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| Dr.Öğr.Üyesi Emrullah SONUÇ |
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| Çalışma Alanları |
Paralel Hesaplama, Meta-Sezgisel Algoritmalar, Yapay Zeka. |
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| Ünvan ve Görevler |
- Dr. Öğr. Üyesi, Karabük Üniversitesi, 2017 - Halen
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- Arş. Gör., Karabük Üniversitesi, 2009 - 2017
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| Eğitim |
Lisans |
Bilgisayar Mühendisliği, Selçuk Üniversitesi, 2008 |
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Yüksek Lisans |
Bilgisayar Mühendisliği, Fen Bilimleri Enstitüsü, Karabük Üniversitesi, 2012 |
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Doktora |
Bilgisayar Mühendisliği, Fen Bilimleri Enstitüsü, Karabük Üniversitesi, 2017 |
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| Tezler |
Yüksek Lisans |
RegCM4 Bölgesel Iklim Verilerinin Verifikasyonu |
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Doktora |
Benzetilmiş Tavlama Algoritmasının Grafik İşlemci Ünitesi Kullanılarak Paralelleştirilmesi |
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| Yayınlar |
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SCI, SCIE, SSCI Kapsamındaki Uluslararası Hakemli Dergilerde Yayınlanmış Makaleler |
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- Sonuç, E. Sen, B., Bayir, S., "A cooperative GPU-based Parallel Multistart Simulated Annealing algorithm for Quadratic Assignment Problem", Engineering Science and Technology, an International Journal, 21 (5): 843-849, 2018.
- Cinar, A. C. (2020). Training Feed-Forward Multi-Layer Perceptron Artificial Neural Networks with a Tree-Seed Algorithm. Arabian Journal for Science and Engineering, 1-24.
- Bagherbeik, M., Ashtari, P., Mousavi, S. F., Kanda, K., Tamura, H., & Sheikholeslami, A. (2020, September). A Permutational Boltzmann Machine with Parallel Tempering for Solving Combinatorial Optimization Problems. In International Conference on Parallel Problem Solving from Nature (pp. 317-331). Springer, Cham.
- SEN B., KILINC R., SEN B., Sonuç E., “Validation of a daily precipitation estimates of the
regional climate model RegCM4 over the domains in Turkey with NWP verification
techniques”, Fresenius Environmental Bulletin, Parlar Scientific Publications, 2014.
- Moien Ahsan, Abdul Sattar Shakir, Fan Zhang, Sonia Zafar, Ghulam Nabi and Ijaz Ahmad, "Spatiotemporal Variability in Hydro-Meteorological Time Series Data Using Non-Parametric Tests Over Hindu Kush, Himalayan and Karakoram Ranges in Pakistan
", Fresenius Environmental Bulletin, Parlar Scientific Publications, (2018).
- Zaman, M., ShouqiYuan, J.L., Usman, M., Ahmad, I., Chandio, F.A., Saifullah, M., Liaqat, M.U. and Adnan, M., "Quantifying The Effect Of Climate Change On Precipitation And Temperature Patterns By Using Variant Of Non-Parametric Techniques", Fresenius Environmental Bulletin, Parlar Scientific Publications, (2017).
- Zaman Muhammad, Guohua Fang, Muhammad Saifullah, and Qaiser Javed. "Seasonal And Annual Precipitation Trend Prediction in XinAnjiang China." Fresenius Environmental Bulletin 25, 89-102, (2016)
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Diğer Uluslararası Hakemli Dergilerde Yayınlanmış Makaleler |
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- Sonuç, E.. "A modified crow search algorithm for the weapon-target assignment problem". An International Journal of Optimization and Control: Theories & Applications (IJOCTA), 10(2), 188-197, 2020 (Scopus).
- Sonuç, E. Sen, B., Bayir, S., “A Parallel Simulated Annealing Algorithm for Weapon-Target Assignment Problem”, International Journal of Advanced Computer Science and Applications, 8 (4): 87-92, 2017. (E-SCI) WTA Datasets
- Lai, C.M. and Wu, T.H., Simplified swarm optimization with initialization scheme for dynamic weapon-target assignment problem. Applied Soft Computing, 2019.
- Hocaoğlu, M.F., Weapon Target Assignment Optimization for Land based Multi-Air Defense Systems: A Goal Programming Approach. Computers & Industrial Engineering, 2019.
- Li, X., Zhou, D., Pan, Q., Tang, Y. and Huang, J., 2018. Weapon-Target Assignment Problem by Multiobjective Evolutionary Algorithm Based on Decomposition. Complexity, 2018.
- Kline, Alexander G., Darryl K. Ahner, and Brian J. Lunday. "Real-Time Heuristic Algorithms for the Static Weapon Target Assignment Problem." Journal of Heuristics, November 29, 2018. https://doi.org/10.1007/s10732-018-9401-1.
- Lia, X., Zhoua, D., Pana, Q., Tanga, Y. and Huanga, J., "Weapon-target assignment problem by multiobjective evolutionary algorithm based on decomposition", Complexity, 2018.
- KUTUCU, H. and DURGUT, R., "Silah Hedef Atama Problemi için Tavlama Benzetimli Bir Hibrit Yapay Arı Kolonisi Algoritması. Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi", 2018.
- Rafet DURGUT, Hakan KUTUCU, Sedat AKLEYLEK,"An Artificial Bee Colony Algorithm for Solving the Weapon Target Assignment Problem",International Conference on Information Communication and Management,28 August 2017, Moscow, RUSSIA.
- Sonuç, E. Sen, B., Bayir, S., “A Parallel Approach for Solving 0/1 Knapsack Problem using Simulated Annealing Algorithm on CUDA Platform”, International Journal of Computer Science and Information Security, 14 (12): 1096-1101, 2016.
- Abdel-Basset, Mohamed, Doaa El-Shahat, Hossam Faris, and Seyedali Mirjalili. "A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems." Computers & Industrial Engineering (2019).
- Abdel-Basset, M., El-Shahat, D. and El-Henawy, I., Solving 0–1 knapsack problem by binary flower pollination algorithm. Neural Computing and Applications, (2018).
- Abdel-Basset, M., El-Shahat, D., and Sangaiah, A. K., "A modified nature inspired meta-heuristic whale optimization algorithm for solving 0–1 knapsack problem", International Journal Of Machine Learning And Cybernetics, (2017).
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Uluslararası Bilimsel Toplantılarda Sunulmuş Bildiriler |
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- Sonuç E., "An Improved Crow Search Algorithm for Continuous Optimization Problems", 2nd International
Conference on Advanced Technologies, Computer Engineering and Science (ICATCES19), Apr 26-28, 2019, Alanya- TURKEY.
- Sonuç E., "Artificial Bee Colony Algorithm for The Linear Ordering Problem", International
Conference on Advanced Technologies, Computer Engineering and Science (ICATCES18), May 11-13, 2018, Safranbolu - TURKEY.
- Sonuç E., SEN B., BAYIR S., "Comparison Of Neighborhood Search Techniques for Solving Weapon-Target Assignment Problem using Simulated Annealing Algorithm", International Conference on Mathematics and Engineering (ICOME), 10-12
May 2017, Istanbul – TURKEY.
- Sonuç E., "An Efficient Heuristic for Subset Sum Problem", International Conference on Mathematics and Engineering (ICOME), 10-12
May 2017, Istanbul – TURKEY.
- Sonuç E., SEN B., BAYIR S., "Solving Bin Packing Problem using Simulated Annealing", Proceedings of 65th ISERD International Conference, Mecca, Saudi Arabia, 23rd
-24th January 2017, ISBN: 978-93-86291-92-96th.
- El-Ashamwi, W.H. and Elminaam, D.S.A., A modified squirrel search algorithm based on improved best fit heuristic and operator strategy for bin packing problem. Applied Soft Computing, 2019.
- Ezugwu, A.E., Pillay, V., Hirasen, D., Sivanarain, K. and Govender, M., 2019. A Comparative Study of Meta-Heuristic Optimization Algorithms for 0–1 Knapsack Problem: Some Initial Results. IEEE Access, 7, pp.43979-44001.
- Abdel-Basset, M., Manogaran, G., Abdel-Fatah, L. and Mirjalili, S., 2018. An improved nature inspired meta-heuristic algorithm for 1-D bin packing problems. Personal and Ubiquitous Computing, pp.1-16.
- SEN B., SEN B., Sonuç E., TOPCU S., KRICHAK S.O., KILINC R., "Assessing the capturing capacity of RegCM4 for the precipitation over Med-CORDEX using boundary data with higher resolution and improved accuracy", 6th ICTP Workshop on The Theory and Use Of Regional Climate Models, 7-18 May 2012, Trieste – ITALY.
- Sonuç E., SEN Ba., SEN Bu., "Verifying Regional Climate Model Results With Web-Based Expert-System", 1st World Conference on Innovation and Software Development Bahcesehir University, 02-04 September 2011, Istanbul – TURKEY.
- Muhammadh, K. M., M. M. M. Mafas, and S. B. Weerakoon. "Rainfall forecast in the Upper Mahaweli basin in Sri Lanka using RegCM model." Journal of Physics: Conference Series. Vol. 822. No. 1. IOP Publishing, 2017.
- Mafas M.M.M, Muhammadh K.M, Weerakoon S.B, "Comparative Study of Weather Model WRF & RegCM Weather Prediction in a Tropical Mountainous Terrain", International Journal of Engineering and Technical Research (IJETR), Volume-6, Issue-1, 2454-4698, September 2016.
- D. J. C. Sihombing, "PENELUSURAN SILSILAH KELUARGA BATAK MENGGUNAKAN TREE DAN BACKWARD, FORWARD CHAINING," SEMNASTEKNOMEDIA ONLINE, vol. 3, pp. 3-6-61, 2015
- MENEMENCİOGLU O., SEN B., ATASOY F., Sonuç E., "LMS (Moodle) Automatic Enrollment Approach by Flat File With Student Information System Data", 2nd World Conference On Informatıon Technology, 22-27 November 2011, Antalya – TURKEY.
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Ulusal Bilimsel Toplantılarda Sunulmuş Bildiriler |
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- Sonuç E., SEN B., BAYIR S., "Gezgin Satıcı Probleminin Benzetilmiş Tavlama Yöntemiyle Çözümünde Paralel Hesaplamanın Kullanılması", Akademik Bilişim 2015, 04-06 Şubat 2015, Eskişehir.
- Sonuç E., ORTAKCI Y., ELEN A., "Karabük Üniversitesi Bilgi Sistemi Android Uygulaması", Akademik Bilişim 2013, 23-25 Ocak 2013, Antalya.
- Hacıyusufoğlu, A.F. and Güler, E., "Tarımda Mobil Uygulamalar", Akademik Bilişim 2016.
- MENEMENCIOGLU O., Sonuç E., KARAS I.R., ORAK I.M., "Akademik Özgeçmiş Tabanlı Fakülte Bilgi Sistemi", Akademik Bilişim 2013, 23-25 Ocak 2013, Antalya.
- SEN B.,KILINC R.,SEN B.,Sonuç E.,"Niğde Yöresi İçin RegCM4 Modeli Yağış Verifikasyonu",İç Anadolu Bölgesi 1. Tarım ve Gıda Kongresi, 2-4 Ekim 2013, Niğde.
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| Yayın Kurulunda Yer Alınan Dergi ve Konferanslar |
- Engineering Science and Technology, an International Journal (JESTECH): Assistant Editor-in-Chief
- International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES2018 & ICATCES2019), Co-Chair
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| Hakemlik Yapılan Dergi ve Konferanslar |
- Turkish Journal of Electrical Engineering and Computer Sciences
- Computational Intelligence and Neuroscience
- Engineering Science and Technology, an International Journal
- Celal Bayar Üniversitesi Fen Bilimleri Dergisi
- Duzce University Journal of Science & Technology
- Akademik Platform Mühendislik ve Fen Bilimleri Dergisi
- Technological Applied Sciences
- Avrupa Bilim ve Teknoloji Dergisi
- International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES)
- Akademik Bilişim Konferansı
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| Verilen Dersler |
- Optimizasyon Problemleri için Metasezgisel Yöntemler (Lisansüstü)
- Veritabanı Yönetim Sistemlerinin Prensipleri (Lisansüstü)
- Paralel İşlemler (Lisansüstü)
- Otomata Teorisi
- Mantık Devreleri
- Web Servisleri
- Etik
- Araştırma ve Sunum Teknikleri
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| Sertifikalar, Kurslar |
- MPI Eğitimi, Kasım 2017, Türk Ulusal Bilim e-Altyapısı (TRUBA)
- 6.Yüksek Başarımlı Hesaplama ve Paralel Programlama Yaz Okulu 2011, İstanbul Teknik Üniversitesi
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| Genç Arkadaşlarıma Tavsiyem |
Bizim alanda/sektörde alternatifler her zaman vardır. O yüzden:
Sabit fikirli olmayın. Tek bir platform ya da teknoloji ile kendinizi sınırlandırmayın. Farklı teknojileri deneyin, test edin. |
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