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ORCIDClaudia Linnhoff-Popien
Claudia Linnhoff – Claudia Popien
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- affiliation: Ludwig Maximilian University of Munich, Germany
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2020 – today
- 2024
[j26]Thomy Phan, Felix Sommer, Fabian Ritz, Philipp Altmann, Jonas Nüßlein, Michael Kölle, Lenz Belzner, Claudia Linnhoff-Popien:
Emergent cooperation from mutual acknowledgment exchange in multi-agent reinforcement learning. Auton. Agents Multi Agent Syst. 38(2): 34 (2024)- [c155]Philipp Altmann, Adelina Bärligea, Jonas Stein, Michael Kölle, Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien:
Quantum Circuit Design: A Reinforcement Learning Challenge. AAMAS 2024: 2123-2125 - [c154]Sebastian Zielinski
, Maximilian Zorn, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien:
Using an Evolutionary Algorithm to Create (MAX)-3SAT QUBOs. GECCO Companion 2024: 1984-1992 - [c153]Michael Kölle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien:
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms. ICAART (1) 2024: 59-70 - [c152]Michael Kölle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien:
Multi-Agent Quantum Reinforcement Learning Using Evolutionary Optimization. ICAART (1) 2024: 71-82 - [c151]Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien:
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis. ICAART (1) 2024: 83-94 - [c150]Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien:
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly. ICAART (2) 2024: 99-109 - [c149]Jonas Stein, Daniëlle Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Kölle, Jonas Nüßlein, Leo Sünkel, Olivier Salomon, Claudia Linnhoff-Popien:
Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection. ICAART (2) 2024: 177-185 - [c148]Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien:
Quantum Advantage Actor-Critic for Reinforcement Learning. ICAART (1) 2024: 297-304 - [c147]Robert Müller, Hasan Turalic, Thomy Phan, Michael Kölle, Jonas Nüßlein, Claudia Linnhoff-Popien:
ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering. ICAART (1) 2024: 305-312 - [c146]Michael Kölle, Afrae Ahouzi, Pascal Debus, Robert Müller, Daniëlle Schuman, Claudia Linnhoff-Popien:
Towards Efficient Quantum Anomaly Detection: One-Class SVMs Using Variable Subsampling and Randomized Measurements. ICAART (2) 2024: 324-335 - [c145]Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Kölle, Jonas Nüßlein, Daniëlle Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien:
Benchmarking Quantum Surrogate Models on Scarce and Noisy Data. ICAART (3) 2024: 352-359 - [c144]Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien:
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures. ICAART (3) 2024: 649-656 - [c143]Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Kölle, Claudia Linnhoff-Popien:
Introducing Reduced-Width QNNs, an AI-Inspired Ansatz Design Pattern. ICAART (3) 2024: 1127-1134 - [c142]Sebastian Zielinski, Magdalena Benkard, Jonas Nüßlein, Claudia Linnhoff-Popien, Sebastian Feld:
SATQUBOLIB: A Python Framework for Creating and Benchmarking (Max-)3SAT QUBOs. I4CS 2024: 48-66 - [c141]Michael Kölle, Gerhard Stenzel, Jonas Stein, Sebastian Zielinski, Björn Ommer, Claudia Linnhoff-Popien:
Quantum Denoising Diffusion Models. QSW 2024: 88-98 - [i69]Robert Müller, Hasan Turalic, Thomy Phan, Michael Kölle, Jonas Nüßlein, Claudia Linnhoff-Popien:
ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering. CoRR abs/2401.03504 (2024) - [i68]Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien:
Quantum Advantage Actor-Critic for Reinforcement Learning. CoRR abs/2401.07043 (2024) - [i67]Michael Kölle, Gerhard Stenzel, Jonas Stein, Sebastian Zielinski, Björn Ommer, Claudia Linnhoff-Popien:
Quantum Denoising Diffusion Models. CoRR abs/2401.07049 (2024) - [i66]Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien:
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis. CoRR abs/2401.07054 (2024) - [i65]Michael Kölle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien:
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics through Multi-Agent Reinforcement Learning Algorithms. CoRR abs/2401.07056 (2024) - [i64]Philipp Altmann, Céline Davignon, Maximilian Zorn, Fabian Ritz, Claudia Linnhoff-Popien, Thomas Gabor:
REACT: Revealing Evolutionary Action Consequence Trajectories for Interpretable Reinforcement Learning. CoRR abs/2404.03359 (2024) - [i63]Philipp Altmann, Katharina Winter, Michael Kölle, Maximilian Zorn, Thomy Phan, Claudia Linnhoff-Popien:
MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange. CoRR abs/2404.03431 (2024) - [i62]David Bucher, Nico Kraus, Jonas Blenninger, Michael Lachner, Jonas Stein, Claudia Linnhoff-Popien:
Towards Robust Benchmarking of Quantum Optimization Algorithms. CoRR abs/2405.07624 (2024) - [i61]Sebastian Zielinski, Maximilian Zorn, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien:
Using an Evolutionary Algorithm to Create (MAX)-3SAT QUBOs. CoRR abs/2405.09272 (2024) - [i60]Jonas Stein, Jonas Blenninger, David Bucher, Josef Peter Eder, Elif Çetiner, Maximilian Zorn, Claudia Linnhoff-Popien:
CUAOA: A Novel CUDA-Accelerated Simulation Framework for the QAOA. CoRR abs/2407.13012 (2024) - [i59]Tobias Rohe, Daniëlle Schuman, Jonas Nüßlein, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien:
The Questionable Influence of Entanglement in Quantum Optimisation Algorithms. CoRR abs/2407.17204 (2024) - [i58]Michael Kölle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien:
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization. CoRR abs/2407.20739 (2024) - [i57]Michael Kölle, Afrae Ahouzi, Pascal Debus, Elif Çetiner, Robert Müller, Daniëlle Schuman, Claudia Linnhoff-Popien:
Efficient Quantum One-Class Support Vector Machines for Anomaly Detection Using Randomized Measurements and Variable Subsampling. CoRR abs/2407.20753 (2024) - [i56]Jonas Nüßlein, Daniëlle Schuman, David Bucher, Naeimeh Mohseni, Kumar Jang Bahadur Ghosh, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien:
Towards Less Greedy Quantum Coalition Structure Generation in Induced Subgraph Games. CoRR abs/2408.04366 (2024) - [i55]Navid Roshani, Jonas Stein, Maximilian Zorn, Michael Kölle, Philipp Altmann, Claudia Linnhoff-Popien:
Sequential Hamiltonian Assembly: Enhancing the training of combinatorial optimization problems on quantum computers. CoRR abs/2408.04751 (2024) - 2023
- [c140]Thomy Phan, Fabian Ritz, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien:
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty. AAMAS 2023: 2839-2841 - [c139]Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien:
Improving Primate Sounds Classification Using Binary Presorting for Deep Learning. DeLTA 2023: 19-34 - [c138]Thomas Gabor, Sebastian Zielinski, Sofie Henghuber, Claudia Linnhoff-Popien:
A Relative Approach to Comparative Performance Analysis for Quantum Optimization. GECCO Companion 2023: 2211-2215 - [c137]Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien:
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. GECCO Companion 2023: 2254-2262 - [c136]Sebastian Zielinski, Jonas Nüßlein, Jonas Stein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld:
Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study. GECCO Companion 2023: 2263-2271 - [c135]Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Claudia Linnhoff-Popien:
Improving Convergence for Quantum Variational Classifiers Using Weight Re-Mapping. ICAART (2) 2023: 251-258 - [c134]Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien:
Weight Re-mapping for Variational Quantum Algorithms. ICAART (Revised Selected Paper) 2023: 286-309 - [c133]Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien:
VoronoiPatches: Evaluating a New Data Augmentation Method. ICAART (3) 2023: 350-357 - [c132]Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien:
SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training. ICAART (3) 2023: 744-751 - [c131]Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien:
Compression of GPS Trajectories Using Autoencoders. ICAART (3) 2023: 829-836 - [c130]Jonas Nüßlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld:
Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization. ICCS (5) 2023: 34-47 - [c129]Jonas Nüßlein, Christoph Roch, Thomas Gabor, Jonas Stein, Claudia Linnhoff-Popien, Sebastian Feld:
Black Box Optimization Using QUBO and the Cross Entropy Method. ICCS (5) 2023: 48-55 - [c128]Thomy Phan, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien:
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability. ICML 2023: 27840-27853 - [c127]Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nüßlein, Claudia Linnhoff-Popien, Thomy Phan:
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing. IJCAI 2023: 3414-3422 - [c126]Jonas Stein, Ivo Christ, Nicolas Kraus, Maximilian Balthasar Mansky, Robert Müller, Claudia Linnhoff-Popien:
Applying QNLP to Sentiment Analysis in Finance. QCE 2023: 20-25 - [c125]Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien:
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines. QCE 2023: 42-47 - [c124]Petros Stougiannidis, Jonas Stein, David Bucher, Sebastian Zielinski, Claudia Linnhoff-Popien, Sebastian Feld:
Approximative Lookup-Tables and Arbitrary Function Rotations for Facilitating NISQ-Implementations of the HHL and Beyond. QCE 2023: 151-160 - [c123]Maximilian Balthasar Mansky, Victor Ramos Puigvert, Santiago Londoño Castillo, Claudia Linnhoff-Popien:
Decomposition Algorithm of an Arbitrary Pauli Exponential Through a Quantum Circuit. QCE 2023: 434-442 - [c122]Maximilian Balthasar Mansky, Jonas Nüßlein, David Bucher, Daniëlle Schuman, Sebastian Zielinski, Claudia Linnhoff-Popien:
Sampling problems on a Quantum Computer. QCE 2023: 485-495 - [c121]Maximilian Balthasar Mansky, Franziska Wörle, Jonas Korbinian Stein, Robert Müller, Claudia Linnhoff-Popien:
Adapting the DisCoCat-Model for Question Answering in the Chinese Language. QCE 2023: 591-600 - [i54]Thomy Phan, Fabian Ritz, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien:
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty. CoRR abs/2301.01649 (2023) - [i53]Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien:
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training. CoRR abs/2301.02601 (2023) - [i52]Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien:
Compression of GPS Trajectories using Autoencoders. CoRR abs/2301.07420 (2023) - [i51]Philipp Altmann, Thomy Phan, Fabian Ritz, Thomas Gabor, Claudia Linnhoff-Popien:
DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-Training. CoRR abs/2301.07421 (2023) - [i50]Jonas Nüßlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld:
Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization. CoRR abs/2302.03536 (2023) - [i49]Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nüßlein, Claudia Linnhoff-Popien, Thomy Phan:
CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing. CoRR abs/2304.13616 (2023) - [i48]Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien:
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. CoRR abs/2305.03390 (2023) - [i47]Jonas Stein, Jezer Jojo, Afrah Farea, David Bucher, Philipp Altmann, Claudia Linnhoff-Popien:
Combining the QAOA and HHL Algorithm to achieve a Substantial Quantum Speedup for the Unit Commitment Problem. CoRR abs/2305.08482 (2023) - [i46]Jonas Stein, Daniëlle Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Kölle, Jonas Nüßlein, Leo Sünkel, Olivier Salomon, Claudia Linnhoff-Popien:
Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection. CoRR abs/2306.04998 (2023) - [i45]Petros Stougiannidis, Jonas Stein, David Bucher, Sebastian Zielinski, Claudia Linnhoff-Popien, Sebastian Feld:
Approximative lookup-tables and arbitrary function rotations for facilitating NISQ-implementations of the HHL and beyond. CoRR abs/2306.05024 (2023) - [i44]Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Kölle, Jonas Nüßlein, Daniëlle Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien:
Quantum Surrogate Modeling for Chemical and Pharmaceutical Development. CoRR abs/2306.05042 (2023) - [i43]Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Kölle, Claudia Linnhoff-Popien:
Introducing Reducing-Width-QNNs, an AI-inspired Ansatz design pattern. CoRR abs/2306.05047 (2023) - [i42]Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien:
Weight Re-Mapping for Variational Quantum Algorithms. CoRR abs/2306.05776 (2023) - [i41]Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien:
Improving Primate Sounds Classification using Binary Presorting for Deep Learning. CoRR abs/2306.16054 (2023) - [i40]Jonas Stein, Ivo Christ, Nicolas Kraus, Maximilian Balthasar Mansky, Robert Müller, Claudia Linnhoff-Popien:
Applying QNLP to sentiment analysis in finance. CoRR abs/2307.11788 (2023) - [i39]Michael Kölle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien:
Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization. CoRR abs/2311.05546 (2023) - [i38]Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien:
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures. CoRR abs/2311.05559 (2023) - [i37]Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien:
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-based Quantum Boltzmann Machines. CoRR abs/2311.15966 (2023) - [i36]Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien:
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly. CoRR abs/2312.05552 (2023) - [i35]Michael Kölle, Afrae Ahouzi, Pascal Debus, Robert Müller, Daniëlle Schuman, Claudia Linnhoff-Popien:
Towards Efficient Quantum Anomaly Detection: One-Class SVMs using Variable Subsampling and Randomized Measurements. CoRR abs/2312.09174 (2023) - [i34]Philipp Altmann, Adelina Bärligea, Jonas Stein, Michael Kölle, Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien:
Challenges for Reinforcement Learning in Quantum Computing. CoRR abs/2312.11337 (2023) - 2022
- [j25]Thomas Gabor, Steffen Illium, Maximilian Zorn, Cristian Lenta, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien:
Self-Replication in Neural Networks. Artif. Life 28(2): 205-223 (2022) - [c120]Thomy Phan, Felix Sommer, Philipp Altmann, Fabian Ritz, Lenz Belzner, Claudia Linnhoff-Popien:
Emergent Cooperation from Mutual Acknowledgment Exchange. AAMAS 2022: 1047-1055 - [c119]Robert Müller, Steffen Illium, Thomy Phan, Tom Haider, Claudia Linnhoff-Popien:
Towards Anomaly Detection in Reinforcement Learning. AAMAS 2022: 1799-1803 - [c118]Thomas Gabor, Maximilian Zorn, Claudia Linnhoff-Popien:
The applicability of reinforcement learning for the automatic generation of state preparation circuits. GECCO Companion 2022: 2196-2204 - [c117]Thomas Gabor, Michael Lachner, Nico Kraus, Christoph Roch, Jonas Stein, Daniel Ratke, Claudia Linnhoff-Popien:
Modifying the quantum-assisted genetic algorithm. GECCO Companion 2022: 2205-2213 - [c116]Jonas Nüßlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld:
Algorithmic QUBO formulations for k-SAT and hamiltonian cycles. GECCO Companion 2022: 2240-2246 - [c115]Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien:
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. ICAART (3) 2022: 308-315 - [c114]Andreas Sedlmeier, Michael Kölle, Robert Müller, Leo Baudrexel, Claudia Linnhoff-Popien:
Quantifying Multimodality in World Models. ICAART (1) 2022: 367-374 - [c113]Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien:
Case-Based Inverse Reinforcement Learning Using Temporal Coherence. ICCBR 2022: 304-317 - [c112]Christoph Roch, Santiago Londoño Castillo, Claudia Linnhoff-Popien:
A Grover based Quantum Algorithm for Finding Pure Nash Equilibria in Graphical Games. ICSA Companion 2022: 147-151 - [c111]Thomas Gabor, Marian Lingsch Rosenfeld, Claudia Linnhoff-Popien:
Simple Quantum State Encodings for Hybrid Programming of Quantum Simulators. ICSA Companion 2022: 170-173 - [c110]Christoph Roch, David Winderl, Claudia Linnhoff-Popien, Sebastian Feld:
A Quantum Annealing Approach for Solving Hard Variants of the Stable Marriage Problem. I4CS 2022: 294-307 - [c109]Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor:
Capturing Dependencies Within Machine Learning via a Formal Process Model. ISoLA (3) 2022: 249-265 - [c108]Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor:
Constructing Organism Networks from Collaborative Self-Replicators. SSCI 2022: 1268-1275 - [c107]Thomas Gabor, Marian Lingsch Rosenfeld, Claudia Linnhoff-Popien, Sebastian Feld:
How to Approximate any Objective Function via Quadratic Unconstrained Binary Optimization. SANER 2022: 1249-1257 - [i33]Jonas Nüßlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld:
Algorithmic QUBO Formulations for k-SAT and Hamiltonian Cycles. CoRR abs/2204.13539 (2022) - [i32]Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien:
Case-Based Inverse Reinforcement Learning Using Temporal Coherence. CoRR abs/2206.05827 (2022) - [i31]Jonas Nüßlein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld:
Black Box Optimization Using QUBO and the Cross Entropy Method. CoRR abs/2206.12510 (2022) - [i30]Kyrill Schmid, Lenz Belzner, Robert Müller, Johannes Tochtermann, Claudia Linnhoff-Popien:
Stochastic Market Games. CoRR abs/2207.07388 (2022) - [i29]Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor:
Capturing Dependencies within Machine Learning via a Formal Process Model. CoRR abs/2208.05219 (2022) - [i28]Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien:
VoronoiPatches: Evaluating A New Data Augmentation Method. CoRR abs/2212.10054 (2022) - [i27]Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor:
Constructing Organism Networks from Collaborative Self-Replicators. CoRR abs/2212.10078 (2022) - [i26]Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien:
Visual Transformers for Primates Classification and Covid Detection. CoRR abs/2212.10093 (2022) - [i25]Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien:
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. CoRR abs/2212.11085 (2022) - [i24]Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Claudia Linnhoff-Popien:
Improving Convergence for Quantum Variational Classifiers using Weight Re-Mapping. CoRR abs/2212.14807 (2022) - 2021
- [j24]Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien:
Productive fitness in diversity-aware evolutionary algorithms. Nat. Comput. 20(3): 363-376 (2021) - [c106]Thomy Phan, Lenz Belzner, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Claudia Linnhoff-Popien:
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition. AAAI 2021: 11308-11316 - [c105]Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien:
Specification Aware Multi-Agent Reinforcement Learning. ICAART (Revised Selected Papers) 2021: 3-21 - [c104]Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien:
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. ICAART (1) 2021: 28-37 - [c103]Robert Müller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien:
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. ICAART (2) 2021: 49-56 - [c102]Robert Müller, Steffen Illium, Fabian Ritz, Tobias Schröder, Christian Platschek, Jörg Ochs, Claudia Linnhoff-Popien:
Acoustic Leak Detection in Water Networks. ICAART (2) 2021: 306-313 - [c101]Christoph Roch, Alexander Impertro, Claudia Linnhoff-Popien:
Cross Entropy Optimization of Constrained Problem Hamiltonians for Quantum Annealing. ICCS (6) 2021: 60-73 - [c100]Kyrill Schmid, Lenz Belzner, Robert Müller, Johannes Tochtermann, Claudia Linnhoff-Popien:
Stochastic Market Games. IJCAI 2021: 384-390 - [c99]Robert Müller, Steffen Illium, Claudia Linnhoff-Popien:
Deep Recurrent Interpolation Networks for Anomalous Sound Detection. IJCNN 2021: 1-7 - [c98]Kyrill Schmid, Robert Müller, Lenz Belzner, Johannes Tochtermann, Claudia Linnhoff-Popien:
Distributed Emergent Agreements with Deep Reinforcement Learning. IJCNN 2021: 1-8 - [c97]Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien:
Visual Transformers for Primates Classification and Covid Detection. Interspeech 2021: 451-455 - [c96]Robert Müller, Steffen Illium, Claudia Linnhoff-Popien:
A Deep and Recurrent Architecture for Primate Vocalization Classification. Interspeech 2021: 461-465 - [c95]Kyrill Schmid, Lenz Belzner, Claudia Linnhoff-Popien:
Learning to Penalize Other Learning Agents. ALIFE 2021: 59 - [c94]Fabian Ritz, Daniel Ratke, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien:
A Sustainable Ecosystem through Emergent Cooperation in Multi-Agent Reinforcement Learning. ALIFE 2021: 74 - [c93]Thomas Gabor, Steffen Illium, Maximilian Zorn, Claudia Linnhoff-Popien:
Goals for Self-Replicating Neural Networks. ALIFE 2021: 101 - [c92]Thomas Gabor, Marian Lingsch Rosenfeld, Claudia Linnhoff-Popien:
A Probabilistic Game of Life on a Quantum Annealer. ALIFE 2021: 103 - [c91]Thomy Phan, Fabian Ritz, Lenz Belzner, Philipp Altmann, Thomas Gabor, Claudia Linnhoff-Popien:
VAST: Value Function Factorization with Variable Agent Sub-Teams. NeurIPS 2021: 24018-24032 - [i23]Andreas Sedlmeier, Michael Kölle, Robert Müller, Leo Baudrexel, Claudia Linnhoff-Popien:
Quantifying Multimodality in World Models. CoRR abs/2112.07263 (2021) - 2020
- [j23]Thomas Gabor, Andreas Sedlmeier, Thomy Phan, Fabian Ritz, Marie Kiermeier, Lenz Belzner, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt, Marc Zeller, Claudia Linnhoff-Popien:
The scenario coevolution paradigm: adaptive quality assurance for adaptive systems. Int. J. Softw. Tools Technol. Transf. 22(4): 457-476 (2020) - [c90]Thomy Phan, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt, Marc Zeller, Claudia Linnhoff-Popien:
Learning and Testing Resilience in Cooperative Multi-Agent Systems. AAMAS 2020: 1055-1063 - [c89]Thomas Gabor, Sebastian Zielinski, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien:
The U Q Platform: A U nifed Approach To Q uantum Annealing. ICCCS 2020: 115-119 - [c88]Sebastian Feld, Christoph Roch, Thomas Gabor, Xiao-Ting Michelle To, Claudia Linnhoff-Popien:
The Dynamic Time Warping Distance Measure as Q U BO Formulation. ICCCS 2020: 946-950 - [c87]Irmi Sax, Sebastian Feld, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Wolfgang Mauerer:
Approximate approximation on a quantum annealer. CF 2020: 108-117 - [c86]Markus Friedrich, Steffen Illium, Pierre-Alain Fayolle, Claudia Linnhoff-Popien:
A Hybrid Approach for Segmenting and Fitting Solid Primitives to 3D Point Clouds. VISIGRAPP (1: GRAPP) 2020: 38-48 - [c85]Markus Friedrich, Steffen Illium, Pierre-Alain Fayolle, Claudia Linnhoff-Popien:
CSG Tree Extraction from 3D Point Clouds and Meshes Using a Hybrid Approach. VISIGRAPP (Revised Selected Papers) 2020: 53-79 - [c84]Kyrill Schmid, Lenz Belzner, Thomy Phan, Thomas Gabor, Claudia Linnhoff-Popien:
Multi-agent Reinforcement Learning for Bargaining under Risk and Asymmetric Information. ICAART (1) 2020: 144-151 - [c83]Carsten Hahn, Thomy Phan, Sebastian Feld, Christoph Roch, Fabian Ritz, Andreas Sedlmeier, Thomas Gabor, Claudia Linnhoff-Popien:
Nash Equilibria in Multi-Agent Swarms. ICAART (1) 2020: 234-241 - [c82]Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien:
Uncertainty-based Out-of-Distribution Classification in Deep Reinforcement Learning. ICAART (2) 2020: 522-529 - [c81]Andreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien:
Policy Entropy for Out-of-Distribution Classification. ICANN (2) 2020: 420-431 - [c80]Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien:
A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. ICCS (6) 2020: 488-501 - [c79]Christoph Roch, Alexander Impertro, Thomy Phan, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien:
Cross Entropy Hyperparameter Optimization for Constrained Problem Hamiltonians Applied to QAOA. ICRC 2020: 50-57 - [c78]Thomas Gabor, Sebastian Feld, Hila Safi, Thomy Phan, Claudia Linnhoff-Popien:
Insights on Training Neural Networks for QUBO Tasks. ICSE (Workshops) 2020: 436-441 - [c77]Thomas Gabor, Leo Sünkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien:
The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline. ICSE (Workshops) 2020: 456-461 - [c76]Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien:
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. INTERSPEECH 2020: 2052-2056 - [c75]Carsten Hahn, Fabian Ritz, Paula Wikidal, Thomy Phan, Thomas Gabor, Claudia Linnhoff-Popien:
Foraging Swarms using Multi-Agent Reinforcement Learning. ALIFE 2020: 333-340 - [c74]Fabian Ritz, Felix Hohnstein, Robert Müller, Thomy Phan, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien:
Towards Ecosystem Management from Greedy Reinforcement Learning in a Predator-Prey Setting. ALIFE 2020: 518-525 - [c73]Thomas Gabor, Claudia Linnhoff-Popien:
A Formal Model for Reasoning About the Ideal Fitness in Evolutionary Processes. ISoLA (2) 2020: 473-490 - [e5]Wolfgang Mauerer, Sebastian Feld, Claudia Linnhoff-Popien:
Proceedings of the 1st ACM SIGSOFT International Workshop on Architectures and Paradigms for Engineering Quantum Software, APEQS@ESEC/SIGSOFT FSE 2021, Virtual Event, USA, November 13, 2020. ACM 2020, ISBN 978-1-4503-8100-0 [contents] - [i22]Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien:
Uncertainty-Based Out-of-Distribution Classification in Deep Reinforcement Learning. CoRR abs/2001.00496 (2020) - [i21]Sebastian Feld, Markus Friedrich, Claudia Linnhoff-Popien:
Optimizing Geometry Compression using Quantum Annealing. CoRR abs/2003.13253 (2020) - [i20]Thomas Gabor, Leo Sünkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien:
The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline. CoRR abs/2004.14035 (2020) - [i19]Thomas Gabor, Sebastian Feld, Hila Safi, Thomy Phan, Claudia Linnhoff-Popien:
Insights on Training Neural Networks for QUBO Tasks. CoRR abs/2004.14036 (2020) - [i18]Andreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien:
Policy Entropy for Out-of-Distribution Classification. CoRR abs/2005.12069 (2020) - [i17]Robert Müller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien:
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. CoRR abs/2006.03429 (2020) - [i16]Stefan Langer, Liza Obermeier, André Ebert, Markus Friedrich, Emma Munisamy, Claudia Linnhoff-Popien:
Content-based Recommendations for Radio Stations with Deep Learned Audio Fingerprints. CoRR abs/2007.07486 (2020) - [i15]Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien:
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. CoRR abs/2008.04590 (2020) - [i14]Robert Müller, Steffen Illium, Fabian Ritz, Tobias Schröder, Christian Platschek, Jörg Ochs, Claudia Linnhoff-Popien:
Acoustic Leak Detection in Water Networks. CoRR abs/2012.06280 (2020) - [i13]Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien:
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. CoRR abs/2012.07949 (2020)
2010 – 2019
- 2019
- [j22]Sebastian Feld, Christoph Roch, Thomas Gabor, Christian Seidel, Florian Neukart, Isabella Galter, Wolfgang Mauerer, Claudia Linnhoff-Popien:
A Hybrid Solution Method for the Capacitated Vehicle Routing Problem Using a Quantum Annealer. Frontiers ICT 6: 13 (2019) - [c72]Thomy Phan, Lenz Belzner, Marie Kiermeier, Markus Friedrich, Kyrill Schmid, Claudia Linnhoff-Popien:
Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling. AAAI 2019: 7941-7948 - [c71]Thomy Phan, Kyrill Schmid, Lenz Belzner, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien:
Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies. AAMAS 2019: 2162-2164 - [c70]Markus Friedrich, Pierre-Alain Fayolle, Thomas Gabor, Claudia Linnhoff-Popien:
Optimizing evolutionary CSG tree extraction. GECCO 2019: 1183-1191 - [c69]Carsten Hahn, Sebastian Feld, Manuel Zierl, Claudia Linnhoff-Popien:
Dynamic Path Planning with Stable Growing Neural Gas. ICAART (1) 2019: 138-145 - [c68]Thomas Gabor, Jan Peter, Thomy Phan, Christian Meyer, Claudia Linnhoff-Popien:
Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search. IJCAI 2019: 5562-5568 - [c67]Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien:
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. IJCAI 2019: 5607-5613 - [c66]Thomas Gabor, Steffen Illium, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien:
Self-Replication in Neural Networks. ALIFE 2019: 424-431 - [c65]Carsten Hahn, Thomy Phan, Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien:
Emergent Escape-based Flocking behavior using Multi-Agent Reinforcement Learning. ALIFE 2019: 598-605 - [c64]Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien:
Soccer Team Vectors. PKDD/ECML Workshops (2) 2019: 247-257 - [c63]Stefan Langer, Robert Müller, Kyrill Schmid, Claudia Linnhoff-Popien:
Difficulty Classification of Mountainbike Downhill Trails Utilizing Deep Neural Networks. PKDD/ECML Workshops (2) 2019: 270-280 - [e4]Sebastian Feld, Claudia Linnhoff-Popien:
Quantum Technology and Optimization Problems - First International Workshop, QTOP@NetSys 2019, Munich, Germany, March 18, 2019, Proceedings. Lecture Notes in Computer Science 11413, Springer 2019, ISBN 978-3-030-14081-6 [contents] - [i12]Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien:
Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning. CoRR abs/1901.02219 (2019) - [i11]Thomy Phan, Kyrill Schmid, Lenz Belzner, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien:
Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies. CoRR abs/1901.08761 (2019) - [i10]Thomas Gabor, Sebastian Zielinski, Sebastian Feld, Christoph Roch, Christian Seidel, Florian Neukart, Isabella Galter, Wolfgang Mauerer, Claudia Linnhoff-Popien:
Assessing Solution Quality of 3SAT on a Quantum Annealing Platform. CoRR abs/1902.04703 (2019) - [i9]Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien:
A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. CoRR abs/1903.06454 (2019) - [i8]Thomy Phan, Lenz Belzner, Marie Kiermeier, Markus Friedrich, Kyrill Schmid, Claudia Linnhoff-Popien:
Memory Bounded Open-Loop Planning in Large POMDPs using Thompson Sampling. CoRR abs/1905.04020 (2019) - [i7]Carsten Hahn, Thomy Phan, Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien:
Emergent Escape-based Flocking Behavior using Multi-Agent Reinforcement Learning. CoRR abs/1905.04077 (2019) - [i6]Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien:
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. CoRR abs/1907.05861 (2019) - [i5]Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien:
Soccer Team Vectors. CoRR abs/1908.00698 (2019) - [i4]Stefan Langer, Robert Müller, Kyrill Schmid, Claudia Linnhoff-Popien:
Difficulty Classification of Mountainbike Downhill Trails utilizing Deep Neural Networks. CoRR abs/1908.04390 (2019) - 2018
- [c62]Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien:
Inheritance-based diversity measures for explicit convergence control in evolutionary algorithms. GECCO 2018: 841-848 - [c61]Sebastian Feld, Markus Friedrich, Claudia Linnhoff-Popien:
Optimizing Geometry Compression Using Quantum Annealing. GLOBECOM Workshops 2018: 1-6 - [c60]Marie Kiermeier, Sebastian Feld, Thomy Phan, Claudia Linnhoff-Popien:
Anomaly Detection in Spatial Layer Models of Autonomous Agents. IDEAL (1) 2018: 156-163 - [c59]Kyrill Schmid, Lenz Belzner, Marie Kiermeier, Alexander Neitz, Thomy Phan, Thomas Gabor, Claudia Linnhoff:
Risk-Sensitivity in Simulation Based Online Planning. KI 2018: 229-240 - [i3]Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien:
Inheritance-Based Diversity Measures for Explicit Convergence Control in Evolutionary Algorithms. CoRR abs/1810.12470 (2018) - 2017
- [c58]André Ebert, Michael Till Beck, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien:
Qualitative assessment of recurrent human motion. EUSIPCO 2017: 306-310 - [c57]André Ebert, Kyrill Schmid, Chadly Marouane, Claudia Linnhoff-Popien:
Automated Recognition and Difficulty Assessment of Boulder Routes. HealthyIoT 2017: 62-68 - [c56]Marie Kiermeier, Martin Werner, Claudia Linnhoff-Popien, Horst Sauer, Jan Wieghardt:
Anomaly detection in self-organizing industrial systems using pathlets. ICIT 2017: 1226-1231 - [c55]André Ebert, Marie Kiermeier, Chadly Marouane, Claudia Linnhoff-Popien:
SensX: About sensing and assessment of complex human motion. ICNSC 2017: 327-332 - [c54]Thomas Gabor, Sebastian Zielinski, Sebastian Feld, Christoph Roch, Christian Seidel, Florian Neukart, Isabella Galter, Wolfgang Mauerer, Claudia Linnhoff-Popien:
Assessing Solution Quality of 3SAT on a Quantum Annealing Platform. QTOP@NetSys 2017: 23-35 - [c53]Lorenz Schauer, Claudia Linnhoff-Popien:
Extracting Context Information from Wi-Fi Captures. PETRA 2017: 123-130 - [p2]Claudia Linnhoff-Popien, Sebastian Feld, Martin Werner, Mirco Schönfeld:
Innovationszentrum Mobiles Internet des ZD.B. 50 Jahre Universitäts-Informatik in München 2017: 87-95 - [i2]André Ebert, Michael Till Beck, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien:
Qualitative Assessment of Recurrent Human Motion. CoRR abs/1703.02363 (2017) - [i1]André Ebert, Marie Kiermeier, Chadly Marouane, Claudia Linnhoff-Popien:
SensX: About Sensing and Assessment of Complex Human Motion. CoRR abs/1703.02847 (2017) - 2016
- [j21]Sebastian Feld, Claudia Linnhoff-Popien, Rainer Göttmann:
Wo bleibt die Sehnsucht nach dem Neuen? Inform. Spektrum 39(2): 105-107 (2016) - [j20]Michael Till Beck, Sebastian Feld, Claudia Linnhoff-Popien, Uwe Pützschler:
Mobile Edge Computing - Ein Enabler für latenzsensitive Mobilfunk-Services. Inform. Spektrum 39(2): 108-114 (2016) - [c52]Chadly Marouane, Robert Gutschale, Claudia Linnhoff-Popien:
Visual Odometry for Pedestrians Based on Orientation Attributes of SURF. IntelliSys (2) 2016: 153-174 - [c51]Chadly Marouane, André Ebert, Claudia Linnhoff-Popien, Maximilian Christil:
Step and activity detection based on the orientation and scale attributes of the SURF algorithm. IPIN 2016: 1-8 - [c50]Chadly Marouane, Marco Maier, Alexander Leupold, Claudia Linnhoff-Popien:
Visual odometry using motion vectors from visual feature points. IPIN 2016: 1-8 - [c49]Lorenz Schauer, Philipp Marcus, Claudia Linnhoff-Popien:
Towards feasible Wi-Fi based indoor tracking systems using probabilistic methods. IPIN 2016: 1-8 - [c48]Sebastian Feld, Martin Werner, Claudia Linnhoff-Popien:
Approximated environment features with application to trajectory annotation. SSCI 2016: 1-7 - 2015
- [j19]Michael Till Beck, Andreas Fischer, Juan Felipe Botero, Claudia Linnhoff-Popien, Hermann de Meer:
Distributed and scalable embedding of virtual networks. J. Netw. Comput. Appl. 56: 124-136 (2015) - [c47]Michael Till Beck, Sebastian Feld, Andreas Fichtner, Claudia Linnhoff-Popien, Thomas Schimper:
ME-VoLTE: Network functions for energy-efficient video transcoding at the mobile edge. ICIN 2015: 38-44 - [c46]Mirco Schönfeld, Martin Werner, Claudia Linnhoff-Popien, Alexander Erk:
Towards a privacy-preserving hybrid radio network: design and open challenges. I4CS 2015: 1-6 - [c45]Valentin Protschky, Stefan Feit, Claudia Linnhoff-Popien:
On the Potential of Floating Car Data for Traffic Light Signal Reconstruction. VTC Spring 2015: 1-5 - 2014
- [j18]Claudia Linnhoff-Popien, Stephan A. W. Verclas:
Open Innovation: die T-Systems-LMU München Kooperation "Mobile Business Applications". Prax. Inf.verarb. Kommun. 37(1): 41-47 (2014) - [j17]Kevin Wiesner, Florian Dorfmeister, Claudia Linnhoff-Popien:
PRICAPS: A System for Privacy-Preserving Calibration in Participatory Sensing Networks. EAI Endorsed Trans. Ubiquitous Environ. 1(3): e5 (2014) - [c44]Philipp Marcus, Lorenz Schauer, Claudia Linnhoff-Popien:
Location-Aware RBAC Based on Spatial Feature Models and Realistic Positioning. CRiSIS 2014: 131-147 - [c43]Philipp Marcus, Claudia Linnhoff-Popien:
Quality Estimation for Zone-based LBS under Realistic Positioning Systems. ICCASA 2014: 42-47 - [c42]Marco Maier, Chadly Marouane, Manuel Klette, Florian Dorfmeister, Philipp Marcus, Claudia Linnhoff-Popien:
SURFtogether: Towards Context Proximity Detection Using Visual Features. ICCASA 2014: 86-91 - [c41]Kevin Wiesner, Sebastian Feld, Florian Dorfmeister, Claudia Linnhoff-Popien:
Right to silence: Establishing map-based Silent Zones for participatory sensing. ISSNIP 2014: 1-6 - [c40]Valentin Protschky, Stefan Feit, Claudia Linnhoff-Popien:
Extensive Traffic Light Prediction under Real-World Conditions. VTC Fall 2014: 1-5 - 2013
- [c39]Corina Kim Schindhelm, Claudia Linnhoff-Popien, Florian Janus:
Community based approach for generating building layouts. IPIN 2013: 1-9 - [c38]Kevin Wiesner, Florian Dorfmeister, Claudia Linnhoff-Popien:
Privacy-Preserving Calibration for Participatory Sensing. MobiQuitous 2013: 276-288 - 2012
- [j16]Robert Lasowski, Claudia Linnhoff-Popien:
Beaconing as a service: a novel service-oriented beaconing strategy for vehicular ad hoc networks. IEEE Commun. Mag. 50(10): 98 (2012) - [c37]Michael Dürr, Valentin Protschky, Claudia Linnhoff-Popien:
Modeling Social Network Interaction Graphs. ASONAM 2012: 660-667 - [c36]Philipp Marcus, Claudia Linnhoff-Popien:
Efficient Evaluation of Location Predicates for Access Control Systems. EMS 2012: 385-390 - [c35]Kay Weckemann, Florian Satzger, Lothar Stolz, Daniel Herrscher, Claudia Linnhoff-Popien:
Lessons from a minimal middleware for IP-based in-car communication. Intelligent Vehicles Symposium 2012: 686-691 - [c34]Philipp Marcus, Moritz Kessel, Claudia Linnhoff-Popien:
Securing Mobile Device-Based Machine Interactions with User Location Histories. MobiSec 2012: 81-92 - [c33]Markus Duchon, Kevin Wiesner, Alexander Müller, Claudia Linnhoff-Popien:
Collaborative Sensing Platform for Eco Routing and Environmental Monitoring. S-CUBE 2012: 89-104 - 2011
- [c32]Robert Lasowski, Constantin Scheuermann, Florian Gschwandtner, Claudia Linnhoff-Popien:
Evaluation of adjacent channel interference in single radio vehicular Ad-Hoc networks. CCNC 2011: 267-271 - 2010
- [c31]Martin Werner, Stephan A. W. Verclas, Claudia Linnhoff-Popien:
A Workflow Definition Language for Business Integration of Mobile Devices. MOBILWARE 2010: 353-362 - [c30]Robert Karl Schmidt, Robert Lasowski, Tim Leinmiiller, Claudia Linnhoff-Popien, Günter Schäfer:
An approach for selective beacon forwarding to improve cooperative awareness. VNC 2010: 182-188 - [p1]Florian Fuchs, Michael Berger, Claudia Linnhoff-Popien:
Smart Monitoring for Physical Infrastructures. Handbook of Ambient Intelligence and Smart Environments 2010: 583-607
2000 – 2009
- 2009
- [c29]Peter Ruppel, Florian Gschwandtner, Corina Kim Schindhelm, Claudia Linnhoff-Popien:
Indoor Navigation on Distributed Stationary Display Systems. COMPSAC (1) 2009: 37-44 - 2008
- [c28]Diana Weiß, Johannes Scheuerer, Michael Wenleder, Alexander Erk, Mark Gülbahar, Claudia Linnhoff-Popien:
A user profile-based personalization system for digital multimedia content. DIMEA 2008: 281-288 - [c27]Georg Treu, Axel Küpper, Oliver Neukum, Claudia Linnhoff-Popien:
Efficient clique detection among mobile targets. Mobility Conference 2008: 29 - [c26]Diana Weiß, Markus Duchon, Florian Fuchs, Claudia Linnhoff-Popien:
Context-aware personalization for mobile multimedia services. MoMM 2008: 267-271 - 2007
- [j15]Thomas Buchholz, Iris Hochstatter, Claudia Linnhoff-Popien:
Distribution strategies for the contextualized mobile Internet. Electron. Commer. Res. Appl. 6(1): 40-52 (2007) - [j14]Claudia Linnhoff-Popien, Thomas Strang:
Personal and ubiquitous computing: special issue on location and context awareness. Pers. Ubiquitous Comput. 11(6): 415 (2007) - [c25]Caroline Funk, Amelia Schultheis, Claudia Linnhoff-Popien, Jelena Mitic, Christoph Kuhmünch:
Adaptation of Composite Services in Pervasive Computing Environments. ICPS 2007: 242-249 - [c24]Caroline Funk, Carolin Ehm, Claudia Linnhoff-Popien, Christoph Kuhmünch:
Support of Stateful Services in Pervasive Environments. PerCom Workshops 2007: 483-488 - [c23]Mikkel Baun Kjærgaard, Georg Treu, Claudia Linnhoff-Popien:
Zone-Based RSS Reporting for Location Fingerprinting. Pervasive 2007: 316-333 - 2006
- [j13]Axel Küpper, Georg Treu, Claudia Linnhoff-Popien:
TraX: a device-centric middleware framework for location-based services. IEEE Commun. Mag. 44(9): 114-120 (2006) - [j12]Axel Küpper, Claudia Linnhoff-Popien:
"Orts- und Kontextbasierte Dienste". Prax. Inf.verarb. Kommun. 29(1): 2-3 (2006) - [c22]Peter Ruppel, Georg Treu, Axel Küpper, Claudia Linnhoff-Popien:
Anonymous User Tracking for Location-Based Community Services. LoCA 2006: 116-133 - 2005
- [c21]Thomas Buchholz, Claudia Linnhoff-Popien:
Towards Realizing Global Scalability in Context-Aware Systems. LoCA 2005: 26-39 - [e3]Thomas Strang, Claudia Linnhoff-Popien:
Location- and Context-Awareness, First International Workshop, LoCA 2005, Oberpfaffenhofen, Germany, May 12-13, 2005, Proceedings. Lecture Notes in Computer Science 3479, Springer 2005, ISBN 3-540-25896-5 [contents] - 2004
- [c20]Thomas Buchholz, Michael Krause, Claudia Linnhoff-Popien, Michael Schiffers:
CoCo: Dynamic Composition of Context Information. MobiQuitous 2004: 335-343 - 2003
- [j11]Mang Lie, Claudia Linnhoff-Popien, Silvia E. Matalik, Tim Seipold, Carsten Pils, Frank Imhoff:
Practice Related e-Learning - The VIP Framework. Informatica (Slovenia) 27(3): 263-274 (2003) - [c19]Thomas Strang, Claudia Linnhoff-Popien, Korbinian Frank:
CoOL: A Context Ontology Language to Enable Contextual Interoperability. DAIS 2003: 236-247 - [c18]Heinz-Gerd Hegering, Axel Küpper, Claudia Linnhoff-Popien, Helmut Reiser:
Management Challenges of Context-Aware Services in Ubiquitous Environments. DSOM 2003: 246-259 - [c17]Thomas Strang, Claudia Linnhoff-Popien, Korbinian Frank:
Integration Issues of an Ontology Based Context Modelling Approach. ICWI 2003: 361-368 - [c16]Michael Samulowitz, Claudia Linnhoff-Popien:
Interaktionsmuster zur dynamischen Personalisierung von Dienstendpunkten in Ubiquitous Computing Umgebungen. KiVS 2003: 169-181 - [c15]Thomas Strang, Claudia Linnhoff-Popien:
Service Interoperabilität auf Kontextebene. XMIDX 2003: 95-102 - 2001
- [j10]Claudia Linnhoff-Popien:
Die Pipeline des Informatikbooms. Prax. Inf.verarb. Kommun. 24(2): 62 (2001) - [c14]Michael Samulowitz, Florian Michahelles, Claudia Linnhoff-Popien:
CAPEUS: An Architecture for Context-Aware Selection and Execution of Services. DAIS 2001: 23-39 - [c13]Michael Samulowitz, Florian Michahelles, Claudia Linnhoff-Popien:
Adaptive interaction for enabling pervasive services. MobiDE 2001: 20-26 - 2000
- [j9]Frank Imhoff, Otto Spaniol, Claudia Linnhoff-Popien, Markus Garschhammer:
Aachen-Münchener Teleteaching unter Best-Effort-Bedingungen. Prax. Inf.verarb. Kommun. 23(3): 156-163 (2000) - [e2]Claudia Linnhoff-Popien, Heinz-Gerd Hegering:
Trends in Distributed Systems: Towards a Universal Service Market, Third International IFIP/GI Working Conference, USM 2000, Munich, Germany, September 12-14, 2000, Proceedings. Lecture Notes in Computer Science 1890, Springer 2000, ISBN 3-540-41024-4 [contents]
1990 – 1999
- 1999
- [j8]Bernd Meyer, S. Zlatintsis, Claudia Linnhoff-Popien:
Implementing Inter-Domain Trader Cooperation. Integr. Comput. Aided Eng. 6(2): 105-118 (1999) - [j7]Claudia Linnhoff-Popien, Steffen Lipperts, Dirk Thißen:
Management verfahrenstechnischer Entwicklungswerkzeuge. Prax. Inf.verarb. Kommun. 22(1): 22-31 (1999) - [c12]Axel Küpper, Claudia Linnhoff-Popien:
Invoking computational objects on mobile devices. DAIS 1999: 191-204 - [c11]Claudia Linnhoff-Popien, Dirk Thißen:
Assessing Service Properties with Regard to a Requested QoS: The Service Metric (Short Paper). FMOODS 1999 - [c10]Claudia Linnhoff-Popien, Tobias Haustein:
Das Plug-In-Modell zur Realisierung mobiler CORBA-Objekte. Kommunikation in Verteilten Systemen 1999: 196-209 - 1998
- [b4]Claudia Linnhoff-Popien:
CORBA - Kommunikation und Management. Springer 1998, ISBN 978-3-540-64013-4, pp. I-IX, 1-370 - 1997
- [j6]Claudia Linnhoff-Popien:
Frauenpower. Prax. Inf.verarb. Kommun. 20(4): 190-191 (1997) - [c9]Dirk Thißen, Claudia Linnhoff-Popien, Steffen Lipperts:
Can CORBA Fulfill Data Transfer Requirements of Industrial Enterprises? EDOC 1997: 129- - [c8]Peter Reichl, Claudia Linnhoff-Popien, Dirk Thißen:
Einbeziehung von Nutzerinteressen bei der QoS-basierten Dienstvermittlung unter CORBA. Kommunikation in Verteilten Systemen 1997: 236-251 - 1996
- [b3]Claudia Linnhoff-Popien, Gerd Schürmann, Karlheinz Weiß:
Verteilte Verarbeitung in offenen Systemen - das ODP-Referenzmodell. Leitfäden der Informatik, Teubner 1996, ISBN 978-3-519-02142-1, pp. I-X, 1-269 - [j5]Bernd Meyer, Frank Anstötz, Claudia Linnhoff-Popien:
Towards implementing policy-based systems management. Distributed Syst. Eng. 3(2): 78-85 (1996) - [j4]Axel Küpper, Claudia Popien:
Integration dynamischer Qualitätsattribute in die Dienstvermittlung unter ANSAware. Prax. Inf.verarb. Kommun. 19(1): 3-11 (1996) - [j3]Alexander Schill, Christian Mittasch, Otto Spaniol, Claudia Popien:
Conference Report (ICDP'96). Robotica 14(3): 347 (1996) - [c7]M. Leclerc, Claudia Linnhoff-Popien, Steffen Lipperts, T. Müssener, H. Wegmann:
CORBA-Based Data Transfer for Financial Risk Management. TreDS 1996: 136-147 - [c6]Dirk Thißen, Claudia Linnhoff-Popien:
Finding Optimal Services Within a CORBA Trader. TreDS 1996: 200-213 - [e1]Otto Spaniol, Claudia Linnhoff-Popien, Bernd Meyer:
Trends in Distributed Systems: CORBA and Beyond, International Workshop TreDS '96, Aachen, Germany, October 1-2, 1996, Proceedings. Lecture Notes in Computer Science 1161, Springer 1996, ISBN 3-540-61842-2 [contents] - 1995
- [b2]Claudia Linnhoff-Popien:
Dienstvermittlung in verteilten Systemen: Dienstalgebra, Dienstmanagement und Dienstanfrageanalyse. RWTH Aachen University, Germany, Teubner 1995, ISBN 978-3-8154-2062-1, pp. 1-221 - [c5]Axel Küpper, Claudia Popien:
Ein Managementszenario für die Dienstvermittlung in Verteilten System. Kommunikation in Verteilten Systemen 1995: 460-474 - 1994
- [b1]Otto Spaniol, Claudia Linnhoff-Popien, Bernd Meyer:
Dienste und Dienstvermittlung in Client/Server-Systemen. Thomson's aktuelle Tutorien 1, International Thomson 1994, ISBN 978-3-929821-74-1, pp. I-IV, 1-91 - [j2]Claudia Popien, Axel Küpper, Bernd Meyer:
A Formal Description of ODP Trading Based on Guidelines for the Definition of Managed Objects (GDMO). J. Netw. Syst. Manag. 2(4): 383-400 (1994) - [c4]Claudia Popien, Bernd Meyer:
A service request description language. FORTE 1994: 37-52 - [c3]Claudia Popien, Bernd Meyer, F. Sassenscheidt:
Effiziente Modellierung von ODP-Traderfederationen mittels P2AM. GI Jahrestagung 1994: 211-218 - [c2]Claudia Popien, Axel Küpper:
A Concept for an Odp Service Management. NOMS 1994: 888-897 - 1993
- [c1]Bernd Meyer, Claudia Popien:
Modellierungs- und Bewertungskonzepte fuer ODP-Architekturen. MMB 1993: 77-89 - 1991
- [j1]Claudia Popien, Otto Spaniol, Jan de Meer:
Systementwurf mit ODP. Prax. Inf.verarb. Kommun. 14(4): 192-201 (1991)
Coauthor Index
[c155] [c154] [i64] [i61] [c140] [c138] [c136] [c130] [c129] [c128] [c125] [i54] [i51] [i50] [i37] [i34] [j25] [c118] [c117] [c116] [c115] [c113] [c111] [c109] [c108] [c107] [i33] [i32] [i31] [i29] [i27] [i25] [j24] [c106] [c105] [c104] [c93] [c92] [c91] [j23] [c90] [c89] [c88] [c87] [c84] [c83] [c82] [c80] [c79] [c78] [c77] [c75] [c74] [c73] [i22] [i20] [i19] [i13] [j22] [c71] [c70] [c68] [c67] [c66] [c65] [i12] [i11] [i10] [i9] [i7] [i6] [c62] [c59] [i3] [c54]
[j26] [c155] [c153] [c152] [c151] [c150] [c149] [c148] [c147] [c146] [c145] [c144] [c143] [c141] [i69] [i68] [i67] [i66] [i65] [i63] [i58] [i57] [i55] [c140] [c139] [c137] [c135] [c134] [c133] [c131] [c128] [i54] [i52] [i48] [i46] [i44] [i43] [i42] [i41] [i39] [i38] [i36] [i35] [i34] [c114] [c108] [i28] [i27] [i24] [i23]
[j26] [c155] [c153] [c152] [c147] [i69] [i65] [i63] [i58] [c140] [c128] [c127] [i54] [i51] [i49] [i39] [i34] [c120] [c119] [c109] [i29] [j24] [c106] [c105] [c104] [c94] [c91] [j23] [c90] [c84] [c83] [c82] [c80] [c79] [c78] [c77] [c75] [c74] [i22] [i20] [i19] [i13] [c72] [c71] [c68] [c67] [c65] [i12] [i11] [i9] [i8] [i7] [i6] [c60] [c59]
Jonas Stein 0001
aka: Jonas Korbinian Stein
aka: Jonas Korbinian Stein
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