Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Articles Published in Other Journals

Application of Statistical and Artificial Intelligence Techniques for Medium-Term Electrical Energy Forecasting: A Case Study for a Regional Hospital

JOURNAL OF SUSTAINABLE DEVELOPMENT OF ENERGY WATER AND ENVIRONMENT SYSTEMS-JSDEWES, vol.8, no.3, pp.520-536, 2020 (Refereed Journals of Other Institutions) Creative Commons License identifier identifier

Widespread Artificial Neural Network (ANN) Structures for Current Harmonics Extraction

Journal of Electrical Engineering, vol.18, no.3, pp.363-368, 2018 (Refereed Journals of Other Institutions)

Estimation of Electrical Characteristics and Maximum Power Point of Photovoltaic Panel

Journal of Electrical Systems, vol.13, no.2, pp.255-265, 2017 (Journal Indexed in ESCI) identifier identifier

Current Overview of Renewable Energy Resources in Rwanda

Journal of Energy and Natural Resources, vol.5, no.6, pp.92-97, 2017 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

USING DEEP LEARNING ALGORITHM TO DIAGNOSE PARKINSON DISEASE WITH HIGH ACCURACY

ISADET 2019(International Symposium on Advanced Engineering Technologies), Kahramanmaraş, Turkey, 2 - 04 May 2019, pp.200

Isometric Contractile and Biochemical Performance Computational Theory Using Artificial Neural Network

International Congress on Biological and Medical Sciences, Niğde, Turkey, 31 October - 03 November 2018

A Comparative Application of Multilayer Perceptron and Voted Perceptron Neural Network Algorithms to Detect Children with Autism

HIBIT2018 (11th International Symposium on Health Informatics and Bioinformatics), 25 - 27 October 2018, pp.79-80

THE OPTIMIZED ARTIFICIAL NEURAL NETWORK BASED ESTIMATION OF ELECTRICITY GENERATION OF TURKEY

16th International Conference on Clean Energy (ICCE-2018), Famagusta, Cyprus (Kktc), 9 - 11 May 2018

Image Classification of Aerial Images Using CNN-SVM

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

TUMOR TYPE DETECTION USING NAIVE BAYES ALGORITHM ON GENE EXPRESSION CANCER RNA SEQ DATA SET

ICENTE’17(INTERNATIONAL CONFERENCE ON ENGINEERING TECHNOLOGIES 2017), Konya, Turkey, 7 - 09 December 2017, pp.482-486

Tumor Type Detection Using Naïve Bayes Algorithm on Gene Expression Cancer RNA-Seq Data Set

International Conference on Engineering Technologies(ICENTE?17), Konya, Turkey, 7 - 09 December 2017, pp.482-486

Application of Feed Forward Backpropagation and Cascade Forward Backpropagation Neural Network Algorithms to Detect Pulsar Stars

International Advanced Researches & Engineering Congress-2017, Osmaniye, Turkey, 16 - 18 November 2017, pp.1064-1067

Classification of Down Syndrome of Mice Protein Dataset on MongoDB using Bayesian Network

International Advanced Researches & Engineering Congress-2017, Osmaniye, Turkey, 16 - 18 November 2017, pp.1-5

Melez Filtreleme Yaklaşımıyla Düzensiz Proteinlerin Özellik Seçimi

2nd International Mediterranean Science and Engineering Congress, Adana, Turkey, 25 - 27 October 2017, pp.1835-1836

Machine Learning for Computational Biology

Ministerio de Salud, Instituto Nacional De Salud, Audititorium of Biomedicine Lab., Lima, Peru, 16 June 2017

To detect HIV1 Protease Cleavage Sites by using Classification Algorithms

VI Congreso Internacional Enfermedades Tropicales e Infecciosas, Iquitos, Peru, 7 - 10 June 2017

Classifying breast cancer by using decision tree algorithms

6th International Conference on Software and Computer Applications, ICSCA 2017, Bangkok, Thailand, 26 - 28 February 2017, pp.144-148 identifier

Hybrid classification procedure using SVM with LR on two distinctive datasets

6th International Conference on Software and Computer Applications, ICSCA 2017, Bangkok, Thailand, 26 - 28 February 2017, pp.68-71 identifier

Prediction of protein residue contact maps by using supervised learning methods

1st International Mediterranean SCIENCE AND ENGINEERING CONGRESS, Adana, Turkey, 26 - 28 October 2016, pp.3351-3357

Comparative Study of Artificial Neural Network and Support Vector Machines in Local Global Solar Radiation Estimation

1st International Meditterranean Science and Engineering Congress, Adana, Turkey, 26 - 28 October 2016, pp.12-17

SAA proteinlerinin yapısal özelliklerinin makina öğrenme metotları ile ortaya konulması

1st International Mediterranean Science and Engineering Congress (IMSEC 2016), Adana, Turkey, 26 - 28 October 2016, pp.1018-1024 Creative Commons License

Bölgesel toplam güneş radyasyonu tahminlerinde yapay sinir ağları ve destek vektör makineleri metotlarının kıyaslanmaları

1st International Mediterranean Science&Engineering Congress(IMSEC2016), Adana, Turkey, 26 - 28 October 2016, pp.12-17

Bölgesel toplam güneş radyasyonu tahminlerinde yapay sinir ağları ve destek vektör makineleri metotlarının kıyaslanmaları

1st International Mediterranean Science&Engineering Congress(IMSEC2016), Adana, Turkey, 26 - 28 October 2016, pp.12-17

Düzensiz proteinlerin yapı tahmininde açıklayıcı özelliklerin etkisi

1st International Mediterranean Science&Engineering Congress(IMSEC2016), Adana, Turkey, 26 - 28 October 2016, pp.4604-4612

Texture analysis of Melanoma Images for Computer aided Diagnosis

International Conference on Intelligent Computing,Computer Science and Information Systems (ICCSIS-16), Pattaya, Thailand, 28 - 29 April 2016, pp.26-29

Meta learning on small biomedical datasets

International Conference on Information Science and Applications, ICISA 2016, Minh City, Vietnam, 15 - 18 February 2016, vol.376, pp.933-939 identifier

Fiksatörün En Yakın Noktalar Yaklaşımıyla Tekillik Denetimi

Tıp Teknolojileri Ulusal Kongresi, TIPTEKNO'15, Muğla, Turkey, 15 - 18 October 2015

Singularity Detection İn an External Fixator of Gough Stewart Platform Type

International Conference on Innovative Technologies, Dubrovnik, Croatia, 9 - 11 September 2015, pp.284-287

Singularity Detection in an External Fixator of Gough-Stewart Platform Type

International Conference on Innovative Technologies, IN-TECH 2015, Dubrovnik, Croatia, 9 - 11 September 2015, pp.284-287

Machine Learning for the Amyloid Proteins that affect on Familial Mediterranean Fever-FMF

Theoretical and Practical Course High Performance and Cloud Computing for Bioinformatics", Manizales, Colombia, 1 - 05 July 2015, pp.1

Recognition of non-speech sounds using Mel-frequency cepstrum coefficients and dynamic time warping method

2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 June 2015, pp.144-147

Ortopedik Uygulamalarda Bilgisayarlı Denetim Sistemi

1. Endüstriyel Otomasyon Kongre ve Sergisi, Adana, Turkey, 14 - 16 May 2015, pp.29-38

RECOGNITION OF NON-SPEECH SOUNDS USING MEL-FREQUENCY CEPSTRUM COEFFICIENTS AND DYNAMIC TIME WARPING METHOD

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.144-147 identifier identifier

Singularity Analysis of a Fixator by Closest Points Approach

Medical Technologies National Conference (TIPTEKNO), Bodrum, Turkey, 15 - 18 October 2015 identifier

Emphysema Discrimination from Raw HRCT Images by Convolutional Neural Networks

9th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 26 - 28 November 2015, pp.705-708 identifier

Displacement Analysis of Robotic Frames for Reliable and Versatile Use as External Fixator

4th IEEE Annual International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), Hong Kong, PEOPLES R CHINA, 4 - 07 June 2014, pp.180-185 identifier identifier

A comparative study on the effect of feature selection on classification accuracy

1st World Conference on Innovation and Software Development (INSODE), İstanbul, Turkey, 2 - 10 October 2011, vol.1, pp.323-327 identifier

A Comparative Study on the Effect of Feature Selection on Classification Accuracy

2nd World Conference on Information Technology, Antalya, Turkey, 23 - 26 November 2011, pp.1-5

Diagnosis of Parkinson's disease by using neural networks ensemble Birleştirilmiş yapay sinir aǧlariyla Parkinson hastaliǧi teşhisi

2010 7th National Conference on Electrical, Electronics and Computer Engineering, ELECO 2010, Bursa, Turkey, 2 - 05 December 2010, pp.502-506 identifier

A Mathematical Model in the Implementation of a Stewart-Gough Platform as an External Fixator

11th International Congress of the IUPESM/World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, 7 - 12 September 2009, vol.25, pp.708-711 identifier

Using threshold techniques with K-means for MRI segmentation

2009 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2009, Las Vegas, NV, United States Of America, 13 - 16 July 2009, vol.2, pp.651-655 identifier

Ortopedik Klinik Uygulamalar İçin Bir Fiksatörün Tasarımı İmalatı Ve Kullanılışı

III. Ulusal Tıbbi Cihazlar İmalatı Sanayi Kongre ve Sergisi, Samsun, Turkey, 6 - 07 November 2009, pp.3-8

Ortopedik Klinik Uygulamalar İçin Bir Fiksatörün Tasarımı İmalatı ve Kullanılışı

III. Ulusal Tıbbi Cihazlar İmalat Sanayi Kongre ve Sergisi, Samsun, Turkey, 6 - 07 November 2009, pp.33-43

A Mathematical Model in the Implementation of a Stewart-Gough Platform as an External Fixator

World Congress on Medical Physics and Biomedical Engineering, Münih, Germany, 7 - 12 September 2009, vol.25, pp.708-7011

A Mathematical Model in the Implementation of a Stewart-Gough Platform as an External Fixator

World Congress on Medical Physics and Biomedical Engineering IFMBE Proceedings, Munich,, Germany, 7 - 12 September 2009, pp.708-711

A Mathematical Model in the Implementation of a Stewart-Gough Platform as an External Fixator

World Congress on Medical Physics and Biomedical Engineering, Münih, Germany, 7 - 12 September 2009, vol.25, pp.708-7011

Stewart Platformunun Konuşlandırılmasıyla Kemik Fragmanlarının Hizalanması

2. Ulusal Yapay Organlar ve Destek Sistemleri Kongresi, Antalya, Turkey, 23 - 26 April 2009, pp.19

Alignment of Bone Fragments through the Deployment of a Stewart Platform Mechanism

TUYOD 2009 2nd National Congress on Artificial Organs and Support Systems, Antalya, Turkey, 23 - 26 April 2009, vol.33, no.8

Supervised gravitational clustering with bipolar fuzzification

4th International Conference on Intelligent Computing, ICIC 2008, Shanghai, China, 15 - 18 September 2008, pp.667-674 identifier identifier

Fuzzy C-Means based DNA motif discovery

4th International Conference on Intelligent Computing, Shanghai, China, 15 - 18 September 2008, vol.5226, pp.189-190 identifier identifier

Gravitational Fuzzy Clustering

7th Mexican International Conference on Artificial Intelligence (MICAI 2008), Atizapan de Zaragoza, Mexico, 27 - 31 October 2008, vol.5317, pp.524-526 identifier identifier

Prediction Of Disordered Regions Of Proteins With New N-Pieces Naïve Bayes Algorithm

Artificial Neural Networks In Engineering, St. Louis, United States Of America, 11 - 14 November 2007, pp.43-48

Hemoglobin secondary structure prediction with four kernels on support vector machines

ICSC Congress on Computational Intelligence Methods and Applications, İstanbul, Turkey, 15 - 17 December 2005, pp.72-74 identifier identifier

New transform techniques for enhancement and fusion of multispectral and hyperspectral images

ICSC Congress on Computational Intelligence Methods and Applications, İstanbul, Turkey, 15 - 17 December 2005, pp.252-257 identifier identifier

Destek Vektörlerinin Proteinlerin İkincil Yapılarını Tahmin Etmek İçin Uygulanması

Biyomedikal Mühendisliği Ulusal Toplantısı (BİYOMUT 2004), İstanbul, Turkey, 25 - 27 June 2004, pp.114-118

Destek Vektörlerinin Proteinlerin İkincil Yapılarını Tahmin Etmek Için Uygulanması

Biyomedikal Mühendisliği Ulusal Toplantısı (BİYOMUT 2004), İstanbul, Turkey, 25 - 27 June 2004, pp.114-118

Destek Vektörlerinin Proteinlerin İkincil Yapılarını Tahmin etmek için Uygulanması

X. Biyomedikal Mühendisliği Ulusal Toplantısı (BİYOMUT 2004), İstanbul, Turkey, 25 - 27 May 2004, pp.114-118

Protein İkincil Yapıların Kendi Kendine Organize Olma Metodu ile Tahmin Edilmesi

IX. Biyomedikal Mühendisliği Ulusal Toplantısı (BİYOMUT 2003), İstanbul, Turkey, 29 - 30 May 2003, pp.1-4

Mahalanobis distance with radial basis function network on protein secondary structures

24th Annual International Conference of the Engineering-in-Medicine-and-Biology-Society/Annual Fall Meeting of the Biomedical-Engineering-Society (EMBS 2002 BMES), Texas, United States Of America, 23 - 26 October 2002, pp.2184-2185 identifier identifier

Assessment of Gaussian radial basis function network on protein secondary structures

23rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society, İstanbul, Turkey, 25 - 28 October 2001, vol.23, pp.3852-3854 identifier identifier

Multilayer Networks Applied to Protein Secondary Structure Prediction

Türk Yapay Zekâ ve Sinir Ağları Sempozyumu (TAINN 2000), İzmir, Turkey, 21 - 23 June 2000, pp.199-208

Application of Neural Network for Home Security System

Artificial Neural Nets and Genetic Algorithms, Ales, France, 19 - 21 April 1995, pp.448-451

Application of neural network for home security system

International Conference on Artificial Neural Nets and Genetic Algorithms, Ales, France, 01 January 1995, pp.448-451 identifier

Signal processing and modelling of the response of crayfish photosensitive ganglion

1st Regional Conference of the IEEE Engineering-in-Medicine-and-Biology-Society/14th Conference of the Biomedical-Engineering-Society-of-India, New Delhi, India, 15 - 18 February 1995, pp.204-205 identifier identifier

Learning Time in Neural Network

Ç.Ü Müh-Mim. Fak. 15 Yıl Sempozyumu, Adana, Turkey, 4 - 07 April 1994, pp.439-444

Books & Book Chapters

Derin Öğrenme Mimarisi

in: Sağlık Bilimlerinde Yapay Zeka, Ahmet Rıza ŞAHİN, Kamil DOĞAN, Süleyman SİVRİ, Editor, Akademisyen Kitabevi, pp.41-50, 2020

Fiksatör Otomasyonu

Tubitak Proje No:106M466 Kesin Raporu, Adana, 2010