A Hybrid Machine Learning Model Based on Global and Local Learner Algorithms for Diabetes Mellitus Prediction
Author | Derara Duba Rufo, Taye Girma Debelee, Worku Gachena Negera
Published | Journal of Biomimetics, Biomaterials and Biomedical Engineering (Volume 54)
Date | January 2022
Interpretable Hybrid Multichannel Deep Learning Model for Heart Disease Classification Using 12-Lead ECG Signal
Author | Yehualashet Megersa Ayano 1 , Friedhelm Schwenker 2 , (Member, IEEE), Bisrat Derebssa Dufera1 , Taye Girma Debelee 3,4, and Yitagesu Getachew Ejegu 5
Published | IEEE
Date | July 2024
A Survey of Brain Tumor Segmentation and Classification Algorithms
Author | Erena Siyoum Biratu, Friedhelm Schwenker, Yehualashet Megersa Ayano, Taye Girma Debelee
Published | mdpi.com
Date | September 2021
A Multi-input Architecture for the Classification of Skin Lesions Using ResNets and Metadata
Author | Fraol Gelana Waldamichael, Samuel Rahimeto Kebede, Yehualashet Megersa Ayano, Messay Tesfaye Demissie & Taye Girma Debelee
Published | Spring Cham
Date | May 2023
Automatic pectoral muscle removal in mammograms
Author | Samuel Rahimeto, Taye Girma Debelee, Dereje Yohannes & Friedhelm Schwenker
Published | springer.com
Date | November 2019
Classifier Based Breast Cancer Segmentation
Author | Samuel Rahimeto Kebede*, Taye Girma Debelee, Friedhelm Schwenker, Dereje Yohannes
Published | Scientific.net
Date | November 2020
Dual view deep learning for enhanced breast cancer screening using mammography
Author | Samuel Rahimeto Kebede, Fraol Gelana Waldamichael, Taye Girma Debelee, Muluberhan Aleme, Wubalem Bedane, Bethelhem Mezgebu & Zelalem Chimdesa Merga
Published | Scientific reports
Date | February 2024
Deep Learning in Selected Cancers’ Image Analysis- A survey
Author | Taye Girma Debelee 1 2, Samuel Rahimeto Kebede 1 3, Friedhelm Schwenker 4, Zemene Matewos Shewarega 1
Published | mdpi.com
Date | November 2020
Diagnosis of Diabetes Mellitus Using Gradient Boosting Machine (LightGBM)
Author | Derara Duba Rufo1, Taye Girma Debelee,2,3 Achim Ibenthal,4,* and Worku Gachena Negera3
Published | mdpi.com
Date | September 2021
Enhanced Region Growing for Brain Tumor MR Image Segmentation
Author | Erena Siyoum Biratu,1 Friedhelm Schwenker,2 Taye Girma Debelee,1,3,* Samuel Rahimeto Kebede,3,4 Worku Gachena Negera,3 and Hasset Tamirat Molla5
Published | mdpi.com
Date | Feburary 2021
Interpretable Machine Learning Techniques in ECG-Based Heart Disease Classification: A Systematic Review
Author | Yehualashet Megersa Ayano1, Friedhelm Schwenker 2,*,Bisrat Derebssa Dufera1 and Taye Girma Debelee 3,4
Published | mdpi.com
Date | December 2022
Lightweight Model for Botnet Attack Detection in Software-Defined Network-Orchestrated IoT
Author | Worku Gachena Negera 1, Taye Girma Debelee 3,4,*, Henock Mulugeta Melaku1 and Degaga Wolde Feyisa3
Published | mdpi.com
Date | December 2022
Lightweight Multireceptive Field CNN for 12-Lead ECG Signal Classification
Author | Degaga Wolde Feyisa 1 2, Taye Girma Debelee 1 2, Yehualashet Megersa Ayano 1, Samuel Rahimeto Kebede 1 3, Tariku Fekadu Assore 4
Published |
Date | August 2022
Machine Learning in Cereal Crops Disease Detection: A Review
Author | Fraol Gelana Waldamichael 1,Taye Girma Debelee 1,2,*,Friedhelm Schwenker 3,Yehualashet Megersa Ayano 1 andSamuel Rahimeto Kebede 1,4
Published | mdpi.com
Date | Feburary 2022
Survey of deep learning in breast cancer image analysis
Author | Taye Girma Debelee, Friedhelm Schwenker, Achim Ibenthal & Dereje Yohannes
Published | springer.com
Date | August 2019
Weak Localization of Radiographic Manifestations in Pulmonary Tuberculosis from Chest X-ray: A Systematic Review
Author | Degaga Wolde Feyisa 1, Yehualashet Megersa Ayano 1, Taye Girma Debelee 1 2, Friedhelm Schwenker 3
Published | mdpi.com
Date | July 2023
Deep Learning Models for Audio Processing Applications Under Resource-Constrained Devices: A Survey
Author | Taye Girma Debelee, Yehualashet Megersa Ayano
Published | mdpi.com
Date | May 2023
Multitask Deep Convolutional Neural Network with Attention for Pulmonary Tuberculosis Detection and Weak Localization of Pathological Manifestations in Chest X-Ray
Author | Degaga Wolde Feyisa, Yehualashet Megersa Ayano, Taye Girma Debelee, Samuel Sisay Hailu
Published |
Date | April 2024
Machine Learning Based Stroke Segmentation and Classification from CT-Scan: A Survey
Author | Elbetel Taye Zewde, Mersibon Melese Motuma, Yehualashet Megersa Ayano, Taye Girma Debelee & Degaga Wolde Feyisa
Published | Springer, Cham
Date | April 2024
Tomato Leaf Disease Detection and Classification Using Custom Modified AlexNet
Author | Dereje Hinsermu Senbatu, Birhanu Shimelis Girma & Yehualashet Megersa Ayano
Published |
Date | May 2023
Coffee disease detection using a robust HSV color-based segmentation and transfer learning for use on smartphones
Author | Fraol Gelana Waldamichael, Taye Girma Debelee, & Yehualashet Megersa Ayano
Published | International Journal of INTELLIGENT SYSTEMS
Date | November 2021
Rainwater Harvesting Site Selection for Drought-Prone Areas in Somali and Borena Zones, Oromia Regional State, Ethiopia: A Geospatial and Multi-Criteria Decision Analysis
Author | Amanuel Kumsa Bojer 1,ORCID,Desta Jula Bekalo 1,Taye Girma Debelee 1,2 ORCID,Saralees Nadarajah 3 and Ayad M. Fadhil Al-Quraishi
Published | mdpi.com
Date | June 2024
Robust Cough Analysis System for Diagnosis of Tuberculosis Using Artificial Neural Network
Author | Amsalu Fentie Jember, Yehualashet Megersa Ayano & Taye Girma Debelee
Published |
Date | May 2023
Text-Based Chatbot in Financial Sector: A Systematic Literature Review
Author | Hana Demma Wube, Sintayehu Zekarias Esubalew, Firesew Fayiso Weldesellasie, Taye Girma Debelee
Published | aimspress.com
Date | July 2022
Deep Learning and Machine Learning Techniques for Credit Scoring: A Review
Author | Hana Demma Wube, Sintayehu Zekarias Esubalew, Firesew Fayiso Weldesellasie, Taye Girma Debelee
Published | Spring, Cham
Date | April 2024
Wheat Yield Prediction Using Machine Learning: A Survey–
Author | Taye Girma Debelee, Samuel Rahimeto Kebede, Fraol Gelana Waldamichael & Daniel Moges Tadesse
Published | Springer, Cham
Date | May 2023
Analysis of land use/land cover change (LULCC) and debris flow risks in Adama district, Ethiopia, aided by numerical simulation and deep learning-based remote sensing
Author | Amanuel Kumsa Bojer, Muhammed Edris Ahmed, Desta Jula Bekalo, Taye Girma Debelee, Ayad M. Fadhil Al-Quraishi & Almaz Deche
Published | Springer
Date | September 2023
Review of Botnet Attack Detection in SDN-Enabled IoT Using Machine Learning
Author | Worku Gachena Negera 1, Friedhelm Schwenker 2,Taye Girma Debelee 3,4,*,Henock Mulugeta Melaku 1 and Yehualashet Megeresa Ayano 3
Published | mdpi.com
Date | December 2022
Typewritten OCR Model for Ethiopic Characters
Author | Bereket Siraw Deneke, Rosa Tsegaye Aga, Mesay Samuel, Abel Mulat, Ashenafi Mulat, Abel Abebe, Rahel Mekonnen, Hiwot Mulugeta, Taye Girma Debelee & Worku Gachena
Published | Spring, Cham
Date | April 2022
DNN-Based Supervised Spontaneous Court Hearing Transcription for Amharic
Author | Martha Yifiru Tachbelie, Solomon Teferra Abate, Rosa Tsegaye Aga, Rahel Mekonnen, Hiwot Mulugeta, Abel Mulat, Ashenafi Mulat, Solomon Merkebu, Taye Girma Debelee & Worku Gachena
Published | Spring, Cham
Date | April 2024
State of artificial intelligence eco-system in Ethiopia
Author | Wegene Demisie Jima, Tesfaye Adisu Tarekegn & Taye Girma Debelee
Published | Spring, Cham
Date | February 2024
Classification and Detection of Prohibited Objects in X-Ray Baggage Security Images
Author | Sintayehu Zekarias Esubalew, Ashenafi Kifleyohans Birhanu & Fikir Awoke Fantahun Martha Yifiru
Published | Spring, Cham
Date | May 2023
AHP and Machine Learning-Based Military Strategic Site Selection: A Case Study of Adea District East Shewa Zone, Ethiopia
Author |Amanuel Kumsa Bojer, Firesew Feyisso Woldesilassie, Taye Girma Debelee, Samuel Rahimeto Kebede, Sintayehu Zekarias Esubalew
Published |
Date | July 2023