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Posts

Future Blog Post

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Blog Post number 4

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Blog Post number 3

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Blog Post number 2

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Blog Post number 1

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portfolio

publications

A robust aCGH data recovery framework based on half quadratic minimization

Published in Computers in biology and medicine, 2016

A robust aCGH data recovery framework based on half quadratic minimization

Recommended citation: Mohammadi, Majid, Hodtani, Ghosheh Abed. A robust aCGH data recovery framework based on half quadratic minimization. Computers in biology and medicine 2016.

Robust and stable gene selection via maximum–minimum correntropy criterion

Published in Genomics, 2016

Robust and stable gene selection via maximum–minimum correntropy criterion

Recommended citation: Mohammadi, Majid, Noghabi, Hossein Sharifi, Hodtani, Ghosheh Abed, Mashhadi, Habib Rajabi. Robust and stable gene selection via maximum--minimum correntropy criterion. Genomics 2016.

Robust crowdsourcing-based linear regression

Published in 2016 6th International Conference on Computer and Knowledge Engineering (ICCKE), 2016

Robust crowdsourcing-based linear regression

Recommended citation: Abbaasi, Saeid, Mohammadi, Majid, Davodly, Ehsan Shams. Robust crowdsourcing-based linear regression. 2016 6th International Conference on Computer and Knowledge Engineering (ICCKE) 2016.

Results of the ontology alignment evaluation initiative 2017?

Published in CEUR Workshop Proceedings, 2017

Results of the ontology alignment evaluation initiative 2017?

Recommended citation: Achichi, Manel, Cheatham, Michelle, Dragisic, Zlatan, Euzenat, J{\'e}r{\^o}me, Faria, Daniel, Ferrara, Alfio, Flouris, Giorgos, Fundulaki, Irini, Harrow, Ian, Ivanova, Valentina, others. Results of the ontology alignment evaluation initiative 2017?. CEUR Workshop Proceedings 2017.

SANOM results for OAEI 2017.

Published in OM@ ISWC, 2017

SANOM results for OAEI 2017.

Recommended citation: Mohammadi, Majid, Atashin, Amir Ahooye, Hofman, Wout, Tan, Yao-Hua. SANOM results for OAEI 2017.. OM@ ISWC 2017.

A comparative study of ontology matching systems via inferential statistics

Published in IEEE Transactions on Knowledge and Data Engineering, 2018

A comparative study of ontology matching systems via inferential statistics

Recommended citation: Mohammadi, Majid, Hofman, Wout, Tan, Yao-Hua. A comparative study of ontology matching systems via inferential statistics. IEEE Transactions on Knowledge and Data Engineering 2018.

A projection neural network for identifying copy number variants

Published in IEEE journal of biomedical and health informatics, 2018

A projection neural network for identifying copy number variants

Recommended citation: Mohammadi, Majid, Mansoori, Amin. A projection neural network for identifying copy number variants. IEEE journal of biomedical and health informatics 2018.

An Entropy-Regularized Framework for Detecting Copy Number Variants

Published in IEEE Transactions on Biomedical Engineering, 2018

An Entropy-Regularized Framework for Detecting Copy Number Variants

Recommended citation: Mohammadi, Majid, Farahi, Fahime. An Entropy-Regularized Framework for Detecting Copy Number Variants. IEEE Transactions on Biomedical Engineering 2018.

Comparison of ontology alignment systems across single matching task via the McNemar’s test

Published in ACM Transactions on Knowledge Discovery from Data (TKDD), 2018

Comparison of ontology alignment systems across single matching task via the McNemar’s test

Recommended citation: Mohammadi, Majid, Atashin, Amir Ahooye, Hofman, Wout, Tan, Yaohua. Comparison of ontology alignment systems across single matching task via the McNemar’s test. ACM Transactions on Knowledge Discovery from Data (TKDD) 2018.

Introducing the HOBBIT platform into the ontology alignment evaluation campaign

Published in OM 2018-13th International Workshop on Ontology Matching, 2018

Introducing the HOBBIT platform into the ontology alignment evaluation campaign

Recommended citation: Jim{\'e}nez-Ruiz, Ernesto, Saveta, Tzanina, Zamazal, Ondrej, Hertling, Sven, Roder, Michael, Fundulaki, Irini, Ngomo, Axel Ngonga, Sherif, Mohamed, Annane, Amina, Bellahsene, Zohra, others. Introducing the HOBBIT platform into the ontology alignment evaluation campaign. OM 2018-13th International Workshop on Ontology Matching 2018.

Ontology matching: Om-2018: Proceedings of the iswc workshop

Published in OM 2018-13th ISWC workshop on ontology matching, 2018

Ontology matching: Om-2018: Proceedings of the iswc workshop

Recommended citation: Shvaiko, Pavel, Euzenat, J{\'e}r{\^o}me, Jim{\'e}nez-Ruiz, Ernesto, Cheatham, Michelle, Hassanzadeh, Oktie. Ontology matching: Om-2018: Proceedings of the iswc workshop. OM 2018-13th ISWC workshop on ontology matching 2018.

SANOM results for OAEI 2018.

Published in OM@ ISWC, 2018

SANOM results for OAEI 2018.

Recommended citation: Mohammadi, Majid, Hofman, Wout, Tan, Yao-Hua. SANOM results for OAEI 2018.. OM@ ISWC 2018.

A compact neural network for fused lasso signal approximator

Published in IEEE transactions on cybernetics, 2019

A compact neural network for fused lasso signal approximator

Recommended citation: Mohammadi, Majid. A compact neural network for fused lasso signal approximator. IEEE transactions on cybernetics 2019.

A projection neural network for the generalized lasso

Published in IEEE transactions on neural networks and learning systems, 2019

A projection neural network for the generalized lasso

Recommended citation: Mohammadi, Majid. A projection neural network for the generalized lasso. IEEE transactions on neural networks and learning systems 2019.

Computational rumor detection without non-rumor: A one-class classification approach

Published in IEEE Transactions on Computational Social Systems, 2019

Computational rumor detection without non-rumor: A one-class classification approach

Recommended citation: Fard, Amir Ebrahimi, Mohammadi, Majid, Chen, Yang, Van de Walle, Bartel. Computational rumor detection without non-rumor: A one-class classification approach. IEEE Transactions on Computational Social Systems 2019.

Generalized variant support vector machine

Published in IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019

Generalized variant support vector machine

Recommended citation: Mohammadi, Majid, Mousavi, S Hamid, Effati, Sohrab. Generalized variant support vector machine. IEEE Transactions on Systems, Man, and Cybernetics: Systems 2019.

Rumour as an anomaly: rumour detection with one-class classification

Published in 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), 2019

Rumour as an anomaly: rumour detection with one-class classification

Recommended citation: Fard, Amir Ebrahimi, Mohammadi, Majid, Cunningham, Scott, Van de Walle, Bartel. Rumour as an anomaly: rumour detection with one-class classification. 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) 2019.

Simulated annealing-based ontology matching

Published in ACM Transactions on Management Information Systems (TMIS), 2019

Simulated annealing-based ontology matching

Recommended citation: Mohammadi, Majid, Hofman, Wout, Tan, Yao-Hua. Simulated annealing-based ontology matching. ACM Transactions on Management Information Systems (TMIS) 2019.

Detecting rumours in disasters: an imbalanced learning approach

Published in International conference on computational science, 2020

Detecting rumours in disasters: an imbalanced learning approach

Recommended citation: Fard, Amir Ebrahimi, Mohammadi, Majid, de Walle, Bartel van. Detecting rumours in disasters: an imbalanced learning approach. International conference on computational science 2020.

SANOM-HOBBIT: simulated annealing-based ontology matching on HOBBIT platform

Published in The Knowledge Engineering Review, 2020

SANOM-HOBBIT: simulated annealing-based ontology matching on HOBBIT platform

Recommended citation: Mohammadi, Majid, Hofman, Wout, Tan, Yao-Hua. SANOM-HOBBIT: simulated annealing-based ontology matching on HOBBIT platform. The Knowledge Engineering Review 2020.

SANOM results for OAEI 2019

Published in arXiv preprint arXiv:2006.05219, 2020

SANOM results for OAEI 2019

Recommended citation: Mohammadi, Majid, Atashin, Amir Ahooye, Hofman, Wout, Tan, Yao-Hua. SANOM results for OAEI 2019. arXiv preprint arXiv:2006.05219 2020.

Seamless interoperability in logistics by ontology alignment

Published in Journal of Supply Chain Management Science, 2020

Seamless interoperability in logistics by ontology alignment

Recommended citation: Mohammadi, Majid, Hofman, Wout, Tan, Yao-Hua. Seamless interoperability in logistics by ontology alignment. Journal of Supply Chain Management Science 2020.

Singling the odd ones out: a novelty detection approach to find defects in infrastructure-as-code

Published in Proceedings of the 4th ACM SIGSOFT International Workshop on Machine-Learning Techniques for Software-Quality Evaluation, 2020

Singling the odd ones out: a novelty detection approach to find defects in infrastructure-as-code

Recommended citation: Palma, Stefano Dalla, Mohammadi, Majid, Di Nucci, Dario, Tamburri, Damian A. 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.

Singling the Odd Ones Out: A Novelty Detection Approach to Find Defects in Infrastructure-as-Code

Published in The 4th edition of the International Workshop on Machine Learning Techniques for Software Quality Evolution, 2020

Singling the Odd Ones Out: A Novelty Detection Approach to Find Defects in Infrastructure-as-Code

Recommended citation: Dalla Palma, Stefano, Mohammadi, Majid, Di Nucci, Dario, Tamburri, Damian A. 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.

Local Explanations for Clinical Search Engine results

Published in arXiv preprint arXiv:2110.12891, 2021

Local Explanations for Clinical Search Engine results

Recommended citation: Contempr{\'e}, Edeline, Szl{\'a}vik, Zolt{\'a}n, Mohammadi, Majid, Velazquez, Erick, Teije, Annette ten, Tiddi, Ilaria. Local Explanations for Clinical Search Engine results. arXiv preprint arXiv:2110.12891 2021.

Advances in Best-Worst Method

Published in , 2022

Advances in Best-Worst Method

Recommended citation: Rezaei, Jafar, Brunelli, Matteo, Mohammadi, Majid. Advances in Best-Worst Method. 2022.

Assessing measures implemented by export-oriented RMG firms in an emerging economy during COVID-19

Published in Computers \& industrial engineering, 2022

Assessing measures implemented by export-oriented RMG firms in an emerging economy during COVID-19

Recommended citation: Munim, Ziaul Haque, Mohammadi, Majid, Shakil, Mohammad Hassan, Ali, Syed Mithun. Assessing measures implemented by export-oriented RMG firms in an emerging economy during COVID-19. Computers \& industrial engineering 2022.

FOCloud: feature model guided performance prediction and explanation for deployment configurable cloud applications

Published in IEEE Transactions on Services Computing, 2022

FOCloud: feature model guided performance prediction and explanation for deployment configurable cloud applications

Recommended citation: Kumara, Indika, Ariz, Mohamed Hameez, Chhetri, Mohan Baruwal, Mohammadi, Majid, Van Den Heuvel, Willem-Jan, Tamburri, Damian A. FOCloud: feature model guided performance prediction and explanation for deployment configurable cloud applications. IEEE Transactions on Services Computing 2022.

Identifying Relative Marginal Value Functions for Ranking

Published in The International Workshop on Best-Worst Method, 2022

Identifying Relative Marginal Value Functions for Ranking

Recommended citation: Mohammadi, Majid, Rezaei, Jafar. Identifying Relative Marginal Value Functions for Ranking. The International Workshop on Best-Worst Method 2022.

Bayesian meta-analysis of software defect prediction with machine learning

Published in IEEE Transactions on Industrial Cyber-Physical Systems, 2023

Bayesian meta-analysis of software defect prediction with machine learning

Recommended citation: Mohammadi, Majid, Di Nucci, Dario, Tamburri, Damian A. Bayesian meta-analysis of software defect prediction with machine learning. IEEE Transactions on Industrial Cyber-Physical Systems 2023.

Knowledge graph embeddings using neural ito process: From multiple walks to stochastic trajectories

Published in Findings of the Association for Computational Linguistics: ACL 2023, 2023

Knowledge graph embeddings using neural ito process: From multiple walks to stochastic trajectories

Recommended citation: Nayyeri, Mojtaba, Xiong, Bo, Mohammadi, Majid, Akter, Mst Mahfuja, Alam, Mirza Mohtashim, Lehmann, Jens, Staab, Steffen. Knowledge graph embeddings using neural ito process: From multiple walks to stochastic trajectories. Findings of the Association for Computational Linguistics: ACL 2023 2023.

Probabilistic group decision-making using BWT

Published in The International Workshop on Best-Worst Method, 2023

Probabilistic group decision-making using BWT

Recommended citation: Mohammadi, Majid, Liang, Fuqi, Brunelli, Matteo, Rezaei, Jafar. Probabilistic group decision-making using BWT. The International Workshop on Best-Worst Method 2023.

Supervised Machine Learning in a Nutshell

Published in Data Science for Entrepreneurship: Principles and Methods for Data Engineering, Analytics, Entrepreneurship, and the Society, 2023

Supervised Machine Learning in a Nutshell

Recommended citation: Mohammadi, Majid, Di Nucci, Dario. Supervised Machine Learning in a Nutshell. Data Science for Entrepreneurship: Principles and Methods for Data Engineering, Analytics, Entrepreneurship, and the Society 2023.

Unveiling and unraveling aggregation and dispersion fallacies in group MCDM

Published in Group Decision and Negotiation, 2023

Unveiling and unraveling aggregation and dispersion fallacies in group MCDM

Recommended citation: Mohammadi, Majid, Tamburri, Damian A, Rezaei, Jafar. Unveiling and unraveling aggregation and dispersion fallacies in group MCDM. Group Decision and Negotiation 2023.

Cage: Causality-aware shapley value for global explanations

Published in World Conference on Explainable Artificial Intelligence, 2024

Cage: Causality-aware shapley value for global explanations

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

Computing Exact Shapley Values in Polynomial Time for Product-Kernel Methods

Published in arXiv preprint arXiv:2505.16516, 2025

Computing Exact Shapley Values in Polynomial Time for Product-Kernel Methods

Recommended citation: Mohammadi, Majid, Chau, Siu Lun, Muandet, Krikamol. Computing Exact Shapley Values in Polynomial Time for Product-Kernel Methods. arXiv preprint arXiv:2505.16516 2025.

Cross-linking clinical practice guidelines for multimorbidity

Published in Informatics in Medicine Unlocked, 2025

Cross-linking clinical practice guidelines for multimorbidity

Recommended citation: Mohammadi, Majid, ten Teije, Annette, Christen, Tim, de Groot, Janke, Verhoeff, Marlies. Cross-linking clinical practice guidelines for multimorbidity. Informatics in Medicine Unlocked 2025.

Fostering sustainable urban mobility via stakeholder engagement: A novel analytic hierarchy process and half-quadratic programming

Published in Research in Transportation Business \& Management, 2025

Fostering sustainable urban mobility via stakeholder engagement: A novel analytic hierarchy process and half-quadratic programming

Recommended citation: Moslem, Sarbast, Mohammadi, Majid, Ismael, Karzan, Esztergar-Kiss, Domokos. Fostering sustainable urban mobility via stakeholder engagement: A novel analytic hierarchy process and half-quadratic programming. Research in Transportation Business \& Management 2025.

Hierarchical Conformal Classification

Published in arXiv preprint arXiv:2508.13288, 2025

Hierarchical Conformal Classification

Recommended citation: Hengst, Floris den, Blin, Ines, Mohammadi, Majid, Shah, Syed Ihtesham Hussain, Younesian, Taraneh. Hierarchical Conformal Classification. arXiv preprint arXiv:2508.13288 2025.

Recursive Self-Similarity in Deep Weight Spaces of Neural Architectures: A Fractal and Coarse Geometry Perspective

Published in arXiv preprint arXiv:2503.14298, 2025

Recursive Self-Similarity in Deep Weight Spaces of Neural Architectures: A Fractal and Coarse Geometry Perspective

Recommended citation: Moharil, Ambarish, Kumara, Indika, Tamburri, Damian Andrew, Mohammadi, Majid, Heuvel, Willem-Jan van den. Recursive Self-Similarity in Deep Weight Spaces of Neural Architectures: A Fractal and Coarse Geometry Perspective. arXiv preprint arXiv:2503.14298 2025.

Support Vector-based Estimation of Multilinear Games for Feature Selection and Explanation

Published in Proceedings of the AAAI Conference on Artificial Intelligence, 2025

Support Vector-based Estimation of Multilinear Games for Feature Selection and Explanation

Recommended citation: Mohammadi, Majid, Tiddi, Ilaria, Ten Teije, Annette. Support Vector-based Estimation of Multilinear Games for Feature Selection and Explanation. Proceedings of the AAAI Conference on Artificial Intelligence 2025.

Unlocking the game: Estimating games in Möbius representation for explanation and high-order interaction detection

Published in Proceedings of the AAAI Conference on Artificial Intelligence, 2025

Unlocking the game: Estimating games in Möbius representation for explanation and high-order interaction detection

Recommended citation: Mohammadi, Majid, Tiddi, Ilaria, Ten Teije, Annette. Unlocking the game: Estimating games in Möbius representation for explanation and high-order interaction detection. Proceedings of the AAAI Conference on Artificial Intelligence 2025.

Exact shapley attributions in quadratic-time for fanova gaussian processes

Published in Proceedings of the AAAI Conference on Artificial Intelligence, 2026

Exact shapley attributions in quadratic-time for fanova gaussian processes

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

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