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CONTACT (top)
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Asst. Prof. Dr. Umut ORHAN
e-mail: umutorhan at hotmail dot com
phone: +90 322 3387101 (internal 25)
address: Cukurova University, Faculty of Engineering and Architecture,
Computer Engineering Department, Balcali campus, Adana, TURKEY
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EDUCATION INFORMATIONS (top)
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PhD., Zonguldak Karaelmas University, Electrical-Electronics Engineering, 2011.
MSc., Gaziosmanpasa University, Mathematics, 2007.
BSc., Karadeniz Technical University, Computer Engineering, 2000.
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PROFESSIONAL EXPERIENCES
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Cukurova University, Adana, Assistant Professor (2013 - ...)
Gaziosmanpasa University, Tokat, Lecturer (2004–2011), Chef of Information Office (2005–2008), Assistant Professor (2011-2013)
Iris Interactive ltd. comp., Ankara, Software Engineer (2003–2004)
Turkish Army Land Forces, Ankara, Software Officer (2001–2002)
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ADMINISTRATIVE TASKS
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Gaziosmanpasa University, Head of Electrical-Electronics Engineering Department (December 2011 - December 2012)
Cukurova University, Deputy Head of Computer Engineering Department (April 2013 - ...)
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MISSIONS IN SCIENTIFIC JOURNALS
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Reviewer - Digital Signal Processing (SCI)
Reviewer - Journal of the Faculty of Engineering and Architecture of Gazi University (SCI)
Reviewer - Journal of Gaziosmanpasa Scientific Research
Reviewer - Turkish Journal of Electrical Engineering and Computer Sciences (SCI)
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COURSES (top)
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Graduate Courses
Fuzzy Logic
Intelligent Optimization Techniques
Digital Image Processing (2012)
Machine Learning (2012)
Undergraduate Courses
Discrete Mathematical Structures
Java Programlama
Matlab Programming
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PUBLICATIONS (top)
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International Indexed Journals (SCI)
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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, DOI:10.3906/elk-1210-58, 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.2219–2224, 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, 15 September 2011, pp.13475-13481. 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
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International Indexed Journals (EI)
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Umut Orhan, "Detection of Arrhythmia from ECG Signals by a Robust Approach to Outliers", Przeglad Elektrotechniczny (Electrical Review), vol.7, 2013.
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
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International Symposiums
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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 Naïve 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
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National Journals |
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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
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National Symposiums |
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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.
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Thesis
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Doctorate Thesis, "Novel Approaches for Diagnosis of Epilepsy Disease from EEG Signals", Advisers: Dr. Mahmut Ozer & Dr. Mahmut Hekim, Zonguldak, 2011. PDF abstract
Master Thesis, "Computer Simulation of No-Chance Backgammon with Fuzzy Logic", Adviser: Dr. Naim Cagman, Tokat, 2007. PDF abstract
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Patents
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Umut Orhan, "Automatic ... bracelet", Turkish Patent Institue, (in process) 2012
Umut Orhan, "The robot playing no-chance backgammon", Turkish Patent Institue, (in process) 2012
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Awards and Honours
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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)
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Theses under his Advisorship
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(MSc.) Kemal Adem, "Digital Imaging Based Quality Control of Seal Seams in Tetra Brik Aseptic Cartons", Gaziosmanpasa University, Mechatronics Engineering, Tokat (cont'd)
(MSc.) Onur Comert, "Digital Imaging Aided Fruit Harvest Estimation", Gaziosmanpasa University, Mathematics, Tokat (cont'd)
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Managed Software Projects
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University Information System (Student and Staff processes, Course fee and Dynamic Web Services), Gaziosmanpasa University, Tokat, 2005–2008.
University Information System, Hitit University, Corum, 2007.
Web based Course-Fee Software, Trakya University, Edirne, 2006.
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Missions in Scientific and Social Projects
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The Workshop of Science Advisement for Science and Mathematics Teachers. Supported by TUBITAK, Tokat, 8–14 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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