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Bedir Tekinerdogan

Wageningen University and Research (WUR)

Netherlands

SCHOLARLY PAPERS

22

DOWNLOADS

1,345

TOTAL CITATIONS

4

Scholarly Papers (22)

Reference Architecture for Iot-Based Predictive Maintenance Systems Using Digital Twins

Number of pages: 39 Posted: 09 Nov 2024
Sioux Technologies, Qatar University, Sioux Technologies, Sioux Technologies, Sioux Technologies, Sioux Technologies, Sioux Technologies, Sioux Technologies and Wageningen University and Research (WUR)
Downloads 119 (611,628)
Citation 3

Abstract:

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Systems Engineering, Reference Architecture, Digital Twin, Predictive Maintenance, Internet of Things, Survey Study

Reference Architecture for Iot-Based Predictive Maintenance Systems Using Digital Twins

Number of pages: 41 Posted: 14 Jul 2025
Sioux Technologies, Qatar University, Sioux Technologies, Sioux Technologies, Sioux Technologies, Sioux Technologies, Sioux Technologies, Sioux Technologies and Wageningen University and Research (WUR)
Downloads 72 (895,539)

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Reference Architecture, Digital twin, Predictive
Maintenance, Internet of Things, Survey Study

2.

Enhancing Digitalization in Ethiopian Higher Education: A Technology Acceptance Model Approach

Number of pages: 24 Posted: 06 May 2025
Fitsum Deriba, Ayalew Kassahun and Bedir Tekinerdogan
University of Eastern Finland - School of Computing, Wageningen University and Research (WUR) - Information Technology Group and Wageningen University and Research (WUR)
Downloads 167 (464,454)

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digitalization, Ethiopian higher education, learning management systems, digital educational technology, technology acceptance model

3.

Early  Disease  Detection  Of  Leaves  Using  Deep  Learning  And  Drones  -  Cyber  Physical  Systems  Approach

Number of pages: 15 Posted: 15 Jul 2023
affiliation not provided to SSRN, Wageningen University and Research (WUR), University of Technology Sydney (UTS), Universiti Putra Malaysia, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Leeds, University of Leeds, affiliation not provided to SSRN, University of New South Wales (UNSW), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 117 (617,542)
Citation 1

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Artificial Intelligence, Generative AI, Federated learning, 5G, 6G, Swarm of Drones, Cyber Security, Trans Disciplinary

4.

Comprehensive Analysis of Hyperspectral Features for Monitoring Canopy Maize Leaf Spot Disease

Number of pages: 38 Posted: 01 Feb 2024
Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Henan Agricultural University, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Wageningen University and Research (WUR), Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops and Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops
Downloads 108 (679,608)

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Hyperspectral features, Canopy, Unmanned aerial vehicle (UAV), Leaf spot, Reinforcement Learning

5.

Predicting the Remaining Useful Life of Manufacturing Systems Using Controller Data: An Industrial Case Study

Number of pages: 21 Posted: 04 May 2023
Sioux Technologies, affiliation not provided to SSRN, Sioux Technologies, Wageningen University and Research (WUR), Qatar University and affiliation not provided to SSRN
Downloads 98 (730,864)

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Singular Value Decomposition, Dynamic Time Warping, Long Short-Term Memory Network, Programmable Logic Controller, predictive maintenance, Remaining Useful Life.

6.

A Cognitive Framework for Evaluating Intelligence Dimensions in AI Systems

Number of pages: 29 Posted: 04 Dec 2025
Bedir Tekinerdogan
Wageningen University and Research (WUR)
Downloads 64 (1,000,027)

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Artificial Intelligence, cognitive systems, intelligence dimensions

7.

A Framework for Mapping Inventory Decisions to Machine Learning Methods in Perishable Food Supply Chains

Number of pages: 29 Posted: 03 Dec 2025
Bedir Tekinerdogan, Cor Verdouw and Bram van Haaren
Wageningen University and Research (WUR), Wageningen University and Research (WUR) - Information Technology Group and Wageningen University & Research
Downloads 64 (980,173)

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Machine learning, food supply chain, inventory management, decision-making, SCOR

8.

Reference Architecture for Digital Twin-basedRefrigerated Precision Retail Systems

Number of pages: 45 Posted: 09 Mar 2026
University of Florida, Wageningen University and Research (WUR), University of Florida, University of Florida, University of Florida, University of Florida and University of Florida
Downloads 61 (1,000,027)

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Digital twins, reference architecture, Stochastic Multi-Attribute Acceptability, Architecture Tradeoff Analysis Method, Refrigerated retail display case

9.

ModelSelect: An Explainable Recommender System for AI Model Selection

Number of pages: 15 Posted: 22 Nov 2025
Shiraz University, Shiraz University, Shiraz University, Shiraz University, Shiraz University, Wageningen University and Research (WUR) and Wageningen University
Downloads 60 (1,020,567)

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AI Model Selection, Knowledge Graph, Explainable AI, Research Software Engineering

10.

Perspectives and Impacts of Modern Technology on the Environment and Society

Number of pages: 36 Posted: 08 Nov 2024
Fernando Gabriel, leon pijnenburg and Bedir Tekinerdogan
affiliation not provided to SSRN, affiliation not provided to SSRN and Wageningen University and Research (WUR)
Downloads 57 (1,020,567)

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Modern Technology, environmental impact, Society, Carbon emissions, economic growth, Green Technology

11.

A Machine Learning Approach to Identifying Foot and Mouth Disease Incidence in Dairy Farms with Suboptimal Veterinary Infrastructure

Number of pages: 20 Posted: 15 Apr 2025
Wageningen University and Research (WUR), Qatar University, Wageningen University and Research (WUR), Wageningen University and Research (WUR), Wageningen University and Research (WUR) and affiliation not provided to SSRN
Downloads 55 (1,020,567)

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Foot and Mouth Disease, Suboptimal Veterinary Infrastructure, Dairy Farms, Machine Learning, Noise Detection, Imbalanced Dataset

12.

A Systematic Framework for Assessing Iot Adoption Feasibility: A Multi-Case Study

Number of pages: 23 Posted: 13 Jun 2025
Tea Stojanovic and Bedir Tekinerdogan
affiliation not provided to SSRN and Wageningen University and Research (WUR)
Downloads 44 (1,183,237)

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feasibility analysis, Internet of Things, multi-case study research

13.

Architecting Health Information Systems in Intellectual Disability Care

Number of pages: 14 Posted: 12 Jul 2023
Wageningen University and Research (WUR) - Information Technology Group, Wageningen University and Research (WUR) - Biometris, Qatar University, Wageningen University and Research (WUR), Radboud University Nijmegen - Radboud University Medical Center and Radboud University Nijmegen - Radboud University Medical Center
Downloads 42 (1,209,354)

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health information system, Intellectual disability, Electronic Health Record, Software architecture, Big data, Multiple-case study

14.

Multi-Criteria Decision Analysis Approach for Selecting Feasible Data Analytics Platforms for Precision Farming

Number of pages: 24 Posted: 29 Dec 2022
Wageningen University and Research (WUR), Wageningen University and Research (WUR), Qatar University and Wageningen University and Research (WUR)
Downloads 40 (1,196,171)

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Data Analytics Platform, Multi-Criteria Decision-Analysis (MCDA), AHP, TOPSIS

15.

Architecting Dutch Health Information Systems in Intellectual Disability Care: Towards Data Re-Use

Number of pages: 13 Posted: 24 Apr 2023
Wageningen University and Research (WUR) - Information Technology Group, Wageningen University and Research (WUR) - Biometris, Qatar University, Wageningen University and Research (WUR), Radboud University Nijmegen - Radboud University Medical Center and Radboud University Nijmegen - Radboud University Medical Center
Downloads 32 (1,318,317)

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Health Information System, Intellectual disability, Electronic health record, Software architecture, Big data, Multiple-case study, Long-term care, Information technology, Healthcare

16.

Detecting Deviations in the Code Using Architecture View-Based Drift Analysis

Number of pages: 27 Posted: 22 Mar 2023
Burak Uzun and Bedir Tekinerdogan
affiliation not provided to SSRN and Wageningen University and Research (WUR)
Downloads 30 (1,332,057)

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Software Architecture Reconstruction, model-driven development, architecture drift analysis, Architecture Drift

17.

Systematic Analysis and Design of Model-Based Product Line Engineering for Mission-Critical Systems

Number of pages: 11 Posted: 12 Jan 2026
Wageningen University and Research (WUR), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 29 (1,385,945)

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Product Line Engineering, Mission Critical Systems, Model-Based Systems Engineering, System Architecture

18.

Evidence-Driven Decision Support for AI Model Selection in Research Software Engineering

Number of pages: 22 Posted: 21 Jan 2026
Shiraz University, Shiraz University, Shiraz University, Shiraz University, Shiraz University, Wageningen University and Research (WUR) and Wageningen University
Downloads 24 (1,411,822)

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AI/ML Model Selection, Decision Support Systems, Generative AI, Knowledge Graphs, empirical evaluation, Research Software Engineering

19.

Estimating Optimal Replacement Time for Systems with Two-State Degradation and Technological Obsolescence

Number of pages: 17 Posted: 28 May 2025
Raymon van Dinter, Sander Rieken, Bedir Tekinerdogan and Cagatay Catal
Sioux Technologies, affiliation not provided to SSRN, Wageningen University and Research (WUR) and Qatar University
Downloads 23 (1,424,331)

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Optimal replacement time, Cost-based optimization, Technological obsolescence, Uncertainty quantification, Partial discharge

20.

Design Pattern Catalog for Digital Twin-Based Prognostics And Health Management Systems

Number of pages: 28 Posted: 16 Aug 2025
Raymon van Dinter, Bedir Tekinerdogan and Cagatay Catal
Sioux Technologies, Wageningen University and Research (WUR) and Qatar University
Downloads 19 (1,526,714)

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predictive maintenance, prognostics and health management, digital twins, system engineering, system architecture design

21.

A Model-Based Reference Architecture for Smart Aquaponics Systems

Number of pages: 39 Posted: 01 Jul 2026
Ahmet Kasif, Cagatay Catal and Bedir Tekinerdogan
affiliation not provided to SSRN, Qatar University and Wageningen University and Research (WUR)
Downloads 11

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Smart aquaponics, precision agriculture, software architecture, reference architecture

22.

When Mentalizing Backfires:  Role and Timing Constraints on Theory of Mind in Online Persuasion

Number of pages: 18 Posted: 23 Jun 2026
Tahir Abbas, Bedir Tekinerdogan and Yara Khaluf
Wageningen University and Research, Wageningen University and Research (WUR) and VU University Amsterdam
Downloads 9

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theory of mind, online persuasion, conversational dynamics, language analysis, social interaction