Journal (Peer-Reviewed) "Security-enhanced firmware management scheme for smart home IoT devices using distributed ledger technologies"
Anushka Wijesundara, Joong-Sun Lee, Dara Tith, Eleni Aloupogianni, Hiroyuki Suzuki and Takashi Obi,
International Journal of Information Technology, 7 March 2024. Published by Springer. DOI: 10.1007/s10207-024-00827-x.
Conference Proceedings "Network Slicing for Beyond 5G Networks using Machine Learning"
Eleni Aloupogianni, Charalampos Karyotis, Tomasz Maniak, Rahat Iqbal, Nikos Passas, Zoran Vujicic and Faiyaz Doctor,
Vol. XX, XX-XX, 2024.
,Special issue for the The 24th IEEE/ACM international Symposium on Cluster, Cloud and Internet Computing (CCGRID), Philadelphia, United States, May 6-9, 2024. Presented at the International Workshop on Cloud Computing in the 6G Era: Emerging Trends and Challenges (Cloud6G). Published by IEEE.
Conference Proceedings "AI-Driven Optimization of Small Cell Deployment for Beyond 5G
Networks"
Eleni Aloupogianni, Charalampos Karyotis, Tomasz Maniak, Rahat Iqbal, Nikos Passas, Faiyaz Doctor and Zoran Vujicic,
Procedia Computer Science, Vol. XX, XX-XX, 2024
. Special issue for the The 15th International Conference on Ambient Systems, Networks and Technologies (ANT), Hasselt, Belgium, April 23-25, 2024. Presented at the International Workshop on Future Networking Horizons: Unveiling the Synergy Between Metaverse and 6G (FNH). Published by Elsevier.
International Workshop "A Digital Twin Architecture For Intelligent Traffic Management based on Artificial Intelligence"
Eleni Aloupogianni, Faiyaz Doctor, Charalampos Karyotis, Tomasz Maniak, and Rahat Iqbal,
Ambient Intelligence and Smart Environments Series, Vol. XX, XX-XX, 2024
. Presented at the 4th International Workshop on Artificial intelligence and machine learning for Emerging Topics (ALLEGET 2024), co-located event in the 20th International Conference on Intelligent Environments (IE'24), 17-20 June 2024, Ljubljana, Slovenia. Published by IOS Press.
International Conference "An AI-based Digital Twin Framework for Intelligent Traffic Management in Singapore"
Eleni Aloupogianni, Faiyaz Doctor, Charalampos Karyotis, Tomasz Maniak, Raymond Tang, and Rahat Iqbal. Presented at the 4th International Conference on Electrical, Computer and Energy Technologies (ICECET 2024), 25-27 July, Sydney, Australia. Published by IEEE.
Domestic Conference "Exploratory Data Analysis on Hyper-spectral Images of Pigmented Skin Lesions"
Eleni Aloupogianni, Takaya Ichimura, Mei Hamada, Takuo Murakami, Atsushi Sasaki, Koichiro Nakamura, Masahiro Ishikawa, Naoki Kobayashi, Takashi Obi, In: The 41st JAMIT Annual Meeting Nagoya, Japan, 29-31 Jul. 2022, pp. 146-147. Published by The Japanese Society of Medical
Imaging Technology (JAMIT).
Journal (Peer-Reviewed) "Hyperspectral and multispectral image processing for gross-level tumor detection in skin lesions: a systematic review"
Eleni Aloupogianni, Masahiro Ishikawa, Naoki Kobayashi, Takashi Obi,
Journal of Biomedical Optics, Vol. 27, No. 6, 060901, 2022. Published by the Society of Photographic Instrumentation Engineers (SPIE). DOI: 10.1117/1.JBO.27.6.060901.
International Conference (Peer-Reviewed) "Effect of
formalin fixing on chromophore saliency maps derived from
multi-spectral macropathology skin images"
Eleni Aloupogianni, Hiroyuki Suzuki, Takaya Ichimura, Atsushi
Sasaki, Hiroto Yanagisawa, Tetsuya Tsuchida, Masahiro Ishikawa,
Naoki Kobayashi, Takashi Obi, In:
Proceedings of SPIE Medical Imaging 2021: Digital Pathology,
Online Only, United States, Vol. 11603, 15-18 Feb. 2021. DOI: 10.1117/12.2581926.
International Conference (Refereed) "Binary
Malignancy Classification of Skin Tissue using Reflectance and
Texture Features from Macropathology Multi-Spectral Images"
Takashi Obi, Eleni Aloupogianni, Hiroyuki Suzuki, Takaya Ichimura,
Atsushi Sasaki, Hiroto Yanagisawa, Tetsuya Tsuchida, Masahiro
Ishikawa, Naoki Kobayashi, In:
International Joint Symposium 2020 The 15th International
Workshop on Biomaterials in Interface Science and The 11th
Symposium on Innovative Dental-Engineering Alliance
(IDEA), Online only, 14-15 Dec. 2020.
Journal (Peer-Reviewed) "Binary Malignancy
Classification of Skin Tissue using Reflectance and Texture
Features from Macropathology Multi-Spectral Images"
Eleni Aloupogianni, Hiroyuki Suzuki, Takaya Ichimura, Atsushi
Sasaki, Hiroto Yanagisawa, Tetsuya Tsuchida, Masahiro Ishikawa,
Naoki Kobayashi, Takashi Obi,
IIEEJ Transactions on Image Electronics and Visual
Computing, Vol. 7, No. 2, Dec. 2019. Published by The Institute of Image
Electronics Engineers of Japan (IIEEJ). DOI: 10.11371/tievciieej.7.2_58.
International Conference (Peer-Reviewed) "Binary
Malignancy Classification of Skin Tissue using Reflectance and
Texture Features from Macropathology Multi-Spectral Images"
Eleni Aloupogianni, Hiroyuki Suzuki, Takaya Ichimura, Atsushi
Sasaki, Hiroto Yanagisawa, Tetsuya Tsuchida, Masahiro Ishikawa,
Naoki Kobayashi, Takashi Obi, In:
The 6th IIEEJ International Conference on Image Electronics and
Visual Computing (IEVC 2019), Bali Indonesia, 21-24 Aug. 2019, pp.645-647. Published by The Institute of Image
Electronics Engineers of Japan (IIEEJ).
Domestic Conference "Binary Malignancy
Classification of Skin Tissue using Reconstructed Reflectance from
Macropathology Multi-Spectral Images"
Eleni Aloupogianni, Hiroyuki Suzuki, Takaya Ichimura, Atsushi
Sasaki, Hiroto Yanagisawa, Tetsuya Tsuchida, Masahiro Ishikawa,
Naoki Kobayashi, Takashi Obi, In:
The 38th JAMIT Annual Meeting Nara, Japan, 24-26 Jul.
2019, pp. 645-647.Published by The Japanese Society of Medical
Imaging Technology (JAMIT).
Doctoral Thesis, Doctor of Philosophy in Human Centered Science and Biomedical Engineering
"Hyperspectral Imaging and Analysis for the Diagnosis of Pigmented Skin Lesions during Gross Pathology", Tokyo Institute of Technology, Japan, Jul. 2022
under the supervision of Associate Professor Takashi Obi.
Diploma Thesis, Joint Bachelor of Science & Master of
Science in Electrical and Computer Engineering
"Εφαρμογή του καμπυλωτού (Curvelet) μετασχηματισμού σε εικόνες
υπερήχου καρωτίδας: Εξαγωγή στατιστικών χαρακτηριστικών δεύτερης
τάξης και η παθοφυσιολογική τους σημασία",
National Technical University of Athens, Greece,
Oct. 2016.
Alt. "Application of the Curvelet Transform on Ultrasound Images
of the Carotid Artery; Curvelet-based Feature Extraction and their
Physical Meaning"
under the supervision of Professor Konstantina Nikita (National
Technical University of Athens), additional supervision by
Spyretta Golemati (National Kapodistrian University of Athens)