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Publikationen

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  1. Nijat Mehdiyev; Julian Krumeich; Dirk Werth; Peter Loos

    Sensor Event Mining with Hybrid Ensemble Learning and Evolutionary Feature Subset Selection Model

    In: Proceedings of IEEE International Conference on Big Data (Big Data) 2015. IEEE Conference on Big Data, October 29 - November 1, Santa Clara, CA, …

  2. Julian Krumeich; Nijat Mehdiyev; Dirk Werth; Peter Loos

    Towards an Extended Metamodel of Event-driven Process Chains to Model Complex Event Patterns

    In: 2nd International Workshop on Event Modeling and Processing in Business Process Management. International Workshop on Event Modelling and …

  3. Nijat Mehdiyev; Julian Krumeich; David Enke; Dirk Werth; Peter Loos

    Determination of Rule Patterns in Complex Event Processing Using Machine Learning Techniques

    In: Procedia Computer Science. Complex Adaptive Systems (CAS-15), July 2-4, San Jose, CA, USA, Pages 395-401, Vol. 61, ISBN 1877-0509, Elsevier, 2015.

  4. Nijat Mehdiyev; David Enke

    Interest rate prediction: a neuro-hybrid approach with data preprocessing

    In: International Journal of General Systems, Vol. 43, No. 5, Pages 535-550, Taylor and Francis, 2014.

  5. David Enke; Nijat Mehdiyev

    A Hybrid Neuro-fuzzy Model to Forecast Inflation

    In: Procedia Computer Science, Vol. 6, Pages 254-260, Elsevier, 2014.

  6. David Enke; Nijat Mehdiyev

    Stock Market Prediction Using a Combination of Stepwise Regression Analysis, Differential Evolution-based Fuzzy Clustering, and a Fuzzy Inference Neural Network.

    In: Intelligent Automation & Soft Computing, Vol. 19, No. 4, Pages 636-648, Taylor and Francis, 2013.

  7. David Enke; Nijat Mehdiyev

    Type-2 Fuzzy Clustering and a Type-2 Fuzzy Inference Neural Network for the Prediction of Short-term Interest Rates

    In: Procedia Computer Science, Vol. 20, Pages 115-120, Elsevier, 2013.