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Researchers
Ayhan Akbaş
Ayhan Akbaş
Asst. Prof. Dr.
ABDULLAH GÜL ÜNİVERSİTESİ
Publication
7
Review
2
CrossRef Cited
13
TR Dizin Cited
2
7
Publication
2
Review
13
CrossRef Cited
2
TR Dizin Cited
0000-0002-6425-104X
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Summary
Publications
Peer Review
Cited
Research Fields
Information and Computing Sciences
Deep Learning
Wireless Communication Systems and Technologies (Incl. Microwave and Millimetrewave)
Institution
ABDULLAH GÜL ÜNİVERSİTESİ
Popular Publications
Machine Learning based Early Prediction of Type 2 Diabetes: A New Hybrid Feature Selection Approach using Correlation Matrix with Heatmap and SFS
Authors:
Selim Buyrukoğlu
,
Ayhan Akbaş
Published: 2022 ,
Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.973129
CITED
7
FAVORITE
1
TOTAL DOWNLOAD COUNT
1262
7
CITED
1
FAVORITE
1262
TOTAL DOWNLOAD COUNT
Deep Belief Network Based Wireless Sensor Network Connectivity Analysis
Authors:
Ayhan Akbaş
,
Selim Buyrukoğlu
Published: 2023 ,
Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1281060
CITED
1
FAVORITE
1
TOTAL DOWNLOAD COUNT
143
1
CITED
1
FAVORITE
143
TOTAL DOWNLOAD COUNT
Detection and Classification of Fabric Defects Using Deep Learning Algorithms
Authors:
Recep Ali Geze
,
Ayhan Akbaş
Published: 2024 ,
Journal of Polytechnic
DOI: 10.2339/politeknik.1386458
CITED
1
FAVORITE
1
TOTAL DOWNLOAD COUNT
234
1
CITED
1
FAVORITE
234
TOTAL DOWNLOAD COUNT
Publications
Machine Learning based Network Intrusion Detection with Hybrid Frequent Item Set Mining
Authors:
Murat Firat
,
Mehmet Gökhan Bakal
,
Ayhan Akbaş
Published: 2024 ,
Journal of Polytechnic
DOI: 10.2339/politeknik.1386467
FAVORITE
0
TOTAL DOWNLOAD COUNT
197
0
FAVORITE
197
TOTAL DOWNLOAD COUNT
Document Classification with Contextually Enriched Word Embeddings
Authors:
Raad Saadi Mahmood
,
Mehmet Gökhan Bakal
,
Ayhan Akbaş
Published: 2024 ,
Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1366812
FAVORITE
0
TOTAL DOWNLOAD COUNT
59
0
FAVORITE
59
TOTAL DOWNLOAD COUNT
Detection and Classification of Fabric Defects Using Deep Learning Algorithms
Authors:
Recep Ali Geze
,
Ayhan Akbaş
Published: 2024 ,
Journal of Polytechnic
DOI: 10.2339/politeknik.1386458
FAVORITE
1
TOTAL DOWNLOAD COUNT
234
1
FAVORITE
234
TOTAL DOWNLOAD COUNT
Deep Belief Network Based Wireless Sensor Network Connectivity Analysis
Authors:
Ayhan Akbaş
,
Selim Buyrukoğlu
Published: 2023 ,
Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1281060
FAVORITE
1
TOTAL DOWNLOAD COUNT
143
1
FAVORITE
143
TOTAL DOWNLOAD COUNT
Efficiency of Ensemble Learning Algorithms in the Analysis of Effects of Covid-19 Pandemic on Electricity Consumption in Turkey
Authors:
Ayhan Akbaş
,
Selim Buyrukoğlu
Published: 2022 ,
Inspiring Technologies and Innovations
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
198
0
FAVORITE
198
TOTAL DOWNLOAD COUNT
Machine Learning based Early Prediction of Type 2 Diabetes: A New Hybrid Feature Selection Approach using Correlation Matrix with Heatmap and SFS
Authors:
Selim Buyrukoğlu
,
Ayhan Akbaş
Published: 2022 ,
Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.973129
FAVORITE
1
TOTAL DOWNLOAD COUNT
1262
1
FAVORITE
1262
TOTAL DOWNLOAD COUNT
Intrusion Detection Model Based on TF.IDF and C4.5 Algorithms
Authors: Khaldoon Awadh,
Ayhan Akbaş
Published: 2021 ,
Journal of Polytechnic
DOI: 10.2339/politeknik.693221
FAVORITE
0
TOTAL DOWNLOAD COUNT
1079
0
FAVORITE
1079
TOTAL DOWNLOAD COUNT
Articles published in
Balkan Journal of Electrical and Computer Engineering
Inspiring Technologies and Innovations
Journal of Polytechnic
Reviews
Alpha Journal of Engineering and Applied Sciences
Hittite Journal of Science and Engineering
Publications
Detection and Classification of Fabric Defects Using Deep Learning Algorithms
Authors:
Recep Ali Geze
,
Ayhan Akbaş
Published: 2024 ,
Journal of Polytechnic
DOI: 10.2339/politeknik.1386458
CITED
1
FAVORITE
1
TOTAL DOWNLOAD COUNT
234
1
CITED
1
FAVORITE
234
TOTAL DOWNLOAD COUNT
Deep Belief Network Based Wireless Sensor Network Connectivity Analysis
Authors:
Ayhan Akbaş
,
Selim Buyrukoğlu
Published: 2023 ,
Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1281060
CITED
1
FAVORITE
1
TOTAL DOWNLOAD COUNT
143
1
CITED
1
FAVORITE
143
TOTAL DOWNLOAD COUNT
Machine Learning based Early Prediction of Type 2 Diabetes: A New Hybrid Feature Selection Approach using Correlation Matrix with Heatmap and SFS
Authors:
Selim Buyrukoğlu
,
Ayhan Akbaş
Published: 2022 ,
Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.973129
CITED
7
FAVORITE
1
TOTAL DOWNLOAD COUNT
1262
7
CITED
1
FAVORITE
1262
TOTAL DOWNLOAD COUNT
Intrusion Detection Model Based on TF.IDF and C4.5 Algorithms
Authors: Khaldoon Awadh,
Ayhan Akbaş
Published: 2021 ,
Journal of Polytechnic
DOI: 10.2339/politeknik.693221
CITED
4
FAVORITE
0
TOTAL DOWNLOAD COUNT
1079
4
CITED
0
FAVORITE
1079
TOTAL DOWNLOAD COUNT
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