Dr. MURAT EMEÇ

Yayın Ağı

Makaleler 15

1. High-resolution global modeling of wheat's water footprint using a machine learning ensemble approach

Emeç M., Muratoglu A., Demir M. S.

ECOLOGICAL PROCESSES , cilt.14, sa.1, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

2. Machine Learning-Based Prognostic Modelling Using MRI Radiomic Data in Cervical Cancer Treated with Definitive Chemoradiotherapy and Brachytherapy

Ibis K., Durmaz M., Yanik D., Bunul I., Denizli M., Akyuz E., et al.

CURRENT ONCOLOGY , cilt.32, sa.11, 2025 (SCI-Expanded, Scopus)

3. Prediction of Alzheimer's Diagnosis with Machine Learning and Innovative Feature Engineering

Emeç M., Gezgin G.

Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi , cilt.27, sa.81, ss.457-465, 2025 (TRDizin) Sürdürülebilir Kalkınma

4. Can radiomics in brain magnetic resonance imaging predict the mutational status of primary lung cancer based on brain metastasis?

Kuzan B. N., Ilgın C., Geçmen G. G., Işık N., Gunbey H. P., Emeç M.

POLISH JOURNAL OF RADIOLOGY , cilt.90, ss.475-483, 2025 (Scopus) Sürdürülebilir Kalkınma

5. Large-Scale Airline Ticket Price Prediction Using Ensemble Machine Learning Algorithms

Emeç M., Atılgan Sarıdoğan A.

NİŞANTAŞI ÜNİVERSİTESİ SOSYAL BİLİMLER DERGİSİ , cilt.13, sa.1, ss.1-12, 2025 (TRDizin) Sürdürülebilir Kalkınma

6. Detection of IPv6 routing attacks using ANN and a novel IoT dataset

Emeç M.

ETRI JOURNAL , 2025 (SCI-Expanded, Scopus)

7. A novel ensemble machine learning method for accurate air quality prediction

Emeç M., Yurtsever M.

International Journal of Environmental Science and Technology , cilt.22, sa.1, ss.459-476, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

8. Feasibility of exergaming for upper extremity rehabilitation in people with multiple sclerosis: prospective clinical trial

Özdoğar A. T., Emec M., Kaya E., Karakas H., Dastan S., Kahraman T., et al.

Acta Neurologica Belgica , cilt.124, sa.5, ss.1591-1597, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

9. Application of Artificial Neural Network Methods to Anatolian Plate Earthquake Magnitude and Location Prediction

Emeç M., Özcanhan M. H.

Journal of Engineering Technology and Applied Sciences , cilt.9, sa.2, ss.47-62, 2024 (TRDizin)

10. Medical Insurance Cost Prediction MedCost: Machine Learning Ensemble Approaches

Emeç M.

European Journal of Technique , cilt.14, sa.1, ss.88-95, 2024 (TRDizin)

11. Prediction of LDL in hypertriglyceridemic subjects using an innovative ensemble machine learning technique

Demirci F., Emeç M., Doruk O. G., Örmen M., Akan P., Özcanhan M. H.

Turkish Journal of Biochemistry , cilt.48, sa.6, ss.641-652, 2023 (SCI-Expanded, Scopus, TRDizin)

12. Potable Water Quality Prediction Using Artificial Intelligence and Machine Learning Algorithms for Better Sustainability

Yurtsever M., Emeç M.

EGE ACADEMIC REVIEW , cilt.23, sa.2, ss.265-278, 2023 (ESCI, TRDizin) Sürdürülebilir Kalkınma

13. A Hybrid Deep Learning Approach for Intrusion Detection in IoT Networks

Emeç M., Özcanhan M. H.

Advances in Electrical and Computer Engineering , cilt.22, sa.1, ss.3-12, 2022 (SCI-Expanded, Scopus)

14. RFID TABANLI HIZLI GEÇİŞ SİSTEMLERİ İÇİN İŞ AKIŞLARININ YÖNETİM AMAÇLI MODELENMESİ

Emeç M., Tecim V.

Yönetim Bilişim Sistemleri Dergisi , cilt.1, sa.3, ss.307-317, 2016 (Hakemli Dergi)

15. RFID TEKNOLOJİSİ KULLANARAK KAMPÜS HARCAMA SİSTEMLERİNİN TASARLANMASI VE UYGULANMASI: ÜNİVERSİTE ÖRNEĞİ

Emeç M., Tecim V.

Yönetim Bilişim Sistemleri Dergisi , cilt.2, sa.3, ss.77-90, 2016 (Hakemli Dergi)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 16

1. Pregnancy and Future Disability in MS: Can Machine Learning Help Predict the Trajectory?

Emeç M.

ECTRIMS 2025, Barcelona, İspanya, 23 - 26 Eylül 2025, ss.196-197, (Özet Bildiri)

2. Radiomics model based on pretreatment CT images predicts PD-L1 expression in non-small cell lung cancer

Durmaz M., EMEÇ D. M.

ECR2025, Vienna, Avusturya, 26 Şubat - 02 Mart 2025, ss.14627, (Özet Bildiri)

3. Sosyal Bilimlerde Üretken Yapay Zekâ'nın Etkin Rolü ve Yenilikçi Yaklaşımlar

Emeç M.

CONGIST24, İstanbul, Türkiye, 18 - 20 Aralık 2024, ss.130, (Özet Bildiri)

4. Development a Machine Learning Model to Prediction of Expanded Disability Status Scale in Multiple Sclerosis Patients

Emeç M.

ECTRIMS 2024, Kobenhavn, Danimarka, 17 - 20 Eylül 2024, ss.125-126, (Özet Bildiri) Sürdürülebilir Kalkınma

5. HARNESSING THE POWER OF ARTIFICIAL INTELLIGENCE IN ADDRESSING CLIMATE CHANGE

Emeç M.

BILTEK VIII-International Symposium on Current Developments in Science, Technology and Social Sciences, Paris, Fransa, 24 - 26 Ekim 2023, ss.21-22, (Özet Bildiri)

6. PREDICTION OF CANCER RECURRENCE AND DEATH RISK IN CANCER PATIENTS USING MACHINE LEARNING METHODS

Emeç M.

BILTEK VIII-International Symposium on Current Developments in Science, Technology and Social Sciences, Paris, Fransa, 24 - 26 Ekim 2023, ss.24-25, (Özet Bildiri)

7. Detecting Gait Disorders Using Machine Learning

Emeç M., Özcanhan M. H.

INTERNATIONAL ENGINEERING AND TECHNOLOGY MANAGEMENT SUMMIT 2023, İstanbul, Türkiye, 19 - 21 Ekim 2023, ss.22-32, (Tam Metin Bildiri)

8. Development of restless legs syndrome severity prediction models for people with multiple sclerosis using machine learning

Emeç M.

9th Joint ECTRIMS-ACTRIMS meeting, Milan, İtalya, 11 - 13 Ekim 2023, ss.185-186, (Özet Bildiri)

9. Feasibility of exergaming for upper extremity rehabilitation in people with multiple sclerosis

Emeç M.

28th Annual Conference of the Rehabilitation in Multiple Sclerosis (RIMS), Genoa, İtalya, 4 - 06 Mayıs 2023, ss.27, (Özet Bildiri)

10. Artificial Intelligence for Early Detection and Personalized Treatment of Breast Cancer

Emeç M.

IIIrd International Congress on Medical Informatics, İstanbul, Türkiye, 28 - 30 Eylül 2023, ss.5-6, (Özet Bildiri)

11. KİŞİSEL VERİLERİN DİJİTAL PLATFORMLARDA KİMLİKSİZLEŞTİRİLMESİ

Emeç M.

FIRST INTERNATIONAL CONGRESS ON SOCIAL SCIENCES, İzmir, Türkiye, 22 - 24 Haziran 2022, ss.7-8, (Özet Bildiri)

12. TIME SERIES APPROACH IN ANALYSIS OF BIG DATA

Emeç M., Özcanhan M. H.

III. International Science and Innovation Congress, Ankara, Türkiye, 9 - 12 Haziran 2022, ss.24-25, (Özet Bildiri)

13. COMPARISON OF BIG DATA TIME SERIES ANALYSIS METHODS

Emeç M., Özcanhan M. H.

V. INTERNATIONAL SCIENTIFIC AND VOCATIONAL STUDIES CONGRESS – ENGINEERING (BILMES EN 2020), Ankara, Türkiye, 12 - 15 Aralık 2020, ss.209-220, (Tam Metin Bildiri)

14. THREE TYPES OF ATTACK SIMULATION ON INTERNET OF THINGS DEVICES

Emeç M., Özcanhan M. H.

V. International Scientific and Vocational Studies Congress – Engineering (BILMES EN 2020), Ankara, Türkiye, 12 - 15 Aralık 2020, ss.412-422, (Tam Metin Bildiri)