KARABUK UNIVERSITY
     
FAKÜLTE BİLGİ SISTEMİ
Şifremi Unuttum?
 
COMPUTER ENGINEERING
 
Asst.Prof.Dr. Ümit Atila
Address Karabuk University, Faculty Of Engineering, Baliklar Kayasi Mevkii 78050 Karabuk TURKEY
Office B 160
 
Phone (+90 370) 418 72 11 (Ext. 7211)
Fax (+90 370) 418 70 01
 
E-mail umitatila@karabuk.edu.tr
  umitatila@gmail.com
Personal Web Page http://www.umitatila.net
 
Areas of Interest Artificial Neural Networks, Machine Learning, Meta-heuristic Optimization, Spatial Network Analysis
   
Academic and Work History
   
Education B. Sc. Computer Systems, Gazi University, 2002
  M. Sc. Advanced Technologies Department, Gazi University, 2008
  Ph. D. Computer Engineering, Karabuk University, 2013
 
Publications  
  Books and Book Chapters
 
  1. Atila, Umit, Ismail Rakip Karas, and Yasin Ortakci. "3D Network Analysis for User Centric Evacuation Systems." Encyclopedia of GIS (2017): 20-33.
  2. Karas, Ismail Rakip, Umit Atila, And Emrullah Demiral. "Developing A 3D Routing Instruction Engine For Indoor Environment." International Conference On Geo-Informatics In Resource Management And Sustainable Ecosystems. Springer, Singapore, 2016.
  3. Umit Atila, Ismail Rakip Karas, Muhammed Kamil Turan, Alias Abdul- Rahman, "Automatic Generation Of 3D Networks In CityGML And Design Of An Intelligent Individual Evacuation Model For Building Fires Within The Scope Of 3D GIS", Innovations In 3D Geo-Information Sciences, Series: Lecture Notes In Geoinformation And Cartography, Editor: U. Isikdag, Pages: 123-142, Published By Springer International Publishing Switzerland 2014, 320 P., Hardcover, ISBN 978-3-319-00514-0
  4. Atila, Umit, Ismail Rakip Karas, and Alias Abdul Rahman. "A 3D-GIS implementation for realizing 3D network analysis and routing simulation for evacuation purpose." Progress and New Trends in 3D Geoinformation Sciences. Springer, Berlin, Heidelberg, 2013. 249-260.
  Journal Articles
 
  1. Ümit Atila, Murat Uçar, Kemal Akyol, Emine Uçar. “Plant leaf disease classification using EfficientNet deep learning model”, Ecological Informatics, 61, 2021 Doi: https://doi.org/10.1016/j.ecoinf.2020.101182.
  2. Murat Dörterler, Ümit Atila, Rafet Durgut, İsmail Şahin. " Analysing the performances of evolutionary multi-objective optimizers on design optimization of robot gripper configurations." Turkish Journal of Electrical Engineering & Computer Sciences,2021
  3. Baydilli, Yusuf Yargı, Umit Atila, and Abdullah Elen. "Learn from one data set to classify all–A multi-target domain adaptation approach for white blood cell classification", Computer Methods and Programs in Biomedicine, 196, 2020: 105645. Doi: https://doi.org/10.1016/j.cmpb.2020.105645
  4. Farag Hamed Kuwil, Ümit Atila, Radwan Abu-Issa, Fionn Murtagh. “A novel data clustering algorithm based on gravity center methodology”, Expert Systems with Applications, 156, 2020: 113435 Doi: https://doi.org/10.1016/j.eswa.2020.113435
  5. Baydilli, Y.Y. and Atila Ü. "Classification of white blood cells using capsule networks", Computerized Medical Imaging and Graphics, 2020: 101699. Doi: https://doi.org/10.1016/j.compmedimag.2020.101699
  6. Atila, U., Baydilli, Y.Y., Sehirli, E., Turan, M.K. “Classification of DNA Damages on Segmented Commet Assay Images Using Convolutional Neural Network”, Computer Methods and Programs in Biomedicine, 2020. Doi: https://doi.org/10.1016/j.cmpb.2019.105192
  7. Atila, Umit, Dörterler Murat, Turgut Rafet, Şahin İsmail, “A comprehensive investigation into the performance of Optimization Methods in spur gear design”, Engineering Optimization, 2019. Doi: https://doi.org/10.1080/0305215X.2019.1634702
  8. Atila, U., Ortakci, Y., Ozacar, K., Demiral, E., & Karas, I. “Smartescape: A mobile smart individual fire evacuation system based on 3d spatial model”, ISPRS International Journal of Geo-Information, 7(6), 223, 2018. Doi: https://doi.org/10.3390/ijgi7060223
  9. Karas, I. R. And Atila, U. “A Genetic Algorithm Approach For Finding The Shortest Driving Time On Mobile Devices”, Scientific Research And Essays, ISSN 1992-2248, Vol. 6 (2): 394–405, 2011. Doi: 10.5897/SRE10.896
  10. Ortakci, Y., Karas, I. R., Atila, U., & Demiral, E. “Intelligent Mobile Indoor Navigation System for Fire Evacuation Based on Artificial Neural Network”, International Journal of Computer Science and Information Security, 14(11), 980. (2016)
  11. Atila U., Karas, I. R. And Rahman, A. A.,“Integration Of CityGML And Oracle Spatial For Implementing 3D Network Analysis Solutions And Routing Simulation Within 3D-GIS Environment”, Journal Of Geo-Spatial Information Science, (Taylor & Francis), (2013).
  12. Atila U., Karas, I. R., Gologlu, C.,Yaman, B.,Orak, I. M.,“An Idea For Finding The Shortest Driving Time Using Genetic Algorithm Based Routing Approach On Mobile Devices”, International Journal Of Mathematics And Computers In Simulation, ISSN: 1998-0159, 6 (1): 09-16(2012).
  13. Atila U., Topaloğlu, N., “RFID Teknolojisi Kullanılarak Kimyasal Malzeme Stok Takibinin İnternet Tabanlı Olarak Gerçekleştirilmesi”, Teknoloji, ISSN: 1308-2051, 11(3): 153-166 (2008).
  14. Akyol, K , Atila, Ü . "Comparing The Effect of Under-Sampling and Over-Sampling on Traditional Machine Learning Algorithms for Epileptic Seizure Detection". Akademik Platform Mühendislik ve Fen Bilimleri Dergisi 8 (2020 ): 279-285
  15. ATİLA, Ü , AKYOL, K , SABAZ, F . "Retinal Görüntülerde Eksuda Lezyonlarının Tespiti Üzerine Bir Çalışma". Bilişim Teknolojileri Dergisi 13(1), 27-36 (2020).
  16. Akyol Kemal and Atila Ümit. "A Study on Performance Improvement of Heart Disease Prediction by Attribute Selection Methods." Akademik Platform Mühendislik ve Fen Bilimleri Dergisi 7.2: 174-179. (2019).
  17. ATİLA, Ü., DÖRTERLER, M., & ŞAHİN, İ. Yapay Alg Algoritmasının Tasarım Optimizasyon Problemlerinde ki Performansı Üzerine Bir Çalışma: Basınç Yayı Örneği. Bilişim Teknolojileri Dergisi, 11(4), 349-355 (2018).
  Conference Proceedings
 
  1. Y.Y. BAYDIILLI, U. ATILA, K. AKYOL, “Improving classification performance on microscopic images using Generative Adversarial Networks (GAN)”, International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2019), Apr 26-28, 2019 Alanya, Turkey
  2. A. USTA, U. ATILA, K. AKYOL and Y.Y. BAYDİLLİ, “Performance Evaluations of Meta-Heuristic Algorithms On Solving Group Elevator Control Problem”, International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2019), Apr 26-28, 2019 Alanya, Turkey
  3. Y.Y. BAYDIILLI, U. ATILA, “Understanding effects of hyper-parameters on learning: A comparative analysis”, International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2018), May 11-13, 2018 Safranbolu, Turkey.
  4. Yasin Ortakci, Umit Atila, Emrullah Demiral, Kasim Ozacar and Ismail Rakip Karas, "Comparison of a Smart Mobile Application-Supported Evacuation System and Traditional Evacuation Systems", BIM-GIS Integration Workshop in 12th 3D Geoinfo Conference 2017, 25-27 October, 2017, Melbourne, Australia.
  5. F. Sabaz, U. Atila, ROI Detection and Vessel Segmentation in Retinal Image, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLII-4/W6, 2017 4th International GeoAdvances Workshop, 14–15 October 2017, Safranbolu, Karabuk, Turkey
  6. Sari, Y., Atila, U., “Comparison of Machine Learning Algorithms Used for TextIndependent Speaker Recognition”, 8th International Advanced Technologies Symposium, Elazig, 2017
  7. KÖSE B., ATİLA Ü., GÜNEŞER M.T., RECEBLİ Z.,"Saatlik Ve Günlük Rüzgar Hızını Tahmin İçin Yeni Bir Analitik Yöntem Yaklaşımı Ve Yapay Sinir Ağları Ile Karşılaştırılması", 10th International Clean Energy Symposium, 24-26 October 2016, Istanbul, Turkey
  8. Ortakci Yasin,DEMİRAL EMRULLAH,ATİLA ÜMİT,KARAŞ İSMAİL RAKIP. "Indoor Navigation Design Integrated With Smart Phones And Rfid Devices." ISPRS Annals Of The Photogrammetry, Remote Sensing And Spatial Information Sciences 2.2 (2015): 223.
  9. Emrullah Demiral, Ismail Rakip Karas, Muhammed Kamil Turan, Umit Atila, "RFID-Based Mobile Positioning And Navigation System Design For 3D Indoor Environment", 9th International 3D Geoinformation Conference (3DGeoInfo'14), 11-13 November 2014, Dubai, United Arab Emirates.
  10. Umit Atila, Ismail Rakip Karas, Alias Abdul Rahman, "A Knowledge Based Decision Support System: 3D GIS Implementation For Indoor Visualisation And Routing Simulation", Knowledge Management International Conference (KMICe-2014), 14-15 August 2014, Langkawi, Malaysia.
  11. Umit Atila, Ismail Rakip Karas, “Genetic Algorithm-Aided Routing on 3D Dynamic Networks”, 5th International 3D GeoInfo Conference, 03-04 November 2010, Berlin, Germany.
  12. Umit Atila, Ismail Rakip Karas, Cevdet Gologlu, Beyza Yaman, Ilhami Muharrem Orak, "Design of a Route Guidance System with Shortest Driving Time Based on Genetic Algorithm", 10th WSEAS International Conference on Applied Computer and Applied Computational Science (ACACOS '11), 8-10 March 2011, Venice, Italy.
  13. Ismail Rakip Karas, Alias Abdul Rahman, Umit Atila, "Automatic Generation of 3D Networks in CityGML via MUSCLE Model", Joint ISG 2011 & ISPRS 2011 Conference (10th International Symposium and Exhibition on Geoinformation and ISPRS Conference for Commissions II/5 and II/7), 27-29 September, 2011, Selangor, Malaysia.
  14. Umit Atila, Ismail Rakip Karas, Alias Abdul Rahman, "A 3D-GIS Implementation for Realizing 3D Network Analysis and Routing Simulation for Evacuation Purpose", 7th International 3D Geoinformation Conference (3DGeoInfo'12), 16-17 May 2012, Quebec City, Quebec, Canada.
  15. Ismail Rakip Karas, Umit Atila, Alias Abdul-Rahman, "Correction of Faulty Lines in MUSCLE, to be used in 3D Building Network Construction", XXIInd International Society for Photogrammetry & Remote Sensing Congress, 25 August-1 September 2012, Melbourne, Australia. ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., I-2, 105-110, doi:10.5194/isprsannals-I-2-105-2012.
  16. U. Atila, I. R. Karas, M. K. Turan, and A. A. Rahman, "Design of an Intelligent Individual Evacuation Model for High Rise Building Fires Based on Neural Network within the Scope of 3D GIS", 8th International 3D Geoinformation Conference (3DGeoInfo'13), 27-29 November 2013, Istanbul, Turkey. ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., II-2/W1, 13-24, doi:10.5194/isprsannals-II-2-W1-13-2013, 2013.
  17. İsmail Rakıp Karaş, Ümit Atila, Muhammed Kamil Turan, "Kişiye Özel Akıllı Tahliye Modeli", Akıllı ve Yeşil Binalar Kongresi, 23-24 Mayıs 2013, Gazi Üniversitesi, Ankara.
Courses Tought
  1. Machine Learning
  2. Special Topics on Artificial Neural Networks
  3. Programming Languages II
  4. Programming Languages I
Computer Skills
  1. C, C++, C#, MATLAB, Python, ASP.NET, Java, PHP
 
 

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