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CONTACT
Asst. Prof. Dr. Umut ORHAN
e-mail: uorhan at cu dot edu dot tr
phone: +90 322 3387101 (internal 25)
address: Cukurova University, Faculty of Engineering and Architecture,
Department of Computer Engineering, Balcali campus, Adana, Turkiye

EDUCATION INFORMATION (top)
  • Doctorate, Zonguldak Karaelmas University, Department of Electrical-Electronics Engineering, 2011.
        Adviser: Dr. Mahmut Ozer (coadviser: Dr. Mahmut Hekim), Thesis title: Novel Approaches for Diagnosis of Epilepsy Disease from EEG Signals [PDF]
  • Master, Gaziosmanpasa University, Department of Mathematics, 2007.
        Adviser: Dr. Naim Cagman, Thesis title: Computer Simulation of No-Chance Backgammon with Fuzzy Logic [PDF]
  • Bachelor, Karadeniz Technical University, Department of Computer Engineering, 2000.
  • PROFESSIONAL EXPERIENCES
  • Cukurova University, Adana, Assistant Professor (2013 - ...)
  • Gaziosmanpasa University, Tokat, Lecturer (20042011), Chief Information Officer (20052008), Assistant Professor (2011-2013)
  • Iris Interactive ltd. comp., Ankara, Software Engineer (20032004)
  • Turkish Army Land Forces, Ankara, Software Officer (20012002)
  • ADMINISTRATIVE TASKS
  • Cukurova University, Deputy Head of Computer Engineering Department (April 2013 - ...)
  • Gaziosmanpasa University, Head of Electrical-Electronics Engineering Department (December 2011 - December 2012)
  • MISSIONS IN SCIENTIFIC JOURNALS
  • Editor & Reviewer - Turkish Journal of Electrical Engineering and Computer Sciences (SCI)
  • Reviewer - Applied Soft Computing (SCI)
  • Reviewer - Computers in Biology and Medicine (SCI)
  • Reviewer - Digital Signal Processing (SCI)
  • Reviewer - Journal of the Faculty of Engineering and Architecture of Gazi University (SCI)
  • COURSES (top)
    Graduate Courses
  • Cluster Analysis
  • Advanced Theory of Computation
  • Fuzzy Logic
  • Intelligent Optimization Techniques

  • Undergraduate Courses
  • Automata Theory and Formal Languages
  • Discrete Mathematics
  • Matlab Programming
  • Operating Systems

  • Past Courses
  • Machine Learning
  • Image Processing
  • Computer Networks
  • Database Management
  • Java Programming
  • Programming Languages 1
  • PUBLICATIONS (top)
    International Indexed Journals
  • Kemal Adem, Umut Orhan, Mahmut Hekim, "Image processing based quality control of the impermeable seams in multilayered aseptic packages", Expert Systems with Applications, vol.42, no.7, pp.37853789, 2015 [PDF]
  • Mehmet Akar, Mahmut Hekim, Umut Orhan, "Mechanical faults detection of permanent magnet synchronous motors using equal width discretization based probability distribution and a neural network model", Turkish Journal of Electrical Engineering and Computer Sciences, vol.23, pp.813-823, 2015 [PDF]
  • Umut Orhan, "Real-time CHF Detection from ECG Signals using a Novel Discretization Method", Computers in Biology and Medicine, vol.43, pp.1556-1562, 2013 [PDF]
  • Umut Orhan, "Detection of Arrhythmia from ECG Signals by a Robust Approach to Outliers", Przeglad Elektrotechniczny, vol.7, pp.81-85, 2013.[PDF]
  • Umut Orhan, Mahmut Hekim, Mahmut Ozer, "Epileptic Seizure Detection Using Probability Distribution Based on Equal Frequency Discretization", Journal of Medical Systems, vol.36, pp.22192224, 2012 [PDF]
  • Umut Orhan, Mahmut Hekim, Mahmut Ozer, "EEG Signals Classification Using the K-means Clustering and a Multilayer Perceptron Neural Network Model", Expert Systems with Applications, vol.38, no.10, pp.13475-13481, 2011 [PDF]
  • Umut Orhan, Mahmut Hekim, Mahmut Ozer, "Epileptic Seizure Detection Using Artificial Neural Network and a New Feature Extraction Approach Based on Equal Width Discretization", Journal of the Faculty of Engineering and Architecture of Gazi University, vol.26, no.3, pp.575-580, 2011 [PDF]
  • Umut Orhan, Mahmut Hekim, Turgay Ibrikci, "Supervised Gravitational Clustering with Bipolar Fuzzification", Lecture Notes in Artificial Intelligence, vol.5227, pp.667-674, 2008 [PDF]
  • Umut Orhan, Mahmut Hekim, Turgay Ibrikci, "Gravitational Fuzzy Clustering", Lecture Notes in Artificial Intelligence, vol.5317, pp. 524-531, 2008 [PDF]
  • International Symposiums
  • Umut Orhan, Emre Gurbuz, "Classifying Discrete Interval Densities of EEG Signals by using DWT and SVM", International Symposium on Innovations in Intelligent Systems and Applications (INISTA'2012), pp.1-4, Trabzon, 2012 [PDF]
  • Umut Orhan, Mahmut Hekim, Mahmut Ozer, Ivo Provaznik, "Epilepsy Diagnosis Using Probability Density Functions of EEG Signals", International Symposium on Innovations in Intelligent Systems and Applications (INISTA'2011), pp.626-630, Istanbul, 2011 [PDF]
  • Umut Orhan, Mahmut Hekim, "Gravitational Approach to Supervised Clustering for Bi-class Datasets", 6th International Conference on Electrical And Electronics Engineering (ELECO'2009), Bursa, 2009 [PDF]
  • Umut Orhan, Mahmut Hekim, "Mass Action Based Data Clustering Method And Its Weighted Fuzzification", 5th International Conference on Electrical And Electronics Engineering (ELECO'2007), pp.386-390, Bursa, 2007 [PDF]
  • Umut Orhan, Turgay Ibrikci, Irem Ersoz, "Prediction Of Disordered Regions Of Proteins With New N-Pieces Nave Bayes Algorithm", Artificial Neural Networks In Engineering (ANNIE'2007), pp.43-48, St. Louis, 2007 [PDF]
  • Mahmut Hekim, Umut Orhan, "A Validity Measure for a New Hybrid Data Clustering", International Symposium on Innovations in Intelligent Systems and Applications (INISTA'2007), pp.70-74, Istanbul, 2007 [PDF]
  • Naim Cagman, Umut Orhan, "A Model Transforming A Problem Based on Chance Problem into Perfect Information and Its Fuzzy Application", International Symposium on Innovations in Intelligent Systems and Applications (INISTA'2007), pp.50-54, Istanbul, 2007 [PDF]
  • Other Journals
  • Umut Orhan, Mahmut Hekim, "A Novel Supervised Learning Based on Density", Journal of New Theory, vol. 1, pp. 17-23, 2015 [PDF]
  • Umut Orhan, Kemal Adem, Onur Comert, "Least Squares Approach to Locally Weighted Naive Bayes Method", Journal of New Results in Science, vol. 1, pp.71-78, 2012 [PDF]
  • Mahmut Hekim, Umut Orhan, "Subtractive Approach to Fuzzy C-Means Clustering Method", Journal of ITU-D, vol. 10, no. 1, pp.11-17, 2011 [PDF]
  • National Symposiums
  • Onur Comert, Umut Orhan, Mahmut Hekim, "Digital Imaging Aided Fruit Harvest Estimation", 4. National Mechatronics Engineering Students Congress, Ankara, 8 June 2013.
  • Kemal Adem, Umut Orhan, "Imaging Processing Based Quality Control of Transversal Seams in Tetra Brik Aseptic Cartons", 21. Signal Processing and Communication Applications, Kyrenia, North Cyprus, April 24-26 2013.
  • Umut Orhan, Kemal Adem, "The Effects of Probability Factors in Naive Bayes Method", ELECO 2012, poster, Bursa, 2012.
  • Umut Orhan, Mahmut Hekim, Mahmut Ozer, "Diagnosis of Epilepsy on EEG Signals by using Clustering Based Probability Distribution and Artificial Neural Network", Innovations and Applications in Intelligent Systems - ASYU 2010, Kayseri, 21-24 June 2010.
  • Umut Orhan, Mahmut Hekim, Mahmut Ozer, "Discretization Approach to EEG Signal Classification Using Multilayer Perceptron Neural Network Model", 15. Biomedical Engineering National Symposium, Antalya, 21-24 April 2010.
  • Mahmut Hekim, Umut Orhan, Gunsel Durusoy, "A Hybrid Approach to Data Clustering", ELECO 2006, pp.41-45, Bursa, 2006.
  • Awards and Honours
  • International Scientific Publications Promotion Program by "The Scientific and Technological Research Council of Turkey" (TUBITAK)
  • Patent support program by "The Scientific and Technological Research Council of Turkey" (TUBITAK)
  • Graduate Students
  • Abdurrahman Tolga YELTEKIN
  • Ali UGUR
  • Cagatay Neftali TULU
  • Enis ARSLAN
  • Erhan TURAN
  • Hasan GOK
  • Mohid KHAN
  • Ugur EJDER
  • Supervised Theses
  • Kemal Adem, "Digital Image Processing Based Quality Control of Seams on Tetra Brik Aseptic Cartons", June 2013.
  • Onur Comert, "Digital Imaging Aided Red Chief Apple Harvest Estimation", June 2013.
  • Managed Software Projects
  • University Information System (Student and Staff processes, Course fee and Dynamic Web Services), Gaziosmanpasa University, Tokat, 20052008.
  • University Information System, Hitit University, Corum, 2007.
  • Web based Course-Fee Software, Trakya University, Edirne, 2006.
  • Missions in Scientific and Social Projects
  • Prediction of Soil Mixture by Using Intelligent Algorithms, Cukurova University Scientific Research Projects, Adana, April 2014.
  • The Workshop of Science Advisement for Science and Mathematics Teachers. Supported by TUBITAK, Tokat, 814 November 2008.
  • The Workshop of Science Advisement for Computer, Biology, Physics, Chemistry and Mathematics Teachers. Supported by TUBITAK, Tokat, 21-25 January 2008.
  • A Model Transforming A Problem Based on Chance Problem into Perfect Information and Its Computer Simulation. Supported by TUBITAK, Thesis Project, 2007.
  • Technological Vocational Training Courses. Supported by EU, 2006.
  • 2005-2006 Education Year Research Projects Competition for Secondary Education Students, Supported by TUBITAK, 2006.
  • Vocational Traning Courses. Supported by EU, 2005.

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    Cukurova University Faculty of Engineering and Architecture Computer Engineering Department  
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