Author

Abebe Belay

DMU Institute of Technology - Cited by 362 - Data Science - Deep Learning - Computer Vision - Smart Computing

Biography

Abebe Belay is currently Associate Professor of Physics at Adama Science and Technology University, Ethiopia. He is a recipient of many awards and grants for his valuable contributions and discoveries in major area of subject research.
Title
Cited by
Year
Applying deep neural network (DNN) for robust indoor localization in multi-building environment
AB Adege, HP Lin, GB Tarekegn, SS JengApplied Sciences 8 (7), 1062, 2018201
55
2018
UAV positioning for throughput maximization using deep learning approaches
YY Munaye, HP Lin, AB Adege, GB TarekegnSensors 19 (12), 2775, 2019201
41
2019
An indoor and outdoor positioning using a hybrid of support vector machine and deep neural network algorithms
AB Adege, HP Lin, GB Tarekegn, YY Munaye, L YenJournal of sensors 2018, 1-12, 2018201
41
2018
Mobility predictions for IoT devices using gated recurrent unit network
AB Adege, HP Lin, LC WangIEEE Internet of Things journal 7 (1), 505-517, 2019201
33
2019
A modified WKNN indoor Wi-Fi localization method with differential coordinates
L Yen, CH Yan, S Renu, A Belay, HP Lin, YS Ye2017 International Conference on Applied System Innovation (ICASI), 1822-1824, 2017201
32
2017
Applying Deep Neural Network (DNN) for large-scale indoor localization using feed-forward neural network (FFNN) algorithm
AB Adege, L Yen, H Lin, Y Yayeh, YR Li, SS Jeng, G Berie2018 IEEE International Conference on Applied System Invention (ICASI), 814-817, 2018201
32
2018
Machine Learning Based Rapid 3D Channel Modeling for UAV Communication Networks
JL Wang, YR Li, AB Adege, LC Wang, SS Jeng, JY Chen2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC …, 2019201
28
2019
Mobility prediction in mobile ad-hoc network using deep learning
Y Yayeh, H Lin, G Berie, AB Adege, L Yen, SS Jeng2018 IEEE International Conference on Applied System Invention (ICASI), 1203 …, 2018201
22
2018
Indoor localization using K-nearest neighbor and artificial neural network back propagation algorithms
AB Adege, Y Yayeh, G Berie, H Lin, L Yen, YR Li2018 27th Wireless and Optical Communication Conference (WOCC), 1-2, 2018201
22
2018
DFOPS: Deep-Learning-Based Fingerprinting Outdoor Positioning Scheme in Hybrid Networks
GB Tarekegn, RT Juang, HP Lin, AB Adege, YY MunayeIEEE Internet of Things Journal 8 (5), 3717-3729, 2020202
13
2020
Applying long short-term memory (LSTM) mechanisms for fingerprinting outdoor positioning in hybrid networks
GB Tarekegn, HP Lin, AB Adege, YY Munaye, SS Jeng201 IEEE 0th Vehicular Technology Conference (VTC201-Fall), 1-5, 20120
9
2019
Indoor localization at 5GHz using Dynamic machine learning approach (DMLA)
A Belay, L Yen, S Renu, H Lin, SS Jeng201 International Conference on Applied System Innovation (ICASI), 163-166, 20120
7
2017
Deep learning-based throughput estimation for UAV-Assisted network
YY Munaye, AB Adege, GB Tarekegn, YR Li, HP Lin, SS Jeng2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), 1-, 2019201
5
2019
Reduce fingerprint construction for positioning iot devices based on generative adversarial nets
GB Tarekegn, RT Juang, HP Lin, YY Munaye, AB Adege2020 International Conference on Pervasive Artificial Intelligence (ICPAI …, 2020202
5
2020
Hybrid Beam Forming with Data Logging Scheduling (DLS) for Wireless Sensor Network (WSN)
S Renu, L Yen, A Belay, HP Lin, SS Jeng2017 International Conference on Applied System Innovation (ICASI), 160-1606, 2017201
3
2017
Designing A Stemmer for Ge’ez Text Using Rule Based Approach
A BelayAbaba University (Msc Thesis), Addis ababa, 2010201
3
2010
Mobility prediction in wireless networks using deep learning algorithm
AB Adege, HP Lin, GB Tarekegn, Y YayehAdvances of Science and Technology: 7th EAI International Conference, ICAST …, 000
2
2020
Deep learning approach on channel selection strategy for minimizing co-channel interference in unlicensed channels
L Yen, AB Adege, HP Lin, CH Ho, K LeverMicroelectronics Reliability 105, 113558, 000
2
2020

Referred From: https://scholar.google.com/citations?user=OZc5w3YAAAAJ&hl=en

Cited by
Citations 362
h-index 10
i10-index 10
Open Access Journals