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gokhanb@ce.yildiz.edu.tr
gbilgin@yildiz.edu.tr

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Publications

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• Bilgin, G., Erturk, S., Yildirim, T., “Segmentation of Hyperspectral Images via Subtractive Clustering and Cluster Validation Using One-Class Support Vector Machines,“ IEEE Transactions on Geoscience and Remote Sensing, vol. 49, issue 8, pp. 2936-2944, Aug 2011. (Journal)

• M. M. Dundar, S. Badve, G. Bilgin, R. Jain, O. Sertel, M. N. Gurcan, “Computerized Classification of Intraductal Breast Lesions using Histopathological Images,“ IEEE Transactions on Biomedical Engineering, vol. 58, No. 7, pp. 1977- 1984, Jul 2011. (Journal)

• Bilgin, G., Erturk, S., Yildirim, T., “Unsupervised Classification of Hyperspectral-Image Data Using Fuzzy Approaches That Spatially Exploit Membership Relations,” IEEE Geoscience and Remote Sensing Letters, vol. 5, issue 4, pp. 673-677, Oct 2008. (Journal)

• Gökhan Bilgin, Sarp Ertürk, Tülay Yıldırım, “Multiscale Windowed Denoising and Segmentation of Hyperspectral Images,” IEEE Int’l Conf. on Computational Intelligence for Measurement Systems and Applications, Istanbul-Turkey, pp. 33-37,14–16 July, 2008. (Conf. Proceeding)

• Gökhan Bilgin, Sarp Ertürk, Tülay Yıldırım, “Segmentation of Hyperspectral Images using Fuzzy Approaches”, IEEE 16th Signal Processing and Communications Applications Conference, Aydın-Turkey, 20-22 April 2008. (Conf. Proceeding)

• Gökhan Bilgin, Sarp Ertürk, Tülay Yıldırım, “Nonlinear Dimension Reduction Methods and Segmentation of Hyperspectral Images, IEEE 16th Signal Processing and Communications Applications Conference, Aydın-Turkey20-22 April 2008. (Conf. Proceeding)

• Gökhan Bilgin, Sarp Ertürk, Tülay Yıldırım, “One-Class Support Vector Machines Based Cluster Validity in the Segmentation of Hyperspectral Images”, IEEE 17th Signal Processing and Communications Applications Conference, Antalya-Turkey, 8-12 April 2009. (Conf. Proceeding)

• Erkan Uslu, Gökhan Bilgin, “Classification of Heart Arrthymias by Using Wavelet and Merged Wavelet Packet Transforms”, IEEE 16th Signal Processing and Communications Applications Conference, Aydın- Turkey, 20-22 April 2008. (Conf. Proceeding)

• Bilgin Gokhan, Bolat Bülent, Yıldırım Tulay, “Effects of Data Reduction Methods on the Performance of Statistical Neural Networks in Medical Applications”, pp. 136-139, International Conference Electrical and Electronics Engineering, ELECO 2007, Bursa, Turkey, 5-9 Dec 2006. (Conf. Proceeding)

• Bilgin Gokhan, Bolat Bulent, “Breast Cancer Diagnosis by Using Active Learning PNN,” INISTA (International Symposium on Innovations in Intelligent Systems and Applications), Istanbul, Turkey, 20-23 June 2007. (Conf. Proceeding)

• Bilgin Gokhan, Dinç Tarkan, “A New Feature Extraction Technique: Subspace Angular Transform (SAT) for Pattern Recognition,” INISTA (International Symposium on Innovations in Intelligent Systems and Applications), Istanbul, Turkey, 20-23 June 2007. (Conf. Proceeding)

• Yavuz Sırma, Amasyalı M. Fatih, Balcılar Muhammet, Bilgin Gökhan, Dinç Tarkan, Kurt Zeyneb, “An Autonomous Robot for Simultaneous Localization and Map Building”, International Conference Electrical and Electronics Engineering,ELECO 2006, Bursa, Turkey, pp. 225-229, 6-10 Dec. 2006. (Conf. Proceeding)

• Bilgin Gökhan, Bolat Bülent, “Classification of Waveveforms by Using Active Learning Statistical Neural Networks”, National Automatical Control Conference, Ankara-Turkey, pp. 118-121, 06-08 Nov. 2006. (Conf. Proceeding)

• Bilgin G., Altun, O., “Cardiac Problem Diagnosis Using SPECT Images with Statistical Neural Networks”, Proc. of 10th IASTED International Conference Artificial Intelligence and Soft Computing, pp.109-112, Palma de Mallorca-Spain, 28-30 August 2006. (Conf. Proceeding)

• Bilgin G., Altun, O., “Cardiac Problem Diagnosis with Statistical Neural Networks and Performance Evaluation by ROC Analysis”, Proc. of Applied Electronics International Conference, pp.15-18, Pilsen- Czech Republic, 6-7 September, 2006. (Conf. Proceeding)

• Bilgin G., Yıldırım, T., “Waveform Classification with Statistical Neural Networks”, Proc. of Applied Electronics, pp.45-47, Pilsen-Czech Republic, 7-8 Sep. 2005. (Conf. Proceeding)

• Gökhan Bilgin, Ünal Küçük, “Image compression with wavelet transforms and set partitioning in hierarchical trees method”, IEEE 12th Signal Processing and Communications Applications Conference, Kusadasi-Turkey pp. 324-326, 28-30 April 2004. (Conf. Proceeding)

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