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Keywords:
- Artificial Intelligence
- Artificial Neural Networks
- Automobile Industry
- Bayesian Networks
- Binary Classification
- blindness
- brain stimulation
- Chemometrics
- Classification
- Computational Intelligence
- Conflict Analysis
- Context Logging
- Data Mining
- dynamic graphs
- dynamic networks
- EEG
- elctroencephalography
- Enron dataset
- Evolutionary Algorithms
- fault diagnosis
- Frequent Pattern Mining
- functional connectivity
- Fuzzy clustering
- Fuzzy Control
- Fuzzy Data Analysis
- fuzzy logic
- Fuzzy neural network
- Fuzzy Rules
- fuzzy SVM
- Fuzzy Systems
- Intelligent data analysis
- Intelligent Sensors
- Interpolation
- Interpretability
- Labeling
- Mamdani Control
- Markov networks
- Monotonicity Constraints
- Motif Discovery
- Multiple-Instance Learning
- Multivariate Data Analysis
- Multivariate Time Series Analysis
- Network Analysis
- Neural Networks
- Neuro-fuzzy system
- neuroimaging
- neuroscience
- Partial Least Squares
- Pattern Recognition
- peripheral optic nerve
- Personal Music
- Principle Component Analysis
- Regression
- resting-state EEG
- Rudolf Kruse
- Safety-Related Systems
- SMPS2012
- social network analysis
- Static Graphs
- Support Vector Machine
- Time Series
- vector autoregressive model
- visual damage
- Visual Data Analysis
Publications of Christian Moewes
2015
| , , , , and , Computational Intelligence: Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, Springer Vieweg, 2015 |
| , and , Fuzzy Control, in: Springer Handbook of Computational Intelligence (Part B), pages 231--244, Springer, 2015 |
2014
| , , , , , and , Assessing neural networks for sensor fault detection, in: Proceedings of the 2014 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), Ottawa, ON, pages 70--75, IEEE Press, 2014 |
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| , , , , and , Brain functional connectivity network breakdown and restoration in blindness (2014), in: Neurology, 83:6(542---441) |
2013
| and , About Rudolf Kruse and His Research Group on Computational Intelligence, pages 301--304, Springer-Verlag, 2013 |
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| , , , and , Advanced Analysis of Dynamic Graphs in Social and Neural Networks, in: Towards Advanced Data Analysis by Combining Soft Computing and Statistics, pages 205--222, Springer, 2013 |
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| Computational Intelligence in Intelligent Data Analysis, Springer-Verlag, Studies in Computational Intelligence (SCI), volume 445, 2013 |
| , , , , and , Computational Intelligence: A Methodological Introduction, Springer, Texts in Computer Science, 2013 |
| and , Evolutionary Fuzzy Rules for Ordinal Binary Classification with Monotonicity Constraints, in: Soft Computing: State of the Art Theory and Novel Applications, San Francisco State University, San Francisco, CA, USA, pages 105--112, Springer, 2013 |
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| , and , On Fuzzy Data Analysis, chapter 49, pages 351--356, Springer-Verlag, Studies in Fuzziness and Soft Computing, volume 298, 2013 |
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| Synergies of Soft Computing and Statistics for Intelligent Data Analysis, Springer-Verlag, 2013 |
| and , The Effects of Edge Weights on Correlating Dynamical Networks: Comparing Unweighted and Weighted Brain Graphs of nervus opticus Patients, in: Proceedings of the 5th International Joint Conference on Computational Intelligence, Vilamoura, Algarve, Portugal, pages 279--284, ScitePress, 2013 |
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| , , , and , Transorbital alternating current stimulation strengthens oscillatory activity and functional connectivity in patients with visual system damage: a resting-state EEG study (2013), in: Clinical Neurophysiology, 124:10(e124-e125) |
| , , , , and , Vision loss after peripheral optic nerve lesions is related to permanent alteration of long-range cortical functional connectivity: an EEG resting state analysis, Abstract, 2013 |
2012
| , and , Analysis of Dynamic Brain Networks using VAR Models, pages 525--532, 2012 |
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| , , , and , Functional connectivity alterations after pre-chiasmatic visual system lesion, Abstract, 2012 |
| and , Fuzzy Control for Knowledge-Based Interpolation, pages 91--101, Springer-Verlag, Studies in Fuzziness and Soft Computing, volume 271, 2012 |
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| and , Time Series Mining (2012), in: WIREs Data Mining & Knowledge Discovery |
2011
| , , , , and , Computational Intelligence: Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, Vieweg+Teubner, Computational Intelligence, 2011 |
| , and , Fuzzy Logic in Computer Science, chapter 16, pages 385--419, Springer Science+Business Media, 2011 |
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| and , On the usefulness of fuzzy SVMs and the extraction of fuzzy rules from SVMs, in: Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) and LFA-2011, European Society for Fuzzy Logic and Technology (EUSFLAT), Aix-les-Bains, France, pages 943--948, Atlantis Press, 2011 |
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2010
| , and , Data Mining Applications in the Automotive Industry, in: Proceedings of the 4th International Workshop on Reliable Engineering Computing (REC 2010), Professional Activities Centre, National University of Singapore, Singapore, pages 23--40, Research Publishing Services, 2010 |
| , and , Simple Machine Learning Approaches to Safety-Related Systems, in: Machine Interpretation of Patterns: Image Analysis and Data Mining, pages 231--249, World Scientific Publishing Co. Inc., 2010 |
| , and , Temporal Pattern Mining, in: Proceedings of the International Conference on Signals and Electronic Systems (ICSES 2010), Institute of Electronics, Silesian University of Technology, Gliwice, Poland, pages 3--8, IEEE Press, 2010 |
2009
| and , Zuordnen von linguistischen Ausdrücken zu Motiven in Zeitreihen (2009), in: at-Automatisierungstechnik, 57:3(146--154) |
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2008
| and , Adjusting Monitored Experiments to Real-World Cases by Matching Labeled Time Series Motifs, in: Proceedings 18. Workshop Computational Intelligence, Dortmund, 3. - 5. Dezember 2008, pages 214--223, Universitätsverlag Karlsruhe, 2008 |
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| , and , Browsing Music by Usage Context, in: Proceedings of 2nd International Workshop on Learning the Semantics of Audio Signals (LSAS 2008), pages 19--29, 2008 |
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| and , Fuzzy neural network (2008), in: Scholarpedia, 3:11(6043) |
| , and , Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM, in: Soft Methods for Handling Variability and Imprecision, pages 409--416, Springer Berlin/Heidelberg, 2008 |
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| and , Unification of Fuzzy SVMs and Rule Extraction Methods through imprecise Domain Knowledge, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Torremolinos (Málaga), pages 1527--1534, 2008 |
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2007
| , Application of support vector machines to discriminate vehicle crash events, School of Computer Science, University of Magdeburg, 2007 |
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