Asst. Prof. İSMAİL BURAK PARLAK

Publication Network

Articles 18

1. Towards Language-Aware Pharmaceutical Informatics: End-to-End ATC Code Classification from Regulatory Documents

Özsönmez D. B., Bozkaya F., Acarman T., Parlak İ. B., Adel M.

IEEE Access , vol.14, pp.107351-107368, 2026 (SCI-Expanded, Scopus) Sustainable Development

2. FDG-PET-based brain network analysis: a brief review of metabolic connectivity

Tuan P. M., Adel M., Trung N. L., Horowitz T., Parlak İ. B., Guedj E.

EJNMMI Reports , vol.9, no.1, 2025 (Scopus)

3. Quantification of Overlapping and Network Complexity in News: Assessment of Top2Vec and Fuzzy Topic Models

PARLAK İ. B., ŞAHİN M. Ş., ACARMAN T., Adel M., Bourennane S.

Applied Sciences (Switzerland) , vol.15, no.17, 2025 (SCI-Expanded, Scopus)

4. Using the Sound of Scrambled Images for Innovative IoT Underwater Data Transmission

Parlak İ. B.

Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.30, no.1, pp.113-128, 2025 (TRDizin)

5. Noise Resilience in Dermoscopic Image Segmentation: Comparing Deep Learning Architectures for Enhanced Accuracy

Ergin F., PARLAK İ. B., Adel M., Gül Ö. M., Karpouzis K.

Electronics (Switzerland) , vol.13, no.17, 2024 (SCI-Expanded, Scopus)

6. Detection of Misinformation Related to Pandemic Diseases using Machine Learning Techniques in Social Media Platforms

Naeem J., Gül Ö. M., PARLAK İ. B., Karpouzis K., Salman Y., Kadry S.

EAI Endorsed Transactions on Pervasive Health and Technology , vol.10, 2024 (Scopus)

7. Designing An Information Framework For Semantic Search

Mıtıncık A., PARLAK İ. B.

Avrupa Bilim ve Teknoloji Dergisi , vol.32, 2021 (TRDizin)

8. Finite-interval-valued Type-2 Gaussian fuzzy numbers applied to fuzzy TODIM in a healthcare problem

Tolga A. Ç., Parlak İ. B., Castillo O.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , vol.87, 2020 (SCI-Expanded, Scopus) Sustainable Development

9. Health Informatics

PARLAK İ. B., TOLGA A. Ç.

OPERATIONS RESEARCH APPLICATIONS IN HEALTH CARE MANAGEMENT , vol.262, pp.423-460, 2018 (SCI-Expanded, SSCI, Scopus)

10. Evaluation of Knowledge Management Tools by Using An Interval Type-2 Fuzzy TOPSIS Method

Büyüközkan Feyzioğlu G., Parlak İ. B., Tolga A. Ç.

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS , vol.9, pp.812-826, 2016 (SCI-Expanded, Scopus)

11. OP-120 Characterization of Vortex Patterns in Echocardiographic Particle Image Velocimetry

Parlak İ. B., Esen Ö., Egi S., Marroni A., Germonpre P., Balestra C.

AMERICAN JOURNAL OF CARDIOLOGY , vol.113, pp.1-2, 2014 (SCI-Expanded, Scopus)

12. BUBBLE STREAM REVEALS FUNCTIONALITY OF THE RIGHT-TO-LEFT SHUNT: DETECTION OF A POTENTIAL SOURCE FOR AIR EMBOLISM

Parlak I. B., EGİ S. M., ADEMOĞLU A., Germonpre P., Esen O. B., Marroni A., et al.

ULTRASOUND IN MEDICINE AND BIOLOGY , vol.40, no.2, pp.330-340, 2014 (SCI-Expanded, Scopus)

13. Bir Procrutes Hikayesi: Türkçe Fransızca Gibi İşlenir mi?

Levrat B., Amghar T., SENEMOĞLU S. O., TURHAN S. N., PARLAK İ. B.

JOURNAL OF TURKISH STUDIES , vol.8, no.10, pp.441-450, 2013 (TRDizin)

14. Automatic Bubble Detection in Cardiac Video Imaging

Parlak İ. B., Ademoğlu A., Egi S. M., Balestra C., Germonpre P., Alessandro M.

POLIBITS , vol.44, pp.5-10, 2011 (Peer-Reviewed Journal) Sustainable Development

15. INTELLIGENT BUBBLE RECOGNITION ON CARDIAC VIDEOS USING GABOR WAVELET

PARLAK İ. B., EGİ S. M., ADEMOĞLU A., Balestra C., Germonpre P., Alessandro M.

International Journal of Digital Information and Wireless Communications , vol.1, no.1, pp.195-203, 2011 (Peer-Reviewed Journal)

16. The musculus pterygoideus proprius: an in-vivo approach with magnetic resonance imaging

Snoeck T., Provyn S., Balestra C., Parlak B., Emonts P., Sesboue B., et al.

JOURNAL OF ANATOMY , vol.217, no.6, pp.679-682, 2010 (SCI-Expanded, Scopus)

17. Compressibility data and virial coefficients for Helium - Nitrogen mixtures

Korfali O., Parlak B.

POLISH JOURNAL OF CHEMISTRY , vol.81, no.9, pp.1629-1639, 2007 (SCI-Expanded)

18. Challenges of translating food in multiparallel corpus: Beverages and mealtimes in Balzac’s human comedy (La Comédie Humaine)

Sauner M. H., PARLAK İ. B.

Food and Foodways , vol.31, no.2, pp.108-134, 1 (ESCI, Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences 30

1. Deep Vision of Mobility for Urban Detection from Street-View Projections

Akgül B. A., PARLAK İ. B., Adel M.

14th International Conference on Image Processing, Theory, Tools and Applications, IPTA 2025, İstanbul, Turkey, 13 - 16 October 2025, (Full Text)

2. Evaluating Spherical Gaussian Fuzzy Sets in Image Enhancement

PARLAK İ. B., Adel M., Bourennane S.

14th International Conference on Image Processing, Theory, Tools and Applications, IPTA 2025, İstanbul, Turkey, 13 - 16 October 2025, (Full Text)

3. Does Brain Network Construction Choice Matter? an Empirical Study of Individual Networks from Static FDG-PET for Alzheimer's Diagnosis

Tuan P. M., Wojak J., Adel M., PARLAK İ. B., Trung N. L., Guedj E.

14th International Conference on Image Processing, Theory, Tools and Applications, IPTA 2025, İstanbul, Turkey, 13 - 16 October 2025, (Full Text)

4. Machine Learning for Crowd-Sourcing a Social Media Data Source to Improve Response and Recovery After the Earthquake Disaster

Yeşilbaş B., Parlak İ. B., Acarman T.

2024 10th International Conference on Control, Decision and Information Technologies (CoDIT), Valletta, Malta, 1 - 04 July 2024, vol.10, pp.2542-2547, (Full Text) Sustainable Development

5. Detection of Misinformation Related to Pandemic Diseases Using Machine Learning

Naeem J., Gül Ö. M., PARLAK İ. B., Karpouzis K., Kadry S. N., Salman Y. B.

7th EAI International Conference on Robotics and Networks, ROSENET 2023, İstanbul, Turkey, 15 - 16 December 2023, pp.147-159, (Full Text)

6. Machine Learning of Social Media Data on a Spatio-Temporal Basis

Yeşilbaş B., PARLAK İ. B., ACARMAN T.

8th International Conference on Inventive Communication and Computational Technologies, ICICCT 2024, Coimbatore, India, 14 - 15 June 2024, vol.23 LNNS, pp.419-429, (Full Text)

7. A New Method of Smart City Modeling Using Big Data Techniques

Emek M. S., PARLAK İ. B.

Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference, İstanbul, Turkey, 22 - 24 August 2023, vol.759 LNNS, pp.772-779, (Full Text)

8. A New Method of Automatic Content Analysis in Disaster Management

Can A. B., PARLAK İ. B., ACARMAN T.

10th International Symposium on Digital Forensics and Security (ISDFS), Maltepe, Turkey, 6 - 07 June 2022, (Full Text)

9. Bilingual Speech Emotion Recognition Using Neural Networks: A Case Study for Turkish and English Languages

Özsönmez D. B., ACARMAN T., PARLAK İ. B.

International Conference on Intelligent and Fuzzy Systems, INFUS 2021, İstanbul, Turkey, 24 - 26 August 2021, vol.308, pp.313-320, (Full Text)

10. A Multi-channel Deep Learning Architecture for Understanding the Urban Scene Semantics

Demirtaş T., PARLAK İ. B.

International Conference on Intelligent and Fuzzy Systems, INFUS 2022, İzmir, Turkey, 19 - 21 July 2022, vol.505 LNNS, pp.101-108, (Full Text) Sustainable Development

11. Optimal classifier selection in Turkish speech emotion detection Türkçe sesli duygu tespitinde etkin siniflandirici seçimi

Ozsonmez D. B., ACARMAN T., PARLAK İ. B.

29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9 - 11 June 2021, (Full Text)

12. Transformation of Smart Text Processing: Emoji Classification for Arabic and Turkish Languages

PARLAK İ. B., Dubuisson S., Yurtöz Ç. Ü., Majdoubi S. E., Harchli C., Lazrak M.

5th International Conference on Smart City Applications, SCA 2020, Karabük, Turkey, 7 - 09 October 2020, vol.183, pp.1503-1517, (Full Text)

13. A new method for medical image archival based on chaotic maps

PARLAK İ. B.

14th International Conference on Vibration Problems, ICOVP 2019, Hersonissos, Greece, 1 - 04 September 2019, vol.58, pp.1057-1066, (Full Text)

14. A Deep Learning Model for Skin Lesion Analysis Using Gaussian Adversarial Networks

Ergin F., PARLAK İ. B.

International Conference on Intelligent and Fuzzy Systems, INFUS 2020, İstanbul, Turkey, 21 - 23 July 2020, vol.1197 AISC, pp.1015-1022, (Full Text)

15. A Deep Learning Model for Skin Lesion Analysis using Gaussian Adversarial Networks

Ergin F., Parlak İ. B.

INFUS, İstanbul, Turkey, 21 - 23 July 2020, pp.1-8, (Full Text)

16. A new method for medical image archival based on chaotic maps

Parlak İ. B.

ICOVP, Iraklion, Greece, 1 - 04 September 2019, pp.1-10, (Full Text)

17. Analyse des pratiques et représentations autour des boissons dans ‘La comédie humaine’ à partir d’un corpus parallèle

SAUNER LEROY M. H., PARLAK İ. B.

Discours sensoriels croisés II, Cacao, café, thé, vin, bière et spiritueux : référentiels, expériences et imaginaires, Angers, France, 07 June 2019, (Full Text)

18. A New Method of Classification for Clinical Text Processing

BARDIZ A., PARLAK İ. B.

The Sixth International Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA 2019), Cyprus (Kktc), 6 - 08 March 2019, (Full Text)

19. Measuring the effects of emojis on Turkish context in sentiment analysis

Yurtoz C. U., PARLAK İ. B.

7th International Symposium on Digital Forensics and Security (ISDFS), Barcelona, Spain, 10 - 12 June 2019, (Full Text)

20. A Comparative Approach for Multiclass Text Analysis

Franko S., PARLAK İ. B.

6th International Symposium on Digital Forensic and Security (ISDFS), Antalya, Turkey, 22 - 25 March 2018, pp.61-66, (Full Text)

21. EVALUATION OF MEDICAL DEVICES USING FUZZY TOPSIS WITH TYPE-2 FUZZY NUMBERS

PARLAK İ. B., Tolga A. C.

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science (FLINS), Joao Pessoa, Brazil, 17 - 20 August 2014, vol.9, pp.48-54, (Full Text)

22. EMPLOYING AN INTERVAL TYPE-2 FUZZY TOPSIS METHOD FOR KNOWLEDGE MANAGEMENT TOOL EVALUATION

BÜYÜKÖZKAN FEYZİOĞLU G., PARLAK İ. B., TOLGA A. Ç.

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science (FLINS), Joao Pessoa, Brazil, 17 - 20 August 2014, vol.9, pp.55-61, (Full Text)

23. Tip 2 bulanık sayılar ile TOPSIS kullanarak medikal görüntüleme sistemlerinin seçimi

PARLAK İ. B., TOLGA A. Ç.

Yöneylem Araştırması ve Endüstri Mühendisliği 34. Ulusal Kongresi (YA/EM 14), Turkey, 25 - 27 June 2014, (Summary Text)

24. Taking Differences between Turkish and English Languages into Account in Internal Representations

Amghar T., Levrat B., Turhan S., Parlak B.

3rd International Conference on Computational Science, Engineering and Information Technology, CCSEIT 2013, Konya, Turkey, 7 - 09 June 2013, vol.225, pp.231-241, (Full Text)

25. A Neuro-fuzzy Approach of Bubble Recognition in Cardiac Video Processing

PARLAK İ. B., EGİ S. M., ADEMOĞLU A., Balestra C., Germonpre P., Marroni A., et al.

International Conference on Digital Information and Communication Technology and Its Applications, Dijon, France, 21 - 23 June 2011, vol.166, pp.277-279, (Full Text)

26. Automatic bubble detection with neural networks on post decompression frames Post dekompresyon i̇mgelerinde yapay sinir aǧlariyla otomatik kabarcik tesbiti

PARLAK İ. B., EGİ S. M., Ademoǧlu A., Balestra C., Germonpre P., Marroni A., et al.

2010 15th National Biomedical Engineering Meeting, BIYOMUT2010, Antalya, Turkey, 21 - 24 April 2010, (Full Text)

27. Bubble Detection on Left Atrium Related With Patent Foramen Ovale

PARLAK İ. B., EGİ S. M., ADEMOĞLU A., Germonpre P., Esen O. B., Aydin S., et al.

14th National Biomedical Engineering Meeting, İzmir, Turkey, 20 - 22 May 2009, pp.443-444, (Full Text)

28. Mevcut ve Gelecek Nesil Ultrasonografi Cihazlarının KArşılaştırılması için Tahmine Dayalı Bulanık Yenileme Analizi

Demircan M. L., Parlak I. B.

28. Yöneylem Araştırması ve Endüstr Mühendisliği Ulusal Kongresi, İstanbul, Turkey, 30 June 2008, pp.99, (Full Text)

29. Neuroimaging of event related brain potentials (ERP) using fMRI and dipole source reconstruction

Eryilmaz H. H., DURU A. D., Parlak B., Ademoglu A., DEMİRALP T.

29th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society, Lyon, France, 22 - 26 August 2007, pp.3384-3385, (Full Text)