Asst. Prof. BUSE MELİS ÖZYILDIRIM

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Deep Convolutional Generalized Classifier Neural Network

Sarigul M., ÖZYILDIRIM B. M., AVCI M.

NEURAL PROCESSING LETTERS , vol.51, no.3, pp.2839-2854, 2020 (SCI-Expanded)

Differential convolutional neural network

Sarigul M., ÖZYILDIRIM B. M., AVCI M.

NEURAL NETWORKS , vol.116, pp.279-287, 2019 (SCI-Expanded)

PATTERN LAYER REDUCTION FOR A GENERALIZED REGRESSION NEURAL NETWORK BY USING A SELF-ORGANIZING MAP

KARTAL S., ORAL M., ÖZYILDIRIM B. M.

INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE , vol.28, no.2, pp.411-424, 2018 (SCI-Expanded)

One pass learning for generalized classifier neural network

Özyıldırım B. M., AVCI M.

NEURAL NETWORKS , vol.73, pp.70-76, 2016 (SCI-Expanded)

Logarithmic learning for generalized classifier neural network

Özyıldırım B. M., AVCI M.

NEURAL NETWORKS , vol.60, pp.133-140, 2014 (SCI-Expanded)

Generalized classifier neural network

Özyıldırım B. M., AVCI M.

NEURAL NETWORKS , vol.39, pp.18-26, 2013 (SCI-Expanded)

Articles Published in Other Journals

Kamera Görüntüsü Tabanlı Kömür Tozu Patlayabilirlik Ölçme Sistemi

ÜRÜNVEREN A., ÖZYILDIRIM B. M., AVCI M., URAL S.

ÇUKUROVA ÜNİVERSİTESİ MÜHENDİSLİK MİMARLIK FAKÜLTESİ DERGİSİ , vol.33, no.4, pp.123-132, 2018 (Peer-Reviewed Journal)

Genelleştirilmiş regresyon yapay sinir ağı örüntü katman büyüklüğünü azaltmak için kümeleme tabanlı bir yaklaşım

ORAL M., KARTAL S., ÖZYILDIRIM B. M.

Pamukkale Ã?niversitesi MÃ¼hendislik Bilimleri Dergisi , 2018 (Peer-Reviewed Journal)

An Empirical Study of the Extreme Learning Machine for Twitter Sentiment Analysis

ÇOBAN Ö., ÖZYILDIRIM B. M., ÖZEL S. A.

International Journal of Intelligent Systems and Applications in Engineering , vol.6, no.3, pp.178-184, 2018 (Peer-Reviewed Journal)

A cluster based approach to reduce pattern layer size for generalized regression neural network

ORAL M., KARTAL S., ÖZYILDIRIM B. M.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.24, no.5, pp.857-863, 2018 (ESCI)

Refereed Congress / Symposium Publications in Proceedings

A Review of Applied Feature Selection and Dimension Reduction Methods for Clustering

DİNÇ B., ÖZYILDIRIM B. M., ÖZEL S. A.

3rd International Mediterranean Science and Engineering Congress (IMSEC 2018), Adana, Turkey, 24 - 26 October 2018

Deep Learning on Mobile Systems

Curukoglu N., ÖZYILDIRIM B. M.

Innovations in Intelligent Systems and Applications Conference (ASYU), Adana, Turkey, 4 - 06 October 2018, pp.179-182

Handwritten Digits Classification with Generalized Classifier Neural Network

ÖZYILDIRIM B. M., AVCI M.

Innovations in Intelligent Systems and Applications Conference (ASYU), Adana, Turkey, 4 - 06 October 2018, pp.187-189

Image Classification of Aerial Images Using CNN-SVM

Copur M., ÖZYILDIRIM B. M., İBRİKÇİ T.

Innovations in Intelligent Systems and Applications Conference (ASYU), Adana, Turkey, 4 - 06 October 2018, pp.89-94 Sustainable Development

A Deep convolutional neural network model for detecting diabetıc retinopathy.

ÖZYILDIRIM B. M., ORAL M., KARTAL S.

International Congress on Advance in Bioscience and Biotechnology, 25 October 2017 - 29 January 2018 Sustainable Development

Comparison of convolutional neural network models for food image classification

ÖZSERT YİĞİT G., ÖZYILDIRIM B. M.

2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA 2017), Gdynia, Poland, 3 - 05 July 2017, pp.349-353

Comparison of Convolutional Neural Network Models for Food Image Classification

Ozsert Yigit G., ÖZYILDIRIM B. M.

IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Gdynia, Poland, 3 - 05 July 2017, pp.349-353 Sustainable Development

Antik Madeni Paraların Derin Konvolüsyon Yapay Sinir Ağları İle Sınıflandırılması

ÖZYILDIRIM B. M., AVCI M.

ASYU 2016, Turkey, 29 September - 01 October 2016

Comparison of Deep Convolutional Neural Network Structures The effect of layer counts and kernel sizes

KARTAL S., ÖZYILDIRIM B. M.

Fourth International Conference on Advances in Information Processing and Communication Technology - IPCT 2016, Roma, Italy, 18 - 19 August 2016, pp.16-19