N. Piatkowski

Most-cited papers

Solar-driven gasification of carbonaceous feedstock-a review
N. Piatkowski, C. Wieckert, A. Weimer, A. Steinfeld
2011246 citations
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Concurrent separation of CO2 and H2O from air by a temperature-vacuum swing adsorption/desorption cycle.
J. Wurzbacher, Christoph Gebald, N. Piatkowski, A. Steinfeld
2012Environmental Science and Technology199 citations
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Dynamic route planning with real-time traffic predictions
T. Liebig, N. Piatkowski, C. Bockermann, K. Morik
2017Information Systems174 citations
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Experimental investigation of a packed-bed solar reactor for the steam-gasification of carbonaceous feedstocks
N. Piatkowski, C. Wieckert, A. Steinfeld
2009166 citations
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Solar-Driven Coal Gasification in a Thermally Irradiated Packed-Bed Reactor
N. Piatkowski, A. Steinfeld
2008133 citations
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Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management
A. Artikis, M. Weidlich, François Schnitzler, Ioannis Boutsis +10 more
2014International Conference on Extending Database Technology112 citations
Semantic Scholar
Solar Gasification of Carbonaceous Waste Feedstocks in a Packed-Bed Reactor-Dynamic Modeling and Experimental Validation
N. Piatkowski, A. Steinfeld
201179 citations
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Feature selection on quantum computers
Sascha Mücke, R. Heese, Sabine Muller, M. Wolter +1 more
2022Quantum Machine Intelligence77 citations Open access
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A novel ventilation strategy with CO2 capture device and energy saving in buildings
Moon Keun Kim, L. Baldini, Hansjürg Leibundgut, J. Wurzbacher +1 more
201559 citations
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Predictive Trip Planning - Smart Routing in Smart Cities
T. Liebig, N. Piatkowski, C. Bockermann, K. Morik
2014EDBT/ICDT Workshops59 citations
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H2 production by steam-quenching of Zn vapor in a hot-wall aerosol flow reactor
Tom Melchior, N. Piatkowski, A. Steinfeld
200953 citations
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Explaining quantum circuits with Shapley values: towards explainable quantum machine learning
R. Heese, Thore Gerlach, Sascha Mücke, Sabine Muller +2 more
2023Quantum Machine Intelligence49 citations Open access
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LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations
Benjamin Sliwa, N. Piatkowski, C. Wietfeld
2020ICC 2020 - 2020 IEEE International Conference on Communications (ICC)49 citations Open access
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A QUBO Formulation of the k-Medoids Problem
C. Bauckhage, N. Piatkowski, R. Sifa, Dirk Hecker +1 more
2019Lernen, Wissen, Daten, Analysen48 citations
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Towards Intelligent Team Composition and Maneuvering in Real-Time Strategy Games
M. Preuss, N. Beume, Holger Danielsiek, Tobias Hein +5 more
2010IEEE Transactions on Computational Intelligence and AI in Games47 citations
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The Channel as a Traffic Sensor: Vehicle Detection and Classification Based on Radio Fingerprinting
Benjamin Sliwa, N. Piatkowski, C. Wietfeld
2020IEEE Internet of Things Journal41 citations Open access
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Efficiently Approximating the Probability of Deadline Misses in Real-Time Systems
G. V. D. Brüggen, N. Piatkowski, Kuan-Hsun Chen, Jian-Jia Chen +1 more
2018Euromicro Conference on Real-Time Systems41 citations
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Boosting Vehicle-to-Cloud Communication by Machine Learning-Enabled Context Prediction
Benjamin Sliwa, Robert Falkenberg, T. Liebig, N. Piatkowski +1 more
2019IEEE transactions on intelligent transportation systems (Print)39 citations Open access
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Reaction kinetics of the combined pyrolysis and steam-gasification of carbonaceous waste materials
N. Piatkowski, A. Steinfeld
201039 citations
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Spatio-temporal random fields: compressible representation and distributed estimation
N. Piatkowski, Sangkyun Lee, K. Morik
2013Machine-mediated learning35 citations Open access
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Machine Learning Based Uplink Transmission Power Prediction for LTE and Upcoming 5G Networks Using Passive Downlink Indicators
Robert Falkenberg, Benjamin Sliwa, N. Piatkowski, C. Wietfeld
2018IEEE Vehicular Technology Conference33 citations Open access
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The PRIMPING routine—Tiling through proximal alternating linearized minimization
Sibylle Hess, K. Morik, N. Piatkowski
2017Data mining and knowledge discovery32 citations Open access
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Learning Bit by Bit: Extracting the Essence of Machine Learning
Sascha Mücke, N. Piatkowski, K. Morik
2019Lernen, Wissen, Daten, Analysen29 citations
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Integer undirected graphical models for resource-constrained systems
N. Piatkowski, Sangkyun Lee, K. Morik
2016Neurocomputing26 citations
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Quantum Circuit Evolution on NISQ Devices
Lukas Franken, Bogdan Georgiev, Sascha Mücke, M. Wolter +3 more
2020IEEE Congress on Evolutionary Computation23 citations Open access
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Predicting next network cell IDs for moving users with Discriminative and Generative Models
S. Michaelis, N. Piatkowski, K. Morik
201223 citations
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Efficiently Approximating the Worst-Case Deadline Failure Probability Under EDF
Georg von der Brüggen, N. Piatkowski, Kuan-Hsun Chen, Jian-Jia Chen +2 more
2021IEEE Real-Time Systems Symposium22 citations
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Hardware Acceleration of Machine Learning Beyond Linear Algebra
Sascha Mücke, N. Piatkowski, K. Morik
2019PKDD/ECML Workshops20 citations
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Intelligent anti-grouping in real-time strategy games
N. Beume, Tobias Hein, B. Naujoks, N. Piatkowski +2 more
20082008 IEEE Symposium On Computational Intelligence and Games19 citations
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Unification of Deconvolution Algorithms for Cherenkov Astronomy
Mirko Bunse, N. Piatkowski, K. Morik, T. Ruhe +1 more
2018International Conference on Data Science and Advanced Analytics18 citations
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Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights
François Schnitzler, A. Artikis, M. Weidlich, Ioannis Boutsis +10 more
2014ECML/PKDD18 citations Open access
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Solving Large Scale Learning Tasks. Challenges and Algorithms
S. Michaelis, N. Piatkowski, Marco Stolpe
2016Lecture Notes in Computer Science17 citations Open access
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Optimum-preserving QUBO parameter compression
Sascha Mücke, Thore Gerlach, N. Piatkowski
2023Quantum Machine Intelligence16 citations Open access
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Yes we care!-Certification for machine learning methods through the care label framework
K. Morik, Helena Kotthaus, Raphael Fischer, Sascha Mücke +5 more
2021Frontiers in Artificial Intelligence13 citations Open access
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On the effects of biased quantum random numbers on the initialization of artificial neural networks
R. Heese, M. Wolter, Sascha Mücke, Lukas Franken +1 more
2021Machine-mediated learning13 citations Open access
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Route Planning with Real-Time Traffic Predictions
T. Liebig, N. Piatkowski, C. Bockermann, K. Morik
2014LWA13 citations
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Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning
N. Piatkowski, Thore Gerlach, Romain Hugues, R. Sifa +2 more
2022Fusion12 citations Open access
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Quantum circuits for discrete graphical models
N. Piatkowski, Christa Zoufal
2022Quantum Machine Intelligence12 citations Open access
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Exponential families on resource-constrained systems
N. Piatkowski
2018Ausgezeichnete Informatikdissertationen12 citations
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No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series
R. Fischer, N. Piatkowski, Charlotte Pelletier, Geoffrey I. Webb +2 more
2020International Conference on Data Science and Advanced Analytics10 citations
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SHrimp: Descriptive Patterns in a Tree
Sibylle Hess, N. Piatkowski, K. Morik
2014LWA10 citations
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Towards Adjusting Mobile Devices to User's Behaviour
Peter Fricke, F. Jungermann, K. Morik, N. Piatkowski +3 more
2010LWA10 citations Open access
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Informed Pre-Training on Prior Knowledge
Laura von Rueden, Sebastian Houben, K. Cvejoski, C. Bauckhage +1 more
2022arXiv.org9 citations Open access
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What can we expect from Quantum (Digital) Twins?
Malik Amir, C. Bauckhage, A. Chircu, C. Czarnecki +3 more
2022Wirtschaftsinformatik9 citations
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The Integer Approximation of Undirected Graphical Models
N. Piatkowski, Sangkyun Lee, K. Morik
2014International Conference on Pattern Recognition Applications and Methods9 citations Open access
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Parallel Inference on Structured Data with CRFs on GPUs
K. Morik, N. Piatkowski
20129 citations
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Shapley Values with Uncertain Value Functions
R. Heese, Sascha Mücke, Matthias Jakobs, Thore Gerlach +1 more
2023International Symposium on Intelligent Data Analysis8 citations Open access
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Quantum Feature Selection
Sascha Mücke, R. Heese, Sabine Muller, M. Wolter +1 more
2022arXiv.org8 citations Open access
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Street-Map Based Validation of Semantic Segmentation in Autonomous Driving
Laura von Rueden, Tim Wirtz, Fabian Hueger, Jan David Schneider +2 more
2021International Conference on Pattern Recognition8 citations Open access
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The Trustworthy Pal: Controlling the False Discovery Rate in Boolean Matrix Factorization
Sibylle Hess, N. Piatkowski, K. Morik
2019SDM7 citations Open access
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