Nijat Mehdiyev

Publications

788

Citations

H-Index

2011

Active since

Affiliations

German Research Centre for Artificial Intelligence(Current)

Saarland University

Missouri University of Science and Technology

University of Augsburg

Technical University of Munich

Nijat Mehdiyev is an author at German Research Centre for Artificial Intelligence specializing in engineering, data science, and predictive analytics.

ORCID

Top concepts

EngineeringData SciencePredictive AnalyticsMachine LearningBusinessForecastingComputer ScienceSystems EngineeringFuzzy LogicIndustrial Informatics

Publications per year

2011–2025

Publications

Time Series Classification using Deep Learning for Process Planning: A Case from the Process Industry

Nijat Mehdiyev, Johannes Lahann, Andreas Emrich et al. · Procedia Computer Science · 2017 · 117 citations · Full text

Deep Neural Networks, Engineering, Machine Learning +15

A Novel Business Process Prediction Model Using a Deep Learning Method

Nijat Mehdiyev, Jöerg Evermann, Peter Fettke · Business & Information Systems Engineering · 2018 · 103 citations

Engineering, Machine Learning, Data Science +9

Towards Explainable Process Predictions for Industry 4.0 in the DFKI-Smart-Lego-Factory

Jana-Rebecca Rehse, Nijat Mehdiyev, Peter Fettke · KI - Künstliche Intelligenz · 2019 · 89 citations

Industrial Design, Engineering, Production Technology +11

Evaluating Forecasting Methods by Considering Different Accuracy Measures

Nijat Mehdiyev, David Enke, Peter Fettke et al. · Procedia Computer Science · 2016 · 78 citations · Full text

Forecasting Methodology, Engineering, Different Accuracy Measures +17

Stock Market Prediction with Multiple Regression, Fuzzy Type-2 Clustering and Neural Networks

David Enke, Manfred Grauer, Nijat Mehdiyev · Procedia Computer Science · 2011 · 77 citations · Full text

Engineering, Fuzzy Type-2 Clustering, Multiple Regression +19

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