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Journal Articles

Advancing Research Software Engineering with AI: A Research Framework

Siamak Farshidi, Kwabena Bennin, Önder Babur, June Sallou, Ayalew Kassahun, Bedir Tekinerdogan

2025

Empirical Evaluation of AI-Assisted Software Package Selection: A Knowledge Graph Approach

Siamak Farshidi, Amir Saberhabibi, Behbod Eskafi, Niloofar Nikfarjam, Sadegh Eskandari, Slinger Jansen, Michel Chaudron, Bedir Tekinerdogan

arXiv preprint arXiv:2508.05693

2025

AE-MCDM: an autoencoder-based multi-criteria decision-making approach for unsupervised feature selection

Amin Hashemi, Mohammad Bagher Dowlatshahi, Siamak Farshidi, Parham Moradi

The Journal of Supercomputing, Vol. 81, No. 7, pp. 1--44

2025

Search Multiple Types of Research Assets From Jupyter Notebook

Na Li, Siamak Farshidi, Zhiming Zhao

Software: Practice and Experience, Vol. 55, No. 5, pp. 946--965

2025

D-VRE: From a Jupyter-enabled private research environment to decentralized collaborative research ecosystem

Yuandou Wang, Sheejan Tripathi, Siamak Farshidi, Zhiming Zhao

Blockchain: Research and Applications, Vol. 6, No. 1, pp. 100244

2025

A Decision Model for Selecting Serverless Platforms

Muhammad Hamza, Siamak Farshidi, Muhammad Azeem Akbar, Rafael Capilla, Slinger Jansen, Kari Smolander

2025

Business process modeling language selection for research modelers

Siamak Farshidi, Izaak Beer Kwantes, Slinger Jansen

Software and Systems Modeling, Vol. 23, No. 1, pp. 137--162

2024

Understanding user intent modeling for conversational recommender systems: a systematic literature review

Siamak Farshidi, Kiyan Rezaee, Sara Mazaheri, Amir Hossein Rahimi, Ali Dadashzadeh, Morteza Ziabakhsh, Sadegh Eskandari, Slinger Jansen

User Modeling and User-Adapted Interaction, pp. 1--64

2024

Navigating the Complex ESG Accounting Landscape: Engineering a Method Selection Framework

Vijanti Ramautar, Sergio España, Siamak Farshidi

Complex Systems Informatics and Modeling Quarterly, No. 38, pp. 1--26

2024

Decision Support Model for Selecting the Optimal Blockchain Oracle Platform: An Evaluation of Key Factors

Sabreen Ahmadjee, Carlos Mera-Gómez, Siamak Farshidi, Rami Bahsoon, Rick Kazman

ACM Transactions on Software Engineering and Methodology

2024

A decision model for decentralized autonomous organization platform selection: Three industry case studies

Elena Baninemeh, Siamak Farshidi, Slinger Jansen

Blockchain: Research and Applications, Vol. 4, No. 2, pp. 100127

2023

Knowledge sharing and discovery across heterogeneous research infrastructures

Siamak Farshidi, Xiaofeng Liao, Na Li, Doron Goldfarb, Barbara Magagna, Markus Stocker, Keith Jeffery, Peter Thijsse, Christian Pichot, Andreas Petzold

Open Research Europe, Vol. 1, No. 68, pp. 68

2023

Model-driven development platform selection: four industry case studies

Siamak Farshidi, Slinger Jansen, Sven Fortuin

Software and Systems Modeling, Vol. 20, No. 5, pp. 1525--1551

2021

A decision model for programming language ecosystem selection: Seven industry case studies

Siamak Farshidi, Slinger Jansen, Mahdi Deldar

Information and software technology, Vol. 139, pp. 106640

2021

Decision support for blockchain platform selection: Three industry case studies

Siamak Farshidi, Slinger Jansen, Sergio España, Jacco Verkleij

IEEE transactions on Engineering management, Vol. 67, No. 4, pp. 1109--1128

2020

Capturing software architecture knowledge for pattern-driven design

Siamak Farshidi, Slinger Jansen, Jan Martijn van der Werf

Journal of Systems and Software, Vol. 169, pp. 110714

2020

A decision support system for software technology selection

Siamak Farshidi, Slinger Jansen, Rolf de Jong, Sjaak Brinkkemper

Journal of Decision systems, Vol. 27, No. sup1, pp. 98--110

2018
Conference Proceedings

An adaptable indexing pipeline for enriching meta information of datasets from heterogeneous repositories

Siamak Farshidi, Zhiming Zhao

In Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 472--484. Springer International Publishing Cham

2022

A decision support system for pattern-driven software architecture

Siamak Farshidi, Slinger Jansen

In European Conference on Software Architecture, pp. 68--81. Springer International Publishing Cham

2020

A decision support system for cloud service provider selection problem in software producing organizations

Siamak Farshidi, Slinger Jansen, Rolf De Jong, Sjaak Brinkkemper

In 2018 IEEE 20th Conference on Business Informatics (CBI), pp. 139--148. IEEE

2018
Phd Dissertations

Multi-criteria decision-making in software production

Siamak Farshidi

Utrecht University

2020
Master's Theses

A Data-Driven Decision Model for Machine Learning Model Selection

Lex Steffens

Utrecht University

2024

A decision support framework for multi-cloud service composition

Valentijn Bieger

Utrecht University

2023

A automated data analytics maturity assessment model for data-intensive organizations

Stan Twilt

Utrecht University

2023

Component recommendation system

Parsa Beigzadeh

Utrecht University

2023

Leveraging Open-Source Data for Software Cost Estimation: A Predictive Modeling Approach

Gal Mrvar

Utrecht University

2023

Beyond Keywords: Intent-Driven Semantic Code Search in Software Ecosystems

Chris Pfaff

Utrecht University

2022

A Decision Support System for Blockchain Platform Selection

Jacco Verkleij

Utrecht University

2018
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