Ayhan Akbaş profile image
Ayhan Akbaş Asst. Prof. Dr. ABDULLAH GÜL ÜNİVERSİTESİ
Publication 7 Review 4 CrossRef Cited 46 TR Dizin Cited 7
7 Publication
4 Review
46 CrossRef Cited
7 TR Dizin Cited
0000-0002-6425-104X

Research Fields

Information and Computing Sciences Deep Learning Wireless Communication Systems and Technologies (Incl. Microwave and Millimetrewave) Kablosuz Algılayıcı Ağlar, Nesnelerin Interneti, Kablosuz Haberleşme, Gömülü Sistemler, Matematiksel Modelleme ve Optimizasyon

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 27 FAVORITE 1 TOTAL DOWNLOAD COUNT 4231

27

1

4231

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 6 FAVORITE 1 TOTAL DOWNLOAD COUNT 772

6

1

772

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 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 2756

5

1

2756

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 1415

0

1415

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 818

0

818

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 2756

1

2756

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 772

1

772

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 649

0

649

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 4231

1

4231

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 1798

0

1798

Articles published in
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Inspiring Technologies and Innovations
Inspiring Technologies and Innovations
Journal of Polytechnic
Journal of Polytechnic

Reviews

Alpha Journal of Engineering and Applied Sciences
Alpha Journal of Engineering and Applied Sciences
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Hittite Journal of Science and Engineering
Hittite Journal of Science and Engineering
Researcher
Researcher

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
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1415

1

0

1415

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 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 2756

5

1

2756

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 6 FAVORITE 1 TOTAL DOWNLOAD COUNT 772

6

1

772

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 27 FAVORITE 1 TOTAL DOWNLOAD COUNT 4231

27

1

4231

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 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 1798

7

0

1798

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.