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Michael Vasilakakis
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2020 – today
- 2024
- [i1]Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis:
Intuitionistic Fuzzy Cognitive Maps for Interpretable Image Classification. CoRR abs/2408.03745 (2024) - 2023
- [j4]Michael D. Vasilakakis, Dimitris K. Iakovidis:
Fuzzy similarity phrases for interpretable data classification. Inf. Sci. 624: 881-907 (2023) - [c15]Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis:
Towards the Interpretation of Multi-Label Image Classification Using Transformers and Fuzzy Cognitive Maps. FUZZ 2023: 1-7 - [c14]Georgia Sovatzidi
, Michael Vasilakakis
Automatic Fuzzy Cognitive Maps for Explainable Image-based Pneumonia Detection. PCI 2023: 74-78 - 2022
- [c13]Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis:
Fuzzy Cognitive Maps for Interpretable Image-based Classification. FUZZ-IEEE 2022: 1-6 - [c12]Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis:
Automatic Fuzzy Graph Construction For Interpretable Image Classification. ICIP 2022: 3743-3747 - [c11]Theodoros Psallidas, Michael D. Vasilakakis, Evaggelos Spyrou, Dimitris K. Iakovidis:
Multimodal Video Summarization based on Fuzzy Similarity Features. IVMSP 2022: 1-5 - [c10]Georgia Sovatzidi
IF3: An Interpretable Feature Fusion Framework for Lesion Risk Assessment Based on Auto-constructed Fuzzy Cognitive Maps. CaPTion@MICCAI 2022: 77-86 - [c9]Georgia Sovatzidi, Michael Vasilakakis, Dimitris K. Iakovidis:
Constructive Fuzzy Cognitive Map for Depression Severity Estimation. MIE 2022: 485-489 - [c8]Alexandros Mitsou, Dimitra-Christina C. Koutsiou, Dimitrios E. Diamantis, Theodoros Psallidas, George Dimas, Michael Vasilakakis, Panagiotis Kalozoumis
ENORASI Assistive Computer Vision-based System for the Visually Impaired: A User Evaluation Study. PETRA 2022: 668-677 - [c7]Michael Vasilakakis, Georgia Sovatzidi, George Dimas, Dimitris K. Iakovidis:
Towards the Interpretation of Convolutional Neural Networks for Image Classification Using Fuzzy Sets. SMC 2022: 2912-2917 - 2021
- [c6]Georgia Sovatzidi, Panagiota Gatoula, Michael D. Vasilakakis, Dimitris K. Iakovidis:
Explainable Fuzzy Texture Words Model for Automatic Bone Fracture Identification. IST 2021: 1-6 - [c5]Michael Vasilakakis
Explainable Classification of Weakly Annotated Wireless Capsule Endoscopy Images Based on a Fuzzy Bag-of-Colour Features Model and Brain Storm Optimization. MICCAI (3) 2021: 488-498 - [c4]Michael D. Vasilakakis, Dimitris K. Iakovidis, George Koulaouzidis:
A Constructive Fuzzy Representation Model for Heart Data Classification. MIE 2021: 13-17 - 2020
- [b1]Michael Vasilakakis:
Computational signal analysis methods for information extraction with applications in biomedicine. University of Thessaly, Greece, 2020 - [j3]Michael D. Vasilakakis, Dimitris Diamantis, Evaggelos Spyrou, Anastasios Koulaouzidis
Weakly supervised multilabel classification for semantic interpretation of endoscopy video frames. Evol. Syst. 11(3): 409-421 (2020)
2010 – 2019
- 2019
- [c3]Michael Vasilakakis, Varvara Iosifidou, Panagiota Fragkaki, Dimitrios K. Iakovidis:
Bone Fracture Identification in X-Ray Images using Fuzzy Wavelet Features. BIBE 2019: 726-730 - 2018
- [j2]Michael D. Vasilakakis, Dimitrios K. Iakovidis
DINOSARC: Color Features Based on Selective Aggregation of Chromatic Image Components for Wireless Capsule Endoscopy. Comput. Math. Methods Medicine 2018: 2026962:1-2026962:11 (2018) - [j1]Dimitrios K. Iakovidis
Detecting and Locating Gastrointestinal Anomalies Using Deep Learning and Iterative Cluster Unification. IEEE Trans. Medical Imaging 37(10): 2196-2210 (2018) - 2017
- [c2]Michael D. Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Dimitris Chatzis, Anastasios Koulaouzidis
Beyond Lesion Detection: Towards Semantic Interpretation of Endoscopy Videos. EANN 2017: 379-390 - 2016
- [c1]Michael Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Anastasios Koulaouzidis
Weakly-Supervised Lesion Detection in Video Capsule Endoscopy Based on a Bag-of-Colour Features Model. CARE@MICCAI 2016: 96-103
Coauthor Index
aka: Dimitris K. Iakovidis
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