Hamit Erdem profile image
Hamit Erdem Prof. Dr. BASKENT UNIVERSITY
Publication 13 Review 5 CrossRef Cited 31
13 Publication
5 Review
31 CrossRef Cited

Research Fields

Electrical Engineering

Institution

BASKENT UNIVERSITY

Popular Publications

Comparison of Out-of-Box Machine Learning Algorithms used in Intrusion Detection Systems
Authors: Atilla Özgür , Hamit Erdem
Published: 2012 , Journal of Information Technologies
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 6884

0

1

6884

Visual Speech Recognition Using CNN and LSTM with Turkish Daily Words and Phrases
Authors: Ali Berkol , Nergis Pervan Akman , Talya Tümer Sivri , Hamit Erdem
Published: 2024 , International Journal of Multidisciplinary Studies and Innovative Technologies
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 795

0

1

795

Publications

Automated Word-level Lip Reading using Convolutional Neural Networks with New Turkish Dataset
Authors: Ali Berkol , Nergis Pervan Akman , Hamit Erdem
Published: 2025 , International Journal of Multidisciplinary Studies and Innovative Technologies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 514

0

514

Comparison of Genetic Crossover Operators for Traveling Salesman Problem
Authors: Şahin Burak Dalkılıç , Atilla Özgür , Hamit Erdem
Published: 2025 , Gazi University Journal of Science
DOI: 10.35378/gujs.1582521
FAVORITE 0 TOTAL DOWNLOAD COUNT 1801

0

1801

Visual Speech Recognition Using CNN and LSTM with Turkish Daily Words and Phrases
Authors: Ali Berkol , Nergis Pervan Akman , Talya Tümer Sivri , Hamit Erdem
Published: 2024 , International Journal of Multidisciplinary Studies and Innovative Technologies
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 795

1

795

TinyML based audio visual keyword detection
Authors: Mehmet Tosun , Hamit Erdem
Published: 2024 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1482481
FAVORITE 0 TOTAL DOWNLOAD COUNT 746

0

746

Lip Reading Using Various Deep Learning Models with Visual Turkish Data
Authors: Ali Berkol , Talya Tümer Sivri , Hamit Erdem
Published: 2024 , Gazi University Journal of Science
DOI: 10.35378/gujs.1239207
FAVORITE 0 TOTAL DOWNLOAD COUNT 2408

0

2408

State of health (SOH) estimation based on gated recurrent unit (GRU) neural network with attention mechanism for lithium-on battery
Authors: Tuğhan Tunç , Hamit Erdem
Published: 2024 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1407480
FAVORITE 0 TOTAL DOWNLOAD COUNT 946

0

946

Extracting book titles from book recommendation videos using a deep learning approach
Authors: Bartu Sarımehmetoğlu , Hamit Erdem
Published: 2023 , MANAS Journal of Engineering
DOI: 10.51354/mjen.1369636
FAVORITE 0 TOTAL DOWNLOAD COUNT 1276

0

1276

A Systematic Review of Transfer Learning-Based Approaches for Diabetic Retinopathy Detection
Authors: Burcu Oltu , Büşra Kübra Karaca , Hamit Erdem , Atilla Özgür
Published: 2023 , Gazi University Journal of Science
DOI: 10.35378/gujs.1081546
FAVORITE 0 TOTAL DOWNLOAD COUNT 2112

0

2112

Turkish Speech Recognition Techniques and Applications of Recurrent Units (LSTM and GRU)
Authors: Burak Tombaloğlu , Hamit Erdem
Published: 2021 , Gazi University Journal of Science
DOI: 10.35378/gujs.816499
FAVORITE 0 TOTAL DOWNLOAD COUNT 3276

0

3276

Deep Learning Based Automatic Speech Recognition for Turkish
Authors: Burak Tombaloğlu , Hamit Erdem
Published: 2020 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.711888
FAVORITE 0 TOTAL DOWNLOAD COUNT 2207

0

2207

Saldırı Tespit Sistemlerinde Genetik Algoritma Kullanarak Nitelik Seçimi ve Çoklu Sınıflandırıcı Füzyonu
Authors: Atilla Özgür , Hamit Erdem
Published: 2018 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.406781
FAVORITE 0 TOTAL DOWNLOAD COUNT 3022

0

3022

TIME-HARMONIC ANALYSIS IN ELECTRIC POWER SYSTEMS
Authors: Kadir Germeç , Hamit Erdem
Published: 2015 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gummfd.90510
FAVORITE 0 TOTAL DOWNLOAD COUNT 4565

0

4565

Comparison of Out-of-Box Machine Learning Algorithms used in Intrusion Detection Systems
Authors: Atilla Özgür , Hamit Erdem
Published: 2012 , Journal of Information Technologies
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 6884

1

6884

Articles published in
Gazi University Journal of Science
Gazi University Journal of Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Multidisciplinary Studies and Innovative Technologies
International Journal of Multidisciplinary Studies and Innovative Technologies
Journal of Information Technologies
Journal of Information Technologies
MANAS Journal of Engineering
MANAS Journal of Engineering
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Sakarya University Journal of Science
Sakarya University Journal of Science

Reviews

Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Uludağ University Journal of The Faculty of Engineering
Uludağ University Journal of The Faculty of Engineering

Publications

Comparison of Genetic Crossover Operators for Traveling Salesman Problem
Authors: Şahin Burak Dalkılıç , Atilla Özgür , Hamit Erdem
Published: 2025 , Gazi University Journal of Science
DOI: 10.35378/gujs.1582521
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1801

1

0

1801

Lip Reading Using Various Deep Learning Models with Visual Turkish Data
Authors: Ali Berkol , Talya Tümer Sivri , Hamit Erdem
Published: 2024 , Gazi University Journal of Science
DOI: 10.35378/gujs.1239207
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2408

3

0

2408

State of health (SOH) estimation based on gated recurrent unit (GRU) neural network with attention mechanism for lithium-on battery
Authors: Tuğhan Tunç , Hamit Erdem
Published: 2024 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1407480
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 946

1

0

946

A Systematic Review of Transfer Learning-Based Approaches for Diabetic Retinopathy Detection
Authors: Burcu Oltu , Büşra Kübra Karaca , Hamit Erdem , Atilla Özgür
Published: 2023 , Gazi University Journal of Science
DOI: 10.35378/gujs.1081546
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2112

5

0

2112

Turkish Speech Recognition Techniques and Applications of Recurrent Units (LSTM and GRU)
Authors: Burak Tombaloğlu , Hamit Erdem
Published: 2021 , Gazi University Journal of Science
DOI: 10.35378/gujs.816499
CITED 12 FAVORITE 0 TOTAL DOWNLOAD COUNT 3276

12

0

3276

Deep Learning Based Automatic Speech Recognition for Turkish
Authors: Burak Tombaloğlu , Hamit Erdem
Published: 2020 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.711888
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2207

2

0

2207

Saldırı Tespit Sistemlerinde Genetik Algoritma Kullanarak Nitelik Seçimi ve Çoklu Sınıflandırıcı Füzyonu
Authors: Atilla Özgür , Hamit Erdem
Published: 2018 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.406781
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 3022

4

0

3022

TIME-HARMONIC ANALYSIS IN ELECTRIC POWER SYSTEMS
Authors: Kadir Germeç , Hamit Erdem
Published: 2015 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gummfd.90510
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 4565

3

0

4565

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.