Prof. NECAATTİN BARIŞÇI

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.37, no.4, pp.1869-1881, 2022 (SCI-Expanded, Scopus, TRDizin) Sustainable Development

38. A Novel Approach to Skin Lesion Segmentation: Multipath Fusion Model with Fusion Loss

Alhudhaif A., Ocal H., Barışçı N., Atacak İ., Nour M., Polat K.

Computational and Mathematical Methods in Medicine , vol.2022, 2022 (SCI-Expanded, Scopus)

39. Determining the Location of Tibial Fracture of Dog and Cat Using Hybridized Mask R-CNN Architecture

Baydan B., Barisci N., ÜNVER H. M.

KAFKAS UNIVERSITESI VETERINER FAKULTESI DERGISI , vol.27, no.3, pp.347-353, 2021 (SCI-Expanded, Scopus, TRDizin)

40. An Effective Method for Detecting and Classifying Diabetic Retinopathy Lesions Based on Deep Learning

Erciyas A., BARIŞÇI N.

Computational and Mathematical Methods in Medicine , vol.2021, 2021 (SCI-Expanded, Scopus)

41. Detecting and correcting automatic speech recognition errors with a new model

Arslan R. S., Barışçı N., Arıcı N., Kocer S.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.29, no.5, pp.2298-2311, 2021 (SCI-Expanded, TRDizin) Sustainable Development

42. Renal Segmentation Using an Improved U-Net3D Model

TÜRK F., LÜY M., BARIŞÇI N.

JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS , vol.11, 2021 (Peer-Reviewed Journal)

43. Multi Depth V-Net model ile 3 boyutlu böbrek ve tümör segmentasyonu

TÜRK F., LÜY M., BARIŞÇI N.

Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi , vol.12, no.3, pp.35-41, 2020 (TRDizin)

44. Kidney and Renal Tumor Segmentation Using a Hybrid V-Net-Based Model

Turk F., LÜY M., BARIŞÇI N.

MATHEMATICS , no.10, 2020 (SCI-Expanded, Scopus) Sustainable Development

45. Weighted Ensemble Object Detection with Optimized Coefficients for Remote Sensing Images

Korez A., BARIŞÇI N., ÇETİN A., ERGÜN U.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION , vol.9, no.6, 2020 (SCI-Expanded, Scopus)

46. Renal segmentation with an improved U-Net3D model

TÜRK F., LÜY M., BARIŞÇI N.

Journal of Medical Imaging and Health Informatics , vol.11, no.8, pp.2258-2266, 2020 (Peer-Reviewed Journal)

47. Object Detection with Low Capacity GPU Systems Using Improved Faster R-CNN

Korez A., BARIŞÇI N.

APPLIED SCIENCES-BASEL , vol.10, no.1, 2020 (SCI-Expanded, Scopus)

48. A detailed survey of Turkish automatic speech recognition

Arslan R. S., BARIŞÇI N.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.28, no.6, pp.3253-3269, 2020 (SCI-Expanded, Scopus, TRDizin) Sustainable Development

49. Internet of Things in Smart and Conventional Wearable Healthcare Devices

Ocal H., DOĞRU İ. A., BARIŞÇI N.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.22, no.3, pp.695-714, 2019 (ESCI, TRDizin)

50. Development of Output Correction Methodology for Long Short Term Memory-Based Speech Recognition

Arslan R. S., BARIŞÇI N.

SUSTAINABILITY , vol.11, no.15, 2019 (SCI-Expanded, SSCI, Scopus)

51. Permission-Based Malware Detection System for Android Using Machine Learning Techniques

Arslan R. S., DOĞRU İ. A., BARIŞÇI N.

INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING , vol.29, no.1, pp.43-61, 2019 (SCI-Expanded, Scopus)

52. Machine Learning of Kidney Tumors and Diagnosis and Classification by Deep Learning Methods

TÜRK F., LÜY M., BARIŞÇI N.

Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi , vol.11, no.3, pp.802-812, 2019 (TRDizin)

53. Short-Term Fuzzy Load Forecasting Model Using Genetic-Fuzzy and Ant Colony-Fuzzy Knowledge Base Optimization

LÜY M., ATEŞ V., BARIŞÇI N., POLAT H., ÇAM E.

APPLIED SCIENCES-BASEL , vol.8, no.6, 2018 (SCI-Expanded, Scopus)

54. AN INVENTORY CLASSIFICATION APPROACH COMBINING EXPERT SYSTEMS, CLUSTERING, AND FUZZY LOGIC WITH THE ABC METHOD, AND AN APPLICATION

Aktepe A., Ersoz S., Turker A. K., BARIŞÇI N., Dalgic A.

SOUTH AFRICAN JOURNAL OF INDUSTRIAL ENGINEERING , vol.29, no.1, pp.49-62, 2018 (SCI-Expanded, Scopus)

55. Effects on Load-Frequency Control of a Solar Power System with a Two-Area Interconnected Thermal Power Plant and its Control with a New BFA Algorithm

CİVELEK Z., GÖREL G., Luy M., BARIŞÇI N., Cam E.

ELEKTRONIKA IR ELEKTROTECHNIKA , vol.24, no.6, pp.3-10, 2018 (SCI-Expanded, Scopus)

56. A Study of Development of Standardised M2M Service Platform Using Restful Architecture

POLAT H., OYUCU S., BARIŞÇI N.

GAZI UNIVERSITY JOURNAL OF SCIENCE , vol.31, no.2, pp.472-487, 2018 (ESCI, Scopus, TRDizin)

57. Permisson Comparison Based Malware Detection System for Android Mobile Applications

Arslan R. S., DOĞRU İ. A., BARIŞÇI N.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.20, no.1, pp.175-189, 2017 (ESCI, TRDizin)

58. Android Mobil Uygulamalar için İzin Karşılaştırma Tabanlı Kötücül Yazılım Tespiti

ARSLAN R. S., DOĞRU İ. A., BARIŞÇI N.

Politeknik Dergisi , vol.20, no.1, pp.175-189, 2017 (TRDizin)

59. Control of Pitch Angle of Wind Turbine by Fuzzy Pid Controller

CİVELEK Z., LÜY M., ÇAM E., BARIŞÇI N.

INTELLIGENT AUTOMATION AND SOFT COMPUTING , vol.22, no.3, pp.463-471, 2016 (SCI-Expanded, Scopus)

60. Comparison of Multi Layer Perceptron and Jordan Elman Neural Networks for Diagnosis of Hypertension

Turk F., BARIŞÇI N., Ciftci A., Ekmekci Y.

INTELLIGENT AUTOMATION AND SOFT COMPUTING , no.1, pp.123-134, 2015 (SCI-Expanded, Scopus) Sustainable Development

61. HİPERTANS YONA ETKİ EDEN FAKTÖRLER N VERİ MADENCİLİĞİ YÖNTEMLERİYLE İNCELENMESİ

KÖKVER Y., BARIŞÇI N., ÇİFTÇİ A., YAKUP E.

E-Journal of New World Sciences Academy , vol.9, no.2, 2014 (Peer-Reviewed Journal)

62. Software Effort Estimation Using Multilayer Perceptron and Adaptive Neuro Fuzzy Inference System

ŞEREF B., BARIŞÇI N.

International Journal of Innovation, Management and Technology , 2014 (Peer-Reviewed Journal)

63. Levenberg Marquardt Lm Ve Resılıent Backpropagatıon Rbp Yapay Sinir Ağı Algoritmalarının Kırşehir İli Rüzgâr Hızı Tahmininde Uygulanması Ve Karşılaştırılması

ESRA Z., LÜY M., ÇAM E., BARIŞÇI N.

International Refereed Journal of Engineering And Sciences , vol.2, no.1, pp.27-37, 2014 (Peer-Reviewed Journal)

64. The adaptive ARMA analysis of EMG signals

BARIŞÇI N.

JOURNAL OF MEDICAL SYSTEMS , vol.32, no.1, pp.43-50, 2008 (SCI-Expanded, Scopus) Sustainable Development

65. Application of an adaptive neuro-fuzzy inference system for classification of Behcet disease using the fast Fourier transform method

BARIŞÇI N., Hardalac F.

EXPERT SYSTEMS , vol.24, no.2, pp.123-130, 2007 (SCI-Expanded, Scopus)

66. Prediction of minor head injured patients using logistic regression and MLP neural network

Erol F. S., Uysal H., Ergün U., BARIŞÇI N., Serhatlioǧlu S., HARDALAÇ F.

Journal of Medical Systems , vol.29, no.3, pp.205-215, 2005 (Scopus)

67. Examination of the Effects of Degeneration on Vertebral Artery by Using Neural Network in Cases With Cervical Spondylosis

ÖZDEMİR H., BERİLGEN M. S., SERHATLIOĞLU S., POLAT H., ERGÜN U., BARIŞÇI N., et al.

Journal Of Medical Systems , vol.29, no.2, pp.91-101, 2005 (Scopus)

68. Classification of aorta insufficiency and stenosis using neuro-fuzzy system

BARIŞÇI N., Topal E., Hardalaç F., GÜLER İ.

Journal of Medical Systems , vol.29, no.2, pp.155-165, 2005 (Scopus)

69. Classification of aorta insufficiency and stenosis using MLP neural network and Neuro-fuzzy system

Hardalac F., BARIŞÇI N., Ergun U.

PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS , vol.20, no.4, pp.155-165, 2004 (SCI-Expanded, Scopus)

70. Classification of aorta doppler signals using variable coded-hierarchical genetic fuzzy system

Guler İ., Hardalac F., Ergun E., BARIŞÇI N.

EXPERT SYSTEMS WITH APPLICATIONS , vol.26, no.3, pp.321-333, 2004 (SCI-Expanded, Scopus)

71. The examination of the effects of obesity on a number of arteries and body mass index by using expert systems

HARDALAÇ F., OZAN A., BARIŞÇI N., ERGÜN U., SERHATLIOĞLU S., GÜLER İ.

Journal of Medical Systems , no.28, pp.129, 2004 (Scopus) Sustainable Development

72. Classification of MCA Stenosis in Diabetes by MLP and RBF Neural Network

ERGÜN U., BARIŞÇI N., A TEVFİK O., SERHATLIOĞLU S., OĞUR E., HARDALAÇ F., et al.

Journal of Medical Systems , no.28, pp.475, 2004 (Scopus) Sustainable Development

73. Application of FFT analyzed cardiac Doppler signals to fuzzy algorithm

Guler İ., Hardalac F., BARIŞÇI N.

COMPUTERS IN BIOLOGY AND MEDICINE , vol.32, no.6, pp.435-444, 2002 (SCI-Expanded, Scopus)

74. Web Based Telemedicine Remote Auscultation System on the Internet Turkish Journal of Telecommunications

HARDALAÇ F., POLAT H., BARIŞÇI N., ERGÜN U.

Turkish Journal of Telecommunications , vol.1, no.1, pp.33-39, 2002 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences 48

1. KRIPTOPARA TREND TAHMİNİ İÇİN DİKKAT MEKANİZMALI ÇOKLU FREKANSLI CNN-BiLSTM MİMARİSİ

SANCAK A. S., BARIŞÇI N.

ICHEAS 11th INTERNATIONAL CONFERENCE ON HEALTH, ENGINEERING and APPLIED SCIENCES, Casablanca, Morocco, 22 May 2026, (Full Text)

2. SEGMENTATION OF SKIN CANCER DISEASE USING DEEP LEARNING METHODS

BOZKURT YENİYER A., BARIŞÇI N.

AVRASYA 15TH INTERNATIONAL CONFERENCE ON APPLIED SCIENCES, Tiflis, Georgia, 13 March 2026, (Full Text)

3. CLASSIFICATION OF TURKISH SIGN LANGUAGE AUTSL DATASET USING TSN

ÜNAL A. B., BARIŞÇI N.

MEETCON - MESOPOTAMIA II. INTERNATIONAL SCIENTIFIC RESEARCH CONGRESS, Mardin, Turkey, 12 March 2026, (Full Text)

4. BUILDING AN ARABIC TRIPADVISOR DATASET FOR SENTIMENT ANALYSIS WITH COHEN’S KAPPA VALIDATION

Sulaiman Mandan A., Hussein Ali A., BARIŞÇI N.

International Conference of Innovative Computer Engineering (ICE 2025), 6 - 07 November 2025, (Full Text)

5. Environmental Awareness through UAVs: A Deep Learning Approach for Real-Time Object Detection and Tracking

Kazancı O., Barışçı N.

International Conference on Sustainability: Transforming Higher Education for a Sustainable Future, Santarem, Brazil, 11 September 2025, (Summary Text)

6. Integration of Quantum-Based Approaches into Visual Question Answering Systems

GÜLLÜ M., BARIŞÇI N.

IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET 2025), Kota-Kinabalu, Malaysia, 26 August 2025 - 28 August 0025, (Full Text)

7. Toward Semantic Communication in 6G: A Multimodal Perspective Based on Visual Question Answering Systems

GÜLLÜ M., BARIŞÇI N.

IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET 2025), Kota-Kinabalu, Malaysia, 26 August 2025 - 28 August 0025, (Full Text)

8. Development of an AI-Based Predictive Maintenance and Fault Diagnosis System for Marine Diesel Engines

ÇELİK B., Gok I. C., Ince K., BARIŞÇI N., Koçak G.

2025 Innovations in Intelligent Systems and Applications Conference, ASYU 2025, Bursa, Turkey, 10 - 12 September 2025, (Full Text)

9. Customer Complaint Classification with Large Language Models

Güllü M., Atagün E., Biroǧul S., BARIŞÇI N.

2nd International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025, Antalya, Turkey, 7 - 09 August 2025, (Full Text)

10. A Deep Learning Model for Effective Detection of Early Stages of Alzheimer's Using MRI Images

GÜNGÖR S., TEKEREK A., BARIŞÇI N.

2024 Conference on Innovations and Applications in Smart Systems (ASYU), Ankara, Turkey, 15 October 2024, (Full Text)

11. CLASSIFICATION OF PLANT DISEASES WITH DEEP LEARNING

ÜNAL ÇAYIR E., BARIŞÇI N.

MAS 19th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES, Mingeçevir, Azerbaijan, 17 - 18 April 2024, (Full Text)

12. CHOOSING HYPER PARAMETERS FOR SHORT-TERM PRICE PREDICTION WITH BITCOIN IN DEEP LEARNING

MOĞOL M. A., BARIŞÇI N.

EUROASIA INTERNATIONAL CONGRESS ON SCIENTIFIC RESEARCH AND RECENT TRENDS-XI, Nevşehir, Turkey, 22 June 2023, (Full Text)

13. Dynamic Image Scaling for Imbalanced Brain MRI Dataset

TAŞDEMİR B., BARIŞÇI N.

INTERNATIONAL CONFERENCE ON GLOBAL PRACTICE OF MULTIDISCIPLINARY SCIENTIFIC STUDIES-IV, Cyprus (Kktc), 28 April 2023, (Full Text)

14. CELL DETECTION AND COUNTING WITH U-NET AND V-NET ARCHITECTURES IN MICROSCOPIC CELL IMAGES

SÖZEN Z., BARIŞÇI N.

ÇANKAYA INTERNATIONAL CONGRESS ON SCIENTIFIC RESEARCH, Ankara, Turkey, 10 April 2023, (Full Text)

15. Gri Kurt Optimizasyon Algoritması ve Derin Sinir Ağı Hibrit Yaklaşımı ile Android Kötücül Yazılım Sınıflandırma

GÜLLÜ M., BARIŞÇI N.

30th Signal Processing and Communications Applications Conference (SIU), Safranbolu, Turkey, 15 May 2022, (Full Text)

16. Image Captioning in Turkish Language

KUNT T., BARIŞÇI N.

International Conference on Advanced Materials Science Engineeringand High Tech Devices Applications, 2 - 04 October 2020, pp.106-107, (Full Text)

17. Makine Öğrenmesi Teknikleri Kullanilarak Hizmet Aksatma Saldirilari Tespiti

DOĞRU E., BARIŞÇI N.

Anadolu Kongreleri 3. Uluslararasi Uygulamali Bilimler Kongresi, Diyarbakır, Turkey, 28 - 29 December 2019, (Full Text)

18. Prostate Segmentation via Fusing the Nested-V-net3d and Vnet2d

ÖCAL H., BARIŞÇI N.

36. National 1st International Informatics and Software Engineering Conference, 6 - 07 November 2019, (Full Text)

19. Böbrek Tümör Segmentasyonu İçin Unet ve Unet-ResNet Modellerinin Karşılaştırılması

TÜRK F., LÜY M., BARIŞÇI N.

3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, 11 - 13 October 2019, (Full Text)

20. Böbrek Tümör Segmentasyonu İçin Unet ve Unet-ResNet Modellerinin Karşilaştirilmasi

Turk F., Luy M., BARIŞÇI N.

3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019, Ankara, Turkey, 11 - 13 October 2019, (Full Text) Sustainable Development

21. Otomatik Pankreas Bölütleme: Örnek Bir Derin ÖğrenmeUygulaması

ŞAHİN Ç., BARIŞÇI N.

Karadeniz Zirvesi 2. Uluslararasi Uygulamali Bilimler Kongresi, 23 - 25 August 2019, (Full Text)

22. Video ve Kameradan Yolo ve Retinanet Kullanarak Gerçek Zamanli Çoklu Nesne Tanima

BARIŞÇI N., SARIKAYA S.

4th International Scientific Research Congress (IBAD - 2019) Proceedings, 25 - 26 April 2019, (Full Text)

23. Categorization of Claims and Complaints from Mavimasa (Bluetable) Social Network Address by Using Machine Learning

ERCİYAS A., DOĞRU İ. A., BARIŞÇI N.

3rd International Mediterranean Congress on Natural Sciences, Health Sciences and Engineering (MENSEC III), 18 - 20 June 2019, (Full Text)

24. Doğal Dil İşleme Teknikleri Kullanılarak TÜFE için Çevrimiçi Market Ürünlerinin Sınıflandırılması

ON A., BARIŞÇI N.

3rd International Symposium on Innovative Approaches in Scientific Studies Section: Engineering and Natural Sciences, 19 - 21 April 2019, (Full Text)

25. İnsansız Hava aracı (İHA) Görüntülerindeki Nesnelerin Kapsül Ağları Kullanılarak Sınıflandırılması

KÖREZ A., BARIŞÇI N.

3rd International Symposium on Innovative Approaches in Scientific Studies Section: Engineering and Natural Sciences, 19 - 21 April 2019, (Full Text)

26. Farklı Optimizasyon Tekniklerinin Bağlantıcı Zamansal Sınıflandırma Kullanılan Uçtan Uca Türkçe Konuşma Tanıma Sistemlerine Etkisi

ARSLAN R. S., BARIŞÇI N.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, 19 - 21 October 2018, (Full Text)

27. Evrişimsel Sinir Ağlarını Kullanarak Yaş ve Cinsiyet Tahmini

ŞAFAK E., BARIŞÇI N.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, 19 - 21 October 2018, (Full Text)

28. İnsansız Hava Aracı (İHA) Görüntülerindeki Yayaların Faster R-CNN Algoritması ile Otomatik Tespiti

KÖREZ A., BARIŞÇI N.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, 19 - 21 October 2018, (Full Text)

29. Siber Savunma Alanında Yapay Zeka Tabanlı Saldırı Tespiti ve Analizi

AYTAN B., BARIŞÇI N.

2nd International Symposium on Innovative Approaches in Scientific Studies, 30 November - 02 December 2018, (Full Text)

30. Classification of Sentiment Analysis on Twitter data using Machine Learning Methods

ON A., BARIŞÇI N.

V. International Multidisciplinary Congress of Eurasia, 24 - 26 July 2018, (Full Text)

31. Emotional Twitter Analysis

JAVADI T., BARIŞÇI N.

1st International Symposium on Multidisciplinary Studies and Innovative Technologies, Antalya, Turkey, 11 - 13 April 2018, (Full Text)

32. Tahmini - Age and Gender Prediction Using Convolutional Neural Networks

Safak E., BARIŞÇI N.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Kizilcahamam, Turkey, 19 - 21 October 2018, pp.348-354, (Full Text)

33. The Effect of Different Optimization Techniques on End-to-End Turkish Speech Recognition Systems that use Connectionist Temporal Classification

Arslan R. S., BARIŞÇI N.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Kizilcahamam, Turkey, 19 - 21 October 2018, pp.604-609, (Full Text)