Publications & Works

Articles 53
All (53)
SCI-E, SSCI, AHCI (10)
SCI-E, SSCI, AHCI, ESCI (12)
ESCI (2)
Scopus (12)
TRDizin (28)
Other Publications (13)
Papers Presented at Peer-Reviewed Scientific Conferences 70

1. A Deep Learning Approach for Distinguishing Real and Synthetic Voices Using Mel-Spectrograms

SIVAS INTERNATIONAL CONFERENCE ON SCIENTIFIC AND INNOVATION RESEARCH-IV, Sivas, Turkey, 30 May 2025, pp.463-471, (Full Text)

2. MERMER SINIFLANDIRMADA DERİN ÖĞRENME MODELLERİNİN KARŞILAŞTIRILMASI

6TH INTERNATIONAL ISTANBUL CURRENT SCIENTIFIC RESEARCH CONGRESS, İstanbul, Turkey, 04 February 2025, vol.1, pp.16-24, (Full Text)

3. YAPAY ZEKA İLE MESANE KANSERİ SINIFLANDIRILMASI

6TH INTERNATIONAL ISTANBUL CURRENT SCIENTIFIC RESEARCH CONGRESS, İstanbul, Turkey, 04 February 2025, vol.1, pp.25-38, (Full Text)

4. ÖNERI SİSTEMLERİNDE KÜTÜPHANELERIN ÖNERİLERE ETKİSİ: CORNAC VE SURPRISE KÜTÜPHANELERİNİN KIYASLAMASI

4. BİLSEL INTERNATIONAL ASPENDOS SCIENTIFIC RESEARCHES CONGRESS, Antalya, Turkey, 1 - 02 February 2025, (Full Text)

5. KİŞİSELLEŞTİRİLMİŞ FİLM ÖNERİLERİ İÇİN HİBRİT ÖNERİ MODELLERİ: TÜR VE GRAFİK TABANLI BİR YAKLAŞIM

4. BİLSEL INTERNATIONAL ASPENDOS SCIENTIFIC RESEARCHES CONGRESS, Antalya, Turkey, 1 - 02 February 2025, (Full Text)

6. THE ROLE OF MULTI-LABEL CLASSIFICATION IN PERSONALIZED PRODUCTION SYSTEMS: A REVIEW IN THE CONTEXT OF INDUSTRY 5.0

11. ULUSLARARASI ANKARA BİLİMSEL ARAŞTIRMALAR KONGRESİ, Ankara, Turkey, 10 January 2025, vol.1, pp.582-593, (Full Text)

7. Retina Hasarının Tahmini için Optik Koherens Tomografi Görüntüleri Üzerinde Derin Öğrenme Tabanlı Sınıflandırma

2024 Innovations in Intelligent Systems and Applications Conference (ASYU), Ankara, Turkey, 16 - 18 October 2024, (Full Text) identifier

8. Optik Koherens Tomografi Görüntüleri Kullanılarak Kapalı Açılı Glokom Tespiti ve Sınıflandırılması

2023 Innovations in Intelligent Systems and Applications Conference (ASYU), Sivas, Turkey, 11 - 13 October 2023, (Full Text)

9. Evrişimsel Sinir Ağlarında VGG-16 ve MobileNet Mimarilerini Kullanarak Parkinson Hastalığını Sınıflandırma

8th International Asian Congress on Contemporary Sciences, Aksaray, Turkey, 5 - 07 May 2023, (Full Text)

11. Classification of Customer Demands by Using Doc2Vec Feaure Extraction Method

2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019, pp.1-4, (Full Text) identifier

12. Development a Machine Vision System For Marble Classification

2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019, (Full Text) identifier

13. NSEM: Novel Stacked Ensemble Method for Sentiment Analysis

2018 International Conference on Artificial Intelligence and Data Processing (IDAP), Turkey, 28 - 29 September 2018, (Full Text) identifier

14. NSEM: Duygu Analizi için Özgün Yığınlanmış Topluluk Yöntemi(NSEM: Novel Stacked Ensemble Method for Sentiment Analysis)

IEEE 2018 International Conference on Artificial Intelligenceand Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, pp.1-4, (Full Text) identifier

15. Müşteri Taleplerinin Organizasyonel İş AkışlarınaUygun Sınıflandırılması ( Classification of Customer Demands by Organizational Workflows)

International Conference on Artificial Intelligenceand Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, pp.1-4, (Full Text) identifier

17. Otomatik Doküman Özetleme Sistemleri için Mobil Uygulama(Mobil application for automatic document summarization systems)

IEEE Conferences 2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text) identifier

18. Protein İkincil Yapı Tahmini için NR ve UniClustVeri Tabanlarının Karşılaştırılması (Comparison of NR and UniClust databases for protein secondary structure prediction)

IEEE Conferences 2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, pp.1-4, (Full Text) identifier

19. Feature Selection for Dihedral Angle Prediction

2017 9th International Conference on Computational Intelligence and Communication Networks (CICN), 16 - 17 September 2017, (Full Text)

20. Probabilistic Roadmap and Artificial Bee Colony Algorithm Cooperation For Path Planning

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, (Full Text) Sustainable Development identifier

21. Automatic Classification of Natural Stone Tiles with Computer Vision

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.527-532, (Full Text) identifier identifier

22. NSEM: Novel Stacked Ensemble Method for Sentiment Analysis

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, (Full Text) Sustainable Development identifier

23. Classification of Customer Demands by Organizational Workflows

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, (Full Text) identifier

24. Comparison of graph based document summarization method

2017 International Conference on Computer Science and Engineering (UBMK), Turkey, 05 October 2017, (Full Text) identifier

25. Genetic Algorithm Based Sentence Extraction forAutomatic Text Summarization

4th International Management Information Systems Conference “Industry 4.0”, İstanbul, Turkey, 17 October 2017, pp.127, (Summary Text)

26. Ideal Steganographic Scenario: Calculation of Capacitiesof Carrier Photos and Using Opa Method of FrequencyBasedSteganography

4th International Management Information Systems Conference “Industry 4.0”, İstanbul, Turkey, 17 - 20 October 2017, pp.135, (Summary Text)

27. Çizge tabanlı doküman özetleme yöntemlerinin karşılaştırılması (Comparison of graph based document summarization method)

IEEE Conferences 2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.598-603, (Full Text) identifier identifier

28. Aşırı Öğrenme Makinaları ile Müşteri Ayrılma Analizi

International Conference on “Scientific Cooperation for the Future Economics and Administrative Sciences, Selanik, Greece, 6 - 08 September 2017, pp.23, (Summary Text) Sustainable Development

29. RFM Tabanlı Farklı Kümeleme Yöntemleriyle Müşteri Segmentasyonu

International Conference on “Scientific Cooperation for the Future in Economics and Administrative Sciences, Selanik, Greece, 6 - 08 September 2017, pp.21, (Summary Text)

32. Tekli Oturum Açma Protokollerinin incelenmesi Ve Kurumsal Uygulama Modeli

25. IEEE SINYAL ISLEME ve ILETISIM UYGULAMALARI KURULTAYI, Antalya, Turkey, 15 - 18 May 2017, (Full Text) identifier

33. Examining of Single Sign on Protocols and A Model of Business Application

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017, (Full Text) identifier identifier

34. Fabric Defect Detection with LBP-GLMC

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text) identifier identifier

35. COMPARISON OF THE EFFECTS DIMENSIONALTY METHODS IN THE TRAINING OF NEURO-FUZZY (ANFIS) CLASSIFICATIONS

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text) identifier identifier

36. Intrusion detection with autoencoder based deep learning machine

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017, (Full Text) Sustainable Development identifier identifier

37. Graph Based Automatic Document Summarization with Different Similarity Methods

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017, (Full Text) identifier identifier

38. Feature Selection for Protein Dihedral Angle Prediction

9th International Conference on Computational Intelligence and Communication Networks (CICN), Girne, Cyprus (Kktc), 16 - 17 September 2017, pp.48-52, (Full Text) Sustainable Development identifier

39. Feature Selection Methods in Sentiment Analaysis

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text) Sustainable Development identifier identifier

40. Türkiye’deki Gayrimenkul Yatırım Ortaklıkları Etkinliklerinin Veri Zarflama Analizi ile Değerlendirilmesi

XVII. Uluslararası Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu, Sivas, Turkey, 2 - 04 June 2016, pp.1065-1080, (Full Text)

41. Türkiyedeki gayri menkul yatırım ortaklıklarının veri zarflama analizi ile değerlendirilmesi

17th International Symposium on Econometrics, Operations Research and Statistics, Sivas, Turkey, 2 - 04 June 2016, pp.1065-1080, (Full Text)

42. Forecasting of Turkey s Electricity Consumption with Support Vector Regression and Chaotic Particle Swarm Algorithm

2nd INTERNATIONAL ANNUAL MEETINGSosyoekonomi Society, Amsterdam, Netherlands, 28 - 29 October 2016, pp.158-162, (Summary Text) Sustainable Development

46. Makine Öğrenmesi Yöntemleri ile Duygu Analizi

International Artificial Intelligence and Data Processing Symposium (IDAP’xx16), Malatya, Turkey, 17 - 18 September 2016, pp.234-241, (Full Text)

48. OTO KODLAYICI TABANLI DERİN ÖĞRENME MAKİNALARI İLE SPAM TESPİTİ

3. rd International Management Information System Conferance, İzmir, Turkey, 6 - 08 October 2016, pp.44-54, (Full Text)

50. Task Exploration from E mail Messages for Corporate Collaborative Processes and Development of a Real Time Task Management System

6th WORLD CONFERENCE ON INNOVATION AND COMPUTER SCIENCE (INSODE-2016), Antalya, Turkey, 12 - 14 May 2016, pp.2, (Summary Text)

51. Kurumsal Kolektif Süreçler için E Posta İletilerinden Görev Keşfi ve Gerçek Zamanlı Görev Yönetim SistemininGeliştirilmesi

Selected Paper of 5th World Conference on Innovation And Computer Sciences, Antalya, Turkey, 12 - 14 May 2016, (Summary Text)

54. Bulanık Zaman serileri ve gecikme seçimi için Aralıkların Belirlenmesinde Yeni Bir Hibrit Yöntem

2.Ulusal Yönetim Bilişim Sistemleri Kongresi, Erzurum, Turkey, 8 - 10 October 2015, vol.1, pp.471-481, (Full Text)

55. Som Based Clustering to determine to length of intervals for fuzzy time series

International work -conferance on time series, Granada, Nicaragua, 1 - 03 July 2015, pp.543-563, (Full Text)

56. The effect of economic policies applied in Turkey to the sale of automobiles: multiple regression and neural network analysis

2nd International Conference on Strategic Innovative Marketing (IC-SIM), Prague, Czech Republic, 13 - 17 September 2013, vol.148, pp.653-661, (Full Text) identifier

57. Soft Computing Approach in Modeling Energy Consumption

14th International Conference on Computational Science and Its Applications (ICCSA), Guimaraes, Portugal, 30 June - 03 July 2014, vol.8584, pp.770-782, (Full Text) Sustainable Development identifier identifier

58. DOĞRUSAL VE DOĞRUSAL OLMAYAN MODELLERLE DIŞTİCARETİN BELİRLENMESİ TÜRKİYE DIŞ TİCARETİ İÇİN ÖRNEK BİR ÇALIŞMA

XIVth INTERNATIONAL SYMPOSIUM ON ECONOMETRICS, OPERATIONS RESEARCH AND STATISTICS, Sarejova, Bosnia And Herzegovina, 24 - 28 May 2013, pp.70, (Summary Text)

59. DÖVİZ KURU TAHMİNİNDE YAPAY SİNİR AĞLARI ANFIS VE REGRESYON UYGULAMALARI TÜRKİYE ÖRNEĞİ

XIVth INTERNATIONAL SYMPOSIUM ON ECONOMETRICS, OPERATIONS RESEARCH AND STATISTICS, Sarajevo, Bosnia And Herzegovina, 24 - 28 May 2013, pp.73, (Summary Text)

60. Yapay Sinir Ağları İle Doğalgaz Tüketim Tahmini

10. Ekonometri ve İstatistik Sempozyumu, Turkey, 27 - 29 May 2009, (Full Text)

61. Reconfigurable, Tri-band RF MEMS PIFA Antenna

IEEE International Symposium on Antennas and Propagation (APSURSI)/USNC/URSI National Radio Science Meeting, Washington, United States Of America, 3 - 08 July 2011, pp.1563-1565, (Full Text) identifier identifier

62. Wind Speed And Energy Potential Analyses

IWW2010,The Fifth International Symposiumon Wavelets Applications to World Problems, İstanbul, Turkey, 7 - 08 June 2010, (Summary Text)

63. Forecasting Turkey Foreign Trade With Wavelet Neural Network Model

IWW2010,TheFifth International Symposiumon Wavelets Applications to World Problems, İstanbul, Turkey, 7 - 08 June 2010, (Summary Text)

64. Forecasting Industrial Production Index with Soft Computing Techniques

IWW2010,The Fifth International Symposiumon Wavelets Applications to World Problems, İstanbul, Turkey, 7 - 08 June 2010, (Summary Text)

65. Forecasting Inflation Rate With Different Neural Network Models And Wavelet Transform

IWW2010,The Fifth International Symposiumon Wavelets Applications to World Problems, İstanbul, Turkey, 7 - 08 June 2010, (Summary Text)

66. Veri Zarflama Analizi ve Sigortacılık Üzerine Bir Uygulama

15th INTERNATIONAL SYMPOSIUM on ECONOMETRICS, OPERATIONS RESEARCH and STATISTICS, Isparta, Turkey, 22 - 25 May 2014, pp.275, (Summary Text)

67. Döviz Kuru Tahmininde Yapay Sinir Ağları Anfis ve Regresyon Uygulamaları Türkiye Örneği

XIVth INTERNATIONAL SYMPOSIUM on ECONOMETRICS, OPERATIONS RESEARCH and STATISTICS, Sarajevo, Bosnia And Herzegovina, 24 - 28 May 2013, pp.73, (Summary Text)

68. Forecasting of natural gas consumption with neural network and neuro fuzzy system

EGU2010, Vienna, Austria, 2 May - 07 January 2010, vol.12, pp.7781, (Summary Text)

70. Intelligent Personnel Attendance Followup System Istanbul Aydin University Case Study

6th International Conference on Business, Economics and Management, Yasar University, İzmir, Turkey, 7 - 09 January 2010, (Full Text)
Books 9

1. Using LLM Models in Digital Marketing

in: Artificial Intelligence: Foundations, Applications and Future Directions, YÜKSEK AHMET GÜRKAN, AKKOYUN SERKAN, Editor, LIVRE DE LYON, Lyon, pp.151-178, 2025

2. USING LLM MODELS IN DIGITAL MARKETING

in: ARTIFICIAL INTELLIGENCE: FOUNDATIONS, APPLICATIONS AND FUTURE DIRECTIONS, YÜKSEK AHMET GÜRKAN, AKKOYUN SERKAN, Editor, Livre de Lyon, Lyon, pp.151-178, 2025

3. DIAGNOSIS OF PARKINSON’S DISEASE WITH DEEP LEARNING METHODS

in: ARTIFICIAL INTELLIGENCE: FOUNDATIONS, APPLICATIONS AND FUTURE DIRECTIONS, YÜKSEK AHMET GÜRKAN, AKKOYUN SERKAN, Editor, Livre de Lyon, Lyon, pp.223-242, 2025

4. RECOMENDER SYSTEMS

in: ARTIFICIAL INTELLIGENCE: FOUNDATIONS, APPLICATIONS AND FUTURE DIRECTIONS, YÜKSEK AHMET GÜRKAN, AKKOYUN SERKAN, Editor, Livre de Lyon, Lyon, pp.179-203, 2025

5. Generative AI In Media, Communication and Visual Arts

in: Artificial Intelligence Future Frontiers of Generative AI in Engineering , ŞEKER ABDULKADİR, YÜKSEK AHMET GÜRKAN, Editor, Livre de Lyon, Lyon, pp.295-325, 2025

6. Özel Yetenek Sınav Kontrol Otomasyon Sisteminin tek Kartlı Bilgisayar (Single Board Computer-SBC) Sistemleri Üzerinde Çevik Yazılım Geliştirme Yöntemi Kullanılarak Geliştirilmesi

in: SMART TECHNOLOGY SMART MANAGEMENT, Prof.Dr. Vahap TECİM, Yrd.Doç.Dr. Çiğdem TARHAN, Yrd.Doç.Dr. Can AYDIN, Editor, Gülermat Matbaacılık, İzmir, pp.71-80, 2016

7. Özel Yetenek Sınav Kontrol Otomasyon Sisteminin tek Kartlı Bilgisayar(Single Board Computer -Sbc) Sistemleri Üzerinde Çevik Yazılım GeliştirmeYöntemi Kullanılarak Geliştirilmesi

in: SMART TECHNOLOGY SMART MANAGEMENTAKILLI TEKNOLOJİ AKILLI YÖNETİM, Prof.Dr. Vahap TECİM Yrd.Doç.Dr. Çiğdem TARHAN Yrd.Doç.Dr. Can AYDIN, Editor, Gülermat Matbaacılık, İzmir, pp.71-80, 2016

8. ÖZEL YETENEK SINAV KONTROL OTOMASYON SİSTEMİNİN TEK KARTLIBİLGİSAYAR (SİNGLE BOARD COMPUTER -SBC) SİSTEMLERİ ÜZERİNDE ÇEVİKYAZILIM GELİŞTİRME YÖNTEMİ KULLANILARAK GELİŞTİRİLMESİ

in: SMART TECHNOLOGY SMART MANAGEMENT, Prof.Dr. Vahap TECİM, Yrd.Doç.Dr. Çiğdem TARHAN, Yrd.Doç.Dr. Can AYDIN, Editor, Gülermat Matbaacılık, İzmir, pp.71-80, 2016

9. Soft Computing Approach in Modeling Energy Consumption

in: Lecture Notes in Computer Science book series (LNCS, volume 8584), Beniamino Murgante, Sanjay Misra, Ana Maria A. C. Rocha, Editor, Springer International Publishing, pp.770-782, 2014
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Publication

135

Publication (WoS)

28

Publication (Scopus)

35

Citation (WoS)

552

H-Index (WoS)

8

Citation (Scopus)

714

H-Index (Scopus)

10

Citation (Scholar)

110

H-Index (Scholar)

5

Citation (TrDizin)

30

H-Index (TrDizin)

3

Citation (Sobiad)

122

H-Index (Sobiad)

4

Citation (Sum Other)

94

Project

4

Open Access

3
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