Ayhan Akbas

About Ayhan Akbas

Ayhan Akbas, With an exceptional h-index of 6 and a recent h-index of 5 (since 2020), a distinguished researcher at Çankiri Karatekin Üniversitesi, specializes in the field of 5G/6G, O-RAN, IoT, WSN, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Document Classification with Contextually Enriched Word Embeddings

Human identification using palm print images based on deep learning methods and gray wolf optimization algorithm

Machine Learning based Network Intrusion Detection with Hybrid Frequent Item Set Mining

Detection and Classification of Fabric Defects Using Deep Learning Algorithms

Machine learning approaches for underwater sensor network parameter prediction

Deep Learning for Enhanced Education Quality: Assessing Student Engagement and Emotional States

Deep Belief Network Based Wireless Sensor Network Connectivity Analysis

Stacking Ensemble Learning-Based Wireless Sensor Network Deployment Parameter Estimation

Ayhan Akbas Information

University

Position

Asst. Professor Computer Engineering Turkey

Citations(all)

165

Citations(since 2020)

139

Cited By

61

hIndex(all)

6

hIndex(since 2020)

5

i10Index(all)

6

i10Index(since 2020)

5

Email

University Profile Page

Çankiri Karatekin Üniversitesi

Google Scholar

View Google Scholar Profile

Ayhan Akbas Skills & Research Interests

5G/6G

O-RAN

IoT

WSN

Machine Learning

Top articles of Ayhan Akbas

Title

Journal

Author(s)

Publication Date

Document Classification with Contextually Enriched Word Embeddings

Balkan Journal of Electrical and Computer Engineering

Raad Saadi Mahmood

Mehmet Gökhan Bakal

Ayhan Akbaş

2024/3

Human identification using palm print images based on deep learning methods and gray wolf optimization algorithm

Signal, Image and Video Processing

F. Alshakree

A. Akbas

J Rahebi

2024/2

Machine Learning based Network Intrusion Detection with Hybrid Frequent Item Set Mining

Journal of Big Data

Md Alamin Talukder

Md Manowarul Islam

Md Ashraf Uddin

Khondokar Fida Hasan

Selina Sharmin

...

2024/2/22

Detection and Classification of Fabric Defects Using Deep Learning Algorithms

Journal of Polytechnic

Recep Ali Geze

Ayhan Akbas

2024

Machine learning approaches for underwater sensor network parameter prediction

Ad Hoc Networks

Osman Gokhan Uyan

Ayhan Akbas

Vehbi Cagri Gungor

2023/5/1

Deep Learning for Enhanced Education Quality: Assessing Student Engagement and Emotional States

Qusai Gazawy

Selim Buyrukoglu

Ayhan Akbas

2023

Deep Belief Network Based Wireless Sensor Network Connectivity Analysis

Balkan Journal of Electrical and Computer Engineering

Ayhan Akbas

Selim Buyrukoglu

2023

Stacking Ensemble Learning-Based Wireless Sensor Network Deployment Parameter Estimation

Arabian Journal for Science and Engineering

Ayhan Akbas

Selim Buyrukoglu

2023

Forecasting of Occupancy Rate of Dams in İstanbul

European Journal of Science and Technology

Mehmet Eren Nalici

Ayhan Akbas

2022/10

A reliable and secure multi-path routing strategy for underwater acoustic sensor networks

Computer Networks

Osman Gokhan Uyan

Ayhan Akbas

Vehbi Cagri Gungor

2022/7/20

Comparative Performance Analysis Of Arima, Prophet And Holt-winters Forecasting Methods On European Covid-19 Data

International Journal of 3D Printing Technologies and Digital Industry

Nur Şebnem Ersoz

Pınar Guner

Ayhan Akbas

Burcu Bakir-Gungor

2022

Efficiency of Ensemble Learning Algorithms in the Analysis of Effects of Covid-19 Pandemic on Electricity Consumption in Turkey

Inspiring Technologies and Innovations

Selim Buyrukoglu

Ayhan Akbas

2022/1

Machine Learning based Early Prediction of Type 2 Diabetes: A New Hybrid Feature Selection Approach using Correlation Matrix with Heatmap and SFS

Balkan Journal of Electrical and Computer Engineering

Selim Buyrukoglu

Ayhan Akbas

2022

TF. IDF ve C4. 5 Algorithması Tabanlı Saldırı Tesbit Modeli.

Journal of Polytechnic

Khaldoon Awadh

Ayhan Akbas

2021/12/1

Intrusion detection model based on TF. IDF and C4. 5 algorithms

Politeknik Dergisi

Khaldoon Awadh

Ayhan Akbas

2021/1/12

Guided feature selection and dimensionality reduction method for IDS improvement in DDoS attacks

Saif Alhelli

Ayhan Akbas

2020

See List of Professors in Ayhan Akbas University(Çankiri Karatekin Üniversitesi)

Co-Authors

H-index: 33
Bulent Tavli

Bulent Tavli

TOBB Ekonomi ve Teknoloji Üniversitesi

H-index: 30
A. Murat Ozbayoglu

A. Murat Ozbayoglu

TOBB Ekonomi ve Teknoloji Üniversitesi

H-index: 22
Suleyman Uludag

Suleyman Uludag

University of Michigan

H-index: 16
Ali Farzamnia

Ali Farzamnia

Universiti Malaysia Sabah

H-index: 11
Selim Buyrukoglu

Selim Buyrukoglu

Çankiri Karatekin Üniversitesi

academic-engine