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ORCIDTaye Girma Debelee
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2020 – today
- 2025
[j13]Daniel Moges Tadesse
, Samuel Rahimeto Kebede, Taye Girma Debelee, Fraol Gelana Waldamichael:
Application of deep reinforcement learning in various image processing tasks: a survey. Evol. Syst. 16(1): 13 (2025)- 2024
- [j12]Yehualashet Megersa Ayano, Friedhelm Schwenker, Bisrat Derebssa Dufera, Taye Girma Debelee, Yitagesu Getachew Ejegu:
Interpretable Hybrid Multichannel Deep Learning Model for Heart Disease Classification Using 12-Lead ECG Signal. IEEE Access 12: 94055-94080 (2024) - [e3]Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano:
Pan-African Conference on Artificial Intelligence - Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised Selected Papers, Part I. Communications in Computer and Information Science 2068, Springer 2024, ISBN 978-3-031-57623-2 [contents] - [e2]Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano:
Pan-African Conference on Artificial Intelligence - Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised Selected Papers, Part II. Communications in Computer and Information Science 2069, Springer 2024, ISBN 978-3-031-57638-6 [contents] - 2023
- [j11]Degaga Wolde Feyisa, Yehualashet Megersa Ayano, Taye Girma Debelee, Friedhelm Schwenker:
Weak Localization of Radiographic Manifestations in Pulmonary Tuberculosis from Chest X-ray: A Systematic Review. Sensors 23(15): 6781 (2023) - [c11]Elbetel Taye Zewde, Mersibon Melese Motuma, Yehualashet Megersa Ayano, Taye Girma Debelee, Degaga Wolde Feyisa:
Machine Learning Based Stroke Segmentation and Classification from CT-Scan: A Survey. PanAfriCon AI (1) 2023: 3-45 - [c10]Hana Demma Wube, Sintayehu Zekarias Esubalew, Firesew Fayiso Weldesellasie, Taye Girma Debelee:
Deep Learning and Machine Learning Techniques for Credit Scoring: A Review. PanAfriCon AI (2) 2023: 30-61 - [c9]Degaga Wolde Feyisa, Yehualashet Megersa Ayano, Taye Girma Debelee, Samuel Sisay Hailu:
Multitask Deep Convolutional Neural Network with Attention for Pulmonary Tuberculosis Detection and Weak Localization of Pathological Manifestations in Chest X-Ray. PanAfriCon AI (1) 2023: 46-59 - [c8]Martha Yifiru Tachbelie, Solomon Teferra Abate, Rosa Tsegaye Aga, Rahel Mekonnen, Hiwot Mulugeta, Abel Mulat, Ashenafi Mulat, Solomon Merkebu, Taye Girma Debelee, Worku Gachena:
DNN-Based Supervised Spontaneous Court Hearing Transcription for Amharic. PanAfriCon AI (1) 2023: 237-249 - [c7]Bereket Siraw Deneke, Rosa Tsegaye Aga, Mesay Samuel, Abel Mulat, Ashenafi Mulat, Abel Abebe, Rahel Mekonnen, Hiwot Mulugeta, Taye Girma Debelee, Worku Gachena:
Typewritten OCR Model for Ethiopic Characters. PanAfriCon AI (1) 2023: 250-261 - [e1]Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker:
Pan-African Conference on Artificial Intelligence - First Conference, PanAfriCon AI 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised Selected Papers. Communications in Computer and Information Science 1800, Springer 2023, ISBN 978-3-031-31326-4 [contents] - 2022
- [j10]Fraol Gelana Waldamichael, Taye Girma Debelee, Friedhelm Schwenker, Yehualashet Megersa Ayano, Samuel Rahimeto Kebede:
Machine Learning in Cereal Crops Disease Detection: A Review. Algorithms 15(3): 75 (2022) - [j9]Fraol Gelana Waldamichael, Taye Girma Debelee, Yehualashet Megersa Ayano:
Coffee disease detection using a robust HSV color-based segmentation and transfer learning for use on smartphones. Int. J. Intell. Syst. 37(8): 4967-4993 (2022) - [j8]Fraol Gelana Waldamichael, Taye Girma Debelee, Yehualashet Megersa Ayano:
Back Cover: International Journal of Intelligent Systems, Volume 37 Issue 8 August 2022. Int. J. Intell. Syst. 37(8): ii (2022) - [j7]Worku Gachena Negera, Friedhelm Schwenker, Taye Girma Debelee, Henock Mulugeta Melaku, Yehualashet Megeresa Ayano:
Review of Botnet Attack Detection in SDN-Enabled IoT Using Machine Learning. Sensors 22(24): 9837 (2022) - [c6]Amsalu Fentie Jember, Yehualashet Megersa Ayano, Taye Girma Debelee:
Robust Cough Analysis System for Diagnosis of Tuberculosis Using Artificial Neural Network. PanAfriCon AI 2022: 3-26 - [c5]Fraol Gelana Waldamichael, Samuel Rahimeto Kebede, Yehualashet Megersa Ayano, Messay Tesfaye Demissie, Taye Girma Debelee:
A Multi-input Architecture for the Classification of Skin Lesions Using ResNets and Metadata. PanAfriCon AI 2022: 27-49 - [c4]Taye Girma Debelee, Samuel Rahimeto Kebede, Fraol Gelana Waldamichael, Daniel Moges Tadesse:
Wheat Yield Prediction Using Machine Learning: A Survey. PanAfriCon AI 2022: 114-132 - [c3]Sinshaw Bekele Habte, Achim Ibenthal, Ephrem Teshale Bekele, Taye Girma Debelee:
Convolution Filter Equivariance/Invariance in Convolutional Neural Networks: A Survey. PanAfriCon AI 2022: 191-205 - [c2]Taye Girma Debelee, Yehualashet Megersa Ayano:
Deep Learning Models for Audio Processing Applications Under Resource-Constrained Devices: A Survey. PanAfriCon AI 2022: 209-232 - 2021
- [j6]Samuel Rahimeto, Taye Girma Debelee, Dereje Yohannes, Friedhelm Schwenker:
Automatic pectoral muscle removal in mammograms. Evol. Syst. 12(2): 519-526 (2021) - [j5]Erena Siyoum Biratu, Friedhelm Schwenker, Taye Girma Debelee, Samuel Rahimeto Kebede, Worku Gachena Negera, Hasset Tamirat Molla:
Enhanced Region Growing for Brain Tumor MR Image Segmentation. J. Imaging 7(2): 22 (2021) - [j4]Erena Siyoum Biratu, Friedhelm Schwenker, Yehualashet Megersa, Taye Girma Debelee:
A Survey of Brain Tumor Segmentation and Classification Algorithms. J. Imaging 7(9): 179 (2021) - 2020
- [j3]Taye Girma Debelee, Friedhelm Schwenker, Achim Ibenthal, Dereje Yohannes:
Survey of deep learning in breast cancer image analysis. Evol. Syst. 11(1): 143-163 (2020) - [j2]Taye Girma Debelee, Samuel Rahimeto Kebede, Friedhelm Schwenker, Zemene Matewos Shewarega:
Deep Learning in Selected Cancers' Image Analysis - A Survey. J. Imaging 6(11): 121 (2020)
2010 – 2019
- 2019
- [j1]Taye Girma Debelee, Friedhelm Schwenker, Samuel Rahimeto, Dereje Yohannes:
Evaluation of modified adaptive k-means segmentation algorithm. Comput. Vis. Media 5(4): 347-361 (2019) - 2017
- [c1]Taye Girma Debelee, Mohammadreza Amirian, Achim Ibenthal, Günther Palm, Friedhelm Schwenker:
Classification of Mammograms Using Convolutional Neural Network Based Feature Extraction. ICT4DA 2017: 89-98
Coauthor Index
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last updated on 2025-01-21 00:22 CET by the dblp team
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