Yayınlar & Eserler

Yayın Ağı
Makaleler 19
Tümü (19)
SCI-E, SSCI, AHCI (16)
SCI-E, SSCI, AHCI, ESCI (17)
ESCI (1)
Scopus (17)
TRDizin (2)
Diğer Yayınlar (1)

1. A Comprehensive Review of Convolutional Neural Networks based Disease Detection Strategies in Potato Agriculture

Gülmez B.
Potato Research , cilt.68, sa.2, ss.1295-1329, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

2. Deep learning based colorectal cancer detection in medical images: A comprehensive analysis of datasets, methods, and future directions

Gülmez B.
CLINICAL IMAGING , cilt.125, ss.110542, 2025 (SCI-Expanded, Scopus) Creative Commons License

3. A Hybrid Approach for Stock Market Price Forecasting Using Long Short-Term Memory and Seahorse Optimization Algorithm

Gülmez B.
Annals of Data Science , 2025 (Hakemli Dergi)

4. A Novel Hybrid MCDM Framework Combining TOPSIS, PROMETHEE II, and VIKOR for Peach Drying Method Selection

Gülmez B.
CURRENT RESEARCH IN FOOD SCIENCE (CRFS) , ss.101034, 2025 (SCI-Expanded, Scopus)

5. GA-Attention-Fuzzy-Stock-Net: An optimized neuro-fuzzy system for stock market price prediction with genetic algorithm and attention mechanism

Gülmez B.
HELIYON , cilt.11, sa.3, ss.42393, 2025 (SCI-Expanded, Scopus)

6. Advancements in maize disease detection: A comprehensive review of convolutional neural networks

Gülmez B.
COMPUTERS IN BIOLOGY AND MEDICINE , cilt.183, ss.109222, 2024 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

7. Stock price prediction using the Sand Cat Swarm Optimization and an improved deep Long Short Term Memory network

Gülmez B.
BORSA ISTANBUL REVIEW , cilt.24, ss.32-46, 2024 (SSCI, Scopus) Creative Commons License identifier

8. A new multi-objective hyperparameter optimization algorithm for COVID-19 detection from x-ray images

Gülmez B.
Soft Computing , cilt.28, sa.19, ss.11601-11617, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier

9. Multi-objective Optimization for Green Delivery Routing Problems with Flexible Time Windows

Gulmez B., Emmerich M., Fan Y.
APPLIED ARTIFICIAL INTELLIGENCE , cilt.38, sa.1, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

10. Stock price prediction with optimized deep LSTM network with artificial rabbits optimization algorithm

Gülmez B.
EXPERT SYSTEMS WITH APPLICATIONS , cilt.227, ss.120346, 2023 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

11. A novel deep neural network model based Xception and genetic algorithm for detection of COVID-19 from X-ray images

Gülmez B.
ANNALS OF OPERATIONS RESEARCH , cilt.328, sa.1, ss.617-641, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier identifier

12. A novel deep learning model with the Grey Wolf Optimization algorithm for cotton disease detection

Gülmez B.
JOURNAL OF UNIVERSAL COMPUTING SCIENCE , cilt.29, sa.6, ss.595-626, 2023 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

13. Analysis and price prediction of secondhand vehicles in Türkiye with big data and machine learning techniques

Gülmez B., Kulluk S.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , cilt.38, sa.4, ss.2279-2290, 2023 (SCI-Expanded, Scopus, TRDizin) Sürdürülebilir Kalkınma identifier identifier identifier

14. Optimizing and comparison of market chain product distribution problem with different genetic algorithm versions

Gülmez B.
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology , cilt.6, sa.1, ss.180-196, 2023 (TRDizin) Creative Commons License identifier

15. FC-Kmeans: Fixed-centered K-means algorithm

Ay M. M., Özbakır L., Kulluk S., Gülmez B., Öztürk G., Özer S.
EXPERT SYSTEMS WITH APPLICATIONS , cilt.211, 2023 (SCI-Expanded, Scopus) identifier identifier

16. A constraint programming based column generation approach for crew scheduling: A case study for the Kayseri railway

Tapkan P., KULLUK S., ÖZBAKIR L., Bahar F., GÜLMEZ B.
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY , cilt.74, sa.9, ss.2028-2042, 2023 (SCI-Expanded, SSCI, Scopus) identifier identifier

17. A modelling approach to the train timetabling problem using adaptive headways for dynamic passenger demand

ÖZBAKIR L., Tapkan P., KULLUK S., Bahar F., GÜLMEZ B.
INTERNATIONAL JOURNAL OF RAIL TRANSPORTATION , cilt.10, sa.5, ss.606-630, 2022 (SCI-Expanded) Sürdürülebilir Kalkınma identifier identifier

18. CNN-LSTM and clustering-based spatial–temporal demand forecasting for on-demand ride services

Ay M. M., Kulluk S., Özbakır L., Gülmez B., Öztürk G., Özer S.
NEURAL COMPUTING AND APPLICATIONS , cilt.2022, ss.1-16, 2022 (SCI-Expanded, Scopus)

19. Social spider algorithm for training artificial neural networks

GÜLMEZ B., KULLUK S.
International Journal of Business Analytics , cilt.6, sa.4, ss.32-49, 2019 (ESCI, Scopus) identifier identifier
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 13

1. Parçacık sürü optimizasyonu destekli derin öğrenme ile gül yaprağı hastalık tespiti

Gülmez B.
International Conference on Modern and Advanced Research, Konya, Türkiye, 29 - 31 Temmuz 2023, ss.348-352, (Tam Metin Bildiri) Creative Commons License

2. İşyeri güvenliği için derin öğrenme ile baret takılması tespiti

Gülmez B.
International Conference on Engineering and Applied Natural Sciences, Konya, Türkiye, 14 - 17 Ocak 2023, ss.284, (Özet Bildiri) Creative Commons License

3. Vehicle Routing Problem Optimization With Artificial Rabbit Algorithm

Gülmez B.
International Conference on Smart Logistics, İstanbul, Türkiye, 24 - 25 Kasım 2022, ss.86-87, (Özet Bildiri) Creative Commons License

4. Prediction of retail prices of roasted coffee by time series analysis

Gülmez B.
International Anatolian Congress on Coffee and Cocoa, Malatya, Türkiye, 3 - 05 Aralık 2021, ss.63, (Özet Bildiri) Creative Commons License

5. COVID-19 vaccine distribution time optimization with Genetic Algorithm

Gülmez B., Korhan E.
The International Conference on Engineering, Natural and Applied Science (ICENAS 2021), Osmaniye, Türkiye, 24 - 26 Kasım 2021, ss.100, (Özet Bildiri) Creative Commons License Sürdürülebilir Kalkınma

6. SIMULTANEOUS FEATURE SELECTION AND ANN TRAINING FOR DATA MINING APPLICATIONS

GÜLMEZ B., KULLUK S.
International Conference on Engineering and Natural Sciences, Kiev, Ukrayna, 2 - 06 Mayıs 2018, ss.220, (Özet Bildiri)

7. SSIM: A HYBRID OF SOCIAL SPIDER AND IONS MOTION ALGORITHMS AND ITS APPLICATION TO ANN TRAINING

GÜLMEZ B., KULLUK S.
INTERNATIONAL CONFERENCE ON ENGINEERING AND NATURAL SCIENCES, Kiev, Ukrayna, 2 - 06 Mayıs 2018, ss.221, (Özet Bildiri)

8. Training Fuzzy Neural Networks with Social Spider Algorithm

GÜLMEZ B., KULLUK S., TORUN H.
5th International Fuzzy Systems Symposium (FUZZYSS’17), 14 - 15 Ekim 2017, (Özet Bildiri)

9. Stochastic Fractal Search Algorithm for Training ANNs on Production Dataset

GÜLMEZ B., KULLUK S., ÖZBAKIR L., TAPKAN P. Z.
Internatilonal Symposium for Production Research, Viyana, Avusturya, 13 - 15 Eylül 2017, ss.6, (Özet Bildiri) Creative Commons License

10. ADAPTIVE SOCIAL SPIDER ALGORITHM FOR TRAINING NEURAL NETWORKS

GÜLMEZ B., KULLUK S.
International Symposium for Production Research 2017, 13 - 15 Eylül 2017, (Tam Metin Bildiri)

11. Training Artificial Neural Networks with Ions Motion Algorithm on Real Estate Dataset

GÜLMEZ B., KULLUK S.
International Conference on Engineering and Natural Sciences, Budapeşte, Macaristan, 3 - 07 Mayıs 2017, ss.505, (Özet Bildiri)

12. İyon Hareketi Algoritması ile Yapay Sinir Ağlarının Eğitimi

GÜLMEZ B., KULLUK S.
YA/EM 2016: Yöneylem Araştırması / Endüstri Mühendisliği 36. Ulusal Kongresi, İzmir, Türkiye, 13 - 15 Temmuz 2016, (Özet Bildiri)

13. Karınca Koloni Algoritması Kullanılarak Su Dağıtım Sisteminin Optimizasyonu

GÜLMEZ B., KULLUK S., ÖZBAKIR L.
YA/EM 2015: Yöneylem Araştırması / Endüstri Mühendisliği 35. Ulusal Kongresi, Ankara, Türkiye, 9 - 11 Eylül 2015, ss.169, (Özet Bildiri) Sürdürülebilir Kalkınma
Kitaplar 4

1. Improved discrete queuing search algorithm for traveling salesman problem

Gülmez B.
International Research in Engineering Sciences, Associate Prof. Dr. Arif Emre Dursun, Editör, Egitim Publishing, Konya, ss.31-56, 2023 Creative Commons License

2. Demand forecasting and production planning in a factory with time series analysis

Gülmez B.
International Research in Engineering Sciences, Naci Genç, Editör, Egitim Publishing, Konya, ss.57-74, 2022 Creative Commons License

3. Zaman serisi analizi ile talep tahmini ve bir fabrikadaki üretim planlama

Gülmez B.
Mühendislik Alanında Uluslararası Araştırmalar, Naci Genç, Editör, Eğitim Yayınevi, Konya, ss.57-74, 2022 Creative Commons License

4. MonkeypoxHybridNet: A hybrid deep convolutional neural network model for monkeypox disease detection

Gülmez B.
International Research in Engineering Sciences, Mehmet Kamanli, Editör, Egitim Publishing, Konya, ss.49-64, 2022 Creative Commons License
Metrikler

Yayın

41

Yayın (WoS)

18

Yayın (Scopus)

18

Atıf (WoS)

98

H-İndeks (WoS)

5

Atıf (Scopus)

492

H-İndeks (Scopus)

9

Atıf (Scholar)

788

H-İndeks (Scholar)

13

Atıf (TrDizin)

4

H-İndeks (TrDizin)

1

Atıf (Sobiad)

15

H-İndeks (Sobiad)

2

Atıf (Diğer Toplam)

4

Toplam Atıf Sayısı

121

Proje

2

Açık Erişim

16
BM Sürdürülebilir Kalkınma Amaçları