Hamideh Hajiabadi, M.Sc.
- Researcher
- Room: 334
CS 50.34 - Phone: +49 721 608-45981
- hamideh hajiabadi ∂does-not-exist.kit edu
Chair Prof. Koziolek
KASTEL - Institute of Information Security and Dependability
Karlsruhe Institute of Technology (KIT)
Am Fasanengarten 5
76131 Karlsruhe, Germany
Publications
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2024
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Journal ArticlesA data-driven active learning approach to reusing ML solutions in scientific applications
Hajiabadi, H.; Gerking, C.; Hilbert, L.; Koziolek, A.
2024. Journal of Systems and Software, 211, Article no: 111986. doi:10.1016/j.jss.2024.111986
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2022
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Journal ArticlesDeep-learning microscopy image reconstruction with quality control reveals second-scale rearrangements in RNA polymerase II clusters
Hajiabadi, H.; Mamontova, I.; Prizak, R.; Pancholi, A.; Koziolek, A.; Hilbert, L.
2022. (K. E. Nelson, Ed.) PNAS Nexus, 1 (3), 1–12. doi:10.1093/pnasnexus/pgac065 -
Conference PapersEasing the Reuse of ML Solutions by Interactive Clustering-based Autotuning in Scientific Applications
Hajiabadi, H.; Hilbert, L.; Koziolek, A.
2022. 2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA) : Aug. 31th – Sept. 2nd, 2022, ExpoMeloneras, Maspalomas, Gran Canaria, Spain, 5–12, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SEAA56994.2022.00011Toward Awareness Creation of Common Challenges Women are Facing in Academia: A Study from a German Perspective
Corallo, S.; Mazkatli, M.; Rapp, M.; Hajiabadi, H.; Kaplan, A.; Kuehn, R.; Schmid, L.; Singh, S.
2022. Software Architecture – 15th European Conference, ECSA 2021 Tracks and Workshops; Växjö, Sweden, September 13–17, 2021, Revised Selected Papers. Ed.: P. Scandurra, 47–62, Springer International Publishing. doi:10.1007/978-3-031-15116-3_3
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2021
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Book ChaptersApplying Machine Learning for Integration of Multi-Modal Genomics Data and Imaging Data to Quantify Heterogeneity in Tumour Tissues
Tan, X.; Su, A. T.; Hajiabadi, H.; Tran, M.; Nguyen, Q.
2021. Artificial Neural Networks / edited by Hugh Cartwright. Ed.: H. Cartwright, 209–228, Humana Press. doi:10.1007/978-1-0716-0826-5_10 -
PostersTowards Managing and Organizing Research Activities
Kaplan, A.; Rapp, M.; Ananieva, S.; Hajiabadi, H.; Kühn, R.; Mazkatli, M.; Schmid, L.; Singh, S.
2021. 8th ACM Celebration of Women in Computing: womENcourage (2021), Online, September 22–24, 2021
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2020
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Journal ArticlesCombination of loss functions for deep text classification
Hajiabadi, H.; Molla-Aliod, D.; Monsefi, R.; Yazdi, H. S.
2020. International Journal of Machine Learning and Cybernetics, 11 (4), 751–761. doi:10.1007/s13042-019-00982-xRobust metric learning based on the rescaled hinge loss
Al-Obaidi, S. A. R.; Zabihzadeh, D.; Hajiabadi, H.
2020. International Journal of Machine Learning and Cybernetics, 11 (11), 2515–2528. doi:10.1007/s13042-020-01137-zCombination of loss functions for robust breast cancer prediction
Hajiabadi, H.; Babaiyan, V.; Zabihzadeh, D.; Hajiabadi, M.
2020. Computers & Electrical Engineering, 84, Art.-Nr.: 106624. doi:10.1016/j.compeleceng.2020.106624
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2019
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Journal Articlesrelf: robust regression extended with ensemble loss function
Hajiabadi, H.; Monsefi, R.; Yazdi, H. S.
2019. Applied Intelligence, 49 (4), 1437–1450. doi:10.1007/s10489-018-1341-9 -
Conference PapersLayered Geometric Learning
Hajiabadi, H.; Godaz, R.; Ghasemi, M.; Monsefi, R.
2019. Artificial intelligence and soft computing : 18th international conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019 : proceedings. Part 1. Hrsg.: L. Rutkowski, 571–582, Springer International Publishing. doi:10.1007/978-3-030-20912-4_52
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2017
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Conference PapersOn Extending Neural Networks with Loss Ensembles for Text Classification
Hajiabadi, H.; Molla-Alliod, D.; Monsefi, R.
2017. Australasian Language Technology Association Workshop 2017 Proceedings of the Workshop : 6–8 December 2017, Queensland University of Technology, Brisbane, Australia. Ed.: J. S.-M. Wong, 98–102, Australasian Language Technology Association (ALTA)
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2011
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Conference PapersAn automated model based approach to test web application using ontology
Hajiabadi, H.; Kahani, M.
2011. 2011 IEEE Conference on Open Systems, Langkawi, Malaysia, 25-28 September 2011, 348–353, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICOS.2011.6079282
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