CV

Fatih CAMCI Bölüm Adı: Graduate School of Sciences Ofis EA-101 E-mail: fcamci@fatih.edu.tr Telefon:5538 Website: http://www.fatih.edu.tr/~fcamci YÖK CV Formatı

Eğitim

• PhD, Wayne State University, Industrial Engineering-2005, Detroit - MI - USA
• MS, Fatih University, Computer Engineering-2001, Istanbul
• BS, Istanbul University, Computer Engineering-1999, Istanbul

Tecrübe

• Assistant Prof. Fatih Üniversitesi, Feb. 2007
• Senior Project Engineer Impact Technologies, Apr. 2005- Feb. 2007
• Research Assistant Wayne State University, Sep. 2001- Apr. 2005
• Network Engineer HSA, Jun. 2000- Sep. 2001
• Teaching Assistant Fatih Üniversitesi, Sep. 1999- Jun. 2000
• Computer Engineer Dogan Yayin Holding, Mar. 1999- Sep. 1999

İlgi Alanları

• Intelligent Engineering Systems: Artificial Intelligence, Statistical & Computational Methods
• Condition Based Maintenance: Development of diagnostics-prognostics and maintenance optimization methods in order to reduce the operating and support cost and increase availability of complex industrial, nuclear, and military systems.
• Optimization in Engineering Applications
• Video Processing & Analysis

Araştırma Projeleri

• Istanbul Boğaz Trafiği için Çizelgeleme Sistemi, Üniversite Araştırma Proje Fonu, Jan 2009-Jul 2010, Ana Yönetici Amount: 8500 YTL
• 108M275-Raylı Sistem Makas Kontrol Mekanizmaları İçin Arıza Öngörme Ve Bakım Planlama Sistemi Geliştirilmesi, TUBITAK, Aug 2008-Aug 2010, Ana Yönetici Amount: 155.000 YTL
• Integration of PHM Systems with Maintenance Data , US Air Force -, Apr 2006-Feb 2007, Yardımcı Yönetici Amount: 100,000$
• Integrated Maintenance Management Decision Tool , US Navy-, Apr 2005-Jan 2006, Yardımcı Yönetici Amount: 100,000$
• Compressor Wash Prognostics , Rolls-Royce, Apr 2005-Sep 2005, Araştırmacı Amount: 48 000$
• Prescription Based Maintenance System , US Navy, Jun 2004-Jun 2006, Araştırmacı Amount: 700 000 $
• Statistical & Computational Intelligence Methods for Prognostics in Condition-Based-Maintenance Systems, NSF USA, Sep 2003-Sep 2004, Araştırmacı Amount: $100 000
• Diagnostic and Prognostic Algorithms for Condition-Based-Maintenance, Ford Motor Company, Detroit, Sep 2003-Sep 2004, Araştırmacı Amount: $65 000

Seçkin Yayınlar

(The Publications appears in SCI, SCI Exp.,SSCI and AHCI are shown with *)

Akademik Yayınlar

• * Camci F., "Change Point Detection in Time Series Data Using Support Vectors", International Journal of Pattern Recognition and Artificial Intelligence, Vol. 24, No. 1, Feb. 2010
• * F. Karaca, F. Camci, "Distant Source Contributions to PM10 Profile Evaluated by SOM Based Cluster Analysis of Air Mass Trajectory Sets", Atmospheric Environment, Vol. 44, No. 7, Dec. 2009, pp. 892-899
• * Camci F., Chinnam R. B., "Health-State Estimation and Prognostics in Machining Processes ", IEEE Transactions on Automation Science and Engineering, doi:10.1109/TASE.2009.2038170, Nov. 2009
• * Camci F., "System Maintenance Scheduling With Prognostics Information Using Genetic Algorithm", IEEE Transaction on Reliability, Vol. 58, No. 3, Sep. 2009, pp. 539-552
• * Camci F., "A Note to Life Cycle Cost for Railway Condition Monitoring", Transportation Research Part E, Vol. 45, No. 3, May. 2009, pp. 457-459
• * Camci F., "Comparison of Genetic and Binary PSO Algorithms on System Maintenance Scheduling Using Prognostics Information", Engineering Optimization, Vol. 41, No. 2, Feb. 2009, pp. 119-136
• * Ozkurt C., Camci F.,, "Automatic Traffic Density Estimation And Vehicle Classification For Traffic Surveillance Systems Using Neural Networks", Mathematical and Computational Applications An International Journal (MCA), Vol. 14, No. 3, Jan. 2009, pp. 187-196
• * Camci F., Chinnam R. B., "General Support Vector Representation Machine for One-Class Classification of Non-Stationary Classes", Pattern Recognition, Vol. 41, No. 10, Oct. 2008, pp. 3021-3034
• * Camci, F., Chinnam, R.B., and R.D. Ellis, "A Robust Kernel- Distance Multivariate Control Chart Using Support Vector Principles", International Journal of Production Research, Vol. 46, No. 18, Sep. 2008, pp. 5075-5095
• Camci F., "Process monitoring, diagnostics and prognostics using support vector machines and hidden Markov models", Graduate school of Wayne State University, Detroit, Michigan: , Apr. 2005, pp. (2005)

Proceedings

• S. Baskan, F. Camci, M. Sevkli, "Demiryolu Makas Sisteminde İzleme ve Veri Toplama", Istanbul, Oct. 2009, Otomatik Kontrol Ulusal Toplantısı,
• A. Berdinyazov, F. Camci, M. Sevkli, S. Baskan, "Economic Analysis of Maintenance Policies for A System", The 7th IEEE International Symposium on Diagnostics for Electric Machines Power Electronics & Drives, Cargese, Fransa, Aug. 2009,
• V. Atamuradov, F. Camci, S. Baskan, M. Sevkli, "Failure Diagnostics for Railway Point Machines Using Expert Systems ", The 7th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics & Drive, Cargese, Fransa, Aug. 2009,
• A. Berdinyazov, F. Camci, F. Eldemir, M. Sevkli, S. Baskan, "Elektro-mekanik Arızaların Ekonomik Analizinin Simülasyon Kullanılarak Gerçeklenmesi", 3.Ulusal Savunma Uygulamaları Modelleme ve Simülasyon Konferansı, Ankara, Jun. 2009, 3.Ulusal Savunma Uygulamaları Modelleme ve Simülasyon Konferansı, 1, 1,pp. 1
• S. Gören, F. Camcı, İ. Anıl, A. B. Şengül, H. N. A MEHAN, "İstanbul’daki Kentsel Katı Atık Miktarının Yapay Zeka ve İstatistiksel Teknikler Kullanılarak Modellenmesi", TÜRKAY 2009, Istanbul, Jun. 2009, Türkiye'de Katı Atık Yönetimi Sempozyumu , 1, 1,pp. 1
• F. Camci, "Analysis of Velocity Calculation Methods in Binary PSO", First IEEE International Conference on the Applications of Digital Information and Web Technologies , Ostrava Check Republic, Aug. 2008,
• F. Camci, S. Valentine, K. Navarra , "Methodologies for Integration of Prognostic Health Management Systems with Maintenance Data", IEEE Aerospace Conference, Big Sky, Montana/ USA, Mar. 2007,
• F. Camci, R. B. Chinnam, "Hierarchical HMM's for Autonomous Diagnostics and Prognostics", IEEE World Congress on Computational Intelligence , Vancouver, British Columbia/ Canada, Jul. 2006,
• F. Camci, S. Valentine, "Hierarchical Maintenance Scheduling for Complex Systems Using Mixed Integer Linear Programming", Machinery Failure Prevention Technology ’60, Virginia Beach, VA / USA, Apr. 2006,
• F. Camci, R. B. Chinnam, "Dynamic Bayesian Networks for Machine Diagnostics: Hierarchical Hidden Markov Models vs. Competitive", International Joint Conference on Neural Networks, Montreal, Canada, Aug. 2005,
• F. Camci, R.B. Chinnam, "Health- State Estimation and Diagnostics in Machining Systems using Hidden Markov Model Committees", 15th International Conference on Flexible Automation & Intelligent Manufacturing, Bilbao / Spain, Jul. 2005,
• F. Camci, R. B. Chinnam, "Non-stationary Data Domain Description using Support Vector Novelty Detector", International Joint Conference on Neural Networks, Budapest, Hungary, Jul. 2004, Proceedings of the International Joint Conference on Neural Networks, 1, 1,pp. 1
• F. Camci, R. B. Chinnam, "Online Novelty Detections for Non-stationary Classes using a Modified SVM", Neural Networks and Computational Intelligence Conference, Grindelwald, Switzerland, Feb. 2004, Proceedings of the Neural Networks and Computational Intelligence Conference, 1, 1,pp. 1

Kitaplar

• Fatih Camci, Ratna B. Chinnam, "Process Monitoring, Diagnostics and Prognostics In Machining Processes", Lap Publishing, ISBN 978-3-8383-3566-7
• "Traffic Related PM Predictor for Besiktas, Turkey",(F. Karaca, I. Anil, O. Alagha, F. Camci), in Information Technologies in Environmental Engineering, Springer, 01/07/2009, pp. 317-330

Tez Danışmanlıkları


MS/MA Tezleri/s

• Ashyr Muhammet, "Economical Analysis of Condition Based Maintenance on Railway Systems", Fatih Universitesi, Jun. 2009
• Vepha Atamuradow, "Failure Analysis and Diagnostics of Railway Turnouts ", Fatih Universitesi, Jun. 2009
• Tubay Gel, "Ship Transition Planning Through Straits According to Montro Contract Using Optimization Methods", Fatih Universitesi, Jun. 2010

Alıntı Yapılan Yayınlar

• Methodologies for integration of PHM systems with maintenance data , / Citied to: / F. Camci, R. B. Chinnam
• Methodologies for integration of PHM systems with maintenance data, / Citied to: / F. Camci, S. Valentine
• Hierarchical HMMs for autonomous diagnostics and prognostics , / Citied to: Process monitoring, diagnostics and prognostics using support vector machines and hidden Markov models / Camci F.
• Dynamic Bayesian networks for machine diagnostics: Hierarchical Hidden Markov models vs. competitive learning , / Citied to: Process monitoring, diagnostics and prognostics using support vector machines and hidden Markov models / Camci F.
• REAL-TIME RISK MEASUREMENT FOR BUSINESS ACTIVITY MONITORING (BAM) , 01/11/2009 / Citied to: General Support Vector Representation Machine for One-Class Classification of Non-Stationary Classes / Camci F., Chinnam R. B.
• Real-time Process Quality Control for Business Activity Monitoring, 26/06/2009 / Citied to: General Support Vector Representation Machine for One-Class Classification of Non-Stationary Classes / Camci F., Chinnam R. B.
• Combined use of sensor data and structural knowledge processed by Bayesian network: Application to a railway diagnosis aid scheme , 01/12/2008 / Citied to: / F. Camci, R. B. Chinnam
• General Support Vector Representation Machine for One-Class Classification of Non-Stationary Classes, 01/10/2008 / Citied to: A Robust Kernel- Distance Multivariate Control Chart Using Support Vector Principles / Camci, F., Chinnam, R.B., and R.D. Ellis
• Application of Hidden Semi-Markov Models Based on Wavelet Correlation Feature Scale Entropy in Equipment Degradation State Recognition , 01/06/2008 / Citied to: / F. Camci, R. B. Chinnam
• Dynamic Bayesian networks for predicting remaining useful life of equipment, 01/09/2007 / Citied to: Process monitoring, diagnostics and prognostics using support vector machines and hidden Markov models / Camci F.
• Novelty Detection Based Machine Health Prognostics, 01/09/2006 / Citied to: / F. Camci, R. B. Chinnam
• A review of fault prognostics in condition based maintenance, 01/01/2006 / Citied to: Process monitoring, diagnostics and prognostics using support vector machines and hidden Markov models / Camci F.

Verdiği Dersler

• 2006-2007 "COMPUTER PROGRAMMING I", CENG 101/A, Credit:4
• 2006-2007 "COMPUTER PROGRAMMING I", CENG 101/LAB A1, Credit:4
• 2006-2007 "DATA STRUCTURES AND ALGORITHMS II", CENG 202/A, Credit:3
• 2006-2007 "VERİ YAPILARI VE ALGORİTMALAR II", BİLM 202/A, Credit:3
• 2006-2007 "DATA STRUCTURES AND ALGORITHMS I", CENG 201/A, Credit:3
• 2006-2007 "VERİ YAPILARI VE ALGORİTMALAR I", BİLM 201/A, Credit:3
• 2007-2008 "M.S.Thesis", CENG 500/Tez D, Credit:0
• 2007-2008 "INTRODUCTION TO COMPUTER GRAPHICS", CENG 481/A, Credit:3
• 2007-2008 "VERİ YAPILARI", BİLM 201/A, Credit:4
• 2007-2008 "VERİ YAPILARI", BİLM 201/LAB A, Credit:4
• 2007-2008 "VERİ YAPILARI", BİLM 201/LAB A2, Credit:4
• 2007-2008 "BİLGİSAYARLA GRAFİK-İŞLEMEYE GİRİŞ", BİLM 481/A, Credit:3
• 2007-2008 "ANALYSIS OF ALGORITHMS", CENG 305/A, Credit:3
• 2007-2008 "COMPUTER ORGANIZATION", CENG 252/B, Credit:3
• 2007-2008 "ALGORİTMA ANALİZLERİ", BİLM 305/A, Credit:3
• 2007-2008 "DATA STRUCTURES", CENG 201/A, Credit:4
• 2007-2008 "DATA STRUCTURES", CENG 201/LAB A, Credit:4
• 2008-2009 "M.S.Thesis", IE 500/TEZ G, Credit:0
• 2008-2009 "DATA STRUCTURES", CENG 201/A, Credit:4
• 2008-2009 "DATA STRUCTURES", CENG 201/LAB A, Credit:4
• 2008-2009 "M.S.Thesis", CENG 500/TEZ N, Credit:0
• 2008-2009 "DATA STRUCTURES", CENG 201/LAB B, Credit:4
• 2008-2009 "VERİ YAPILARI", BİLM 201/A, Credit:4
• 2008-2009 "VERİ YAPILARI", BİLM 201/LAB A, Credit:4
• 2008-2009 "VERİ YAPILARI", BİLM 201/LAB B, Credit:4
• 2008-2009 "BİLGİSAYARLA GRAFİK-İŞLEMEYE GİRİŞ", BİLM 481/A, Credit:3
• 2008-2009 "VERİ YAPILARI", BİLM 201/LAB C, Credit:4
• 2008-2009 "M.S.Thesis", IE 500/TEZ C, Credit:0
• 2008-2009 "ANALYSIS OF ALGORITHMS", CENG 305/A, Credit:3
• 2008-2009 "M.S.Thesis", CENG 500/D, Credit:0
• 2008-2009 "Pattern Recognition", CENG 593/A, Credit:3
• 2008-2009 "ALGORİTMA ANALİZLERİ", BİLM 305/A, Credit:3
• 2009-2010 "M.S.Thesis", CENG 500/TEZ D, Credit:0
• 2009-2010 "DATA STRUCTURES", CENG 201/A, Credit:3
• 2009-2010 "DATA STRUCTURES", CENG 201/B, Credit:3
• 2009-2010 "Graduate Seminar", CENG 501/SMNR C, Credit:0
• 2009-2010 "Artificial Intelligence", CENG 590/A, Credit:3
• 2009-2010 "M.S.Thesis", CENG 500/TEZ A, Credit:0
• 2009-2010 "Pattern Recognition", CENG 593/A, Credit:3

 Yazıcı Dostu Sayfa    Arkadaşıma Gönder
Güncelleme Tarihi: 26 Haziran 2006, Pazartesi
Yayın Tarihi: 21 Nisan 2006, Cuma
Ziyaret Sayısı: 105686