Research Output 1983 2020

2020

A semantic approach for timeseries data fusion

Samourkasidis, A. & Athanasiadis, I. N., 1 Feb 2020, In : Computers and Electronics in Agriculture. 169, 105171.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
environmental science
Data fusion
Data acquisition
Semantics
Metadata
2 Citations (Scopus)
Open Access
Snacks
Mothers
Conflict (Psychology)
Diet Records
Guilt
2019
7 Citations (Scopus)
Food supply
mushroom
food supply
Supply chains
Stochastic programming
2 Citations (Scopus)

A Comprehensive Study of the Potential Application of Flying Ethylene-Sensitive Sensors for Ripeness Detection in Apple Orchards

Valente, J., Almeida, R. & Kooistra, L., 17 Jan 2019, In : Sensors (Basel, Switzerland). 19, 2, 372.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
orchards
Orchards
Malus
Ethylene
ethylene
2 Citations (Scopus)

Adopting integrated application lifecycle management within a large-scale software company: An action research approach

Tüzün, E., Tekinerdogan, B., Macit, Y. & İnce, K., 1 Mar 2019, In : Journal of Systems and Software. 149, p. 63-82 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

Industry
Productivity
Costs

Adopting Machine Learning Algorithms for Cloud-Based Application Categorization

Catal, C., Elnaccar, B., Colakoglu, O. & Tekinerdogan, B., 2019.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Agent-based modelling of socio-ecological systems: Models, projects and ontologies

Gotts, N. M., van Voorn, G. A. K., Polhill, J. G., de Jong, E., Edmonds, B., Hofstede, G. J. & Meyer, R., Dec 2019, In : Ecological Complexity. 40, B, 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

modeling
project
transparency
analysis

Aligning Education for the Life Sciences Domain to Support Digitalization and Industry 4.0

Catal, C. & Tekinerdogan, B., 2019, In : Procedia Computer Science. 158, p. 99-106

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Education
Agriculture
Industry
Brain
Innovation

Aligning software engineering education with industrial needs: A meta-analysis

Garousi, V., Giray, G., Tüzün, E., Catal, C. & Felderer, M., 1 Oct 2019, In : Journal of Systems and Software. 156, p. 65-83 19 p.

Research output: Contribution to journalArticleAcademicpeer-review

Engineering education
Software engineering
Industry
Testing
Process design
Disease control
disease control
potato
Decision making
decision making
11 Citations (Scopus)

Analysis of transfer learning for deep neural network based plant classification models

Kaya, A., Keceli, A. S., Catal, C., Yalic, H. Y., Temucin, H. & Tekinerdogan, B., 1 Mar 2019, In : Computers and Electronics in Agriculture. 158, p. 20-29 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

neural networks
learning
artificial intelligence
taxonomy
Learning systems

Architecture conformance analysis using model-based testing: A case study approach

Uzun, B. & Tekinerdogan, B., Mar 2019, In : Software: Practice and Experience. 49, 3, p. 423-448

Research output: Contribution to journalArticleAcademicpeer-review

Testing
Large scale systems
4 Citations (Scopus)

Architecture design approach for IoT-based farm management information systems

Köksal & Tekinerdogan, B., Oct 2019, In : Precision Agriculture. 20, 5, p. 926-958 33 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Management Information Systems
management information systems
farm management
Internet
Agriculture
1 Citation (Scopus)

Architecture framework of IoT-based food and farm systems: A multiple case study

Verdouw, C., Sundmaeker, H., Tekinerdogan, B., Conzon, D. & Montanaro, T., 1 Oct 2019, In : Computers and Electronics in Agriculture. 165, 104939.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Farms
farm
case studies
farms
food

Architecture Modeling of IoT Systems using a Data Distribution Service UML Profile

Tekinerdogan, B., Celik, T. & Köksal, O., 2 Aug 2019, The Internet of Things in the Industrial Sector. Mahmood, Z. (ed.). 1 ed. Cham, Switzerland: Springer, p. 103-119 (Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
Middleware
Finance
Quality of service
Internet of things
1 Citation (Scopus)

A survey on software testability

Garousi, V., Felderer, M. & Kılıçaslan, F. N., Apr 2019, In : Information and Software Technology. 108, p. 35-64

Research output: Contribution to journalArticleAcademicpeer-review

Observability
Controllability
Testing
3 Citations (Scopus)

A template framework for environmental timeseries data acquisition

Samourkasidis, A., Papoutsoglou, E. & Athanasiadis, I. N., 1 Jul 2019, In : Environmental Modelling and Software. 117, p. 237-249

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
data acquisition
Data acquisition
Data integration
Syntactics
Meteorology
1 Citation (Scopus)

Automated Testing of Simulation Software in the Aviation Industry: An Experience Report

Garousi, V., Tasli, S., Sertel, O., Tokgoz, M., Herkiloglu, K., Arkin, H. F. E. & Bilir, O., 1 Jul 2019, In : IEEE Software. 36, 4, p. 63-75 8356168.

Research output: Contribution to journalArticleAcademicpeer-review

Aviation
Automation
Testing
Industry

Automatic apple tree blossom estimation from uav rgb imagery

Tubau Comas, A., Valente, J. & Kooistra, L., 4 Jun 2019, ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. ISPRS, p. 631-635 5 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives; vol. XLII-2/W13).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
Orchards
imagery
Fruits
Pixels
flowering

Benchmarking of Regression Algorithms and Time Series Analysis Techniques for Sales Forecasting

Catal, C., Ece, K., Arslan, B. & Akbulut, A., 31 Jan 2019, In : Balkan Journal of Electrical & Computer Engineering. 7, 1, p. 20-26

Research output: Contribution to journalArticleAcademicpeer-review

Time series analysis
Benchmarking
Sales
Decision trees
Learning systems

CAVE Sanal Gerçeklik Teknolojisinin Üniversite-Sanayi İşbirliği Açısından Değerlendirilmesi ve Örnek bir Durum Çalışması

Translated title of the contribution: The Evaluation of CAVE Virtual Reality Technology for the University-Industry Collaboration and a Case StudyCatal, C. & Akbulut, A., 31 Mar 2019, In : European journal of science and technology. 15, p. 61-69

Research output: Contribution to journalArticleAcademicpeer-review

Virtual reality
Education
Industry
Ergonomics
Costs
Open Access
games
mangrove
shrimp
farmer
farmers

Characterizing industry-academia collaborations in software engineering: evidence from 101 projects

Garousi, V., Pfahl, D., Fernandes, J. M., Felderer, M., Mäntylä, M. V., Shepherd, D., Arcuri, A., Coşkunçay, A. & Tekinerdogan, B., Sep 2019, In : Empirical Software Engineering. 24, 4, p. 2540-2602

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Software engineering
Industry
Software testing
Engineering research
Project management

Comparing Filtering Techniques for Removing Vegetation from UAV-Based Photogrammetric Point Clouds

Anders, N. S., Pereira Valente, J. R., Masselink, R. J. H. & Keesstra, S. D., 30 Jul 2019, In : Drones. 3, 3, 61.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
triangulated irregular network
vegetation
vegetation index
filter
digital elevation model
2 Citations (Scopus)
Open Access
Lactation
Holstein
lactation
prediction
cattle
3 Citations (Scopus)

Correlation of critical success factors with success of software projects: an empirical investigation

Garousi, V., Tarhan, A., Pfahl, D., Coşkunçay, A. & Demirörs, O., Mar 2019, In : Software Quality Journal. 27, 1, p. 429-493 65 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Software engineering
Managers
Engineers
Monitoring
Industry

Culturas y Organizaciones: Software mental: cooperación intercultural y su importancia para la supervivencia

Translated title of the contribution: Cultures and Organizations: Software of the mind: intercultural cooperation and its importance for survivalHofstede, G. J., Minkov, M. (Translator) & Hofstede, G., 2019, Mexico. 543 p.

Research output: Book/ReportBookAcademic

Customizing a Feature Ontology for Product Line Engineering within a System-of-Systems Context

Tekinerdogan, B., Duman, S., Caner, H. & Durak, B., 2019.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Design of Variable Big Data Architectures for E-Government Domain

Tekinerdogan, B. & Uzun, B., 15 Jan 2019, Software Engineering for Variable Intensive Systems : Foundations and Applications. Mistrik, I., Galster, M. & Maxim, B. R. (eds.). New York: Taylor & Francis, p. 141-159

Research output: Chapter in Book/Report/Conference proceedingChapter

Big data
Innovation
Data storage equipment
Processing
Industry

Detecting Rumex Obtusifolius weed plants in grasslands from UAV RGB imagery using deep learning

Valente, J., Doldersum, M., Roers, C. & Kooistra, L., 29 May 2019, ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. ISPRS, p. 179-185 7 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. IV-2/W5).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
grasslands
Unmanned aerial vehicles (UAV)
nature conservation
imagery
learning

Devising Integrated Process Models for Systems Product Line Engineering

Tekinerdogan, B., Duman, S., Ozdemir, G. & Durak, B., 2019.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Domain-Driven Analysis of Architecture Reconstruction Methods

Tekinerdogan, B. & Uzun, B., 17 Sep 2019, Model Management and Analytics for Large Scale Systems. Tekinerdogan, B., Babur, Ö., Cleophas, L., van den Brand, M. & Aksit, M. (eds.). Elsevier Academic Press, p. 67-84

Research output: Chapter in Book/Report/Conference proceedingChapter

Software architecture
Concretes
Industry

Editorial – Agent-Based Modelling for Resilience

van Voorn, G. A. K., Polhill, J. G., Edmonds, B. & Hofstede, G. J., Dec 2019, In : Ecological Complexity. 40, B, 100775.

Research output: Contribution to journalEditorialAcademic

Environmental timeseries lifecycle in the Internet of Things era: Lowering e-science barriers

Samourkasidis, A., 2019, Wageningen: Wageningen University. 112 p.

Research output: Thesisinternal PhD, WU

Evaluation of augmented reality technology for the design of an evacuation training game

Catal, C., Akbulut, A., Tunali, B., Ulug, E. & Ozturk, E., 21 Nov 2019, In : Virtual Reality.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Augmented reality
Personnel
Animation
Earthquakes
Fires

Fair gain allocation in eco-efficient vendor-managed inventory cooperation

Stellingwerf, H. M., Kanellopoulos, A., Cruijssen, F. C. A. M. & Bloemhof, J. M., 10 Sep 2019, In : Journal of Cleaner Production. 231, p. 746-755 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

cost
Costs
game theory
Game theory
Economics

Fast Classification of Large Germinated Fields Via High-Resolution UAV Imagery

Valente, J., Kooistra, L. & Mücher, S., Oct 2019, In : IEEE Robotics and Automation Letters. 4, 4, p. 3216-3223 8755475.

Research output: Contribution to journalArticleAcademicpeer-review

Unmanned aerial vehicles (UAV)
Crops
Patch
High Resolution
Segmentation
2 Citations (Scopus)

GRASP agents: social first, intelligent later

Hofstede, G. J., Sep 2019, In : AI & society : the journal of human and machine intelligence. 34, 3, p. 535-543 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Economics
Social Intelligence
Logic
Wishes
Aggression
10 Citations (Scopus)

Guidelines for including grey literature and conducting multivocal literature reviews in software engineering

Garousi, V., Felderer, M. & Mäntyla, M. V., Feb 2019, In : Information and Software Technology. 106, p. 101-121

Research output: Contribution to journalArticleAcademicpeer-review

Software engineering
Blogs
12 Citations (Scopus)

Hybrid Software Development Approaches in Practice: A European Perspective

Kuhrmann, M., Diebold, P., Munch, J., Tell, P., Trektere, K., McCaffery, F., Garousi, V., Felderer, M., Linssen, O., Hanser, E. & Prause, C. R., Jul 2019, In : IEEE Software. 36, 4, p. 20-31 8254323.

Research output: Contribution to journalArticleAcademicpeer-review

Software engineering
Industry
Open Access
urban system
certification
pig
farming system
production system

In vier stappen experimenteren met Internet of Things

Robbemond, R. M., van der Voort, M., de Man, A-P., Strang, S., de Beer, C., Verdouw, C. N. & Savelkouls, C., 2019, 3 p. Wageningen University & Research.

Research output: Other contributionPamphlet

Open Access

Leaf counting from uncontrolled acquired images from greenhouse workers

Pereira Valente, J. R. & Guiffrida, M. V., 2019.

Research output: Contribution to conferencePosterAcademic

Model Analytics for Defect Prediction Based on Design-level Metrics and Sampling Techniques

Kaya, A., Keceli, A. S., Tekinerdogan, B. & Catal, C., 17 Jul 2019, Model Management and Analytics for Large Scale Systems. Tekinerdogan, B., Babur, Ö., Cleophas, L., van den Brand, M. & Aksit, M. (eds.). Elsevier Academic Press, p. 125-139

Research output: Chapter in Book/Report/Conference proceedingChapter

Sampling
Defects
Adaptive boosting
Testing
Quality assurance

Model Management and Analytics for Large Scale Systems

Tekinerdogan, B. (ed.), Babur, O. (ed.), Cleophas, L. (ed.), van den Brand, M. (ed.) & Aksit, M. (ed.), 17 Sep 2019, 1 ed. Elsevier Academic Press. 344 p.

Research output: Book/ReportBook editingAcademic

Large scale systems
Information management
Software engineering
Industry
3 Citations (Scopus)

Moving perceptions on potato late blight control: Workshops with model-based scenarios

Pacilly, F. C. A., Lammerts van Bueren, E. T., Groot, J. C. J. & Hofstede, G. J., 1 May 2019, In : Crop Protection. 119, p. 76-87

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Phytophthora infestans
farmers
potatoes
resistance management
collective action

Multi-Dimensional Classification of System-of-Systems

Tekinerdogan, B., Aug 2019, 2019 14th Annual Conference System of Systems Engineering (SoSE): Proceedings of a meeting held 19-22 May 2019, Anchorage, Alaska, USA. IEEE, p. 278-283

Research output: Chapter in Book/Report/Conference proceedingConference paper

System of systems

Native Code Generation as a Service

Akbulut, A., Catal, C., Karadeniz, E. & Turgut, E., 1 Feb 2019, In : International Journal of Software Engineering and Knowledge Engineering. 29, 02, p. 263-284

Research output: Contribution to journalArticleAcademicpeer-review

Code generation
User interfaces
Industry