Works by Gormez, Yasin

Results: 17

Biomarker discovery and development of prognostic prediction model using metabolomic panel in breast cancer patients: a hybrid methodology integrating machine learning and explainable artificial intelligence.

Published in:

Frontiers in Molecular Biosciences, 2025, p. 1, doi. 10.3389/fmolb.2024.1426964

By:

Yagin, Fatma Hilal;
Gormez, Yasin;
Al-Hashem, Fahaid;
Ahmad, Irshad;
Ahmad, Fuzail;
Ardigò, Luca Paolo

Publication type:

Article

A deep learning approach with Bayesian optimization and ensemble classifiers for detecting denial of service attacks.

Published in:

International Journal of Communication Systems, 2020, v. 33, n. 11, p. 1, doi. 10.1002/dac.4401

By:

Gormez, Yasin;
Aydin, Zafer;
Karademir, Ramazan;
Gungor, Vehbi C.

Publication type:

Article

Türkçe Metinlerde Duygu Analizi: Derin Öğrenme Yaklaşımlarının ve Ön İşlem Süreçlerinin Model Performansına Etkisi.

Published in:

Firat University Journal of Engineering Science / Fırat Üniversitesi Mühendislik Bilimleri Dergisi, 2024, v. 36, n. 1, p. 509, doi. 10.35234/fumbd.1429040

By:

GÖRMEZ, Yasin;
ARSLAN, Halil;
ATAK, Bilal

Publication type:

Article

A novel hybrid model for bluetooth low energy-based indoor localization using machine learning in the internet of things.

Published in:

Pamukkale University Journal of Engineering Sciences, 2024, v. 30, n. 1, p. 36, doi. 10.5505/pajes.2023.57088

By:

GÖRMEZ, Yasin;
ARSLAN, Halil;
IŞIK, Yunus Emre;
TOMAÇ, Sercan

Publication type:

Article

Estimation of Obesity Levels with a Trained Neural Network Approach optimized by the Bayesian Technique.

Published in:

Applied Sciences (2076-3417), 2023, v. 13, n. 6, p. 3875, doi. 10.3390/app13063875

By:

Yagin, Fatma Hilal;
Gülü, Mehmet;
Gormez, Yasin;
Castañeda-Babarro, Arkaitz;
Colak, Cemil;
Greco, Gianpiero;
Fischetti, Francesco;
Cataldi, Stefania

Publication type:

Article

Kişiselleştirilmiş Yabancı Dil Öğrenimi İçin Makine Öğrenmesi Yöntemleriyle İlgi Alanı Tahmini.

Published in:

Journal of Higher Education & Science / Yüksekögretim ve Bilim Dergisi, 2022, v. 12, n. 1, p. 111, doi. 10.5961/higheredusci.982740

By:

GÖRMEZ, Yasin;
OKUMUŞ DAĞDELER, Kübra;
KAVUKLU, Merve

Publication type:

Article

IGPRED: Combination of convolutional neural and graph convolutional networks for protein secondary structure prediction.

Published in:

Proteins, 2021, v. 89, n. 10, p. 1277, doi. 10.1002/prot.26149

By:

Görmez, Yasin;
Sabzekar, Mostafa;
Aydın, Zafer

Publication type:

Article

Evrişimsel Sinir Ağları Tabanlı Derin Öğrenme Yöntemiyle Müşteri Şikayetlerinin Sınıflandırılması.

Published in:

Bingol University Journal of Economics & Administrative Science, 2024, v. 8, n. 1, p. 31, doi. 10.33399/biibfad.1362160

By:

TUNA, Murat Fatih;
GÖRMEZ, Yasin

Publication type:

Article

Dimensionality reduction for protein secondary structure and solvent accesibility prediction.

Published in:

Journal of Bioinformatics & Computational Biology, 2018, v. 16, n. 5, p. N.PAG, doi. 10.1142/S0219720018500208

By:

Aydin, Zafer;
Kaynar, Oğuz;
Görmez, Yasin

Publication type:

Article

Customized deep learning based Turkish automatic speech recognition system supported by language model.

Published in:

PeerJ Computer Science, 2024, p. 1, doi. 10.7717/peerj-cs.1981

By:

Görmez, Yasin

Publication type:

Article

Machine Learning and Text Mining based Real-Time Semi-Autonomous Staff Assignment System.

Published in:

Computer Science & Information Systems, 2024, v. 21, n. 1, p. 75, doi. 10.2298/CSIS220922065A

By:

Arslan, Halil;
Işık, Yunus Emre;
Görmez, Yasin;
Temiz, Mustafa

Publication type:

Article

MAKİNE ÖĞRENMESİ YÖNTEMLERİYLE MÜŞTERİ KAYBI ANALİZİ.

Published in:

Cumhuriyet University Journal of Economics & Administrative Sciences / Cumhuriyet Üniversitesi İktisadi ve İdari Bilimler Dergisi, 2017, v. 18, n. 1, p. 1

By:

KAYNAR, Oğuz;
TUNA, Murat Fatih;
GÖRMEZ, Yasin;
DEVECİ, Mehmet Ali

Publication type:

Article

Hybrid Explainable Artificial Intelligence Models for Targeted Metabolomics Analysis of Diabetic Retinopathy.

Published in:

Diagnostics (2075-4418), 2024, v. 14, n. 13, p. 1364, doi. 10.3390/diagnostics14131364

By:

Yagin, Fatma Hilal;
Colak, Cemil;
Algarni, Abdulmohsen;
Gormez, Yasin;
Guldogan, Emek;
Ardigò, Luca Paolo

Publication type:

Article

Estimation of Obesity Levels through the Proposed Predictive Approach Based on Physical Activity and Nutritional Habits.

Published in:

Diagnostics (2075-4418), 2023, v. 13, n. 18, p. 2949, doi. 10.3390/diagnostics13182949

By:

Gozukara Bag, Harika Gozde;
Yagin, Fatma Hilal;
Gormez, Yasin;
González, Pablo Prieto;
Colak, Cemil;
Gülü, Mehmet;
Badicu, Georgian;
Ardigò, Luca Paolo

Publication type:

Article

Explainable Artificial Intelligence Paves the Way in Precision Diagnostics and Biomarker Discovery for the Subclass of Diabetic Retinopathy in Type 2 Diabetics.

Published in:

Metabolites (2218-1989), 2023, v. 13, n. 12, p. 1204, doi. 10.3390/metabo13121204

By:

Yagin, Fatma Hilal;
Yasar, Seyma;
Gormez, Yasin;
Yagin, Burak;
Pinar, Abdulvahap;
Alkhateeb, Abedalrhman;
Ardigò, Luca Paolo

Publication type:

Article

Developing Novel Deep Learning Models to Detect Insider Threats and Comparing the Models from Different Perspectives.

Published in:

International Journal of InformaticsTechnologies, 2024, v. 17, n. 1, p. 1, doi. 10.17671/gazibtd.1386734

By:

Görmez, Yasin;
Arslan, Halil;
Işık, Yunus Emre;
Gündüz, Veysel

Publication type:

Article

Makine Öğrenmesi ve Öznitelik Seçim Yöntemleriyle Saldırı Tespiti.

Published in:

International Journal of InformaticsTechnologies, 2018, v. 11, n. 2, p. 175, doi. 10.17671/gazibtd.368583

By:

KAYNAR, Oğuz;
ARSLAN, Halil;
GÖRMEZ, Yasin;
IŞIK, Yunus Emre

Publication type:

Article