Full Name: Tamiru Melese Beyene (PhD)
Academic rank: Assistant Professor
Institutional email: tamiru_melese@dmu.edu.et
Google scholar/ORCID address/Scopus/WoS: https://orcid.org/0009-0002-8696-6203, https://doi.org/10.1155/2023/8134627, https://doi.org/10.1080/08839514.2024.2358661
Specialization: PhD in Financial Mathematics, MSc in Applied Mathematics, MSc in Artificial Intelligence and Data Science
Courses taught: Applied Mathematics I,II, and III, Numerical Analysis, Calculus I and II, Introduction to Topology.
Achievements and awards: I have participated in various international conferences, presenting research papers, and I have received certificates for my involvement in academic activities organized by different universities.
Research interest: Advanced Machine Learning and Deep Learning, Financial Mathematics Integrated with Machine Learning, Computer Vision.
List of Publications:
A Hybrid Convolutional Neural Network and Support Vector Machine‐Based Credit Card Fraud Detection Model, T Berhane, T Melese, A Walelign, A Mohammed
Performance Evaluation of Hybrid Machine Learning Algorithms for Online Lending Credit Risk Prediction, T Berhane, T Melese, AM Seid
Credit‐Risk Prediction Model Using Hybrid Deep—Machine‐Learning Based Algorithms, T Melese, T Berhane, A Mohammed, A Walelgn
Hybrid Deep-Machine Learning Based Performance Comparison for Soybean Plant Disease Identification, T Melese, Y Yayeh
Research and project information (completed and ongoing): Investigating the Spatio-Temporal, Socio-Economic, and Health Impacts of Malaria in East Gojjam, Ethiopia: Hybrid Machine Learning Approaches, Birr 471,000.00 research funding. Debre Markos University, D/Markos, Ethiopia (in progress).
MSc and/or PhD students advised (ongoing and Graduated): Supervising BSc and MSc students.