Nico Piatkowski
Nico Piatkowski
Research Associate, Artificial Intelligence Unit, TU Dortmund University
Verified email at tu-dortmund.de - Homepage
TitleCited byYear
Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management.
A Artikis, M Weidlich, F Schnitzler, I Boutsis, T Liebig, N Piatkowski, ...
EDBT 14, 712-723, 2014
932014
Dynamic route planning with real-time traffic predictions
T Liebig, N Piatkowski, C Bockermann, K Morik
Information Systems 64, 258-265, 2017
622017
Towards intelligent team composition and maneuvering in real-time strategy games
M Preuss, N Beume, H Danielsiek, T Hein, B Naujoks, N Piatkowski, ...
IEEE Transactions on Computational Intelligence and AI in Games 2 (2), 82-98, 2010
482010
Predictive Trip Planning-Smart Routing in Smart Cities.
T Liebig, N Piatkowski, C Bockermann, K Morik
EDBT/ICDT Workshops, 331-338, 2014
452014
Spatio-temporal random fields: compressible representation and distributed estimation
N Piatkowski, S Lee, K Morik
Machine learning 93 (1), 115-139, 2013
332013
Predicting next network cell IDs for moving users with Discriminative and Generative Models
S Michaelis, N Piatkowski, K Morik
Proceedings of the Mobile Data Challenge by Nokia Workshop in Conjunction†…, 2012
192012
Intelligent anti-grouping in real-time strategy games
N Beume, T Hein, B Naujoks, N Piatkowski, M Preuss, S Wessing
2008 IEEE Symposium On Computational Intelligence and Games, 63-70, 2008
172008
Integer undirected graphical models for resource-constrained systems
N Piatkowski, S Lee, K Morik
Neurocomputing 173, 9-23, 2016
162016
Heterogeneous stream processing and crowdsourcing for traffic monitoring: Highlights
F Schnitzler, A Artikis, M Weidlich, I Boutsis, T Liebig, N Piatkowski, ...
Joint European Conference on Machine Learning and Knowledge Discovery in†…, 2014
132014
Towards adjusting mobile devices to userĘs behaviour
P Fricke, F Jungermann, K Morik, N Piatkowski, O Spinczyk, M Stolpe, ...
Analysis of Social Media and Ubiquitous Data, 99-118, 2010
132010
The PRIMPING routine—Tiling through proximal alternating linearized minimization
S Hess, K Morik, N Piatkowski
Data Mining and Knowledge Discovery 31 (4), 1090-1131, 2017
122017
Route Planning with Real-Time Traffic Predictions.
T Liebig, N Piatkowski, C Bockermann, K Morik
LWA, 83-94, 2014
102014
Parallel inference on structured data with crfs on gpus
N Piatkowski, K Morik
International Workshop at ECML PKDD on Collective Learning and Inference on†…, 2011
102011
To model or not to model: Controlling Pac-Man ghosts without incorporating global knowledge
N Beume, T Hein, B Naujoks, G Neugebauer, N Piatkowski, M Preuss, ...
2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on†…, 2008
82008
Machine learning based uplink transmission power prediction for LTE and upcoming 5G networks using passive downlink indicators
R Falkenberg, B Sliwa, N Piatkowski, C Wietfeld
2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), 1-7, 2018
72018
Efficiently approximating the probability of deadline misses in real-time systems
G von der Brüggen, N Piatkowski, KH Chen, JJ Chen, K Morik
30th Euromicro Conference on Real-Time Systems (ECRTS 2018), 2018
72018
Exponential families on resource-constrained systems
NP Piatkowski
72018
The Integer Approximation of Undirected Graphical Models.
N Piatkowski, S Lee, K Morik
ICPRAM, 296-304, 2014
72014
Stochastic discrete clenshaw-curtis quadrature
N Piatkowski, K Morik
International Conference on Machine Learning, 3000-3009, 2016
62016
Spatio-temporal models for sustainability
N Piatkowski, S Lee, K Morik
Proceedings of the SustKDD Workshop within ACM KDD, 2012
62012
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Articles 1–20