Yayınlar & Eserler

Makaleler 52
Tümü (52)
SCI-E, SSCI, AHCI (32)
SCI-E, SSCI, AHCI, ESCI (35)
ESCI (2)
Scopus (33)
TRDizin (7)
Diğer Yayınlar (12)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 44

1. Dynamic and Explainable Federated Learning for IoT Anomaly Detection: A Comparative Study with Centralized Machine Learning Models

4th International Conference on Innovations in Computing Research, ICR 2025, London, İngiltere, 25 - 27 Ağustos 2025, cilt.1487 LNNS, ss.211-227, (Tam Metin Bildiri) identifier

2. Ship Detection and Classification in Adverse Weather Conditions

2024 9th International Conference on Computer Science and Engineering (UBMK),2024 26-28 Oct. 2024, Antalya, Türkiye, Antalya, Türkiye, 26 - 28 Ekim 2024, ss.840-845, (Tam Metin Bildiri) identifier

3. Multi-Speaker Recognition Using Convolutional Neural Networks (ConNNs)

6TH INTERNATIONAL BLACK SEA MODERN SCIENTIFIC RESEARCH CONGRESS (6. Uluslararası Karadeniz Modern Bilimsel Araştırmalar Kongresi), 23-25 August 2024, Trabzon Türkiye, Trabzon, Türkiye, 23 - 25 Ağustos 2024, ss.518-530, (Tam Metin Bildiri)

4. Detection Of Audio Deletıon Forgery Using Convolutional Neural Networks (ConNNs)

6TH INTERNATIONAL BLACK SEA MODERN SCIENTIFIC RESEARCH CONGRESS (6. Uluslararası Karadeniz Modern Bilimsel Araştırmalar Kongresi), 23-25 August 2024, Trabzon Türkiye, Trabzon, Türkiye, 23 - 25 Ağustos 2024, ss.506-517, (Tam Metin Bildiri)

5. A Comparative Study Based on Deep Learning and Machine Learning Methods for COVID-19 Detection Using Audio Signal

8th International Conference on Smart City Applications, SCA 2023, Paris, Fransa, 4 - 06 Ekim 2023, cilt.906 LNNS, ss.457-466, (Tam Metin Bildiri) identifier

6. A Review of a Research in Autonomous Vehicles with Embedded Systems

8th International Conference on Smart City Applications, SCA 2023, Paris, Fransa, 4 - 06 Ekim 2023, cilt.906 LNNS, ss.229-239, (Tam Metin Bildiri) identifier

7. ALEXNET TABANLI TRAFİK İŞARETİ TANIMA UYGULAMASININ PERFORMANS ANALİZİ: ADAM VE GRADYAN İNİŞ ALGORİTMALARININ KARŞILAŞTIRILMASI PERFORMANCE ANALYSIS OF ALEXNET BASED TRAFFIC SIGN RECOGNITION APPLICATION: COMPARISON OF ADAM AND GRADIENT DESCENT ALGORITHMS

MAS 18th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES August 14-15, 2023 Ankara, Türkiye, Ankara, Türkiye, 14 - 15 Ağustos 2023, ss.182-195, (Tam Metin Bildiri)

8. OPTİK GÖRÜNTÜLERDEKİ DENİZ VASITALARININ MAKİNE ÖĞRENMESİ YÖNTEMLERİYLE TESPİTİ VE SINIFLANDIRILMASI DETECTION AND CLASSIFICATION OF SEA VEHICLES IN OPTICAL IMAGES WITH MACHINE LEARNING METHODS

MAS 18th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES August 14-15, 2023 Ankara, Türkiye, Ankara, Türkiye, 14 - 15 Ağustos 2023, ss.91-98, (Tam Metin Bildiri)

9. LOG ANALİZİ İLE ANORMALİ TESPİTİ ANORMAL DETECTION WITH LOG ANALYSIS

MAS 18th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES August 14-15, 2023 Ankara, Türkiye, Ankara, Türkiye, 14 Ağustos 2023, ss.163-167, (Tam Metin Bildiri)

10. AN IMPROVED HYBRID ROBOT PATH PLANNING ALGORITHM BASED ON ARTIFICIAL POTENTIAL FIELD AND RRT

MAS 18th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES August 14-15, 2023 Ankara, Türkiye, Ankara, Türkiye, 14 - 15 Ağustos 2023, ss.75-84, (Tam Metin Bildiri)

11. Driver Fatigue Detection via Eye State Analyses Based on Deep Learning Approach

7th International Conference on Smart City Applications, SCA 2022, Castelo Branco, Portekiz, 19 - 21 Ekim 2022, cilt.629 LNNS, ss.452-462, (Tam Metin Bildiri) identifier

12. Real Time Multi-digit Number Recognition System Using YOLOv3 and YOLOv5

7th International Conference on Smart City Applications, SCA 2022, Castelo Branco, Portekiz, 19 - 21 Ekim 2022, cilt.629 LNNS, ss.463-472, (Tam Metin Bildiri) identifier

13. A Comparative Analysis of SVM, LSTM and CNN-RNN Models for the BBC News Classification

7th International Conference on Smart City Applications, SCA 2022, Castelo Branco, Portekiz, 19 - 21 Ekim 2022, cilt.629 LNNS, ss.473-483, (Tam Metin Bildiri) identifier

14. Çoklu İHA'nın Haberleşmesi ile Düşman Ortamının Matematiksel Modellemesi

3rd International Conference on Applied Engineering and Natural Sciences ICAENS 2022, Konya, Türkiye, 20 Temmuz 2022, ss.877-882, (Tam Metin Bildiri)

15. DynaG: An Environment for Dynamic Simulation

1st International Conference on Engineering and Applied Natural Sciences (ICEANS 2022), Konya, Türkiye, 10 Mayıs 2022, ss.962-967, (Tam Metin Bildiri)

16. Face Mask Detection Using Convolutional Neural Network, Support Vector Machines and Random Forest (Evrişimsel Sinir Ağı, Destek Vektör Makineleri ve Rastgele Orman Kullanarak Yüz Maskesi Algılama

4th INTERNATIONAL ENGINEERING RESEARCH SYMPOSIUM (INERS '22), (4.Uluslararası Mühendislik Araştırma Sempozyumu (UMAS'22), Düzce, Türkiye, 4 - 06 Mart 2022, ss.103-109, (Tam Metin Bildiri)

17. Linear Prediction Coefficients based Copy-Move Forgery Detection in Audio Signal

6th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2022, Ankara, Türkiye, 20 - 22 Ekim 2022, ss.770-773, (Tam Metin Bildiri) identifier

18. An Adaptive Accelerator for Convolutional Neural Networks Using Partial Reconfiguration on FPGA

7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Türkiye, 14 - 16 Eylül 2022, ss.350-354, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier

19. Mixed-Method Quantization of Convolutional Neural Networks on an Adaptive FPGA Accelerator

7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Türkiye, 14 - 16 Eylül 2022, ss.355-359, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier

21. AKEL: Smart Glove Design that Recognizes Turkish Sign Language and An Android Operating System Based Mobile Application

2020 Innovations in Intelligent Systems and Applications Conference (ASYU), 15 - 17 Ekim 2020, (Tam Metin Bildiri) identifier

22. Fruit Recognition and Classification with Deep Learning Support on Embedded System (fruitnet)

2020 Innovations in Intelligent Systems and Applications Conference, ASYU 2020, İstanbul, Türkiye, 15 - 17 Ekim 2020, (Tam Metin Bildiri) identifier

23. FPGA-Based Optimized Convolutional Neural Network Framework for Handwritten Digit Recognition

36. National Informatics Congress and 1st International Informatics and Software Engineering Conference”, Ankara, Türkiye, 6 - 07 Kasım 2019, ss.336-341, (Tam Metin Bildiri) identifier

25. Performance Comparison of Support Vector Machine, K-Nearest-Neighbor, Artificial Neural Networks, and Recurrent Neural networks in Gender Recognition from Voice Signals

2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Türkiye, 11 - 13 Ekim 2019, (Tam Metin Bildiri) identifier

28. Real Time Driver Fatigue Detection Based on SVM Algorithm

6th International Conference on Control Engineering Information Technology, İstanbul, Türkiye, 25 - 27 Ekim 2018, ss.851-854, (Tam Metin Bildiri) identifier

29. Network Intrusion Detection on Apache Spark with Machine Learning Algorithms

19th International Conference on Engineering Applications of Neural Networks (EANN 2018), Bristol, Birleşik Krallık, 3 - 05 Eylül 2018, cilt.893, ss.130-141, (Tam Metin Bildiri) identifier

30. Performance Evaluation of Support Vector Machine and Convolutional Neural Network Algorithms in Real-Time Vehicle Type Classification

6th International Conference on Emerging Internet, Data and Web Technologies (EIDWT), Tirana, Arnavutluk, 15 - 17 Mart 2018, cilt.17, ss.934-943, (Tam Metin Bildiri) identifier

31. Video Görüntüleri Kullanılarak Sürücü Yorgunluğu Sezme Sistemi Geliştirilmesi

Akıllı Sistemlerde Yenilikler ve Uygulamalar (ASYU) Konferansı, Antalya, Türkiye, 5 - 07 Ekim 2017, (Tam Metin Bildiri)

32. Konvolüsyonel Sinir Ağı Kullanarak Gerçek Zamanlı Araç Tipi Sınıflandırması

1.Ulusal Bulut Bilişim ve Büyük Veri Sempozyumu (b3s2017), Antalya, Türkiye, 19 - 21 Ekim 2017, ss.60-64, (Tam Metin Bildiri)

33. The Implementation of Support Vector Machine (SVM) using FPGA for Human Detection

10th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Türkiye, 30 Kasım - 02 Aralık 2017, ss.1286-1290, (Tam Metin Bildiri) identifier

34. Use of Multiple Attractor Cellular Automata for Dimension Reduction

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.775-780, (Tam Metin Bildiri) identifier identifier

35. Eş zamanlı konumlandırma ve haritalama problemleri üzerine birderleme

1st International Mediterranean Science and Engineering Congress (IMSEC 2016), Adana, Türkiye, 26 - 28 Ekim 2016, ss.1517, (Tam Metin Bildiri)

36. ÇOKLU CEZBEDİCİ HÜCRESEL OTOMATLARIN GÖRÜNTÜLERDE ÖRÜNTÜ ÜRETİCİ OLARAK KULLANIMI

8.Savunma Teknolojileri Kongresi (SAVTEK2016), Ankara, Ankara, Türkiye, 12 - 14 Ekim 2016, ss.24, (Tam Metin Bildiri)

37. The Realization of Face Detection and Fullness Detection in Medium by Using Haar Cascade Classifiers

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.2217-2220, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

38. A FAST AND AUTOMATIC CALIBRATION OF THE PROJECTORY IMAGES FOR 3D RECONSTRUCTION OF THE BRANCHY STRUCTURES

47th Annual Conference on Information Sciences and Systems (CISS), Maryland, Amerika Birleşik Devletleri, 20 - 22 Mart 2013, (Tam Metin Bildiri) identifier identifier

39. Foundations and Educational Application of Real Time Operating System

7th International Conference on Application of Information and Communication Technologies (AICT), Baku, Azerbaycan, 23 - 25 Ekim 2013, ss.389-393, (Tam Metin Bildiri) identifier identifier

40. Neural network based license plate recognition system

International Joint Conference on Neural Networks, Florida, Amerika Birleşik Devletleri, 12 - 17 Ağustos 2007, ss.3062-3063, (Tam Metin Bildiri) identifier identifier

41. Neural Network Implementation in Hardware Using FPGAs

13th International Conference, ICONIP 2006, 3 - 06 Ekim 2006, cilt.42, ss.1105-1112, (Tam Metin Bildiri) identifier

42. Modelling of batch fluidized bed drying of baker yeast for cylindrical pellets

IEEE International Conference on Mechatronics (ICM 2004), İstanbul, Türkiye, 3 - 05 Haziran 2004, ss.7-12, (Tam Metin Bildiri) identifier identifier

43. Optimal control of nonlinear exothermic reactor

9th Mediterranean Electrotechnical Conference (Melecon 98), Tel-Aviv-Yafo, İsrail, 18 - 20 Mayıs 1998, ss.580-584, (Tam Metin Bildiri) identifier identifier

44. Trajectory tracking with dynamic neural networks

1997 IEEE International Symposium on Intelligent Control, İstanbul, Türkiye, 16 - 18 Temmuz 1997, ss.173-180, (Tam Metin Bildiri) identifier identifier
Kitaplar 3

1. Performance Evaluation of Support Vector Machine and Convolutional Neural Network Algorithms in Real-time Vehicle Type Classification

Advances in Internet, Data Web Technologies, Leonard Barolli, Fatos Xhafa, Nadeem Javaid, Evjola Spaho, Vladi Kolici, Editör, Springer, 2018

2. Performance Evaluation of Support Vector Machineand Convolutional Neural Network Algorithmsin Real-Time Vehicle Type Classification

Advances in Internet, Data Web Technologies, Barolli Leonard, Xhafa Fatos, Javaid Nadeem, Spaho Evjola, Kolici Vladi, Editör, Springer, ss.934-943, 2018

3. Implementation of floating point arithmetics using an FPGA

Mathematical Methods in Engineering Edits, K. Taş, J. A. Tenreiro Machado, D. Baleanu, Editör, Springer, ss.445-453, 2007
Metrikler

Yayın

99

Yayın (WoS)

45

Yayın (Scopus)

62

Atıf (WoS)

595

H-İndeks (WoS)

14

Atıf (Scopus)

893

H-İndeks (Scopus)

16

Atıf (Scholar)

210

H-İndeks (Scholar)

4

Atıf (TrDizin)

9

H-İndeks (TrDizin)

1

Atıf (Diğer Toplam)

170

Proje

11

Tez Danışmanlığı

17

Açık Erişim

21
BM Sürdürülebilir Kalkınma Amaçları