Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Sensor Failure Tolerable Machine Learning-Based Food Quality Prediction Model

KAYA A., Keceli A. S., Catal C., Tekinerdogan B.
SENSORS , vol.20, no.11, 2020 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier identifier

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 , vol.170, 2020 (SCI-Expanded) Creative Commons License identifier identifier

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 , vol.158, pp.20-29, 2019 (SCI-Expanded) identifier identifier

Cascaded classifiers and stacking methods for classification of pulmonary nodule characteristics

Kaya A.
Computer Methods And Programs In Biomedicine , vol.166, pp.77-89, 2018 (SCI-Expanded)

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 , vol.12, no.6, pp.1197-1205, 2018 (SCI-Expanded) identifier identifier

Depth features to recognise dyadic interactions

KEÇELİ A. S., KAYA A., CAN A. B.
IET Computer Vision , vol.12, no.3, pp.331-339, 2018 (SCI-Expanded) identifier identifier

Classification of radiolarian images with hand-crafted and deep features

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

Cyclotorsion Detection by Using Scleral Blood Vessels

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

Violent activity detection with transfer learning method

KEÇELİ A. S., KAYA A.
ELECTRONICS LETTERS , vol.53, no.15, pp.1047-1048, 2017 (SCI-Expanded) Sustainable Development identifier identifier

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

KEÇELİ A. S., CAN A. B., KAYA A.
IETE JOURNAL OF RESEARCH , vol.63, no.4, pp.461-472, 2017 (SCI-Expanded) Sustainable Development identifier identifier

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

KAYA A., CAN A. B.
JOURNAL OF BIOMEDICAL INFORMATICS , vol.56, pp.69-79, 2015 (SCI-Expanded) Sustainable Development identifier identifier identifier

Articles Published in Other Journals

Video Görüntülerinde Şiddet İçeren Aktivitelerin Lstm Ağı İle Tespiti

KEÇELİ A. S., KAYA A.
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi , vol.21, no.63, 2019 (Peer-Reviewed Journal)

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

KEÇELİ A. S., KAYA A.
Avrupa Bilim ve Teknoloji Dergisi , no.14, pp.204-208, 2018 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

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, Japan, 11 July 2021 identifier identifier

Aşırı Öğrenme Makinesi Algoritmasını Kullanarak Yazılım Zafiyet Kestirimi

KEÇELİ A. S., KAYA A., ÇATAL Ç., TEKİNERDOĞAN B.
Ulusal Yazılım Mühendisliği Sempozyumu, Turkey, 23 September 2019 - 25 September 2015 Sustainable Development

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, Turkey, 15 - 18 May 2017

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, Turkey, 15 - 18 May 2017 identifier identifier

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, Turkey, 15 - 18 May 2017 identifier identifier

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, Turkey, 2 - 05 August 2015 identifier

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, Canada, 27 June - 02 July 2015, vol.20, pp.166-167 identifier

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 September 2014

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), Portugal, 22 - 24 October 2014, vol.8815, pp.255-262 Sustainable Development identifier identifier

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, Turkey, 23 - 26 August 2010, pp.698-701 identifier

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, Turkey, 9 - 11 April 2009, pp.392-395 identifier

Metrics

Publication

27

Citation (WoS)

245

H-Index (WoS)

7

Citation (Scopus)

314

H-Index (Scopus)

6

Project

4

Open Access

2
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