M. Moradi, M. Samwald, "Explaining Black-box Models for Biomedical Text Classification," IEEE Journal of Biomedical and Health Informatics, In Press, 2021. https://doi.org/10.1109/JBHI.2021.3056748
M. Moradi, M. Samwald, "Post-hoc explanation of black-box classifiers using confident itemsets," Expert Systems with Applications, vol. 165, p. 113941, 2021. https://doi.org/10.1016/j.eswa.2020.113941
M. Moradi, M. Dashti, M. Samwald, "Summarization of biomedical articles using domain-specific word embeddings and graph ranking," Journal of Biomedical Informatics, vol. 107, p. 103452, 2020. https://doi.org/10.1016/j.jbi.2020.103452
M. Moradi, G. Dorffner, M. Samwald, "Deep contextualized embeddings for quantifying the informative content in biomedical text summarization," Computer Methods and Programs in Biomedicine, vol. 184, p. 105117, 2020. https://doi.org/10.1016/j.cmpb.2019.105117
M. Moradi, "CIBS: A biomedical text summarizer using topic-based sentence clustering," Journal of Biomedical Informatics, vol. 88, p. 53-61, 2018. https://doi.org/10.1016/j.jbi.2018.11.006
M. Moradi, N. Ghadiri, "Different approaches for identifying important concepts in probabilistic biomedical text summarization," Artificial Intelligence in Medicine, vol. 84, p. 101-116, 2018. https://doi.org/10.1016/j.artmed.2017.11.004
M. Moradi, N. Ghadiri, "Quantifying the informativeness for biomedical literature summarization: An itemset mining method," Computer methods and Programs in Biomedicine, vol. 146, p. 77-89, 2017. https://doi.org/10.1016/j.cmpb.2017.05.011
M. Moradi, "Frequent Itemsets as Meaningful Events in Graphs for Summarizing Biomedical Texts," 2018 8th International Conference on Computer and Knowledge Engineering (ICCKE), p. 135-140, 2018. https://doi.org/10.1109/ICCKE.2018.8566651
M. Moradi, "A centralized reinforcement learning method for multi-agent job scheduling in Grid," 2016 6th International Conference on Computer and Knowledge Engineering (ICCKE), p. 171-176, 2016. https://doi.org/10.1109/ICCKE.2016.7802135
S. H. Aboutorabi, M. Rezapour, M. Moradi, N. Ghadiri, "Performance evaluation of SQL and MongoDB databases for big e-commerce data," 2015 International Symposium on Computer Science and Software Engineering (CSSE), p. 1-7, 2015. https://doi.org/10.1109/CSICSSE.2015.7369245
M. Moradi, "Concept-based single- and multi-document biomedical text summarization," MSc Thesis, Department of Electrical and Computer Engineering, Isfahan University of Technology, 2017.
K. Blagec, G. Dorffner, M. Moradi, M. Samwald, "A critical analysis of metrics used for measuring progress in artificial intelligence," 2020. https://arxiv.org/abs/2008.02577v1
M. Moradi, M. Samwald, "Clustering of Deep Contextualized Representations for Summarization of Biomedical Texts," 2019. https://arxiv.org/abs/1908.02286v2
M. Moradi, N. Ghadiri, "Text Summarization in the Biomedical Domain," 2019. https://arxiv.org/abs/1908.02285v1
M. Moradi, "Small-world networks for summarization of biomedical articles," 2019. https://arxiv.org/abs/1903.02861v1