Organization
School of Computing Assistant Professor
Title
Assistant Professor
External link
BERJAB NESRINE
Degree
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PhD ( 2022.12 Tokyo Institute of Technology )
Research Interests
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IoT
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Data Engineering
Research Areas
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Informatics / Information security
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Informatics / Computer system
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Informatics / Database
Education
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Tokyo Institute of Technology School of Computing Computer Science
2019.4 - 2022.12
Country： Japan
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Tokyo Institute of Technology School of Computing Computer science
2017.4 - 2019.3
Country： Japan
Professional Memberships
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ACM
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THE DATABASE SOCIETY OF JAPAN
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IEEE
Papers
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Dynamic Trust-Weighted Federated Learning with Gradient-Based Time-Series Anomaly Detection for Robust Model Updates Reviewed
Nesrine Berjab
DEIM2025 17th Forum on Data Engineering and Information Management (23rd Annual Conference of the Database Society of Japan) 2025.4
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Semantic-Driven Anomaly Analysis and Root Cause Identification in Heterogeneous Sensor Data Reviewed
Nesrine Berjab
DEIM2025 17th Forum on Data Engineering and Information Management (23rd Annual Conference of the Database Society of Japan) 2025.4
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A remote partial-reconfigurable SoC with a RISC-V soft processor targeting low-end FPGAs. Reviewed International journal
Yuji Yamada, Nesrine Berjab, Tomohiro Yoneda, Kenji Kise
2023 IEEE 16th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) 31 - 37 2024.1
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Trust Assessment Model Based on a Hierarchical Decision-Making Process in IoT Sensor Networks. Reviewed International journal
Nesrine Berjab, Hieu Hanh Le, Haruo Yokota
18th European Dependable Computing Conference(EDCC) 33 - 40 2022.11
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Recovering Missing Data via Top-k Repeated Patterns for Fuzzy-Based Abnormal Node Detection in Sensor Networks Reviewed International journal
Nesrine Berjab, Hieu Hanh Le, Haruo Yokota
IEEE Access 10 61046 - 61064 2022.6
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A Spatiotemporal and Multivariate Attribute Correlation Extraction Scheme for Detecting Abnormal Nodes in WSNs Invited Reviewed International journal
Nesrine Berjab, Hieu Hanh Le, Haruo Yokota
IEEE Access 9 135266 - 135284 2021.9
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Centralized Trust Scheme for Cluster Routing of Wireless Sensor Networks. Reviewed International journal
Yunfan Li, Nesrine Berjab, Hieu Hanh Le, Haruo Yokota
2019 IEEE International Conference on Big Data (IEEE BigData) 5239 - 5248 2020.2
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Abnormal-Node Detection Based on Spatio-Temporal and Multivariate-Attribute Correlation in Wireless Sensor Networks. Reviewed International coauthorship International journal
Nesrine Berjab, Hieu Hanh Le, Chia-Mu Yu, Sy-Yen Kuo, Haruo Yokota
2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech) 568 - 575 2018.10
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Hierarchical Abnormal-Node Detection Using Fuzzy Logic for ECA Rule-Based Wireless Sensor Networks. Reviewed International coauthorship International journal
Nesrine Berjab, Hieu Hanh Le, Chia-Mu Yu, Sy-Yen Kuo, Haruo Yokota
23rd IEEE Pacific Rim International Symposium on Dependable Computing(PRDC) 289 - 298 2018