation of Systems. Springer, s. 173–191 (Lecture Notes in Computer Science, Bind 13479).

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  • An approach for Web of Things over Named Data Networking

    Dongo, J., 7 nov. 2022, IoT 2022 - Proceedings of the 12th International Conference on the Internet of Things 2022. Association for Computing Machinery, s. 187-192 6 s.

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  • An Approach to Estimating Energy Consumption of Web-based IT Systems (short paper)

    Kirkeby, M. H., Gallagher, J. & Thomsen, B., 31 maj 2022, Proceedings of the First Workshop on Connecting Education and Research Communities for an Innovative Resource Aware Society (CERCIRAS). Iyenghar, P. & Rakic, G. (red.). CEUR Workshop Proceedings, (CEUR Workshop Proceedings, Bind 3145).

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  • An Extension of ERODE to Reduce Boolean Networks By Backward Boolean Equivalence

    Argyris, G., Lluch Lafuente, A., Tribastone, M., Tschaikowski, M. & Vandin, A., 2022, Computational Methods in Systems Biology (CMSB'2022). Springer, s. 294-301 (Lecture Notes in Computer Science, Bind LNBI, volume 13447).

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    1 Citationer (Scopus)

  • A Python Library for Trace Analysis

    Dams, D., Havelund, K. & Kauffman, S., sep. 2022, International Conference on Runtime Verification. Dang, T. & Stolz, V. (red.). Springer, Bind 13498. s. 264-273 10 s. (Lecture Notes in Computer Science, Bind 13498).

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  • ARCH-COMP22 category report: Artificial intelligence and neural network control systems (AINNCS) for continuous and hybrid systems plants

    Lopez, D. M., Althoff, M., Benet, L., Chen, X., Fan, J., Forets, M., Huang, C., Johnson, T. T., Ladner, T., Li, W., Schilling, C. & Zhu, Q., 2022, 9th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH22). Frehse, G., Althoff, M., Schoitsch, E. & Guiochet, J. (red.). EasyChair, s. 142-184 43 s. (EPiC Series in Computing, Bind 90).

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  • ARCH-COMP22 category report: Continuous and hybrid systems with linear continuous dynamics

    Althoff, M., Forets, M., Schilling, C. & Wetzlinger, M., 2022, 9th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH22). Frehse, G., Althoff, M., Schoitsch, E. & Guiochet, J. (red.). EasyChair, s. 58-85 28 s. (EPiC Series in Computing, Bind 90).

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  • ARCH-COMP22 category report: Continuous and hybrid systems with nonlinear dynamics

    Geretti, L., Alexandre Dit Sandretto, J., Althoff, M., Benet, L., Collins, P., Duggirala, P. S., Forets, M., Kim, E., Mitsch, S., Schilling, C. & Wetzlinger, M., 2022, 9th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH22). Frehse, G., Althoff, M., Schoitsch, E. & Guiochet, J. (red.). EasyChair, s. 58-85 27 s. (EPiC Series in Computing, Bind 90).

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  • A Reparameterization of Mixtures of Truncated Basis Functions and its Applications

    Salmerón, A., Langseth, H., Masegosa, A. & Nielsen, T. D., 2022, Proceedings of the 11th International Conference on Probabilistic Graphical Models : PMLR. Salmerón, A. & Rumı́, R. (red.). PMLR Press, Bind 186. s. 205-216 (The Proceedings of Machine Learning Research, Bind 186).

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  • A Sigfox Module for the Network Simulator 3

    Naeem, M., Albano, M., Magrin, D., Nielsen, B. & Larsen, K. G., 22 jun. 2022, Proceedings of the 2022 Workshop on ns-3. Association for Computing Machinery, s. 81-88 8 s. (ACM International Conference Proceeding Series).

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    1 Citationer (Scopus)

  • A Structure Editor with Type-Safe Copy/Paste

    Hüttel, H., Nielsen, A. E. L., Sandberg, N. G., Andersen, C. L. & Mikkelsen, P., 31 aug. 2022, Proceedings of the 2022 34th Symposium on Implementation and Application of Functional Languages, IFL 2022. Association for Computing Machinery, 5. (ACM International Conference Proceeding Series).

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  • A Study of Extensive LoRaWAN Downlink Communication in a Mobility Scenario

    Thomassen, M. S. E., Winkler, K. S., Magrin, D. & Albano, M., 14 nov. 2022, Proceedings of MobiQuitous 2022. EAI - European Alliance for Innovation, s. 455-468 14 s.

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  • Automata-Driven Partial Order Reduction and Guided Search for LTL Model Checking

    Jensen, P. G., Srba, J., Ulrik, N. J. & Virenfeldt, S. M., 2022, Verification, Model Checking, and Abstract Interpretation - 23rd International Conference, VMCAI 2022, Proceedings. Finkbeiner, B. & Wies, T. (red.). Springer, s. 151-173 23 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13182 LNCS).

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    1 Citationer (Scopus)

  • Balancing Flexible Production and Consumption of Energy using Resource Timed Automata

    Hansen, J., Larsen, K. G. & Cuijpers, P. J. L., 7 jun. 2022, 2022 11th Mediterranean Conference on Embedded Computing, MECO 2022. IEEE, (Mediterranean Conference on Embedded Computing (MECO) - Proceedings).

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  • Beyond Stars - Generalized Topologies for Decoupled Search

    Gnad, D., Torralba, A. & Fišer, D., 13 jun. 2022, Proceedings of the 32nd International Conference on Automated Planning and Scheduling, ICAPS 2022. Kumar, A., Thiebaux, S., Varakantham, P. & Yeoh, W. (red.). AAAI Press, Bind 32. s. 110-118 9 s.

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    1 Citationer (Scopus)

  • Cognitive Cloud: The Definition

    Moreschini, S., Pecorelli, F., Li, X., Naz, S., Albano, M., Hastbacka, D. & Taibi, D., jul. 2022, Distributed Computing and Artificial Intelligence, 19th International Conference. Omatu, S., Mehmood, R., Sitek, P., Cicerone, S. & Rodríguez, S. (red.). Springer, s. 219-229 11 s. (Lecture Notes in Networks and Systems, Bind 583).

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  • Comparison of Online Exploration and Coverage Algorithms in Continuous Space

    Andreasen, M. Z., Holler, P. I., Jensen, M. K. & Albano, M., 3 feb. 2022, Proceedings of the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, Volume 1. Rocha, A. P., Steels, L. & Herik, H. J. V. D. (red.). SDMIS udg. SCITEPRESS Digital Library, Bind 1. s. 527-537 11 s.

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  • Conservative Time Discretization: A Comparative Study

    Forets, M. & Schilling, C., 2022, Integrated Formal Methods - 17th International Conference, IFM 2022, Proceedings. ter Beek, M. H. & Monahan, R. (red.). Springer, s. 149-167 19 s. (Lecture Notes in Computer Science, Bind 13274).

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    4 Citationer (Scopus)

  • Controlling Stormwater Detention Ponds under Partial Observability

    Kim, E. H., Nielsen, T. D., Larsen, K. G. & Goorden, M., 2 nov. 2022, NWPT: 33rd Nordic Workshop on Programming Theory. Nordic Workshop on Programming Theory, s. 1-3 3 s.

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  • cpp-tiny-client: A secure API client generator for IoT devices

    Springborg, A. A., Andersen, M. K., Hattel, K. H. & Albano, M., 25 apr. 2022, Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, SAC 2022. Association for Computing Machinery, s. 202-205 4 s. (Proceedings of the ACM Symposium on Applied Computing).

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  • Data driven Bayesian network to predict critical alarm

    Mietkiewicz, J. & Madsen, A. L., 2022, Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022). Leva, M. C., Patelli, E., Podofillini, L. & Wilson, S. (red.). Research Publishing, Singapore, 522

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  • Designing Through The Stack: The Case for a Participatory Digital Security By Design

    Slesinger, I., Coles-Kemp, L., Panteli, N. & Hansen, R. R., 24 okt. 2022, Proceedings of the 2022 New Security Paradigms Workshop, NSPW 2022. Association for Computing Machinery, s. 45-59 15 s. (ACM International Conference Proceeding Series).

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  • Differential Testing of Pushdown Reachability with a Formally Verified Oracle

    Schlichtkrull, A., Schou, M. K., Srba, J. & Traytel, D., okt. 2022, Proceedings of the 22nd Conference on Formal Methods in Computer-Aided Design – FMCAD 2022. Griggio, A. & Rungta, N. (red.). TU Wien Academic Press, Bind 3. s. 369-379 11 s. (Conference Series: Formal Methods in Computer-Aided Design).

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  • Distributed Fleet Management in Noisy Environments via Model-Predictive Control

    Bøgh, S., Jensen, P. G., Nyman, U., Larsen, K. G. & Kristjansen, M., 15 jun. 2022, Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling. AAAI Press Association for the Advancement of Artificial Intelligence, s. 565-573 9 s. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS).

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  • Efficient Estimation of Agent Networks

    Leguizamon Robayo, A. & Tschaikowski, M., 2022, Leveraging Applications of Formal Methods, Verification and Validation. Adaptation and Learning.. Springer, (Lecture Notes in Computer Science, Bind 13703).

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  • End-to-End Heat-Pump Control Using Continuous Time Stochastic Modelling and Uppaal Stratego

    Hasrat, I. R., Jensen, P. G., Larsen, K. G. & Srba, J., 2022, Theoretical Aspects of Software Engineering: 16th International Symposium, TASE 2022, Proceedings. Aït-Ameur, Y. & Crăciun, F. (red.). Springer, s. 363-380 18 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13299 LNCS).

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  • FBR: Dynamic Memory-Aware Fast Rerouting

    Johansen, N. S., Kær, L. B., Madsen, A. L., Nielsen, K. Ø., Schmid, S., Srba, J. & Tollund, R. G., 2022, 2022 IEEE 11th International Conference on Cloud Networking (CloudNet). IEEE, s. 55-60

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  • Formal Methods Meet Machine Learning (F3ML)

    Larsen, K., Legay, A., Nolte, G., Schlüter, M., Stoelinga, M. & Steffen, B., 2022, Leveraging Applications of Formal Methods, Verification and Validation. Adaptation and Learning - 11th International Symposium, ISoLA 2022, Proceedings. Margaria, T. & Steffen, B. (red.). Springer Science+Business Media, s. 393-405 13 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13703 LNCS).

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    3 Citationer (Scopus)

  • Homomorphisms of Lifted Planning Tasks: The Case for Delete-free Relaxation Heuristics

    Horčík, R., Fišer, D. & Torralba, A., jun. 2022, Proceedings of the AAAI Conference on Artificial Intelligence, 36. AAAI Press, Bind 36/9.

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  • Importance Splitting in Uppaal

    Larsen, K. G., Legay, A., Mikučionis, M. & Poulsen, D. B., 17 okt. 2022, Leveraging Applications of Formal Methods, Verification and Validation. Adaptation and Learning: 11th International Symposium, ISoLA 2022. Margaria, T. & Steffen, B. (red.). s. 433-447 15 s. (Lecture Notes in Computer Science, Bind 13703).

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    1 Citationer (Scopus)

  • Improvement of the Fine tuning algorithm

    Mietkiewicz, J. & Madsen, A. L., 2022, BNAIC/BeNeLearn - Joint International Scientific Conferences on AI and Machine Learning. 12 s.

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  • Interactive Theorem Proving for Logic and Information

    Villadsen, J., From, A. H., Jensen, A. B. & Schlichtkrull, A., 2022, Natural Language Processing in Artificial Intelligence – NLPinAI 2021. Loukanova, R. (red.). Springer, s. 25-48 24 s. (Studies in Computational Intelligence, Bind 999).

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    1 Citationer (Scopus)

  • Kaki: Concurrent Update Synthesis for Regular Policies via Petri Games

    Johansen, N. S., Kær, L. B., Madsen, A. L., Nielsen, K. Ø., Srba, J. & Tollund, R. G., 2022, 17th International Conference on Integrated Formal Methods, IFM 2022. Springer, s. 249-267 (Lecture Notes in Computer Science, Bind 13274).

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