Metrics
Publication
37
Open Access
4
UN Sustainable Development Goals
Education
2008 - 2013
2008 - 2013Doctorate
Yildiz Technical University, Faculty Of Electrical & Electronics, Computer Engineering, Turkey
2005 - 2008
2005 - 2008Postgraduate
Yildiz Technical University, Graduate School Of Natural And Applied Sciences, Turkey
2001 - 2005
2001 - 2005Undergraduate
Yildiz Technical University, Faculty Of Electrical & Electronics, Computer Engineering, Turkey
Research Areas
Computer Sciences
Artificial Intelligence, Computer Learning and Pattern Recognition
Pattern Recognition and Image Processing
Engineering and Technology
Academic Positions
2019 - Continues
2019 - ContinuesAssistant Professor
Yildiz Technical University, Bilgisayar Mühendisliği
Managerial Experience
2024 - Continues
2024 - ContinuesDeputy Head of Department
Yildiz Technical University, Faculty Of Electrical & Electronics, Computer Engineering
2023 - Continues
2023 - ContinuesErasmus Program Institutional Coordinator
Yildiz Technical University, Faculty Of Electrical & Electronics, Computer Engineering
Journal articles indexed in SCI, SSCI, and AHCI
2025
2025Smart Organization of Imbalanced Traffic Datasets for Long-Term Traffic Forecasting
KARA M. M., TÜRKMEN ÇİLİNGİR H. İ., GÜVENSAN M. A.
Sensors
, vol.25, no.4, 2025 (SCI-Expanded)
2024
2024A novel two-staged deep learning based workflow for analyzable metaphase detection
Turkmen H. İ.
Multimedia Tools and Applications
, vol.83, no.17, pp.52305-52333, 2024 (SCI-Expanded)
2023
2023Traffic Characteristics of Short and Long Public Holidays: A Hybrid Holiday-Oriented Speed Prediction Approach via Feature Engineering
Atilgan I., Turkmen H. İ., GÜVENSAN M. A.
IEEE Sensors Journal
, vol.23, no.20, pp.25016-25025, 2023 (SCI-Expanded)
2022
2022Long-term traffic flow estimation: a hybrid approach using location-based traffic characteristic
Ayar T., Atlinar F., GÜVENSAN M. A., TÜRKMEN ÇİLİNGİR H. İ.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, vol.30, no.3, pp.562-578, 2022 (SCI-Expanded)
2019
2019Advanced computing solutions for analysis of laryngeal disorders.
Turkmen H. İ., Karsligil M. E.
Medical & biological engineering & computing
, vol.57, pp.2535-2552, 2019 (SCI-Expanded)
2019
2019Visible Vessels of Vocal Folds: Can They Have a Diagnostic Role?
Turkmen H. İ., Karsligil M. E., Kocak I.
CURRENT MEDICAL IMAGING
, vol.15, no.8, pp.785-795, 2019 (SCI-Expanded)
2018
2018A Novel Segment-Based Approach for Improving Classification Performance of Transport Mode Detection
GÜVENSAN M. A., DUSUN B., CAN B., TURKMEN H. İ.
SENSORS
, vol.18, no.1, 2018 (SCI-Expanded)
2017
2017Superpixel-based segmentation of glottal area from videolaryngoscopy images
Turkmen H. İ., Albayrak A., Karsligil M. E., Kocak I.
JOURNAL OF ELECTRONIC IMAGING
, vol.26, no.6, 2017 (SCI-Expanded)
2017
2017An Energy-Efficient Multi-Tier Architecture for Fall Detection on Smartphones
GÜVENSAN M. A., KANSIZ A. O., Camgoz N. C., TURKMEN H. İ., YAVUZ A. G., KARSLIGIL M. E.
SENSORS
, vol.17, no.7, 2017 (SCI-Expanded)
2015
2015Classification of laryngeal disorders based on shape and vascular defects of vocal folds
Turkmen H. İ., Karslıgıl M. E., Koçak I.
COMPUTERS IN BIOLOGY AND MEDICINE
, vol.62, pp.76-85, 2015 (SCI-Expanded)
2010
2010Dysphonic Speech Reconstruction : Construction of a Novel System for Effective and Efficient Communication
TÜRKMEN ÇİLİNGİR H. İ., KARSLIGİL YAVUZ M. E.
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE , vol.1, pp.135-138, 2010 (SCI-Expanded)
Articles Published in Other Journals
2023
2023Battery-friendly tiny models for activity recognition on energyconstrained devices
Akkiraz C., TÜRKMEN ÇİLİNGİR H. İ., GÜVENSAN M. A., CAN B.
SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES
, vol.41, no.4, pp.716-728, 2023 (ESCI)
2021
2021Convolutional Neural Network Based Ottoman Turkish Document Parser
Uzun A. B., Özer A., Turkmen H. I.
International journal of advances in engineering and pure sciences (Online)
, vol.33, no.4, pp.581-591, 2021 (Peer-Reviewed Journal)
2021
2021Short, Mid and Long Term Traffic Flow Forecasting and Data Visualization Tool
Takak İ., Görmez H., Turkmen H. I., Guvensan A.
International journal of advances in engineering and pure sciences (Online)
, vol.33, no.4, pp.568-580, 2021 (Peer-Reviewed Journal)
2021
2021Süper Piksel Tabanlı Otomatik Kanlı Bölge Tespit Sistemi
Dursun Ö. F., Türkmen Çilingir H. İ.
International journal of advances in engineering and pure sciences (Online) , vol.33, no.1, pp.28-38, 2021 (Peer-Reviewed Journal)
2020
2020MARKOV MODEL TABANLI ÇİFT ENSTRUMANLI MÜZİK BESTELEME
Türkmen Çilingir H. İ.
Mühendislik Bilimleri ve Tasarım Dergisi , vol.8, no.4, pp.1236-1247, 2020 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences
2023
2023A Weather Oriented Pre-Tuning Methodology For Long-term Traffic Speed Estimation
Güvensan M. A., Türkmen Çilingir H. İ., Bilgin E.
4th IEEE International Workshop on Smart Computing for Smart Cities in conjunction with IEEE WoWMoM 2023, Massachusetts, United States Of America, 12 - 15 June 2023, pp.1-4
2023
2023Missing Traffic Speed Data Imputation Using Road Segment Characteristics for Long-Term Traffic Speed Prediction
KARA M. M., Turkmen H. İ., GÜVENSAN M. A.
24th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2023, Massachusetts, United States Of America, 12 - 15 June 2023, pp.457-463, (Full Text)
2023
2023Towards Accurate Traffic Accident Detection: Developing Deep Learning Strategies with Distant Past, Recent Past, and Adjacency Features
Atilgan I., TÜRKMEN ÇİLİNGİR H. İ., GÜVENSAN M. A.
26th IEEE International Conference on Intelligent Transportation Systems, ITSC 2023, Bilbao, Spain, 24 - 28 September 2023, pp.6120-6125, (Full Text)
2019
2019Long-term Traffic Speed Estimation via Regression using Weekly Day Patterns
YASLI F., TÜRKMEN ÇİLİNGİR H. İ., GÜVENSAN M. A.
2019 Innovations in Intelligent Systems and Applications Conference (ASYU), Izmir, Turkey, Turkey, 31 October - 02 November 2019
2013
2013Selection of Time Domain Features for Fall Detection Based on Supervised Learning
KANSİZ A. O., GÜVENSAN M. A., TÜRKMEN ÇİLİNGİR H. İ.
Proceedings of the World Congress on Engineering and Computer Science, San Francisco, CA, USA. 2013, San-Francisco, United States Of America, 23 - 25 October 2013, vol.2, pp.23-25, (Full Text)
2013
2013CLASSIFICATION OF VOCAL FOLD NODULES AND CYSTS BASED ON VASCULAR DEFECTS OF VOCAL FOLDS
Turkmen H. İ., Karsligil M. E., Koçak I.
23rd IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Southampton, United Kingdom, 22 - 25 September 2013
2012
2012Videolaringostroboskopi Görüntülerinden Ses Teli Üzerindeki Damarların Otomatik Olarak Belirlenmesi
TÜRKMEN ÇİLİNGİR H. İ.
Sinyal İşleme ve İletişim Uygulamaları Kurultayı, 01 April 2012
2012
2012Assessment of Videolaryngostroboscopy Images Based on Visible Vessels Of Vocal Folds
Turkmen H. İ., Karsligil M. E., Koçak I.
34th Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBS), California, United States Of America, 28 August - 01 September 2012, pp.6251-6254
2011
2011Konuşma 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
2010
2010Akustik ve Sismik Sinyallerinden Araç Tanıma
Türkmen H., SARI T., Karslıgil M., Yavuz A.
SİU, 01 April 2010
2007
2007Linear discriminant analysis in Ottoman alphabet character recognition
KURT Z., Turkmen H. İ., Karsligil M. E.
European Computing Conference, Athens, Greece, 25 - 27 September 2007, vol.28 LNEE, pp.601-607, (Full Text)
2009
2009Disfonik Konuşmanın Yeniden Yapılandırılarak Normal Konuşma Elde Edilmesi
TÜRKMEN ÇİLİNGİR H. İ.
Sinyal İşleme ve İletişim Uygulamaları Kurultayı, 01 April 2009
2008
2008Reconstruction of Dysphonic Speech by MELP
TÜRKMEN ÇİLİNGİR H. İ., KARSLIGİL YAVUZ M. E.
13th Iberoamerican Congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications - 2008, Havana, Cuba, 09 September 2008, pp.767-774
2008
2008Karma Uyarımlı Doğrusal Öngörüm Kodlaması Tabanlı Fısıltılı Konuşmadan Normal Konuşma Elde Etme Sistemi
TÜRKMEN ÇİLİNGİR H. İ.
Sinyal İşleme ve İletişim Uygulamaları Kurultayı, 01 April 2008
2007
2007Global Feature Based Female facial Beauty Decision System
TÜRKMEN ÇİLİNGİR H. İ., KURT Z., KARSLIGİL YAVUZ M. E.
The 15th European Signal Processing Conference - 2007, Poznan, Poland, 03 September 2007, pp.1945-1949
2007
2007Linear Discriminant Analysis in Ottoman Alphabet Character Recognition
KURT Z., Turkmen H. I., Karsligil M. E.
European Computer Conference-ECC, (Lecture Notes in Electrical Engineering, 2009), 01 September 2007
2007
2007A Database of Non Manual Signs in Turkish Sign Language
ARAN O., ARİ İ., GÜVENSAN M. A., Haberdar H., KURT YAVUZ Z., TÜRKMEN ÇİLİNGİR H. İ., et al.
Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th, Turkey, 11 - 13 June 2007, (Full Text)
2007
2007Türk İşaret Diline Yönelik Yüz İfadesi ve Kafa Hareketi Tanıma Sistemi
KURT Z., Uyar A., Türkmen H. İ.
Sinyal İşleme Uygulamaları (SİU), 01 June 2007
2007
2007Türk İşaret Dili Yüz İfadesi ve Baş Hareketi Veritabanı
Arı İ., Güvensan A., Haberdar H., KURT Z., Türkmen İ., Uyar A., et al.
Sinyal İşleme Uygulamaları (SİU), 01 June 2007
2007
2007DAA Yöntemi ile Osmanlıca Karakter Tanıma
KURT Z., Türkmen H. İ., Karslıgil M. E.
Sinyal İşleme Uygulamaları (SİU), 01 June 2007
2006
2006Destek Vektör Makinesi Yöntemi ile Yüz Güzelliği Kararı
Türkmen İ., Türkmen İ., Karslıgil M.
Sinyal İşleme Uygulamaları (SİU), 01 April 2006, (Full Text)
Funded Projects
2021 - 2023
2021 - 2023Uzun Vadeli Trafik Akış Hızı Tahmini için Çoklu Özellik Uzayı Tabanlı Bir Modelin Oluşturulması ve Gerçeklenmesi
TUBITAK Project
Güvensan M. A. (Executive), Türkmen Çilingir H. İ.
2018 - 2020
2018 - 2020Akıllı Telefonlar ve Akıllı Saatler İçin Ev İçi Ses Tanıma Uygulaması
TUBITAK Project
Türkmen Çilingir H. İ. (Executive)
2013 - 2016
2013 - 2016Akıllı Telefon Yardımı İle Günlük Aktivitelerin Takip Edilmesi Ve Kaza Tespiti Yapılması
Project Supported by Higher Education Institutions
GÜVENSAN M. A. (Executive), TÜRKMEN ÇİLİNGİR H. İ.
2011 - 2013
2011 - 2013Ses Teli Damar ve Şekil Özelliklerini Değerlendirerek Ses Teli Patolojilerinin Sınıflandırılması
Project Supported by Higher Education Institutions
KARSLIGİL M. E. (Executive), TÜRKMEN ÇİLİNGİR H. İ.
Patent
2024
2024