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Associate Professor Andreas W. Kempa-Liehr
Associate Professor Andreas W. Kempa-Liehr
The University of Auckland
Adresse e-mail validée de auckland.ac.nz - Page d'accueil
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Année
Time Series FeatuRe Extraction on basis of Scalable Hypothesis tests (tsfresh–A Python package)
M Christ, N Braun, J Neuffer, AW Kempa-Liehr
Neurocomputing, 2018
13242018
A Review of Feature Selection Methods for Machine Learning-Based Disease Risk Prediction
N Pudjihartono, T Fadason, AW Kempa-Liehr, JM O'Sullivan
Frontiers in Bioinformatics 2, 927312, 2022
4652022
Distributed and parallel time series feature extraction for industrial big data applications
M Christ, AW Kempa-Liehr, M Feindt
arXiv preprint arXiv:1610.07717, 2016
3832016
Sensor data quality: A systematic review
HY Teh, AW Kempa-Liehr, KIK Wang
Journal of Big Data 7 (1), 11, 2020
2702020
Interaction of dissipative solitons: particle-like behaviour of localized structures in a three-component reaction-diffusion system
M Bode, AW Liehr, CP Schenk, HG Purwins
Physica D: Nonlinear Phenomena 161 (1-2), 45-66, 2002
1712002
Dissipative Solitons in Reaction Diffusion Systems - Mechanisms, Dynamics, Interaction
AW Liehr
Springer, 2013
1122013
Automatic precursor recognition and real-time forecasting of sudden explosive volcanic eruptions at Whakaari, New Zealand
DE Dempsey, SJ Cronin, S Mei, AW Kempa-Liehr
Nature communications 11 (1), 3562, 2020
1042020
Noise-covered drift bifurcation of dissipative solitons in a planar gas-discharge system
HU Bödeker, MC Röttger, AW Liehr, TD Frank, R Friedrich, HG Purwins
Physical Review E 67 (5), 056220, 2003
772003
Healthcare Pathway Discovery and Probabilistic Machine Learning
AW Kempa-Liehr, CYC Lin, R Britten, D Armstrong, J Wallace, ...
International Journal of Medical Informatics, 104087, 2020
572020
Dissipative solitons in reaction-diffusion systems
HG Purwins, HU Bödeker, AW Liehr
Dissipative solitons, 267-308, 2005
492005
The formation of Voronoi diagrams in chemical and physical systems: experimental findings and theoretical models
B de Lacy Costello, N Ratcliffe, A Adamatzky, AL Zanin, AW Liehr, ...
International journal of bifurcation and chaos 14 (07), 2187-2210, 2004
462004
Role of surface charges in dc gas-discharge systems with high-ohmic electrodes
EL Gurevich, AW Liehr, S Amiranashvili, HG Purwins
Physical Review E 69 (3), 036211, 2004
462004
High throughput testing platform for organic solar cells
MK Riede, KO Sylvester‐Hvid, M Glatthaar, N Keegan, T Ziegler, ...
Progress in Photovoltaics: Research and Applications 16 (7), 561-576, 2008
432008
Expect the Unexpected: Unsupervised Feature Selection for Automated Sensor Anomaly Detection
HY Teh, I Kevin, K Wang, AW Kempa-Liehr
IEEE Sensors Journal 21 (16), 18033-18046, 2021
422021
Drift bifurcation of dissipative solitons due to a change of shape: experiment and theory
SV Gurevich, HU Bödeker, AS Moskalenko, AW Liehr, HG Purwins
Physica D: Nonlinear Phenomena 199 (1-2), 115-128, 2004
382004
Measuring the interaction law of dissipative solitons
HU Bödeker, AW Liehr, TD Frank, R Friedrich, HG Purwins
New Journal of Physics 6 (1), 62, 2004
362004
Voronoi diagrams in barrier gas discharge
AL Zanin, AW Liehr, AS Moskalenko, HG Purwins
Applied Physics Letters 81 (18), 3338-3340, 2002
362002
Re-oxygenation of haemoglobin in livores after post-mortem exposure to a cold environment
M Bohnert, K Schulz, L Belenkaia, AW Liehr
International Journal of Legal Medicine 122, 91-96, 2008
332008
Drift bifurcation detection for dissipative solitons
AW Liehr, HU Bödeker, MC Röttger, TD Frank, R Friedrich, HG Purwins
New Journal of Physics 5 (1), 89, 2003
292003
Integrating predictive analytics into complex event processing by using conditional density estimations
M Christ, J Krumeich, AW Kempa-Liehr
2016 IEEE 20th International Enterprise Distributed Object Computing …, 2016
282016
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