Alexander Maier

ORCID

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 15

Top Venues

University of Paderborn (PHD)

Education History

University of Paderborn

PHD

Publications

Beatriz Herrera, Jacob A. Westerberg, Michelle S. Schall, Alexander Maier, Geoffrey F. Woodman, Jeffrey D. Schall, Jorge J. Riera
Resolving the mesoscopic missing link: Biophysical modeling of EEG from cortical columns in primates. NeuroImage 263 (2022)
Nemanja Hranisavljevic, Oliver Niggemann, Alexander Maier
A Novel Anomaly Detection Algorithm for Hybrid Production Systems based on Deep Learning and Timed Automata. CoRR (2020)
Jacob A. Westerberg, Alexander Maier, Geoffrey F. Woodman, Jeffrey D. Schall
Performance Monitoring during Visual Priming. J. Cogn. Neurosci. 32 (3) (2020)
Nemanja Hranisavljevic, Alexander Maier, Oliver Niggemann
Discretization of hybrid CPPS data into timed automaton using restricted Boltzmann machines. Eng. Appl. Artif. Intell. 95 (2020)
Alexander Diedrich, Alexander Maier, Oliver Niggemann
Model-Based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory. AAAI (2019)
Marta Fullen, Alexander Maier, Arthur Nazarenko, Volkan Aksu, Sascha Jenderny, Carsten Röcker
Machine learning for assistance systems: pattern-based approach to online step recognition. INDIN (2019)
Kaja Balzereit, Alexander Maier, Björn Barig, Tino Hutschenreuther, Oliver Niggemann
Data-driven Identification of Causal Dependencies in Cyber-Physical Production Systems. ICAART (2) (2019)
Jean-Paul Noel, David Simon, Antonia Thelen, Alexander Maier, Randolph Blake, Mark T. Wallace
Probing Electrophysiological Indices of Perceptual Awareness across Unisensory and Multisensory Modalities. J. Cogn. Neurosci. 30 (6) (2018)
Ying Gu, Ram Kumar Ganesan, Benjamin Bischke, Ansgar Bernardi, Alexander Maier, Heinrich Warkentin, Thilo Steckel, Andreas Dengel
Grid-based outlier detection in large data sets for combine harvesters. INDIN (2017)
Heinrich Warkentin, Thilo Steckel, Alexander Maier, Ansgar Bernardi
Verbesserung mobiler Arbeitsprozesse mit Methoden von Big Data und Data Analytics. GIL Jahrestagung (2017)
Heinrich Warkentin, Meike Wocken, Alexander Maier
Verstehen von Maschinenverhalten mit Hilfe von Machine Learning. ML4CPS (2017)
Matthias Traub, Alexander Maier, Kai L. Barbehon
Future Automotive Architecture and the Impact of IT Trends. IEEE Softw. 34 (3) (2017)
Ying Gu, Ansgar Bernardi, Thilo Steckel, Alexander Maier
Anomaly detection in sensor data provided by combine harvesters. INDIN (2016)
Alexander Diedrich, Andreas Bunte, Alexander Maier, Oliver Niggemann
Kognitive Architektur zum Konzeptlernen in technischen Systemen. ML4CPS (2015)
Alexander Maier, Oliver Niggemann, Jens Eickmeyer
On the Learning of Timing Behavior for Anomaly Detection in Cyber-Physical Production Systems. DX (2015)
Alexander Maier
Online passive learning of timed automata for cyber-physical production systems. INDIN (2014)
Asmir Vodencarevic, Alexander Maier, Oliver Niggemann
Evaluating Learning Algorithms for Stochastic Finite Automata - Comparative Empirical Analyses on Learning Models for Technical Systems. ICPRAM (2013)
Oliver Niggemann, Benno Stein, Alexander Maier
Solving Modeling Problems with Machine Learning -- A Classification Scheme of Model Learning Approaches for Technical Systems. MBEES (2012)
Sebastian Faltinski, Holger Flatt, Florian Pethig, Bjorn Kroll, Asmir Vodencarevic, Alexander Maier, Oliver Niggemann
Detecting anomalous energy consumptions in distributed manufacturing systems. INDIN (2012)
Florian Pethig, Bjorn Kroll, Oliver Niggemann, Alexander Maier, Tim Tack, Matthias Maag
A generic synchronized data acquisition solution for distributed automation systems. ETFA (2012)
Oliver Niggemann, Benno Stein, Asmir Vodencarevic, Alexander Maier, Hans Kleine Büning
Learning Behavior Models for Hybrid Timed Systems. AAAI (2012)
David A. Leopold, Alexander Maier
Ongoing physiological processes in the cerebral cortex. NeuroImage 62 (4) (2012)
Alexander Maier, Tim Tack, Oliver Niggemann
Visual Anomaly Detection in Production Plants. ICINCO (1) (2012)
Asmir Vodencarevic, Hans Kleine Büning, Oliver Niggemann, Alexander Maier
Using behavior models for anomaly detection in hybrid systems. ICAT (2011)
Alexander Maier, Oliver Niggemann, Roman Just, Michael Jäger, Asmir Vodencarevic
Anomaly Detection in Production Plants using Timed Automata - Automated Learning of Models from Observations. ICINCO (1) (2011)
Oliver Niggemann, Alexander Maier, Asmir Vodencarevic, Bernhard Jantscher
Fighting the Modeling Bottleneck - Learning Models for Production Plants. MBEES (2011)
Asmir Vodencarevic, Hans Kleine Büning, Oliver Niggemann, Alexander Maier
Identifying behavior models for process plants. ETFA (2011)
Olaf Graeser, Barath Kumar, Oliver Niggemann, Natalia Moriz, Alexander Maier
AutomationML as a Basis for Offline - And Realtime-simulation - Planning, Simulation and Diagnosis of Automation Systems. ICINCO (2) (2011)
Oliver Niggemann, Alexander Maier, Jürgen Jasperneite
Model-based Development of Automation Systems. MBEES (2010)
Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
Extraction of Bistable-Percept-Related Features From Local Field Potential by Integration of Local Regression and Common Spatial Patterns. IEEE Trans. Biomed. Eng. 56 (8) (2009)
Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
Relaxation-Based Feature Selection for Single-Trial Decoding of Bistable Perception. IEEE Trans. Biomed. Eng. 56 (1) (2009)
Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine. EURASIP J. Adv. Signal Process. 2008 (2008)
Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
Single-Trial Decoding of Bistable Perception Based on Sparse Nonnegative Tensor Decomposition. Comput. Intell. Neurosci. 2008 (2008)
Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
Single-trial bistable perception classification based on sparse nonnegative tensor decomposition. IJCNN (2008)
Zhisong Wang, Alexander Maier, David A. Leopold, Hualou Liang
Spatiotemporal Integration of Neuronal Activity for Single-Trial Classifications of Bistable Perception. IJCNN (2007)
Zhisong Wang, Alexander Maier, David A. Leopold, Nikos K. Logothetis, Hualou Liang
Single-trial evoked potential estimation using wavelets. Comput. Biol. Medicine 37 (4) (2007)
Zhisong Wang, Alexander Maier, David A. Leopold, Hualou Liang
Relaxation-Based Multichannel Signal Combination (RELAX-MUSIC) for ROC Analysis of Percept-Related Neuronal Activity. IEEE Trans. Biomed. Eng. 53 (12) (2006)

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Publication Activity (10 Years)

Top Topics

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Alexander Maier