Publications

Shows all publications by members of the Institute of Computer Engineering.

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E. Ghalebi, B. Mirzasoleiman, R. Grosu, J. Leskovec: Dynamic Network Model from Partial Observations
Neural Information Processing Systems (NIPS 2018), Montreal, Canada; in: Advances in Neural Information Processing Systems 31 (NIPS 2018), Advances in Neural Information Processing Systems 31, 2018
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P. Tulala, H. Mahyar, E. Ghalebi, R. Grosu: Unsupervised Wafermap Patterns Clustering via Variational Autoencoders
IEEE International Joint Conference on Neural Networks (IJCNN), Rio de Janeiro, Brazil; in: Proc. of IJCNN 2018: International Joint Conference on Neural Networks, IEEE, 2018, ISSN: 2161-4407, p. 1 - 8
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H. Mahyar, R. Hasheminezhad, E. Ghalebi, A. Nazemian, R. Grosu, A. Movaghar, H. Rabiee: Identifying central nodes for information flow in social networks using compressive sensing
Social Network Analysis and Mining, 8 (2018)
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H. Mahyar, R. Hasheminezhad, E. Ghalebi, R. Grosu, H. Stanley: A Compressive Sensing Framework for Distributed Detection of High Closeness Centrality Nodes in Networks
COMPLEX NETWORKS 2018: 7th International Conference on Complex Networks and Their Applications, Cambridge, United Kingdom; in: Complex Networks and Their Applications VII, Springer, 2018, ISBN: 978-3-030-05413-7, p. 91 - 103
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H. Mahyar, P. Tulala, H. Rabiee, R. Grosu: Generative Adversarial Networks for Clustering Semiconductor Wafer Maps
ML for Systems Workshop at NIPS 2018, Montreal, Canada; in: Proc. of ML for Systems Workshop, ML for Systems, 2018
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P. Raich, W. Kastner: The need for efficient multicast routing in low-power IPv6 mesh networks
14th IEEE International Workshop on Factory Communication Systems, Imperia, Italy; in: Proceedings 14th IEEE International Workshop on Factory Communication Systems, 2018, p. 1 - 4
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A.S. Metzger, M. Jradi, R. Grønborg Junker, W. Kastner, G. Reynders, T. Weiss, A. Knotzer, S. Østergaard Jensen: Digitalization & Facility Management: Energy Flexibility of Existing Buildings
11th International Facility Management Congress, Wien; in: Proceedings 11th Facility Management Congress, 2018, p. 1 - 25
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W. Kastner (invited): Building Automation in the Realm of the IoT
2018 IEEE International Conference on Future IoT Technologies (Future IoT 2018), Eger, Hungary
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M Függer, T. Nowak, M. Schwarz: Tight Bounds for Asymptotic and Approximate Consensus
37th ACM Symposium on Principles of Distributed Computing (PODC'18), Royal Holloway, University of London, Egham, United Kingdom; in: Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing (PODC '18), ACM, 2018, ISBN: 978-1-4503-5795-1, p. 325 - 334
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R. Hasani, B. Kulnik, D. Haerle, R. Grosu: Artificial Intelligence Solutions for Verification of Analog and Mixed-Signal Smart Power Systems
9th International Workshop on Frontiers in Analog CAD at ASYNC 2018, Vienna, Austria; in: Proceedings of the 9th International Workshop on Frontiers in Analog CAD, 2018
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R. Hasani, A. Amini, M. Lechner, F. Naser, R. Grosu, D. Rus: Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks
Workshop on Interpretability and Robustness in Audio, Speech, and Language (IRASL) at NIPS 2018, Montreal, Canada; in: Proceedings of the NIPS 2018 Interpretability and Robustness for Audio, Speech and Language Workshop, NIPS 2018, 2018
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M. Lechner, R. Hasani, R. Grosu: Interpretable Neuronal Circuit Policies for Reinforcement Learning Environments
Workshop on Explainable Artificial Intelligence (XAI2018) at IJCAI-ECAI 2018, Stockholm, Sweden; in: Proceedings of the 2nd Workshop on Explainable Artificial Intelligence, IJCAI-ECAI 2018, 2018, p. 79 - 84
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J. DelPreto, A. Salazar-Gomez, S. Gil, R. Hasani, F. Guenther, D. Rus: Plug-and-Play Supervisory Control Using Muscle and Brain Signals for Real-Time Gesture and Error Detection
Robotics: Science and Systems, Pittsburgh, Pennsylvania, USA; in: Robotics: Science and Systems XIV, Robotics: Science and Systems Foundation, 14 (2018), ISBN: 978-0-9923747-4-7
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P. Gleeson, D. Lung, R. Grosu, R. Hasani, S. Larson: c302: a multiscale framework for modelling the nervous system of Caenorhabditis elegans
Philosophical Transactions of the Royal Society B: Biological Sciences, 373 (2018)
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G. Sarma, C. Lee, T. Portegys, V. Ghayoomie, T. Jacobs, B. Alicea, M. Cantarelli, M. Currie, R. Gerkin, S. Gingell, P. Gleeson, R. Gordon, R. Hasani, G. Idili, S. Khayrulin, D. Lung, A. Palyanov, M. Watts, S. Larson: OpenWorm: overview and recent advances in integrative biological simulation of Caenorhabditis elegans
Philosophical Transactions of the Royal Society B: Biological Sciences, 373 (2018)
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U. Mehmood, N. Paoletti, D. Phan, R. Grosu, S. Lin, S. Stoller, A. Tiwari, J. Yang, S. Smolka: Declarative vs Rule-based Control for Flocking Dynamics
33rd ACM Symposium On Applied Computing, Pau, France; in: Proc. of SAC'18, the 33rd ACM Symposium On Applied Computing, ACM, 2018, ISBN: 978-1-4503-5191-1, p. 816 - 823
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D. Phan, N. Paoletti, T. Zhang, R. Grosu, S. Smolka, S. Stoller: Neural State Classification for Hybrid Systems
Proc. of ATVA 2018: the 16th International Symposium on Automated Technology for Verification and Analysis, Los Angeles, CA, USA; in: Proc. of ATVA 2018: the 16th International Symposium on Automated Technology for Verification and Analysis, Springer, 11138 (2018), ISBN: 978-3-030-01089-8, p. 422 - 440
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N. Manjunath, D. Haerle, C. Manthey, M. Väänänen, S. Sabanal, H. Eichinger, H. Tauber, A. Machne, R. Grosu, D. Nickovic: Production Tests Coverage Analysis in the Simulation Environment
International Test Conference, Phoenix, Arizona, USA; in: ITC'18, the International Test Conference, IEEE, 2018 IEEE International Test Conference (ITC) (2018), ISSN: 2378-2250, p. 1 - 7
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J. Cyranka, A. Islam, S. Smolka, S. Gao, R. Grosu: Tight Continuous-Time Reachtubes for Lagrangian Reachability
57th IEEE Conference on Decision and Control, Miami, Florida, USA; in: 57th IEEE Conference on Decision and Control, IEEE, 2018 IEEE Conference on Decision and Control (CDC) (2018), ISSN: 2576-2370, p. 6854 - 6861
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F. Petrushevski, M. Montazer, S. Seifried, C. Schiefer, G. Zucker, T. Preindl, G. Suter, W. Kastner: Use Cases for Improved Analysis of Energy and Comfort Related Parameters Based on BIM and BEMS Data
EG-ICE: Advanced Computing Strategies for Engineering, Lausanne, Switzerland; in: Workshop of the European Group for Intelligent Computing in Engineering, 2018, ISBN: 978-3-319-91637-8, p. 391 - 413
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