Yayınlar & Eserler

Yayın Ağı
Makaleler 19
Tümü (19)
SCI-E, SSCI, AHCI (17)
SCI-E, SSCI, AHCI, ESCI (17)
Scopus (17)
TRDizin (2)

1. A shallow 3D convolutional neural network for violence detection in videos

Dündar N., KEÇELİ A. S., KAYA A., Sever H.
EGYPTIAN INFORMATICS JOURNAL , 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

2. 3D Skeletal Volume Templates for Deep Learning-Based Activity Recognition

KEÇELİ A. S., Kaya A., CAN A. B.
ELECTRONICS , sa.21, 2022 (SCI-Expanded, Scopus) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

3. Deep learning-based multi-task prediction system for plant disease and species detection

KEÇELİ A. S., Kaya A., Catal C., Tekinerdogan B.
ECOLOGICAL INFORMATICS , 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

4. Violent activity classification with transferred deep features and 3d-Cnn

Keçeli A. S., Kaya A.
Signal Image And Video Processing , sa.37, ss.1-8, 2022 (SCI-Expanded, Scopus)

5. Sensor Failure Tolerable Machine Learning-Based Food Quality Prediction Model

KAYA A., Keceli A. S., Catal C., Tekinerdogan B.
SENSORS , cilt.20, sa.11, 2020 (SCI-Expanded, Scopus) Creative Commons License Sürdürülebilir Kalkınma identifier identifier identifier

6. Development of a recurrent neural networks-based calving prediction model using activity and behavioral data

Keceli A. S., Catal C., KAYA A., Tekinerdogan B.
COMPUTERS AND ELECTRONICS IN AGRICULTURE , cilt.170, 2020 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

7. The impact of feature types, classifiers, and data balancing techniques on software vulnerability prediction models

KAYA A., KEÇELİ A. S., Catal C., Tekinerdogan B.
JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS , sa.9, 2019 (SCI-Expanded) identifier identifier

8. Video Görüntülerinde Şiddet İçeren Aktivitelerin Lstm Ağı İle Tespiti

KEÇELİ A. S., KAYA A.
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi , cilt.21, sa.63, 2019 (TRDizin)

9. Analysis of transfer learning for deep neural network based plant classification models

KAYA A., KEÇELİ A. S., Catal C., YALIÇ H. Y., TEMUÇİN H., Tekinerdogan B.
COMPUTERS AND ELECTRONICS IN AGRICULTURE , cilt.158, ss.20-29, 2019 (SCI-Expanded, Scopus) identifier identifier

10. Optik Akış Görüntüsü ve Bi-Lstm ile Şiddet İçeren Hareketlerin Sınıflandırılması

KEÇELİ A. S., KAYA A.
Avrupa Bilim ve Teknoloji Dergisi , sa.14, ss.204-208, 2018 (TRDizin)

11. Cascaded classifiers and stacking methods for classification of pulmonary nodule characteristics

Kaya A.
Computer Methods And Programs In Biomedicine , cilt.166, ss.77-89, 2018 (SCI-Expanded, Scopus)

12. Combining 2D and 3D deep models for action recognition with depth information

KEÇELİ A. S., KAYA A., CAN A. B.
SIGNAL IMAGE AND VIDEO PROCESSING , cilt.12, sa.6, ss.1197-1205, 2018 (SCI-Expanded, Scopus) identifier identifier

13. Depth features to recognise dyadic interactions

KEÇELİ A. S., KAYA A., CAN A. B.
IET Computer Vision , cilt.12, sa.3, ss.331-339, 2018 (SCI-Expanded, Scopus) identifier identifier

14. Classification of radiolarian images with hand-crafted and deep features

KEÇELİ A. S., KAYA A., KECELI S. U.
COMPUTERS & GEOSCIENCES , cilt.109, ss.67-74, 2017 (SCI-Expanded, Scopus) identifier

15. Cyclotorsion Detection by Using Scleral Blood Vessels

KAYA A., KEÇELİ A. S., CAN A. B., Çakmak H. B.
COMPUTERS IN BİOLOGY AND MEDİCİNE , cilt.87, ss.152-161, 2017 (SCI-Expanded, Scopus)

16. Cyclotorsion measurement using scleral blood vessels

KAYA A., KEÇELİ A. S., CAN A. B., Cakmak H. B.
COMPUTERS IN BIOLOGY AND MEDICINE , ss.152-161, 2017 (SCI-Expanded, Scopus) identifier identifier identifier

17. Violent activity detection with transfer learning method

KEÇELİ A. S., KAYA A.
ELECTRONICS LETTERS , cilt.53, sa.15, ss.1047-1048, 2017 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

18. A GPU-Based Approach for Automatic Segmentation of White Matter Lesions

KEÇELİ A. S., CAN A. B., KAYA A.
IETE JOURNAL OF RESEARCH , cilt.63, sa.4, ss.461-472, 2017 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

19. A weighted rule based method for predicting malignancy of pulmonary nodules by nodule characteristics

KAYA A., CAN A. B.
JOURNAL OF BIOMEDICAL INFORMATICS , cilt.56, ss.69-79, 2015 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier identifier
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 16

1. Estimation of Acoustic Emission Arrival Time in Concrete Structures Using Convolutional Neural Network

İnderyas O., ALVER N., KAYA A., Bağcı U.
IMAC-XLII Conference and Exposition Standing on the Shoulders of Giants, 17 Ekim 2024, (Tam Metin Bildiri)

2. Extending Virtual Force Field for Obstacle Avoidance via Polynomial Extrapolation

GÜN M., KÜRKÇÜ B., KAYA A.
2024 International Conference on Control, Automation and Diagnosis (ICCAD), Paris, Fransa, 15 - 17 Mayıs 2024, (Tam Metin Bildiri)

3. Machine Learning-Based Improvement of Crack Localization in Concrete Structures

İnderyas O., TAYFUR S., KAYA A., ALVER N.
11th European Workshop on Structural Health Monitoring, 10 - 13 Haziran 2024, (Tam Metin Bildiri)

4. A deep learning based damage estimation model incorporating hybrid AE data for monitoring reinforced concrete structures

İnderyas O., ALVER N., KAYA A.
8th International Conference on Road and Rail Infrastructure, 15 - 17 Mayıs 2024, (Tam Metin Bildiri)

5. ADS-B Attack Classification using Machine Learning Techniques

Kacem T., KAYA A., KEÇELİ A. S., ÇATAL Ç., Wijsekera D., Costa P.
2021 IEEE Intelligent Vehicles Symposium Workshops (IV Workshops), Nagoya, Japonya, 11 Temmuz 2021, (Tam Metin Bildiri) identifier identifier

6. Aşırı Öğrenme Makinesi Algoritmasını Kullanarak Yazılım Zafiyet Kestirimi

KEÇELİ A. S., KAYA A., ÇATAL Ç., TEKİNERDOĞAN B.
Ulusal Yazılım Mühendisliği Sempozyumu, Türkiye, 23 Eylül 2019 - 25 Eylül 2015, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

7. İskelet Hacmi ve Derin Öğrenme ile Hareket Tanıma

KEÇELİ A. S., KAYA A., CAN A. B.
2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri)

8. Action Recognition with Skeletal Volume and Deep Learning

KEÇELİ A. S., KAYA A., CAN A. B.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri) identifier identifier

9. Investigation of Transfer Learning on Pulmonary Nodule Characteristics

KAYA A., KEÇELİ A. S., CAN A. B.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri) identifier identifier

10. Malignancy prediction by using characteristic-based fuzzy sets: A preliminary study

KAYA A., CAN A. B.
IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, İstanbul, Türkiye, 2 - 05 Ağustos 2015, (Tam Metin Bildiri) identifier

11. A RARE CAUSE OF LUMBOSACRAL PLEXOPATHY: BLADDER DIVERTICULUM

KAYA A., Bekircan-Kurt C. E., GOCMEN R., TAN E.
Biennial Meeting of the Peripheral-Nerve-Society, Quebec, Kanada, 27 Haziran - 02 Temmuz 2015, cilt.20, ss.166-167, (Özet Bildiri) identifier

12. Determining Malignancy of Small Pulmonary Nodules by Nodule Characteristics

KAYA A., CAN A. B.
6th European Conference of the International Federation for Medical and Biological Engineering, 7 - 11 Eylül 2014, (Tam Metin Bildiri)

13. eFis: A Fuzzy Inference Method for Predicting Malignancy of Small Pulmonary Nodules

KAYA A., CAN A. B.
11th International Conference on Image Analysis and Recognition (ICIAR), Portekiz, 22 - 24 Ekim 2014, cilt.8815, ss.255-262, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

14. On-board driver assistance system for lane departure warning and vehicle detection

YALIÇ H. Y., KEÇELİ A. S., KAYA A.
International Conference on Electronics Engineering and Informatics, 21 - 22 Eylül 2013, (Tam Metin Bildiri)

15. Designing a pattern stabilization method using scleral blood vessels for laser eye surgery

KAYA A., CAN A. B., Çakmak H. B.
2010 20th International Conference on Pattern Recognition, ICPR 2010, İstanbul, Türkiye, 23 - 26 Ağustos 2010, ss.698-701, (Tam Metin Bildiri) identifier

16. Developing an eye tracking method for laser eye surgery Lazer göz cerrahisi için bir göz takip yöntemi geliştirilmesi

KAYA A., CAN A. B.
2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009, Antalya, Türkiye, 9 - 11 Nisan 2009, ss.392-395, (Tam Metin Bildiri) identifier
Kitaplar 2

1. Model analytics for defect prediction based on design-level metrics and sampling techniques

Kaya A., Keçeli A. S., Çatal Ç., Tekinerdoğan B.
Model Management and Analytics for Large Scale Systems, Bedir Tekinerdogan,Önder Babur,Loek Cleophas,Mark van den Brand,Mehmet Akşit, Editör, Academic Press , London, ss.125-139, 2019

2. A cloud-based big data system to support visually impaired people

Temuçin H., Kaya A., Keçeli A. S., Yalıç H. Y., Tekinerdoğan B.
Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications, Arun Kumar Sangaiah,Michael Sheng,Zhiyong Zhang, Editör, Academic Press , London, ss.1-22, 2018
Metrikler

Yayın

37

Yayın (WoS)

22

Yayın (Scopus)

24

Atıf (WoS)

249

H-İndeks (WoS)

7

Atıf (Scopus)

466

H-İndeks (Scopus)

7

Proje

4

Açık Erişim

3
BM Sürdürülebilir Kalkınma Amaçları