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SciProfiles: 2738142

Keywords

Machine Learning

Countries

Türkiye

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Employment (2)

Sivas Cumhuriyet Üniversitesi: Sivas, TR

2023-02-01 to present | Assist. Prof. (Management Information Systems)
Employment
Source: Self-asserted source
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Sivas Cumhuriyet Üniversitesi: Sivas, TR

2015-10-12 to 2023-02-01 | Research Assistant (Managament Information Systems)
Employment
Source: Self-asserted source
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Education and qualifications (2)

Abdullah Gül University: Kayseri, TR

2018-02-01 to 2022-10-12 | Ph. D (Electrical and Computer Engineering)
Education
Source: Self-asserted source
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Abdullah Gül Üniversitesi Fen Bilimleri Enstitüsü: Kayseri, TR

2015-09-15 to 2017-07-18 (Electrical and Computer Engineering)
Education
Source: Self-asserted source
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Works (14)

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

Diagnostics
2024-06 | Journal article | Author
DOI: 10.3390/diagnostics14131364
Contributors: Fatma Hilal YAĞIN; Cemil ÇOLAK; Abdulmohsen Algarni; yasin görmez; Emek Guldogan; Luca Paolo Ardigò
Source: check_circle
Multidisciplinary Digital Publishing Institute

A Transfer Learning Approach for Skin Cancer Subtype Detection

4th International Conference on Artificial Intelligence and Applied Mathematics in Engineering
2023 | Book chapter
DOI: 10.1007/978-3-031-31956-3_28
Part of ISBN: 9783031319556
Part of ISBN: 9783031319563
Part of ISSN: 2731-5002
Part of ISSN: 2731-5010
Contributors: Burak Kolukısa; Yasin Görmez; Zafer Aydın
Source: Self-asserted source
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Explainable Artificial Intelligence Paves the Way in Precision Diagnostics and Biomarker Discovery for the Subclass of Diabetic Retinopathy in Type 2 Diabetics

Metabolites
2023-12 | Journal article | Author
DOI: 10.3390/metabo13121204
Contributors: Fatma Hilal YAĞIN; Seyma Yasar; yasin görmez; Burak Yağın; Abdulvahap Pinar; Abedalrhman Alkhateeb; Luca Paolo Ardigò
Source: check_circle
Multidisciplinary Digital Publishing Institute

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

Diagnostics
2023-09 | Journal article | Author
DOI: 10.3390/diagnostics13182949
Contributors: Harika Gozde Gozukara Bag; Fatma Hilal YAĞIN; yasin görmez; Dr. Pablo Prieto González; Cemil ÇOLAK; Mehmet Gülü; Georgian Badicu; Luca Paolo Ardigò
Source: check_circle
Multidisciplinary Digital Publishing Institute

A deep learning-based solution for digitization of invoice images with automatic invoice generation and labelling

International Journal on Document Analysis and Recognition (IJDAR)
2023-08-25 | Journal article
DOI: 10.1007/s10032-023-00449-4
Part of ISSN: 1433-2833
Part of ISSN: 1433-2825
Contributors: Halil Arslan; Yunus Emre Işık; Yasin Görmez
Source: Self-asserted source
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Estimation of Obesity Levels with a Trained Neural Network Approach optimized by the Bayesian Technique

Applied Sciences
2023-03 | Journal article | Author
DOI: 10.3390/app13063875
Contributors: Fatma Hilal YAĞIN; Mehmet Gülü; yasin görmez; Arkaitz Castañeda-Babarro; Cemil ÇOLAK; Gianpiero Greco; Fischetti Francesco; Stefania Cataldi
Source: check_circle
Multidisciplinary Digital Publishing Institute

IGPRED-MultiTask: A Deep Learning Model to Predict Protein Secondary Structure, Torsion Angles and Solvent Accessibility

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2023-03-01 | Journal article | Author
DOI: 10.1109/tcbb.2022.3191395
Part of ISSN: 1545-5963
Part of ISSN: 1557-9964
Part of ISSN: 2374-0043
Contributors: yasin görmez; Zafer Aydin
Source: Self-asserted source
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The Determination of Distinctive Single Nucleotide Polymorphism Sets for the Diagnosis of Behçet's Disease

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2022-05-01 | Journal article
DOI: 10.1109/tcbb.2021.3053429
Part of ISSN: 1545-5963
Part of ISSN: 1557-9964
Part of ISSN: 2374-0043
Contributors: Yunus Emre Işık; Yasin Gormez; Zafer Aydin; Burcu Bakir-Gungor
Source: Self-asserted source
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<scp>IGPRED</scp>: Combination of convolutional neural and graph convolutional networks for protein secondary structure prediction

Proteins: Structure, Function, and Bioinformatics
2021-10 | Journal article | Author
DOI: 10.1002/prot.26149
Part of ISSN: 0887-3585
Part of ISSN: 1097-0134
Contributors: yasin görmez; Mostafa Sabzekar; Zafer Aydın
Source: Self-asserted source
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Crowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge

npj Digital Medicine
2021-03-19 | Journal article
DOI: 10.1038/s41746-021-00414-7
Part of ISSN: 2398-6352
Contributors: Solveig K Sieberts; Jennifer Schaff; Marlena Duda; Bálint Ármin Pataki; Ming Sun; Phillip Snyder; Jean-Francois Daneault; Federico Parisi; Gianluca Costante; Udi Rubin et al.
Source: Self-asserted source
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Multi fragment melting analysis system (MFMAS) for one-step identification of lactobacilli

Journal of Microbiological Methods
2020-10 | Journal article
DOI: 10.1016/j.mimet.2020.106045
Part of ISSN: 0167-7012
Contributors: Zülal Kesmen; Özge Kılıç; Yasin Gormez; Mete Çelik; Burcu Bakir-Gungor
Source: Self-asserted source
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grade
Preferred source (of 2)‎

Efficient and Scalable Broker Design for the Internet of Things Environments

2020 28th Signal Processing and Communications Applications Conference (SIU)
2020-10-05 | Conference paper
DOI: 10.1109/siu49456.2020.9302028
Contributors: Yasin Gormez; Halil Arslan; Omer Faruk Kelek
Source: Self-asserted source
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A deep learning approach with Bayesian optimization and ensemble classifiers for detecting denial of service attacks

International Journal of Communication Systems
2020-07-25 | Journal article | Author
DOI: 10.1002/dac.4401
Part of ISSN: 1074-5351
Part of ISSN: 1099-1131
Contributors: yasin görmez; Zafer Aydin; Ramazan Karademir; Vehbi Cagri Gungor
Source: Self-asserted source
yasin görmez

Dimensionality reduction for protein secondary structure and solvent accesibility prediction

Journal of Bioinformatics and Computational Biology
2018-10 | Journal article
DOI: 10.1142/s0219720018500208
Part of ISSN: 0219-7200
Part of ISSN: 1757-6334
Contributors: Zafer Aydin; Oğuz Kaynar; Yasin Görmez
Source: Self-asserted source
yasin görmez

Peer review (2 reviews for 1 publication/grant)

Review activity for Computers & electrical engineering. (2)
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