Dr. Öğr. Üyesi MUSTAFA YENİAD

Yayın Ağı

Makaleler 17

1. Explainable XGBoost-Based Detection of IoT DDoS Attacks Using SHAP Analysis

Yeniad M., Abdelkerim Mahamat A.

Gazi University Journal of Information Technologies , cilt.19, sa.3, ss.353-362, 2026 (TRDizin)

2. Investigation of Machine Learning Methods in Detecting the Absence of Queen Bees in Beehives

İşler Y., Yeniad M., Kutlu Y.

Black Sea Journal of Engineering and Science , cilt.9, sa.2, ss.788-796, 2026 (TRDizin)

3. Alzheimer’s Disease Prediction Using Fisher Mantis Optimization and Hybrid Deep Learning Models

Abbas S., YENİAD M., Rahebi J.

Diagnostics , cilt.15, sa.12, 2025 (SCI-Expanded, Scopus)

4. DAC: Differentiable Auto-Cropping in Deep Learning

Top A. E., Yeniad M., Özdoğan M. S., Nar F.

Afyon Kocatepe Üniversitesi Fen ve Mühendislik Bilimleri Dergisi , cilt.24, sa.6, 2024 (TRDizin)

5. Comparative Study for Sentiment Analysis of Financial Tweets with Deep Learning Methods

Memiş E., Akarkamçı H., YENİAD M., Rahebi J., Lopez-Guede J. M.

Applied Sciences (Switzerland) , cilt.14, sa.2, 2024 (SCI-Expanded, Scopus)

6. Quantitative Level Determination of Fixed Restorations on Panoramic Radiographs Using Deep Learning

Top A. E., Özdoğan M. S., Yeniad M.

INTERNATIONAL JOURNAL OF COMPUTERIZED DENTISTRY , cilt.26, sa.4, ss.285-299, 2023 (SCI-Expanded, Scopus)

7. Building A Hybrid Recommendation System For E-Commerce

Yeniad M., Şimşek H.

Journal of Intelligent Systems with Applications , cilt.5, sa.1, ss.4-7, 2022 (Hakemli Dergi)

8. Diabetes Prediction Using Machine Learning Techniques

Kızıltaş Koç Ş., Yeniad M.

Journal of Intelligent Systems with Applications , cilt.4, sa.2, ss.150-152, 2021 (Hakemli Dergi) Sürdürülebilir Kalkınma

9. Usage of Machine Learning Algorithms on Precision Agriculture Applications

Yıldırım Y. C., Yeniad M.

Journal of Intelligent Systems with Applications , cilt.3, sa.2, ss.107-113, 2020 (Hakemli Dergi) Sürdürülebilir Kalkınma

10. Log Analysis of a Large Scale Network by Using Elastic Stack

Yerlikaya H. N., Yeniad M.

Natural and Engineering Sciences , cilt.4, sa.3, ss.65-76, 2019 (Scopus)

11. ECG based human identification using Second Order Difference Plots

Altan G., Kutlu Y., Yeniad M.

Computer Methods and Programs in Biomedicine , cilt.170, ss.81-93, 2019 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

12. Data Security and Privacy Issues of Implantable Medical Devices

İşler Y., Ölçüoğlu L. T., Yeniad M.

Natural and Engineering Sciences , cilt.3, ss.12-22, 2018 (Scopus)

13. Patient Specific Congestive Heart Failure Detection From Raw ECG signal

Kutlu Y., Yayık A., Yıldırım E., Yeniad M., Yıldırım S.

Natural and Engineering Sciences , cilt.1, sa.2, ss.33-43, 2016 (Scopus)

14. Improving response time of database systems by semantification of relational data

Yeniad M., Kutlu Y.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.24, sa.5, ss.4445-4453, 2016 (SCI-Expanded, Scopus, TRDizin)

15. İlişkisel Verilerin Semantikleştirilmesi

Yeniad M., Kutlu Y.

Akıllı Sistemler Dergisi , ss.16-21, 2014 (Hakemli Dergi)

16. Bir Bölüm Web Sitesinin Otantik Görevler ve Göz İzleme Yöntemi Aracılığıyla Kullanılabilirlik Değerlendirmesi

Yeniad M., Mazman S. G., Tüzün H., Akbal S.

Ahi Evran Üniversitesi Kırşehir Eğitim Fakültesi Dergisi , cilt.12, sa.2, ss.147-173, 2011 (TRDizin)

17. Meslek Yüksekokulu Öğrencilerinin Web Tabanlı E-Öğrenme Ortamlarına İlişkin Algıları

Yeniad M.

Mustafa Kemal Üniversitesi Sosyal Bilimler Enstitüsü Dergisi , cilt.8, sa.16, ss.519-533, 2011 (TRDizin)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 19

1. SHAP-Based Explainable XGBoost Framework for IoT-Based DDoS Detection

Abdelkerım Mahamat A., Yeniad M.

Innovations in Intelligent Systems and Applications September 09-11, 2026 - ISTANBUL, İstanbul, Türkiye, 9 - 11 Eylül 2026, (Tam Metin Bildiri)

2. Target Synthetic Aperture Radar (SAR) Image Classification Through Hybrid Learning and Advanced Augmentation Methods

Yeniad M., Abbas S.

International Conference on Next - Generation Engineering Technologies 2025 (ISNET 2025), Antalya, Türkiye, 30 Ekim - 01 Kasım 2025, ss.21-22, (Tam Metin Bildiri)

3. Comparison of Command and Control (C&C) Server Tools in Cybersecurity Realm

Kılıç Y. A., Yeniad M.

5th International Cappadocia Scientific Research Congress, Nevşehir, Türkiye, 5 - 07 Kasım 2023, (Tam Metin Bildiri)

4. Optimizing Load Balancing and Task Scheduling Problems in Cloud Computing

Akman A., Yeniad M.

8th International Conference on Computer Science and Engineering Conference (IEEE - UBMK 2023), Burdur, Türkiye, 13 - 15 Eylül 2023, ss.119-124, (Tam Metin Bildiri)

5. Prediction Diabetes using Machine Learning Techniques

Kızıltaş Koç Ş., YENİAD M.

1st International Conference on Artificial Intelligence and Data Science (ICADA’21), İzmir, Türkiye, 26 Kasım 2021, ss.32-38, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

6. Building a Hybrid Recommendation System for E-Commerce

Şimşek H., Yeniad M.

ICAII4.0 - International Conference on Artificial Intelligence towards Industry 4.0, Hatay, Türkiye, 11 - 12 Kasım 2021, ss.22-28, (Tam Metin Bildiri)

7. CyberLog: A Generalized IoT Platform Training to Protect Cyber Defence Agents and Algorithms

ASHADE B. O., YENİAD M.

ICAII4.0 - International Conference on Artificial Intelligence towards Industry 4.0, Hatay, Türkiye, 11 Kasım 2021, ss.29-33, (Tam Metin Bildiri)

8. SEARCH ENGINE OPTIMIZATION

Sarıkaya M., Yeniad M.

11th International Scientific Research Congress (UBAK 2021), Ankara, Türkiye, 20 - 21 Ağustos 2021, (Tam Metin Bildiri)

9. A COMPARATIVE STUDY ON MACHINE LEARNING ALGORITHMS FOR PRICE PREDICTION

Dumankaya A., Yeniad M.

International Conference on Engineering Technology and Applied Sciences (ICETAS 2021), Sarajevo, Bosna-Hersek, 2 - 06 Ağustos 2021, ss.3, (Tam Metin Bildiri)

10. USAGE OF MACHINE LEARNING METHODS ON PRECISION AGRICULTURE APPLICATIONS

Yıldırım Y. C., Yeniad M.

International Conference on Artificial Intelligence towards Industry 4.0 (ICAII4.0 2020), Hatay, Türkiye, 12 - 14 Kasım 2020, ss.5, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

11. LOG ANALYSIS OF A LARGE SCALE NETWORK BY USING ELASTIC STACK

Yerlikaya H., Yeniad M.

International Conference on Artificial Intelligence towards Industry 4.0 (ICAII4.0 2019), Hatay, Türkiye, 14 - 16 Kasım 2019, ss.4-7, (Tam Metin Bildiri)

12. Data Security and Privacy Issues of Implantable Medical Devices

İŞLER Y., ÖLÇÜOĞLU L. T., YENİAD M.

International Conference on Artificial Intelligence towards Industry 4.0 (ICAII4.0) 2018, Türkiye, 15 - 17 Kasım 2018, (Tam Metin Bildiri)

13. ONTOLOGY BASED DATA ACCESS TO RELATIONAL DATABASE SYSTEMS BY USING OPEN-SOURCE TOOLS

Yeniad M., Lobbad M.

International 3rd International Conference on Engineering and Applied Sciences (ICETAS 2018), Skopje, Makedonya, 17 - 21 Temmuz 2018, ss.5-8, (Tam Metin Bildiri)