Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Compatibility Themed Solution of the Vehicle Routing Problem on the Heterogeneous Fleet

BİLGİN M., Bulut N.
International Arab Journal of Information Technology, vol.19, no.5, pp.774-784, 2022 (SCI-Expanded) identifier

Research on Behavior of Two New Random Entity Mobility Models in 3-D Space

BİLGİN M., ESER M.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, vol.47, no.2, pp.1159-1171, 2022 (SCI-Expanded) identifier identifier

A New Approach to Automatically Find and Fix Erroneous Labels in Dependency Parsing Treebanks

BİLGİN M.
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, vol.18, no.3, pp.356-364, 2021 (SCI-Expanded) identifier identifier

Novel random models of entity mobility models and performance analysis of random entity mobility models

BİLGİN M.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.28, no.2, pp.708-726, 2020 (SCI-Expanded) identifier identifier

Sentiment Analysis with Term Weighting and Word Vectors

BİLGİN M., Koktas H.
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, vol.16, no.5, pp.953-959, 2019 (SCI-Expanded) Sustainable Development identifier identifier

Dependency parsing with stacked conditional random fields for Turkish Türkçe için ardişik şartli rastgele alanlarla baǧlilik ayriştirma

Bilgin M., AMASYALI M. F.
Journal of the Faculty of Engineering and Architecture of Gazi University, vol.32, no.2, pp.385-392, 2017 (SCI-Expanded) identifier identifier

Web based secure e-voting system with fingerprint authentication

Altun A. A., Bilgin M.
Scientific Research and Essays, vol.6, no.12, pp.2494-2500, 2011 (SCI-Expanded) identifier

Articles Published in Other Journals

Generation of Python syntax of Turkish verbal expressions with Deep Learning Approaches

Bilgin M., Bozdemir M.
Selcuk University Journal of Engineering Sciences, vol.21, no.3, pp.105-110, 2022 (Peer-Reviewed Journal)

A new statistics-based approach to improve Word2Vec's sentiment classification success

Bilgin M.
Selcuk University Journal of Engineering Sciences, vol.20, no.3, pp.63-72, 2021 (Peer-Reviewed Journal)

CLASSIFICATION OF TURKISH TWEETS BY DOCUMENT VECTORS AND INVESTIGATION OF THE EFFECTS OF PARAMETER CHANGES ON CLASSIFICATION SUCCESS

BİLGİN M.
SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI, vol.38, no.3, pp.1581-1592, 2020 (ESCI) Sustainable Development identifier

Mobil Kitle Algılamada Mesaj Gecikme Zamanı Üzerine Bir Araştırma

BİLGİN M.
Dokuz Eylül Üniversitesi Muhendislik Fakultesi Fen ve Muhendislik, vol.22, no.65, pp.393-400, 2020 (Peer-Reviewed Journal)

Danışmanlı ve yarı danışmanlı öğrenme kullanarak doküman vektörleri tabanlı tweetlerin duygu analizi

BİLGİN M., ŞENTÜRK İ. F.
Journal of Balıkesir University Institute of Science and Technology, vol.21, no.2, pp.822-839, 2019 (Peer-Reviewed Journal)

Autonomous Photovoltaic Solar Cell Using Tracking System and Implementation

BİLGİN M., Çelebi K.
International Journal of Electronics Mechanical and Mechatronics Engineering, vol.9, no.2, pp.1669-1676, 2019 (Peer-Reviewed Journal) Sustainable Development

Kelime Vektörü Yöntemlerinin Model Oluşturma Sürelerinin Karşılaştırılması

BİLGİN M.
Bilişim Teknolojileri Dergisi, vol.12, no.2, pp.141-146, 2019 (Peer-Reviewed Journal)

Türkçe Metinlerin Sınıflandırma Başarısını Artırmak için Yeni Bir Yöntem Önerisi

BİLGİN M.
Uludağ University Journal of The Faculty of Engineering, vol.24, no.1, pp.125-136, 2019 (Peer-Reviewed Journal)

A Study on Named Entity Recognition with OpenNLP at English Texts

BİLGİN M.
Journal of Applied Intelligent System, vol.4, no.1, pp.1-8, 2019 (Peer-Reviewed Journal)

Identification Vehicle Design and Transition of Traffic Signs with Image Processing Method

BİLGİN M., ZEYBEK Z.
International Journal of Electronics, Mechanical and Mechatronics Engineering, vol.8, no.2, pp.1555-1569, 2018 (Peer-Reviewed Journal)

Semantic Role Labeling with Relative Clauses

BİLGİN M., AMASYALI M. F.
International Journal of Electronics, Mechanical and Mechatronics Engineering, vol.6, no.2, pp.1165-1175, 2016 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Türkçe Sözel İfadelerden Python Dilindeki Söz Dizimsel İfadenin Otomatik Üretilmesi

BİLGİN M., Bozdemir M.
International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Azerbaijan, 20 May 2022, pp.57

Detecting Transparency of Glasses with Capsule Networks Based on Deep Learning

Mutludoğan K., BİLGİN M.
6 th International Conference on Computer Science and Engineering, Ankara, Turkey, 17 - 19 September 2021 identifier

A New Approach Based on Simulation of Annealing to Solution of Heterogeneous Fleet Vehicle Routing Problem

BİLGİN M., Bulut N.
International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Turkey, 9 - 11 October 2020, pp.409-417

American Sign Language Character Recognition with Capsule Networks

BİLGİN M., Mutludoğan K.
2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Turkey, Turkey, 11 - 13 October 2019 identifier

Kanserli Hücrelerin Makine Öğrenmesi Yöntemleriyle Siniflandirilmasi

BİLGİN M., ESER M., UTKU M.
International Conference on Multidisciplinary Sciences, 15 - 16 December 2018, vol.1, pp.86-92 Sustainable Development

Design And Implementation Of A Four AxisPrinter Robotic Arm

BİLGİN M., KARAAĞAÇ G., UTKU M.
International Conference on Multidisciplinary Sciences, 15 - 16 December 2018, vol.3, pp.784-802

Word2Vec Based Sentiment Analysis for Turkish Texts

BİLGİN M., KÖKTAŞ H.
International Conference on Engineering Technologies, Turkey, 7 - 09 December 2017, pp.106-109

Sentiment analysis on Twitter data with semi-supervised Doc2Vec

BİLGİN M., ŞENTÜRK İ. F.
2017 International Conference on Computer Science and Engineering (UBMK), Turkey, 5 - 08 October 2017, pp.661-666 identifier identifier

Gerçek Veri Setlerinde Klasik Makine Öğrenmesi Yöntemlerinin Performans Analizi

BİLGİN M.
Akademik Bilişim, Aksaray, Turkey, 8 - 10 February 2017

Bileşik Cümlelerde Yan Cümleciklerin Otomatik Etiketlenmesi

BİLGİN M.
Bileşik Cümlelerde Yan Cümleciklerin Otomatik Etiketlenmesi, Aksaray, Turkey, 8 - 10 February 2016

Comparison of machine learning methods for the sequence labelling applications

BİLGİN M., AMASYALI M. F.
Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Malatya, Turkey, 16 - 19 May 2015 identifier identifier

Steganografi

BİLGİN M.
XV. Akademik Bilişim Konferansı, Antalya, Turkey, 23 January 2013, vol.1, pp.125-128

Biyometrik Tabanlı E-Seçim Sistemi

BİLGİN M.
XV. Akademik Bilişim Konferansı, Antalya, Turkey, 23 January 2013, vol.1, pp.73-78

Packet Tracer ile Ağ Simülasyonı Oluşturma

BİLGİN M.
7. Uluslararası Bilgisayar ve Öğretim Teknolojileri Sempozyumu, Erzurum, Turkey, 06 June 2013, pp.35-36

Akış Diyagramları Oluşturmak için Flowchart Kullanımı

BİLGİN M.
7. Uluslararası Bilgisayar ve Öğretim Teknolojileri Sempozyumu, Erzurum, Turkey, 06 June 2013, pp.37-38

VMware ile Sunucu Sanallaştırma

BİLGİN M.
7. Uluslararası Bilgisayar ve Öğretim Teknolojileri Sempozyumu, Erzurum, Turkey, 06 June 2013, pp.41-42

Books & Book Chapters

KARAR AĞAÇLARI

Bilgin M., Eser M.
in: DENETİMLİ MAKİNE ÖĞRENMESİ ALGORİTMALARI R VE PYTHON UYGULAMALARI, Melih Engin,Nuran Bayram Arlı,Sevda Gürsakal, Editor, Nobel Yayınevi, Ankara, pp.101-117, 2022

K - EN YAKIN KOMŞU (KNN)

Bilgin M., Eser M.
in: DENETİMLİ MAKİNE ÖĞRENMESİ ALGORİTMALARI R VE PYTHON UYGULAMALARI, Melih Engin,Nuran Bayram Arlı,Sevda Gürsakal, Editor, Nobel Yayınevi, Ankara, pp.263-279, 2022

Makine Öğrenmesi: Teorisi ve Algoritmaları

BİLGİN M.
Papatya, İstanbul, 2018

C# ile Nesne Tabanlı Programlama

Bilgin M., Eser M.
Kodlab, İstanbul, 2018

Network Connectivity and Data Quality in Crowd-Assisted Networks

Bilgin M., Şentürk İ. F.
in: Crowd Assisted Networking and Computing, Al-Sakib Khan Pathan, Editor, CRC, New York , Florida, pp.137-159, 2018