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Anzahl der Publikationen: 48
Zeitschriftenartikel
Schneider, Matthias und Linnhoff-Popien, Claudia
(5. Juli 2022):
Quantencomputer für alle: Wie Münchner Forscher die Superrechenleistung zur Wirtschaft bringen.
In: Münchner Merkur: S. 7
Gabor, Thomas; Illium, Steffen; Zorn, Maximilian; Lenta, Cristian; Mattausch, Andy; Belzner, Lenz und Linnhoff-Popien, Claudia
(2022):
Self-Replication in Neural Networks.
In: Artificial Life, Bd. 28, Nr. 2: S. 205-223
Gabor, Thomas; Phan, Thomy und Linnhoff-Popien, Claudia
(2021):
Productive fitness in diversity-aware evolutionary algorithms.
In: Natural Computing, Bd. 20, Nr. 3: S. 363-376
Schmid, Kyrill; Belzner, Lenz; Phan, Thomy; Gabor, Thomas und Linnhoff-Popien, Claudia
(2020):
Multi-agent Reinforcement Learning for Bargaining under Risk and Asymmetric Information.
In: Icaart: Proceedings of the 12Th International Conference on Agents and Artificial Intelligence, Vol 1: S. 144-151
Hahn, Carsten; Phan, Thomy; Feld, Sebastian; Roch, Christoph; Ritz, Fabian; Sedlmeier, Andreas; Gabor, Thomas und Linnhoff-Popien, Claudia
(2020):
Nash Equilibria in Multi-Agent Swarms.
In: Icaart: Proceedings of the 12Th International Conference on Agents and Artificial Intelligence, Vol 1: S. 234-241
Sedlmeier, Andreas; Gabor, Thomas; Phan, Thomy; Belzner, Lenz und Linnhoff-Popien, Claudia
(2020):
Uncertainty-based Out-of-Distribution Classification in Deep Reinforcement Learning.
In: Icaart: Proceedings of the 12Th International Conference on Agents and Artificial Intelligence, Vol 2: S. 522-529
Friedrich, Markus; Illium, Steffen; Fayolle, Pierre-Alain und Linnhoff-Popien, Claudia
(2020):
A Hybrid Approach for Segmenting and Fitting Solid Primitives to 3D Point Clouds.
In: Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Vol 1: Grapp: S. 38-48
Sax, Irmi; Feld, Sebastian; Zielinski, Sebastian; Gabor, Thomas; Linnhoff-Popien, Claudia und Mauerer, Wolfgang
(2020):
Approximate Approximation on a Quantum Annealer.
In: 17th ACM International Conference on Computing Frontiers 2020 (CF 2020): S. 108-117
Roch, Christoph; Impertro, Alexander; Phan, Thomy; Gabor, Thomas; Feld, Sebastian und Linnhoff-Popien, Claudia
(2020):
Cross Entropy Hyperparameter Optimization for Constrained Problem Hamiltonians Applied to QAOA.
In: 2020 International Conference on Rebooting Computing (Icrc 2020): S. 50-57
Feld, Sebastian; Roch, Christoph; Gabor, Thomas; To, Xiao-Ting Michelle und Linnhoff-Popien, Claudia
(2020):
The Dynamic Time Warping Distance Measure as QUBO Formulation.
In: 2020 5th International Conference on Computer and Communication Systems (ICCCS 2020): S. 946-950
Gabor, Thomas; Zielinski, Sebastian; Roch, Christoph; Feld, Sebastian und Linnhoff-Popien, Claudia
(2020):
The UQ Platform: A Unifed Approach To Quantum Annealing.
In: 2020 5Th International Conference on Computer and Communication Systems (Icccs 2020): S. 115-119
Gabor, Thomas; Sedlmeier, Andreas; Phan, Thomy; Ritz, Fabian; Kiermeier, Marie; Belzner, Lenz; Kempter, Bernhard; Klein, Cornel; Sauer, Horst; Schmid, Reiner; Wieghardt, Jan; Zeller, Marc und Linnhoff-Popien, Claudia
(2020):
The scenario coevolution paradigm: adaptive quality assurance for adaptive systems.
In: International Journal on Software Tools for Technology Transfer, Bd. 22: S. 457-476
[PDF, 1MB]
Phan, Thomy; Belzner, Lenz; Kiermeier, Marie; Friedrich, Markus; Schmid, Kyrill und Linnhoff-Popien, Claudia
(2019):
Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling.
In: Thirty-Third Aaai Conference on Artificial Intelligence / Thirty-First Innovative Applications of Artificial Intelligence Conference / Ninth Aaai Symposium on Educational Advances in Artificial Intelligence: S. 7941-7948
Phan, Thomy; Schmid, Kyrill; Belzner, Lenz; Gabor, Thomas; Feld, Sebastian und Linnhoff-Popien, Claudia
(2019):
Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies.
In: Aamas '19: Proceedings of the 18Th International Conference on Autonomous Agents and Multiagent Systems: S. 2162-2164
Hahn, Carsten; Phan, Thomy; Gabor, Thomas; Belzner, Lenz und Linnhoff-Popien, Claudia
(2019):
Emergent Escape-based Flocking Behavior using Multi-Agent Reinforcement Learning.
In: Alife 2019: the 2019 Conference on Artificial Life: S. 598-605
Gabor, Thomas; Illium, Steffen; Mattausch, Andy; Belzner, Lenz und Linnhoff-Popien, Claudia
(2019):
Self-Replication in Neural Networks.
In: Alife 2019: the 2019 Conference on Artificial Life: S. 424-431
Friedrich, Markus; Fayolle, Pierre-Alain; Gabor, Thomas und Linnhoff-Popien, Claudia
(2019):
Optimizing Evolutionary CSG Tree Extraction.
In: Proceedings of the 2019 Genetic and Evolutionary Computation Conference (Gecco'19): S. 1183-1191
Marouane, Chadly; Gutschale, Robert und Linnhoff-Popien, Claudia
(2018):
Visual Odometry for Pedestrians Based on Orientation Attributes of SURF.
In: Proceedings of Sai Intelligent Systems Conference (Intellisys) 2016, Vol 2, Bd. 16: S. 153-174
Linnhoff-Popien, Claudia und Verclas, Stephan
(2010):
Open Innovation: die T-Systems-LMU München Kooperation „Mobile Business Applications“.
In: PIK - Praxis der Informationsverarbeitung und Kommunikation, Bd. 37, Nr. 1: S. 41-47
[PDF, 1MB]
Paper
Backofen, Rolf; Böck, August; Bry, François; Buckenmaier, Andreas; Clote, Peter; Gabriel, Wilfried; Grosschedl, Rudolf; Hegering, Heinz-Gerd; Hermann, Reinhold G.; Kriegel, Hans-Peter; Kahmann, Regine; Kröger, Fred; Linnhoff-Popien, Claudia; Mewes, Hans-Werner; Weiss, Elisabeth H. und Wirsing, Martin
(1999):
Positionspapier zum Ausbau der Bioinformatik an der Ludwig-Maximilians-Universität München.
[PDF, 469kB]
Buchbeitrag
Linnhoff-Popien, Claudia; Klein, Cornel; Sauer, Horst; Schmid, Reiner; Wieghardt, Jan; Zeller, Marc; Sedlmeier, Andreas; Gabor, Thomas; Müller, Robert; Phan, Thomy und Ritz, Fabian
(2021):
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning.
In: Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
Proceedings of the 13th International Conference on Agents and Artificial Intelligence (Volume 1). ICAART, Setúbal, Portuagl: SciTePress. S. 28-37
Linnhoff-Popien, Claudia; Illium, Steffen; Ritz, Fabian und Müller, Robert
(2021):
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning.
In: Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
Proceedings of the 13th International Conference on Agents and Artificial Intelligence (Volume 2). ICAART, Setúbal, Portuagl: SciTePress. S. 49-56
Linnhoff-Popien, Claudia; Ochs, Jörg; Platschek, Christian; Schröder, Tobias; Ritz, Fabian; Illium, Steffen und Müller, Robert
(2021):
Acoustic Leak Detection in Water Networks.
In:
Proceedings of the 13th International Conference on Agents (Volume 2) and Artificial Intelligence. ICAART, Setúbal, Portuagl: SciTePress. S. 306-313
Picot, Arnold und Neuburger, Rahild
(2015):
Mobilitätskonzepte von morgen – Erwartungen der Nutzer und ihre Implikationen für zukünftige Marktstrukturen.
In: Linnhoff-Popien, Claudia; Zadddach, Michael und Grahl, Andreas (Hrsg.):
Marktplätze im Umbruch : Digitale Strategien für Services im Mobilen Internet. S. 613-624
Berger, Benedikt 
ORCID: https://orcid.org/0000-0001-8220-7686 und Hess, Thomas ORCID: https://orcid.org/0000-0003-3969-7477
(2015):
Die Konvergenz von Medien und Handel im Internet.
In: Linnhoff-Popien, Claudia; Zaddach, Michael und Grahl, Andreas (Hrsg.):
Marktplätze im Umbruch. Digitale Strategien für Services im Mobilen Internet. Heidelberg: Springer. S. 449-458
ORCID: https://orcid.org/0000-0001-8220-7686 und Hess, Thomas ORCID: https://orcid.org/0000-0003-3969-7477
(2015):
Die Konvergenz von Medien und Handel im Internet.
In: Linnhoff-Popien, Claudia; Zaddach, Michael und Grahl, Andreas (Hrsg.):
Marktplätze im Umbruch. Digitale Strategien für Services im Mobilen Internet. Heidelberg: Springer. S. 449-458
Hilkert, Daniel; Burkard, Christoph; Widjaja, Thomas; Hess, Thomas ORCID: https://orcid.org/0000-0003-3969-7477 und Buxmann, Peter ORCID: https://orcid.org/0000-0003-0235-4454
(2012):
Plattformoffenheit – Implikationen für Anbieter von Mobile Business Apps.
In: Verclas, Stephan und Linnhoff-Popien, Claudia (Hrsg.):
Smart Mobile Apps. Mit Business-Apps ins Zeitalter mobiler Geschäftsprozesse. Heidelberg: Springer. S. 495-506
ORCID: https://orcid.org/0000-0003-3969-7477 und Buxmann, Peter ORCID: https://orcid.org/0000-0003-0235-4454
(2012):
Plattformoffenheit – Implikationen für Anbieter von Mobile Business Apps.
In: Verclas, Stephan und Linnhoff-Popien, Claudia (Hrsg.):
Smart Mobile Apps. Mit Business-Apps ins Zeitalter mobiler Geschäftsprozesse. Heidelberg: Springer. S. 495-506
Picot, Arnold und Janello, Christoph
(2012):
Mobile Kommunikation der nächsten Dekade.
In: Verclas, Stephan und Linnhoff-Popien, Claudia (Hrsg.):
Smart Mobile Apps – Mit Business-Apps ins Zeitalter mobiler Geschäftsprozesse. Berlin ; Heidelberg: Springer. S. 521-530
Konferenzbeitrag
Gabor, Thomas; Lingsch Rosenfeld, Marian und Linnhoff-Popien, Claudia
(2022):
Simple Quantum State Encodings for Hybrid Programming of Quantum Simulators.
19th International Conference on Software Architecture Companion (ICSA-C), Honolulu, HI, USA, 12-15 March 2022.
In: 2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C),
S. 170-173
Gabor, Thomas; Rosenfeld, Marian Lingsch; Linnhoff-Popien, Claudia und Feld, Sebastian
(2022):
How to Approximate any Objective Function via Quadratic Unconstrained Binary Optimization.
2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), Honolulu, HI, USA, 15-18 March 2022.
In: 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER),
S. 1249-1257
Friedrich, Markus; Illium, Steffen; Fayolle, Pierre-Alain und Linnhoff-Popien, Claudia
(2022):
CSG Tree Extraction from 3D Point Clouds and Meshes Using a Hybrid Approach.
VISIGRAPP 2020, Virtual, February 6–8, 2022.
De Sousa, A. Augusto (Hrsg.):
In: Computer Vision, Imaging and Computer Graphics Theory and Applications 17th International Joint Conference, VISIGRAPP 2022, Virtual Event, February 6–8, 2022, Revised Selected Papers, Communications in Computer and Information Science
Bd. 1474
Cham, Switzerland: Springer. S. 53-79
Gabor, Thomas; Lachner, Michael; Kraus, Nico; Roch, Christoph; Stein, Jonas; Ratke, Daniel und Linnhoff-Popien, Claudia
(2022):
Modifying the quantum-assisted genetic algorithm.
GECCO '22, Genetic and Evolutionary Computation Conference, Boston Massachusetts, July 9 - 13, 2022.
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion,
New York: Association for Computing Machinery. S. 2205-2213
Gabor, Thomas; Zorn, Maximilian und Linnhoff-Popien, Claudia
(2022):
The applicability of reinforcement learning for the automatic generation of state preparation circuits.
GECCO '22, Genetic and Evolutionary Computation Conference, Boston Massachusetts, July 9 - 13, 2022.
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion,
New York: Association for Computing Machinery. S. 2196-2204
Sedlmeier, Andreas; Kölle, Michael; Müller, Robert; Baudrexel, Leo und Linnhoff-Popien, Claudia
(2022):
Quantifying Multimodality in World Models.
14th International Conference on Agents and Artificial Intelligence, Online, 3-5 February, 2022.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence. Vol. 1,
Setúbal: SciTePress - Science and Technology Publications. S. 367-374
Illium, Steffen; Schillman, Thore; Müller, Robert; Gabor, Thomas und Linnhoff-Popien, Claudia
(2022):
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks.
14th International Conference on Agents and Artificial Intelligence (ICAART 2022), Online, 3-5 February, 2022.
In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3,
S. 308-315
Illium, Steffen; Zorn, Maximilian; Lenta, Cristian; Kolle, Michael; Linnhoff-Popien, Claudia und Gabor, Thomas
(2022):
Constructing Organism Networks from Collaborative Self-Replicators.
2022 IEEE Symposium Series on Computational Intelligence (SSCI), Singapore, Singapore, 04-07 December 2022.
Ishibuchi, Hisao (Hrsg.):
In: Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence (SSCI 2022),
New York: IEEE. S. 1268-1275
Nüßlein, Jonas; Illium, Steffen; Müller, Robert; Gabor, Thomas und Linnhoff-Popien, Claudia
(2022):
Case-Based Inverse Reinforcement Learning Using Temporal Coherence.
30th International Conference on Case-Based Reasoning Research and Development (ICCBR 2022), Nancy, France, September 12–15, 2022.
Keane, Mark T. und Wiratunga, Nirmalie (Hrsg.):
In: Case-Based Reasoning Research and Development, Lecture Notes in Artificial Intelligence (LNAI)
Bd. 13405
Cham: Springer. S. 304-317
Nüßlein, Jonas; Gabor, Thomas; Linnhoff-Popien, Claudia und Feld, Sebastian
(2022):
Algorithmic QUBO formulations for k -SAT and hamiltonian cycles.
GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, July 9 - 13, 2022.
Fieldsend, Jonathan E. (Hrsg.):
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion,
New York: Association for Computing Machinery. S. 2240-2246
Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Müller, Robert ORCID: https://orcid.org/0000-0003-3108-713X; Gabor, Thomas; Sedlmeier, Andreas; Zeller, Marc; Wieghardt, Jan; Schmid, Reiner; Sauer, Horst; Klein, Cornel und Linnhoff-Popien, Claudia
(2022):
Specification Aware Multi-Agent Reinforcement Learning.
13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Agents and Artificial Intelligence. 13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021, Revised Selected Papers, Lecture Notes in Computer Science
Bd. 13251
Cham: Springer. S. 3-21
ORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Müller, Robert ORCID: https://orcid.org/0000-0003-3108-713X; Gabor, Thomas; Sedlmeier, Andreas; Zeller, Marc; Wieghardt, Jan; Schmid, Reiner; Sauer, Horst; Klein, Cornel und Linnhoff-Popien, Claudia
(2022):
Specification Aware Multi-Agent Reinforcement Learning.
13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Agents and Artificial Intelligence. 13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021, Revised Selected Papers, Lecture Notes in Computer Science
Bd. 13251
Cham: Springer. S. 3-21
Roch, Christoph; Londono Castillo, Santiago und Linnhoff-Popien, Claudia
(2022):
A Grover based Quantum Algorithm for Finding Pure Nash Equilibria in Graphical Games.
19th International Conference on Software Architecture Companion (ICSA-C), Online, 12-15 March 2022.
In: 2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C),
Piscataway, NJ: IEEE. S. 147-151
Phan, Thomy; Belzner, Lenz; Gabor, Thomas; Sedlmeier, Andreas; Ritz, Fabian und Linnhoff-Popien, Claudia
(2021):
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition.
The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), Virtual Event, February 2-9, 2021.
In: Proceedings of the AAAI Conference on Artificial Intelligence,
Bd. 35, Nr. 13
AAAI Press. S. 11308-11316
Schmid, Kyrill; Müller, Robert; Belzner, Lenz; Tochtermann, Johannes und Linnhoff-Popien, Claudia
(2021):
Distributed Emergent Agreements with Deep Reinforcement Learning.
2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18-22 July 2021.
In: 2021 International Joint Conference on Neural Networks (IJCNN),
S. 1-8
Müller, Robert; Illium, Steffen und Linnhoff-Popien, Claudia
(2021):
Deep Recurrent Interpolation Networks for Anomalous Sound Detection.
2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18-22 July 2021.
In: 2021 International Joint Conference on Neural Networks (IJCNN),
S. 1-7
Kiermeier, Marie; Feld, Sebastian und Linnhoff-Popien, Claudia
(2017):
Root Cause Analysis for Global Anomalous Events in Self-Organizing Industrial Systems.
IEEE 21st International Conference on Intelligent Engineering Systems, Larnaca, Cyprus, October 20-23, 2017.
Szakál, Anikó (Hrsg.):
In: INES 2017 : IEEE 21st International Conference on Intelligent Engineering Systems : proceedings : October 20-23, 2017, Larnaca, Cyprus,
Piscataway, NJ: IEEE. S. 163-168
Kiermeier, Marie; Werner, Martin; Linnhoff-Popien, Claudia; Sauer, Horst und Wieghardt, Jan
(2017):
Anomaly detection in self-organizing industrial systems using pathlets.
2017 IEEE International Conference on Industrial Technology (ICIT), Toronto, 22-25 March 2017.
Institute of Electrical and Electronics Engineers (Hrsg.),
In: 2017 IEEE International Conference on Industrial Technology (ICIT) : 22-25 March 2017,
Piscataway, NJ: IEEE. S. 1226-1231
Schauer, Lorenz; Marcus, Philipp und Linnhoff-Popien, Claudia
(2016):
Towards Feasible Wi-Fi based Indoor Tracking Systems Using Probabilistic Methods.
2016 International Conference on Indoor Positioning and Indoor Navigation (IPIN), Alcalá de Henares, Madrid, Spain, 4-7 October 2016.
IEEE Computer Society.
Marouane, Chadly; Ebert, Andre; Linnhoff-Popien, Claudia und Christil, Maximilian
(2016):
Step and activity detection based on the orientation and scale attributes of the SURF algorithm.
2016 International Conference on Indoor Positioning and Indoor Navigation (IPIN), Alcalá de Henares, Madrid, Spain, 4-7 October 2016.
IEEE Computer Society.
Marouane, Chadly; Maier, Marco; Leupold, Alexander und Linnhoff-Popien, Claudia
(2016):
Visual Odometry using motion vectors from visual feature points.
2016 International Conference on Indoor Positioning and Indoor Navigation (IPIN), Alcalá de Henares, Madrid, Spain, 4-7 October 2016.
IEEE Computer Soc..
Feld, Sebastian; Werner, Martin und Linnhoff-Popien, Claudia
(2016):
Approximated Environment Features with Application to Trajectory Annotation.
2016 IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 6-9 December 2016.
IEEE Computer Society.