• 1 Fırat Teknokent

  Yönetim Kurulu Üyesi » 2012-08-01 tarihinden itibaren.

• 2 Enformatik Bölümü

  Bölüm Başkanı » 2012-08-12 tarihinden itibaren.

• 3 Bilgi İşlem Daire Başkanlığı

  Daire Başkanı » 2012-08-12 tarihinden itibaren.

• 4 TÜBİTAK-TEYDEB-BİLTEG Danışma Kurulu

  Kurul Üyesi » 2014-04-08 ile 2015-04-08 tarihleri arasında.

• 5 Fırat Üniversitesi Bilgisayar Mühendisliği

  Bölüm Başkan Yardımcısı » 2008-01-01 ile 2012-06-30 tarihleri arasında.

• 6 Fırat Üniversitesi Strateji Belirleme Komisyonu

  Kurul Üyesi » 2012-11-20 ile 2013-09-30 tarihleri arasında.

• 7 TÜBİTAK-BİLGEM-BTE-Akademi Heyeti

  Kurul Üyesi » 2015-12-28 tarihinden itibaren.

• 8 TÜBİTAK-BİLGEM Yönetim Kurulu

  Yönetim Kurulu Üyesi » 2019-01-01 tarihinden itibaren.

Verdiği Dersler

Kitaplar

Fox, G., Aydın, G., Bulut, H., Shrideep, P., Marlon, P., Sayar, A., Wenjun, W., Gang, Z., , Distributed Cooperative Laboratories Networking Instrumentation and Measurements, Springer US, 2006, , 978-0-387-29811-5.

Geoffrey, F., Shrideep, P., Aydın, G., Marlon, P., , Grid Computing The New Frontier of High Performance Computing, Elsevier Science, 2005, 444, 978-0-444-51999-3.

Aydın, G., , Research on Computer Science Computer and Electronics Engineering Topics in CS CE, VDM Verlag Dr. Müller, 2009, , 3639120035.

Makaleler

Uluslararası

Yıldırım, Ö., Talo, M., Ay, B., Baloğlu, U.B., Aydın, G., Acharya, U.R., (2019). Automated detection of diabetic subject using pre-trained 2D-CNN models with frequency spectrum images extracted from heart rate signals. Computers in Biology and Medicine, 113(),103387-.
Talo, M., Yıldırım, Ö., Baloğlu, U.B., Aydın, G., Acharya, U.R., (2019). Convolutional neural networks for multi-class brain disease detection using MRI images. Computerized Medical Imaging and Graphics, 78(),101673-.
Ay, B., Yıldırım, Ö., Talo, M., Baloğlu, U.B., Aydın, G., Puthankattıl, S.D., Acharya, U.R., (2019). Automated Depression Detection Using Deep Representation and Sequence Learning with EEG Signals. Journal of Medical Systems, 43(7),-.
Ay, B., Talo, M., Hallaç, İ.R., Aydın, G., (2018). Evaluating deep learning models for sentiment classification. Concurrency and Computation: Practice and Experience, 30(21),4783-.
Aydın, G., Hallaç, İ.R., (2016). Distributed log analysis on the cloud using MapReduce. Tehnicki vjesnik - Technical Gazette, 23(4),1011-1016.
Aydın, G., Sayar, A., Gadgıl, H., Aktaş, M.S., Fox, G.C., Ko, S., Bulut, H., Pıerce, M.E., (2008). Building and applying geographical information system Grids. Concurrency and Computation: Practice and Experience, 20(14),1653-1695.
Aydın, G., Hallaç, İ.R., Karakus, B., (2015). Architecture and Implementation of a Scalable Sensor Data Storage and Analysis System Using Cloud Computing and Big Data Technologies. Journal of Sensors, 2015(),1-11.
Aktaş, M.S., Aydın, G., Donnellan, A., Fox, G., Granat, R., Grant, L., Lyzenga, G., Mcleod, D., Pallıckara, S., Parker, J., Pıerce, M., Rundle, J., Sayar, A., Tullıs, T., (2006). iSERVO Implementing the International Solid Earth Research Virtual Observatory by Integrating Computational Grid and Geographical Information Web Services. Pure and Applied Geophysics, 163(11-12),2281-2296.
Fox, G.C., Aktaş, M.S., Aydın, G., Gadgıl, H., Pallıckara, S., Pıerce, M.E., Sayar, A., (2009). Algorithms and the Grid. Computing and Visualization in Science, 12(3),115-124.
Balsoy, Ö., Jın, Y., Aydın, G., Pıerce, M., Fox, G., (2005). Automating metadata Web service deployment for problem solving environments. Future Generation Computer Systems, 21(6),910-919.
Pıerce, M.E., Fox, G.C., Aktaş, M.S., Aydın, G., Gadgıl, H., Qı, Z., Sayar, A., (2008). The QuakeSim Project Web Services for Managing Geophysical Data and Applications. Pure and Applied Geophysics, 165(3-4),635-651.
Aydın, G., Qı, Z., Pıerce, M.E., Fox, G.C., Bock, Y., (2007). Architecture performance and scalability of a real time global positioning system data grid. Physics of the Earth and Planetary Interiors, 163(1-4),347-359.
Fox, G., Aydın, G., Bulut, H., Gadgil, H., Pallıckara, S., Pıerce, M., Wu, W., (2007). Management of real time streaming data Grid services. Concurrency and Computation: Practice and Experience, 19(7),983-998.

Bildiriler

Uluslararası

Aydın, G., Kılıç, İ., (2019). Bigailab-trvlp-20k: Turkish License Plate Detection Using Deep Learning With A New Benchmark Dataset. 1. International Informatics and Software Engineering Conference (IISEC), (),-.
Ay, B., Koyun, Z., Demir, M., Aydın, G., (2019). A Visual Similarity Recommendation System using Generative Adversarial Networks. 2019 International Conference on Deep Learning and Machine Learning in Emerging Applications (Deep-ML), (),-.
Ay, B., Aydın, G., (2019). Real-time Pedestrian Attribute Detection from Surveillance Cameras. International Congress on Human- Computer Interaction, Optimization and Robotic Applications, (),7-10.
Hallaç, İ.R., Makinist, S., Ay, B., Aydın, G., (2019). user2Vec: Social Media User Representation Based on Distributed Document Embeddings. 2019 International Artificial Intelligence and Data Processing Symposium (IDAP), (),-.
Hallaç, İ.R., Ay, B., Aydın, G., (2018). Fine-tuning Deep Learning Models for Tweet Classification. International Conference on Artificial Intelligence and Data Processing, (),-.
Tezgider, M., Yıldız, B., Aydın, G., (). Derin Öğrenme Modeli ile Word2Vec Parametrelerinin AyarlanarakKelime Temsilinin Geliştirilmesi Improving Word Representation by Tuning Word2Vec Parameters with Deep Learning Model. 2018 International Conference on Artificial Intelligence and Data Processing (IDAP), (),-.
Esen, S., Aydın, G., (2017). Classification Of Scientific Papers With Big Data Technologies. International Conferance on Computer Science and Engineering, (),-.
Makinist, S., Hallaç, İ.R., Ay, B., Aydın, G., (2017). Preparation of Improved Turkish DataSet for Sentiment Analysisin Social Media. CMES2017, (),-.
Ertam, F., Aydın, G., (2017). Data classification with deep learning using Tensorflow. Computer Science and Engineering (UBMK), (),-.
Karakuş, B., Aydın, G., (2016). Call Center Performance Evaluation Using Big Data Analytics. 3rd IEEE International Symposium on Networks, Computers and Communications (ISNCC-2016), (),-.
A, A.A., Hallaç, İ.R., Aydın, G., (2016). SENTIMENT ANALYSIS ON A DISTRIBUTED PLATFORM. International Engineering, Science and Education Conference, (),-.
Karakus, B., Aydın, G., Hallaç, İ.R., (2015). Distributed Readability Analysis of Turkish Elementary School Textbooks. 2nd International Conference On Information Technology and Computer Science 9-10 July 2016 Pattaya, (),-.
Aydın, G., Hallaç, İ.R., (2015). Document Classification Using Distributed Machine Learning. IPCT 2015 - Second International Conference on Advances in Information Processing and Communication Technology, (),-.
Aydın, G., Hallaç, İ.R., (2015). Distributed NLP. ISITES 2015 - Third International Symposium on Innovative Technologies in Engineering and Science, (),-.
Güngör, Y., Hallaç, İ.R., Aydın, G., Tatar, Y., (2015). Running genetic algorithms on Hadoop for solving high dimensional optimization problems. 9th International Conference on Application of Information and Communication Technologies (AICT), 2015, (),-.
Aydın, G., (). Automatic Clustering of Online News Using Distributed Machine Learning Algorithms. ICNNAI 2012 - International Conference on Neural Networks and Artificial Intelligence, (),-.
Geoffrey, F., Aktaş, M.S., Aydın, G., Donellan, A., Gadgıl, H., Robert, G., Shrıdeep, P., Jay, P., Pıerce, M., Sangyoon, O., John, R., Sayar, A., Mıchael, S., (). Building Sensor Filter Grids Information Architecture for the Data Deluge. SKG '05 - First International Conference on Semantics, Knowledge and Grid, 2005, (),-.
Marlon, P., Fox, G.C., Aydın, G., Qı, Z., Andrea, D., Jay, P., Robert, G., (). QuakeSim Web Services Portals and Infrastructure for Geophysics. IEEE Aerospace Conference, 2007, (),1-7.
Aydın, G., Özal, Y., (). Detecting Relationships Between Earthquake Zones Using Association Rules. INISTA 2010 - The International Symposium on INnovations in Intelligent SysTems and Applications, (),297-301.
Aydın, G., Kaplan, A., Topcu, A.E., Yıldız, B., Balsoy, Ö., Marlon, P., Fox, G., (). An XML Based System for Dynamic Message Content Creation Delivery and Control. IKS 2002 - IASTED International Conference on Information and Knowledge Sharing, (),-.
Balsoy, Ö., Aktaş, M.S., Aydın, G., Aysan, M.N., Ikibaş, C., Kaplan, A., Kim, J., Marlon, P., Beytullah, Y., Fox, G.C., (). The Online Knowledge Center Building a Component Based Portal. IKE 2002 - International Conference on Information and Knowledge Engineering, (),-.
Granat, R., Aydın, G., Pıerce, M., Qı, Z., (). Analysis of Streaming GPS Measurements of Surface Displacement Through a Web Services Environment. CIDM 2007 - IEEE Symposium on Computational Intelligence and Data Mining, (),750-757.
Aydın, G., Geoffrey, F., Marlon, P., (). Streaming Data Services to Support Archival and Real Time Geographical Information System Grids. ESTC2006 - Sixth Annual NASA Earth Science Technology Conference, (),-.
Aydın, G., Qı, Z., Marlon, P., Yehuda, B., Fox, G., (). Building a Sensor Grid for Real Time Global Positioning System Data. Workshop on Principles of Pervasive Information Systems Design at Pervasive 2007, (),-.
Aktaş, M.S., Aydın, G., Andrea, D., Geoffrey, F., Robert, G., Gregory, L., Dennıs, M., Shrıdeep, P., Parker, J., Pıerce, M., Rundle, J., Sayar, A., (). Implementing Geographical Information System Grid Services to Support Computational Geophysics in a Service Oriented Environment. ESTC 2005 - NASA Earth-Sun System Technology Conference, (),-.
Fox, G., Aydın, G., (). Grids for Real Time Data Applications. PPAM 2005 - Parallel Processing and Applied Mathematics, (),320-332.
Aydın, G., Aktaş, M.S., Geoffrey, F., Harshawarhdan, G., Marlon, P., Sayar, A., (). SERVOGrid complexity computational environments CCE integrated performance analysis. The 6th IEEE/ACM International Workshop on Grid Computing, 2005., (),-.

Ulusal

Talo, M., Ay, B., Makinist, S., Aydın, G., (2018). Bigailab-4race-50K: Race Classification with a New Benchmark Dataset. 2018 International Conference on Artificial Intelligence and Data Processing (IDAP), (),-.
Makinist, S., Ay, B., Hallaç, İ.R., Talo, M., Aydın, G., (2017). Türkçe Haber Dokümanlarının Gensim Simserver ile Sınıflandırılması. 5. Yüksek Başarımlı Hesaplama Konferansı, (),-.
Ay, B., Hallaç, İ.R., Talo, M., Aydın, G., (2017). Derin Öğrenme ile Türkçe Film Yorumlarının Duygu Sınıflandırması. 5.Ulusal Yüksek Başarımlı Hesaplama Konferansı, (),-.
Tezgider, M., Aydın, G., (2017). Hadoop ile Dağıtık Görüntü İşleme - Distributed Image Processing with Hadoop. 1.Ulusal Bulut Bilişim ve Büyük Veri Sempozyumu, (),71-75.
Aydın, G., Erdoğan, Y.A., (). Web Tabanlı bir Mekânsal Karar Destek Sistemi Tasarımı ve Geliştirilmesi. FEEB 2011 - Elektrik-Elektronik Bilgisayar Sempozyumu, (),242-247.
Yıldırım, G., Aydın, G., Alli, H., Tatar, Y., (). Hadoop ile Kaos Temelli FCW Optimizasyon Algoritmasının Analizi. ELECO 2014 - Elektrik – Elektronik – Bilgisayar ve Biyomedikal Mühendisliği Sempozyumu, (),708-712.
Aydın, G., Özal, Y., (). Pattern Informatics Metodu İle Deprem Tahmini ve Türkiye Deprem Verileri Üzerinde Uygulanması. ASYU 2010 - Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, (),1-4.
Aydın, G., Özal, Y., (). Deprem Verilerinin Analizinde Kümeleme Yönteminin Kullanılması Türkiye Deprem Kataloğu Üzerinde Bir Çalışma. BMYS 2010 - Bilimde Modern Yöntemler Sempozyumu, (),668-679.

Projeler

Elazığ İli Yenilik Platformu, 11.04.2012-08.11.2017

SOSYAL AĞLAR İÇİN BULUT TABANLI, DAĞITIK İTİBAR ANALİZİ SİSTEMİ, 01.01.2015-12.05.2017

TEYDEB 1507 7150247 MOBI L AYGITLARDA KULLANILABI LECEK DI JI TAL YAYINCILIK PLATFORMU I C I N BU YU K VERI ALTYAPISININ KURULMASI VE BULUT TABANLI TAVSI YE SI STEMI NI N GELI S TI RI LMESI , 01.01.2015-30.06.2016

ARDEB 112R006 Elazığ İli Yenilik Platformu, -

TEYDEB 1507 7131232 Bulut U zerinde Dag ıtık Mimaride C alıs abilen Akıllı Doku man Arama Depolama ve Paylas ım Sistemi, 01.01.2014-30.06.2015

TEYDEB 1512 2140243 Çağrı Merkezleri için Bulut Tabanlı Dağıtık Performans Analizi ve Değerlendirme Sistemi, 01.01.2015-20.12.2016

TEYDEB 1512 2140281 Sosyal Ağlar İçin Bulut Tabanlı Dağıtık İtibar Analizi Sistemi, 01.01.2015-31.12.2015

KOSGEB AR GE Projesi Web Tabanlı CBS Geliştirilmesi No 835, -

Bilim Sanayi ve Teknoloji Bakanlığı Teknogirişim Sermayesi Desteği Projesi No 133, -

Unix Laboratuvarı Kurulumu Altyapı Projesi Fırat Üniversitesi BAP, -

TEYDEB 1507 7120341 KONUM TABANLI AKILLI REKLAM TANITIM PLATFORMU VE KENT ULAŞIM BİLGİ SİSTEMİ, 10.08.2012-05.03.2015

Üyelikler

TÜBİTAK-BİLGEM-BTE-Akademi Heyeti

TÜBİTAK-TEYDEB-BİLTEG Danışma Kurulu

Fırat Teknokent

Uluslararası, Dergi, Turkish Journal of Electrical Engineering and Computer Sciences, 5

Ulusal, Dergi, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 1

Uluslararası, Dergi, Gazi University Journal of Science, 5

Uluslararası, Dergi, Advances in Mechanical Engineering, 1

Ulusal, Dergi, Mühendislik Bilimleri Dergisi, 1

Uluslararası, Dergi, Turkish Journal of Electrical Engineering and Computer Sciences, 5