Publications

2026

  • Majid Mohammadi, Krikamol Muandet, Ilaria Tiddi, Annette Ten Teije, Siu Lun Chau
    Exact shapley attributions in quadratic-time for fanova gaussian processes
    Proceedings of the AAAI Conference on Artificial Intelligence, 2026.

2025

  • Majid Mohammadi, Ilaria Tiddi, Annette Ten Teije
    Unlocking the game: Estimating games in Möbius representation for explanation and high-order interaction detection
    Proceedings of the AAAI Conference on Artificial Intelligence 2025.
  • Majid Mohammadi, Ilaria Tiddi, Annette Ten Teije
    Support Vector-based Estimation of Multilinear Games for Feature Selection and Explanation
    Proceedings of the AAAI Conference on Artificial Intelligence 2025.
  • Ambarish Moharil, Indika Kumara, Damian Andrew Tamburri, Majid Mohammadi, Willem-Jan van den Heuvel
    Recursive Self-Similarity in Deep Weight Spaces of Neural Architectures: A Fractal and Coarse Geometry Perspective
    arXiv preprint arXiv:2503.14298 2025.
  • Floris den Hengst, Ines Blin, Majid Mohammadi, Syed Ihtesham Hussain Shah, Taraneh Younesian
    Hierarchical Conformal Classification
    arXiv preprint arXiv:2508.13288 2025.
  • Sarbast Moslem, Majid Mohammadi, Karzan Ismael, Domokos Esztergar-Kiss
    Fostering sustainable urban mobility via stakeholder engagement: A novel analytic hierarchy process and half-quadratic programming
    Research in Transportation Business \& Management 2025.
  • Majid Mohammadi, Annette ten Teije, Tim Christen, Janke de Groot, Marlies Verhoeff
    Cross-linking clinical practice guidelines for multimorbidity
    Informatics in Medicine Unlocked 2025.
  • Majid Mohammadi, Siu Lun Chau, Krikamol Muandet
    Computing Exact Shapley Values in Polynomial Time for Product-Kernel Methods
    arXiv preprint arXiv:2505.16516 2025.

2024

  • Nils Ole Breuer, Andreas Sauter, Majid Mohammadi, Erman Acar
    Cage: Causality-aware shapley value for global explanations
    World Conference on Explainable Artificial Intelligence 2024.

2023

  • Majid Mohammadi, Damian A Tamburri, Jafar Rezaei
    Unveiling and unraveling aggregation and dispersion fallacies in group MCDM
    Group Decision and Negotiation 2023.
  • Majid Mohammadi, Dario Di Nucci
    Supervised Machine Learning in a Nutshell
    Data Science for Entrepreneurship: Principles and Methods for Data Engineering, Analytics, Entrepreneurship, and the Society 2023.
  • Majid Mohammadi, Jafar Rezaei
    Ratio product model: A rank-preserving normalization-agnostic multi-criteria decision-making method
    Journal of Multi-Criteria Decision Analysis 2023.
  • Majid Mohammadi, Fuqi Liang, Matteo Brunelli, Jafar Rezaei
    Probabilistic group decision-making using BWT
    The International Workshop on Best-Worst Method 2023.
  • Mojtaba Nayyeri, Bo Xiong, Majid Mohammadi, Mst Mahfuja Akter, Mirza Mohtashim Alam, Jens Lehmann, Steffen Staab
    Knowledge graph embeddings using neural ito process: From multiple walks to stochastic trajectories
    Findings of the Association for Computational Linguistics: ACL 2023 2023.
  • Majid Mohammadi, Amir Ahooye Atashin, Damian A Tamburri
    From ℓ1 subgradient to projection: A compact neural network for ℓ1-regularized logistic regression
    Neurocomputing 2023.
  • Majid Mohammadi, Dario Di Nucci, Damian A Tamburri
    Bayesian meta-analysis of software defect prediction with machine learning
    IEEE Transactions on Industrial Cyber-Physical Systems 2023.
  • Majid Mohammadi, Ilaria Tiddi, Annette Ten Teije
    A Local Non-Additive Framework for Explaining Black-Box Predictive Models
    ECAI 2023 2023.

2022

  • Majid Mohammadi
    Unified Bayesian Frameworks for Multi-criteria Decision-making.
    CoRR 2022.
  • Majid Mohammadi, Jafar Rezaei
    Identifying Relative Marginal Value Functions for Ranking
    The International Workshop on Best-Worst Method 2022.
  • Indika Kumara, Mohamed Hameez Ariz, Mohan Baruwal Chhetri, Majid Mohammadi, Willem-Jan Van Den Heuvel, Damian A Tamburri
    FOCloud: feature model guided performance prediction and explanation for deployment configurable cloud applications
    IEEE Transactions on Services Computing 2022.
  • Ziaul Haque Munim, Majid Mohammadi, Mohammad Hassan Shakil, Syed Mithun Ali
    Assessing measures implemented by export-oriented RMG firms in an emerging economy during COVID-19
    Computers \& industrial engineering 2022.
  • Jafar Rezaei, Matteo Brunelli, Majid Mohammadi
    Advances in Best-Worst Method
    2022.

2021

  • Edeline Contempr\'e, Zolt\'an Szl\'avik, Majid Mohammadi, Erick Velazquez, Annette ten Teije, Ilaria Tiddi
    Local Explanations for Clinical Search Engine results
    arXiv preprint arXiv:2110.12891 2021.
  • Majid Mohammadi, Jafar Rezaei
    Hierarchical evaluation of criteria and alternatives within BWM: A Monte Carlo approach
    The international workshop on best-worst method 2021.
  • Majid Mohammadi
    A new discrete-time neural network for quadratic programming with general linear constraints
    Neurocomputing 2021.

2020

  • Stefano Dalla Palma, Majid Mohammadi, Dario Di Nucci, Damian A Tamburri
    Singling the Odd Ones Out: A Novelty Detection Approach to Find Defects in Infrastructure-as-Code
    The 4th edition of the International Workshop on Machine Learning Techniques for Software Quality Evolution 2020.
  • Stefano Dalla Palma, Majid Mohammadi, Dario Di Nucci, Damian A Tamburri
    Singling the odd ones out: a novelty detection approach to find defects in infrastructure-as-code
    Proceedings of the 4th ACM SIGSOFT International Workshop on Machine-Learning Techniques for Software-Quality Evaluation 2020.
  • Majid Mohammadi, Wout Hofman, Yao-Hua Tan
    Seamless interoperability in logistics by ontology alignment
    Journal of Supply Chain Management Science 2020.
  • Majid Mohammadi, Amir Ahooye Atashin, Wout Hofman, Yao-Hua Tan
    SANOM results for OAEI 2019
    arXiv preprint arXiv:2006.05219 2020.
  • Majid Mohammadi, Wout Hofman, Yao-Hua Tan
    SANOM-HOBBIT: simulated annealing-based ontology matching on HOBBIT platform
    The Knowledge Engineering Review 2020.
  • Majeed Mohammadi
    Ontology alignment: Simulated annealing-based system, statistical evaluation, and application to logistics interoperability
    2020.
  • Majid Mohammadi, Jafar Rezaei
    Evaluating and comparing ontology alignment systems: an MCDM approach
    Journal of Web Semantics 2020.
  • Majid Mohammadi, Jafar Rezaei
    Ensemble ranking: Aggregation of rankings produced by different multi-criteria decision-making methods
    Omega 2020.
  • Amir Ebrahimi Fard, Majid Mohammadi, Bartel van de Walle
    Detecting rumours in disasters: an imbalanced learning approach
    International conference on computational science 2020.
  • Majid Mohammadi, Jafar Rezaei
    Bayesian best-worst method: A probabilistic group decision making model
    Omega 2020.

2019

  • Majid Mohammadi, Wout Hofman, Yao-Hua Tan
    Simulated annealing-based ontology matching
    ACM Transactions on Management Information Systems (TMIS) 2019.
  • Amir Ebrahimi Fard, Majid Mohammadi, Scott Cunningham, Bartel Van de Walle
    Rumour as an anomaly: rumour detection with one-class classification
    2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) 2019.
  • Majid Mohammadi, S Hamid Mousavi, Sohrab Effati
    Generalized variant support vector machine
    IEEE Transactions on Systems, Man, and Cybernetics: Systems 2019.
  • Amir Ebrahimi Fard, Majid Mohammadi, Yang Chen, Bartel Van de Walle
    Computational rumor detection without non-rumor: A one-class classification approach
    IEEE Transactions on Computational Social Systems 2019.
  • Majid Mohammadi
    Bayesian evaluation and comparison of ontology alignment systems
    IEEE Access 2019.
  • Majid Mohammadi
    A projection neural network for the generalized lasso
    IEEE transactions on neural networks and learning systems 2019.
  • Majid Mohammadi
    A compact neural network for fused lasso signal approximator
    IEEE transactions on cybernetics 2019.

2018

  • Majid Mohammadi, Wout Hofman, Yao-Hua Tan
    SANOM results for OAEI 2018.
    OM@ ISWC 2018.
  • Pavel Shvaiko, J\'er\^ome Euzenat, Ernesto Jim\'enez-Ruiz, Michelle Cheatham, Oktie Hassanzadeh
    Ontology matching: Om-2018: Proceedings of the iswc workshop
    OM 2018-13th ISWC workshop on ontology matching 2018.
  • Ernesto Jim\'enez-Ruiz, Tzanina Saveta, Ondrej Zamazal, Sven Hertling, Michael Roder, Irini Fundulaki, Axel Ngonga Ngomo, Mohamed Sherif, Amina Annane, Zohra Bellahsene, others
    Introducing the HOBBIT platform into the ontology alignment evaluation campaign
    OM 2018-13th International Workshop on Ontology Matching 2018.
  • Majid Mohammadi, Amir Ahooye Atashin, Wout Hofman, Yaohua Tan
    Comparison of ontology alignment systems across single matching task via the McNemar’s test
    Comparison of ontology alignment systems across single matching task via the McNemar's test. ACM Transactions on Knowledge Discovery from Data (TKDD) 2018.
  • Majid Mohammadi, Fahime Farahi
    An Entropy-Regularized Framework for Detecting Copy Number Variants
    IEEE Transactions on Biomedical Engineering 2018.
  • Majid Mohammadi, Amin Mansoori
    A projection neural network for identifying copy number variants
    IEEE journal of biomedical and health informatics 2018.
  • Majid Mohammadi, Yao-Hua Tan, Wout Hofman, S Hamid Mousavi
    A novel one-layer recurrent neural network for the l1-regularized least square problem
    Neurocomputing 2018.
  • Majid Mohammadi, Wout Hofman, Yao-Hua Tan
    A comparative study of ontology matching systems via inferential statistics
    IEEE Transactions on Knowledge and Data Engineering 2018.

2017

  • Majid Mohammadi, Wout Hofman, Yaohua Tan, S Hamid Mousavi
    Solving the L1 regularized least square problem via a box-constrained smooth minimization
    arXiv preprint arXiv:1704.03443 2017.
  • Majid Mohammadi, Amir Ahooye Atashin, Wout Hofman, Yao-Hua Tan
    SANOM results for OAEI 2017.
    OM@ ISWC 2017.
  • Manel Achichi, Michelle Cheatham, Zlatan Dragisic, J\'er\^ome Euzenat, Daniel Faria, Alfio Ferrara, Giorgos Flouris, Irini Fundulaki, Ian Harrow, Valentina Ivanova, others
    Results of the ontology alignment evaluation initiative 2017?
    CEUR Workshop Proceedings 2017.

2016

  • Hossein Sharifi Noghabi, Majid Mohammadi, Yao-Hua Tan
    Robust group fused lasso for multisample copy number variation detection under uncertainty
    IET Systems Biology 2016.
  • Saeid Abbaasi, Majid Mohammadi, Ehsan Shams Davodly
    Robust crowdsourcing-based linear regression
    2016 6th International Conference on Computer and Knowledge Engineering (ICCKE) 2016.
  • Majid Mohammadi, Hossein Sharifi Noghabi, Ghosheh Abed Hodtani, Habib Rajabi Mashhadi
    Robust and stable gene selection via maximum–minimum correntropy criterion
    Genomics 2016.
  • Majid Mohammadi, Wout Hofman, Yao-hua Tan
    Ontology Matching Evaluation: A Statistical Perspective
    OM@ ISWC 2016.
  • Majid Mohammadi, Ghosheh Abed Hodtani
    A robust aCGH data recovery framework based on half quadratic minimization
    Computers in biology and medicine 2016.

2015

  • Hossein Sharifi Noghabi, Majid Mohammadi
    Robust Group Fused Lasso for Multisample CNV Detection under Uncertainty
    bioRxiv 2015.
  • Majid Mohammadi, Hossein Sharifi Noghabi
    Mat-aCGH: a Matlab toolbox for simultaneous multisample aCGH data analysis and visualization
    bioRxiv 2015.
  • Majid Mohammadi, Ghosheh Abed Hodtani, Maryam Yassi
    A robust correntropy-based method for analyzing multisample aCGH data
    Genomics 2015.