Taye Girma Debelee

29 papers Journal 15Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Application of deep reinforcement learning in various image processing tasks: a survey. Evol. Syst. Daniel Moges Tadesse, Samuel Rahimeto Kebede, Taye Girma Debelee, Fraol Gelana Waldamichael
2025	J	`jnl`	Enhancing land use and land cover classification with deep learning-based satellite imagery segmentation. Int. J. Appl. Earth Obs. Geoinformation Tsion Fekadu Deressu, Amanuel Kumsa Bojer, Taye Girma Debelee, Worku Gachena Negera, Saralees Nadarajah, Kena Wendimu Gebissa
2025	J	`jnl`	State of artificial intelligence eco-system in Ethiopia. AI Ethics Wegene Demisie Jima, Tesfaye Adisu Tarekegn, Taye Girma Debelee
2024	J	`jnl`	Interpretable Hybrid Multichannel Deep Learning Model for Heart Disease Classification Using 12-Lead ECG Signal. IEEE Access Yehualashet Megersa Ayano, Friedhelm Schwenker, Bisrat Derebssa Dufera, Taye Girma Debelee, Yitagesu Getachew Ejegu
2024	—	`ed.`	Pan-African Conference on Artificial Intelligence - Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised Selected Papers, Part I PanAfriCon AI (1) Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano
2024	—	`ed.`	Pan-African Conference on Artificial Intelligence - Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5-6, 2023, Revised Selected Papers, Part II PanAfriCon AI (2) Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker, Yehualashet Megersa Ayano
2023	—	`conf`	DNN-Based Supervised Spontaneous Court Hearing Transcription for Amharic. PanAfriCon AI (1) Martha Yifiru Tachbelie, Solomon Teferra Abate, Rosa Tsegaye Aga, Rahel Mekonnen, Hiwot Mulugeta, Abel Mulat, Ashenafi Mulat, Solomon Merkebu, Taye Girma Debelee, Worku Gachena
2023	—	`conf`	Deep Learning and Machine Learning Techniques for Credit Scoring: A Review. PanAfriCon AI (2) Hana Demma Wube, Sintayehu Zekarias Esubalew, Firesew Fayiso Weldesellasie, Taye Girma Debelee
2023	—	`conf`	Machine Learning Based Stroke Segmentation and Classification from CT-Scan: A Survey. PanAfriCon AI (1) Elbetel Taye Zewde, Mersibon Melese Motuma, Yehualashet Megersa Ayano, Taye Girma Debelee, Degaga Wolde Feyisa
2023	—	`conf`	Multitask Deep Convolutional Neural Network with Attention for Pulmonary Tuberculosis Detection and Weak Localization of Pathological Manifestations in Chest X-Ray. PanAfriCon AI (1) Degaga Wolde Feyisa, Yehualashet Megersa Ayano, Taye Girma Debelee, Samuel Sisay Hailu
2023	—	`ed.`	Pan-African Conference on Artificial Intelligence - First Conference, PanAfriCon AI 2022, Addis Ababa, Ethiopia, October 4-5, 2022, Revised Selected Papers PanAfriCon AI Taye Girma Debelee, Achim Ibenthal, Friedhelm Schwenker
2023	—	`conf`	Typewritten OCR Model for Ethiopic Characters. PanAfriCon AI (1) Bereket Siraw Deneke, Rosa Tsegaye Aga, Mesay Samuel, Abel Mulat, Ashenafi Mulat, Abel Abebe, Rahel Mekonnen, Hiwot Mulugeta, Taye Girma Debelee, Worku Gachena
2023	J	`jnl`	Weak Localization of Radiographic Manifestations in Pulmonary Tuberculosis from Chest X-ray: A Systematic Review. Sensors Degaga Wolde Feyisa, Yehualashet Megersa Ayano, Taye Girma Debelee, Friedhelm Schwenker
2022	—	`conf`	A Multi-input Architecture for the Classification of Skin Lesions Using ResNets and Metadata. PanAfriCon AI Fraol Gelana Waldamichael, Samuel Rahimeto Kebede, Yehualashet Megersa Ayano, Messay Tesfaye Demissie, Taye Girma Debelee
2022	J	`jnl`	Back Cover: International Journal of Intelligent Systems, Volume 37 Issue 8 August 2022. Int. J. Intell. Syst. Fraol Gelana Waldamichael, Taye Girma Debelee, Yehualashet Megersa Ayano
2022	J	`jnl`	Coffee disease detection using a robust HSV color-based segmentation and transfer learning for use on smartphones. Int. J. Intell. Syst. Fraol Gelana Waldamichael, Taye Girma Debelee, Yehualashet Megersa Ayano
2022	—	`conf`	Convolution Filter Equivariance/Invariance in Convolutional Neural Networks: A Survey. PanAfriCon AI Sinshaw Bekele Habte, Achim Ibenthal, Ephrem Teshale Bekele, Taye Girma Debelee
2022	—	`conf`	Deep Learning Models for Audio Processing Applications Under Resource-Constrained Devices: A Survey. PanAfriCon AI Taye Girma Debelee, Yehualashet Megersa Ayano
2022	J	`jnl`	Machine Learning in Cereal Crops Disease Detection: A Review. Algorithms Fraol Gelana Waldamichael, Taye Girma Debelee, Friedhelm Schwenker, Yehualashet Megersa Ayano, Samuel Rahimeto Kebede
2022	J	`jnl`	Review of Botnet Attack Detection in SDN-Enabled IoT Using Machine Learning. Sensors Worku Gachena Negera, Friedhelm Schwenker, Taye Girma Debelee, Henock Mulugeta Melaku, Yehualashet Megeresa Ayano
2022	—	`conf`	Robust Cough Analysis System for Diagnosis of Tuberculosis Using Artificial Neural Network. PanAfriCon AI Amsalu Fentie Jember, Yehualashet Megersa Ayano, Taye Girma Debelee
2022	—	`conf`	Wheat Yield Prediction Using Machine Learning: A Survey. PanAfriCon AI Taye Girma Debelee, Samuel Rahimeto Kebede, Fraol Gelana Waldamichael, Daniel Moges Tadesse
2021	J	`jnl`	A Survey of Brain Tumor Segmentation and Classification Algorithms. J. Imaging Erena Siyoum Biratu, Friedhelm Schwenker, Yehualashet Megersa, Taye Girma Debelee
2021	J	`jnl`	Automatic pectoral muscle removal in mammograms. Evol. Syst. Samuel Rahimeto, Taye Girma Debelee, Dereje Yohannes, Friedhelm Schwenker
2021	J	`jnl`	Enhanced Region Growing for Brain Tumor MR Image Segmentation. J. Imaging Erena Siyoum Biratu, Friedhelm Schwenker, Taye Girma Debelee, Samuel Rahimeto Kebede, Worku Gachena Negera, Hasset Tamirat Molla
2020	J	`jnl`	Deep Learning in Selected Cancers' Image Analysis - A Survey. J. Imaging Taye Girma Debelee, Samuel Rahimeto Kebede, Friedhelm Schwenker, Zemene Matewos Shewarega
2020	J	`jnl`	Survey of deep learning in breast cancer image analysis. Evol. Syst. Taye Girma Debelee, Friedhelm Schwenker, Achim Ibenthal, Dereje Yohannes
2019	J	`jnl`	Evaluation of modified adaptive k-means segmentation algorithm. Comput. Vis. Media Taye Girma Debelee, Friedhelm Schwenker, Samuel Rahimeto, Dereje Yohannes
2017	—	`conf`	Classification of Mammograms Using Convolutional Neural Network Based Feature Extraction. ICT4DA Taye Girma Debelee, Mohammadreza Amirian, Achim Ibenthal, Günther Palm, Friedhelm Schwenker