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45
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1
UN Sustainable Development Goals
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Announcement
Öğrenci Görüşme Saatleri
Announcement
10/12/2020
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Education
2004 - 2011
2004 - 2011Doctorate
Yildiz Technical University, Graduate School Of Natural And Applied Sciences, Bilgisayar Mühendisliği, Turkey
2002 - 2004
2002 - 2004Postgraduate
Yildiz Technical University, Graduate School Of Natural And Applied Sciences, Bilgisayar Mühendisliği, Turkey
1998 - 2002
1998 - 2002Undergraduate
Yildiz Technical University, Faculty of Electrical & Electronics, Bilgisayar Bilimleri Mühendisliği, Turkey
Dissertations
2011
2011Doctorate
Metin sınıflama için yeni bir özellik çıkarım yöntemi
Yıldız Teknik Üniversitesi, Graduate School of Natural and Applied Sciences, Bilgisayar Mühendisliği
2004
2004Postgraduate
Renk özelliği ile görüntü kütüphanelerinde içerik tabanlı sorgulama sistemi
Yıldız Teknik Üniversitesi, Graduate School of Natural and Applied Sciences, Bilgisayar Mühendisliği
Foreign Languages
B2 Upper Intermediate
B2 Upper IntermediateEnglish
Research Areas
Computer Sciences
Artificial Intelligence, Computer Learning and Pattern Recognition
Knowledge Engineering
Natural Language Processing
Text/Document Processing
Neural Networks
Software
Software Engineering
Soft Computing
Engineering and Technology
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2018 - Present
2018 - PresentAssistant Professor
Yildiz Technical University, Faculty of Electrical & Electronics, Computer Engineering
2017 - 2018
2017 - 2018Assistant Professor
Yildiz Technical University, Faculty of Electrical & Electronics, Computer Engineering
2011 - 2017
2011 - 2017Research Assistant PhD
Yildiz Technical University, Faculty of Electrical & Electronics, Computer Engineering
2003 - 2011
2003 - 2011Research Assistant
Yildiz Technical University, Faculty of Electrical & Electronics, Computer Engineering
Non Academic Experience
2014 - 2017
2014 - 2017Müdür
G1 Yazılım Arge Eğitim Danışmanlık San. ve Tic.Ltd.Şti., Müdür
2002 - 2014
2002 - 2014Bilgisayar Uzmanı
Biricik Yayıncılık Ltd.Şti., Bilgisayar Uzmanı
2001 - 2014
2001 - 2014Yazılım Mühendisi
Borusan Holding, BNet, Yazılım Mühendisi
1999 - 2014
1999 - 2014Yazılım Stajyeri
32Bit Bilgisayar Hizmetleri Ltd.Şti., Yazılım Stajyeri
Articles
All (8)
SCI-E, SSCI, AHCI (5)
SCI-E, SSCI, AHCI, ESCI (6)
ESCI (1)
Scopus (5)
TRDizin (1)
Other Publications (2)
2021
20211. The Performance Comparison of Gene Co-expression Networks of Breast and Prostate Cancer using Different Selection Criteria
Cingiz M. O., Biricik G., Diri B.
INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES
, vol.13, pp.500-510, 2021 (SCI-Expanded, Scopus)
2017
20172. Artificial neural network and SARIMA based models for power load forecasting in Turkish electricity market
BOZKURT Ö. Ö., BİRİCİK G., TAYŞİ Z. C.
PLOS ONE
, vol.12, no.4, 2017 (SCI-Expanded, Scopus)
2017
20173. ARNetMiT R Package: association rules based gene co-expression networks of miRNA targets
Cıngız M. O., Biricik G., Diri B.
CELLULAR AND MOLECULAR BIOLOGY
, vol.63, pp.18-25, 2017 (SCI-Expanded, Scopus)
2016
20164. FRAUD RISK MANAGEMENT FOR GSM SYSTEMS
Tüfekçioğlu O., Biricik G., Diri B.
Sigma Journal of Engineering and Natural Sciences , vol.8, no.2, pp.169-174, 2016 (ESCI)
2015
20155. Applying Artificial Immune System for Outlier Detection: A Comparative Study
Biricik G., Güçlü M., Diri B.
International Journal of Advances in Engineering Science and Technology , vol.4, no.2, pp.84-93, 2015 (Peer-Reviewed Journal)
2015
20156. Am I typing fresh tweets: Detecting up-to-dateness and worth of categorical information in microblogs
Cingiz M. Ö., Diri B., Biricik G.
EXPERT SYSTEMS WITH APPLICATIONS
, vol.42, pp.5256-5263, 2015 (SCI-Expanded, Scopus)
2013
20137. A Turkish Automatic Question Answering System with Question Multiplexing:Ben Bilirim
AMASYALI M. F., Biricik G., Solmaz S., Özdemir E.
IJRIT International Journal of Research in Information Technology , vol.1, no.6, pp.46-51, 2013 (Peer-Reviewed Journal)
2012
20128. Abstract feature extraction for text classification
BİRİCİK G., DİRİ B., Sonmez A. C.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, vol.20, pp.1137-1159, 2012 (SCI-Expanded, Scopus, TRDizin)
Papers Presented at Peer-Reviewed Scientific Conferences
2025
20251. Aspect-Based Sentiment Analysis of Clothing Product Reviews by Transformer Models Giyim r nleri Yorumlarinin Transformer Modelleriyle Hedef Tabanli Duygu Analizi
Kilic E., Yasav R. N., BİRİCİK G.
33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Turkey, 25 - 28 June 2025, (Full Text)
2025
20252. Automated Code Review Using Large Language Models with Symbolic Reasoning
Icoz B., BİRİCİK G.
9th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2025, Gaziantep, Turkey, 27 - 28 June 2025, (Full Text)
2023
20233. Performance Evaluation of various ML techniques for Software Fault Prediction using NASA dataset
Alsangari B., Bircik G.
5th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2023, İstanbul, Turkey, 8 - 10 June 2023, (Full Text)
2022
20224. Determining Functional User Comments of Mobile Applications with Semi-Supervised Learning Mobil Uygulamalar için Işlevsel Kullanici Yorumlarinin Yari-Gözetimli Yöntemlerle Bulunmasi
Akbunar D., Erdogan B., BİRİCİK G., AMASYALI M. F.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022, (Full Text)
2021
20215. Forecasting ATM Cash Demands Using Hybrid Modelling
Balkan C., Biricik G., Keyif H.
International Congress on Scientific Advances, Balıkesir, Turkey, 22 - 25 December 2021, pp.598-604, (Full Text)
2020
20206. A Mobile NER Annotation Tool with Turkish Focus
Tayşi Z. C., Biricik G.
INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, Satara, India, 06 November 2020, vol.1, pp.1-4, (Full Text)
2020
20207. Sosyal Ağ Akışlarında Anomali Olaylarının Tespiti için Kelime Frekansı Tabanlı Bir Yöntem
Şeker A., Diri B., Amasyalı M. F., Biricik G.
2nd International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2020), Gaziantep, Turkey, 7 - 09 October 2020, pp.1-4, (Full Text)
2018
20188. A study on forecasting the success of software projects
Buharalı Olcaysoy A., BİRİCİK G., TAYŞİ Z. C., KALIPSIZ O.
17th International Conference on New Trends in Intelligent Software Methodology Tools and Techniques, SoMeT 2018, Granada, Spain, 26 - 28 September 2018, vol.303, pp.678-687, (Full Text)
2017
20179. A Combinatorial Approach to Construct Core and Generic Gene c0-expression Networks of Colon Cancer
CİNGİZ M. Ö., BİRİCİK G., DİRİ B.
The International Symposium on Innovations in Intelligent Systems and Applications, Gdynia, Poland, 03 July 2017, pp.1-5, (Full Text)
2017
201710. Solving Test Suite Reduction Problem Using Greedy and Genetic Algorithms
Yamuç A., CİNGİZ M. Ö., BİRİCİK G., KALIPSIZ O.
9th INTERNATIONAL CONFERENCE on ELECTRONICS, COMPUTERS and ARTIFICIAL INTELLIGENCE, Targoviste, Romania, 29 June 2017, pp.1-5, (Full Text)
2017
201711. A Combinatorial Approach to Construct Core and Generic Gene Co-Expression Networks of Colon Cancer
Cingiz M. O., BİRİCİK G., DİRİ B.
IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Gdynia, Poland, 3 - 05 July 2017, pp.102-106, (Full Text)
2016
201612. Realtime Sentiment Analysis on Twitter: A Case Study on U.S. Presidental Election
BİRİCİK G., Karakaya G.
INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING, Tekirdağ, Turkey, 20 October 2016, pp.291-295, (Full Text)
2015
201513. Türkiye Elektrik Piyasası için Fiyat Tahmin Sistemlerinin Değerlendirilmesi
TAYŞİ Z. C., BİRİCİK G., BOZKURT Ö. Ö.
IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Malatya, Turkey, 16 May 2015, pp.526-529, (Full Text)
2015
201514. Türkiye Elektrik Piyasası için Yük Tahmin Sistemi
BOZKURT Ö. Ö., TAYŞİ Z. C., BİRİCİK G.
IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Malatya, Turkey, 16 May 2015, pp.475-478, (Full Text)
2015
201515. Rekabetçi Elektrik Piyasası için Kısa Dönemli Fiyat Tahmininde Kullanılan Özelliklerin Analizi
BİRİCİK G., BOZKURT Ö. Ö., TAYŞİ Z. C.
IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Malatya, Turkey, 16 May 2015, pp.506-509, (Full Text)
2015
201516. Evaluation of Price Forecast Systems for Turkish Electric Market
TAYŞİ Z. C., BİRİCİK G., BOZKURT Ö. Ö.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.620-623, (Full Text)
2015
201517. Analysis of Features Used in Short-Term Electricity Price Forecasting for Deregulated Markets
BİRİCİK G., BOZKURT Ö. Ö., TAYŞİ Z. C.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.600-603, (Full Text)
2015
201518. Power Load Forecast System for Turkish Electric Market
BOZKURT Ö. Ö., TAYŞİ Z. C., BİRİCİK G.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.569-572, (Full Text)
2012
201219. Comparing the impacts of dimension reduction methods that use class labels on text classification Sinif bi̇lgi̇si̇ni̇ kullanan boyut i̇ndi̇rgeme yöntemleri̇ni̇n meti̇n siniflandirmadaki̇ etki̇leri̇ni̇n karşilaştirilmasi
BİRİCİK G.
2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Turkey, 18 - 20 April 2012, (Full Text)
2012
201220. Sınıf Bilgisini Kullanan Boyut İndirgeme Yöntemlerinin Metin Sınıflandırmadaki Etkilerinin Karşılaştırılması
BİRİCİK G.
20. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Muğla, Turkey, 18 April 2012, pp.1-4, (Full Text)
2011
201121. Demographic information classification exploiting spoken language Konuşma di̇li̇ kullanilarak demografi̇k bi̇lgi̇leri̇n siniflandirilmasi
Irem Türkmen H., DİRİ B., BİRİCİK G., DOĞAN R.
2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011, Antalya, Turkey, 20 - 22 April 2011, pp.13-16, (Full Text)
2011
201122. Konuşma Dili Kullanarak Demografi Bilgilerin Sınıflandırılması
TÜRKMEN ÇİLİNGİR H. İ., DİRİ B., BİRİCİK G., DOĞAN R.
IEEE 19. Sinyal İşleme ve Uygulama Kurultayı, Antalya, Turkey, 20 April 2011, pp.1-5, (Full Text)
2010
201023. A Focused Web Spider Specialized for Turkish Language
BİRİCİK G., Dağdaş S., DİRİ B.
International Symposium on INnovations in Intelligent SysTems and Applications, Kayseri, Turkey, 21 June 2010, pp.1-5, (Full Text)
2009
200924. A New Method for Attribute Extraction with Application on Text Classification
BİRİCİK G., DİRİ B., SÖNMEZ A. C.
5th International Conference on Soft Computing, Computing with Words, Famagusta, Cyprus (Kktc), 02 September 2009, pp.1-5, (Full Text)
2009
200925. Impact of a New Attribute Extraction Algorithm on Web Page Classification
BİRİCİK G., DİRİ B., SÖNMEZ A. C.
5th International Conference on Data Mining, Las Vegas, United States Of America, 13 July 2009, pp.1-5, (Full Text)
2006
200626. Bir ve İki Boyutlu Kendini Örgütleyen Ağlarla Renkli Görüntü Kuantalama
BİRİCİK G.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, İstanbul, Turkey, 31 May 2006, pp.90-94, (Full Text)
2006
200627. Q-Öğrenme Yöntemi İçin Olasılık Temelli Sekiz Yönlü Hareket Stratejisi Geliştirilmesi ve Uygulanması
UĞURLU E. S., BİRİCİK G.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, İstanbul, Turkey, 31 May 2006, pp.52-56, (Full Text)
2006
200628. Olasılık Temelli Hareket Stratejisi Kullanan Q-Öğrenme
UĞURLU E. S., BİRİCİK G.
14. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Antalya, Turkey, 17 April 2006, pp.1-4, (Full Text)
2006
200629. Q-Learning with probability based action policy
Ugurlu E. S., BİRİCİK G.
IEEE 14th Signal Processing and Communications Applications, Antalya, Turkey, 16 - 19 April 2006, pp.210-211, (Full Text)
2005
200530. Content-Based Image Retrieval System Using Color Features
BİRİCİK G., ALBAYRAK S.
International Symposium on Innovations in Intelligent Systems and Applications, İstanbul, Turkey, 15 June 2005, pp.13-16, (Full Text)
2005
200531. A Comparison Of Color Image Quantization Methods On Different Color Spaces
Varlı S., Biricik G.
International Symposium on Innovations in Intelligent Systems and Applications-INISTA2005, Turkey, İstanbul, Turkey, 15 June 2005, pp.1-5, (Full Text)
2005
200532. Developing Information System with N-Tier Architecture: Hospital Management Information System
BİRİCİK G., Yavuz A. A., KARTAL Ö., KALIPSIZ O.
International Informatics Congress, Eskişehir, Turkey, 10 June 2005, pp.1-9, (Full Text)
2004
200433. Renk Özelliğine Dayalı Bir İçerik Tabanlı Görüntü Erişim Sistemi
BİRİCİK G., ALBAYRAK S., KALIPSIZ O.
Havacılıkta İleri Teknolojiler Sempozyumu, İstanbul, Turkey, 09 December 2004, pp.541-546, (Full Text)
2004
200434. Renk Özelliği ile İçerik Tabanlı Görüntü Erişimi
BİRİCİK G., ALBAYRAK S.
Havacılıkta İleri Teknolojiler Sempozyumu- HITEK2004, İstanbul, Turkey, 01 December 2004, pp.1-5, (Full Text)
2003
200335. Farklı Yazılım Teknolojilerinde Mobil Kod Güvenliğini Sağlama Yöntemleri
BOZKURT Ö. Ö., BİRİCİK G.
1.Ulusal Yazılım Mühendisliği Sempozyumu, İzmir, Turkey, 23 October 2003, pp.267-275, (Full Text)
2003
200336. The Impact of Object Oriented Development Methods on Software Quality
BİRİCİK G., Buharalı Olcaysoy A., KALIPSIZ O.
Impact of Software Process on Quality Workshop, Ankara, Turkey, 06 June 2003, pp.38-44, (Full Text)
Books
2012
20121. Bilgisayar Bilimlerinde Sistem Analizi ve Tasarımı
KALIPSIZ O., Buharalı Olcaysoy A., BİRİCİK G.
Papatya Yayıncılık, İstanbul, 2012
Funded Projects
2021 - 2021
2021 - 2021Mobil Uygulama Mağaza Yorumlarının anlamlandırılması için yapılabilirlik etüdü
Project Supported by Other Private Institutions
(Project Abstract)
Biricik G. (Executive), Amasyalı M. F.
2020 - 2021
2020 - 2021Satış Ekranının Tasarım, İçerik Yönetimi ve Ölçümleme Süreçlerinin Yürütülmesi için Yapay Zeka Temelli Yazılım Platformu
TUBITAK Project , 1501 - Industry R & D Projects Support Program
(Project Abstract)
Biricik G. (Executive)
2019 - 2020
2019 - 2020
Dijital Kanallarda Yapay Zekâ Destekli Otonom Reklam ve Kampanya Yönetim Platformu
TUBITAK Project , 1501 - Industry R & D Projects Support Program
(Project Abstract)
Biricik G. (Executive)
2019 - 2020
2019 - 2020Farklı Dikey Sektörlere Konumlanabilecek, Son Kullanıcının Kolayca Uygulama Geliştirmesine Olanak Sağlayan, Makine Öğrenmesi Destekli, Müşteri İlişkileri ve İş Yönetim Sistemi Platformu
TUBITAK Project , 1507 - TÜBİTAK SME R&D Start Support Program
(Project Abstract)
Biricik G. (Executive)
2018 - 2020
2018 - 2020
A New Perspective on the Processes of Adaptation and Integration of Urban Refugees: A Social Innovation Experiment Aimed at Building Inclusive Cities
TUBITAK Project , 1003 - Priority Areas R&D Projects Support Program
(Project Abstract)
(Project Final Report)
Özbakır B. A. (Executive), Kurtarır E., Biricik G., Kırdar M. G.
2019 - 2019
2019 - 2019Yapay Zeka Altyapısı Geliştirme
Project Supported by Other Private Institutions
(Project Abstract)
Biricik G. (Executive), Tayşi Z. C.
2018 - 2019
2018 - 2019HAVADİS
Project Supported by Defense Industry
(Project Abstract)
Diri B.(Executive), Biricik G., Amasyalı M. F., Şeker A.
2015 - 2015
2015 - 2015Maliyet Tahminleme Dahisi
Project Supported by Other Private Institutions
BİRİCİK G.
2014 - 2015
2014 - 2015Etkileşimli Eğitim, Öğretim, Gelişim Uygulamaları Platformu
Project Supported by Other Official Institutions
BİRİCİK G. (Executive)
2004 - 2006
2004 - 2006Çoklu Ortam Veri Tabanlarında İçeriğe Dayalı Sorgulama Sistemi
Other International Funding Programs
BİRİCİK G., VARLI S.
Peer Reviews in Scientific Publications
September 2017
September 2017Sigma Journal of Engineering and Natural Sciences
Other Indexed Journal
July 2016
July 2016Engineering Science and Technology, an International Journal
SCI Journal
March 2012
March 2012TJEECS
SCI Journal
Scientific Consultations
2015 - 2015
2015 - 2015Scientific Consultancy
Ziraat Teknoloji A.Ş.
Yildiz Technical University, Faculty of Electrical & Electronics, Computer Engineering, Turkey
2014 - 2015
2014 - 2015Scientific Consultancy
G1 Yazılım Ltd.Şti.
Yildiz Technical University, Faculty of Electrical & Electronics, Computer Engineering, Turkey
2012 - 2013
2012 - 2013Project Consultancy
Aktifbank A.Ş.
Yildiz Technical University, Faculty of Electrical & Electronics, Computer Engineering, Turkey
2011 - 2012
2011 - 2012Project Consultancy
Sistek Ltd.Şti.
Yildiz Technical University, Faculty of Electrical & Electronics, Computer Engineering, Turkey
Congress and Symposium Activities
01 June 2009 - 01 June 2009
01 June 2009 - 01 June 200914th International Conference on Applications of Natural Language to Information Systems
Attendee
Saarbrücken-Germany
Citations
Total Citations (SCOPUS): 127
h-index (SCOPUS): 5
Scientific Research / Working Group Memberships
2007 - Present
2007 - Present