CURRICULUM VITAE. Degree Profession University Year. BSc Geodesy and Photogrammetry Karadeniz Technical University 1993

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1 CURRICULUM VITAE Name, Surname : TAŞKIN KAVZOĞLU Date of Birth : 3 MAY 1972 Title : Prof. Dr. ORCID-ID: Researcher ID: N Education : Degree Profession University Year BSc Geodesy and Photogrammetry Karadeniz Technical University 1993 MSc Geographical Information Systems Nottingham University 1997 PhD Remote Sensing Nottingham University 2001 Title of BSc Thesis and Supervisor : Röleve Alımında Yersel Fotogrametri Uygulaması (Turkish) Supervisor: Prof. Dr. Türkay Tüdeş Title of MSc Thesis and Supervisor : An Analysis of the Characteristics of Feed-forward Artificial Neural Networks in Relation to Land Cover Classification Accuracy Supervisor: Prof. Paul M. Mather Title of PhD Thesis and Supervisor : An Investigation of the Design and Use of Feed-forward Artificial Neural Networks in the Classification of Remotely Sensed Images Supervisor: Prof. Paul M. Mather 1

2 Professional Duties : Title Institution Year Res.Asst. Student/ Researcher Geodesy and Photogrammetry Dept., Karadeniz Technical University, Turkey Nottingham University, UK Asst.Prof. Assoc.Prof. Prof.Dr. Geodesy and Photogrammetry Dept., Gebze Institute of Technology, Turkey Geodesy and Photogrammetry Dept., Gebze Institute of Technology, Turkey Geodesy and Photogrammetry Dept., Gebze Institute of Technology, Turkey Administrative Duties : Deputy Department Head Gebze Institute of Technology, Geodesy and Photogrammetry Department (April 2003 December 2003). Head of Department Vice-Rector Gebze Institute of Technology, Geodesy and Photogrammetry Department (December 2003 Continue). Gebze Institute of Technology, Geodesy and Photogrammetry Department ( ) Graduate Thesis Supervised : 1. Ermişoğlu, R., 2002, Emlak ve Çevre Temizlik Vergi Gelirlerinin KBS ile Takibinin Yapılmasına Yönelik Proje Tasarımı ve Uygulaması, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 2. İmamoğlu, M.Z., 2004, IRS-LISS Uydu Verileri Kullanılarak Haliçte Su Kalitesinin Belirlenmesi, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 3. Güzel, C., 2004, Uzaktan Algılanmış Görüntüler Kullanılarak Gebze İlçesinin Sınıflandırılmış Haritalarının Elde Edilmesi, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 4. Yılmaz, E., 2005, Havaalanı Bilgi Sistemi Tasarımı, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 5. Dinibütün, M.B., 2005, Uydu Görüntüleri Kullanılarak Hidrokarbon Sızıntılarının Belirlenmesi: Batman Örneği, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 2

3 6. Şen, Y.E., 2006, Uydu Görüntüleri Yardımıyla Yol Üst Yapısında Meydana Gelen Değişimlerin Otomatik Tespiti ve Yol Bakım Planlaması, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 7. Arslan, A., 2006, Hazine Arazileri Yönetim Bilgi Sistemi Tasarımı: Çankaya Örneği, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 8. Süslü, A., 2007, Şereflikoçhisar İlçesindeki Tarım Arazilerinde Uzaktan Algılama Yöntemiyle Ekili Alanların Tespiti ve Rekolte Tahmini, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 9. Uslu, A., 2007, Diyarbakır İlinin Kentsel Dönüşüm Analizinin Uzaktan Algılanmış Görüntüler Kullanılarak Yapılması, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 10. Candemir, Y., 2008, İstanbul GOAD Haritalarının Bilgi Sistemine Aktarılması ve Güncel Durum İle Karşılaştırılması, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 11. Çevik, H.S., 2009, Çevre Kalitesi Analizine Yönelik Bilgi Sistemi Tasarımı, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 12. Çölkesen, İ., 2009, Uzaktan Algılamada İleri Sınıflandırma Tekniklerinin Karşılaştırılması ve Analizi, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 13. Mermer, N., 2009, İstanbul Turistik Bilgi Sisteminin Tasarlanması, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 14. Demirci, Y.Z., 2010, Kocaeli Turistik Bilgi Sisteminin Tasarlanması, Dept. of Geodetic and Photogrammetric Engineering, MSc Thesis, Gebze Institute of Technology. 15. Şahin, E.K., 2012, "CBS Tabanlı Çok Kriterli Karar Analizi Yöntemi Kullanılarak Heyelan Duyarlılık Haritasının Üretilmesi: Trabzon İli Örneği", MSc Thesis, Dept. of Geodetic and Photogrammetric Engineering, Gebze Institute of Technology. 16. Yıldız, M., 2012, Görüntü Segmentasyon Metotlarının Sınıflandırma Performansı Üzerine Etkilerinin Araştırılması. MSc Thesis, Dept. of Geodetic and Photogrammetric Engineering, Gebze Institute of Technology. 17. Terzioğlu, A.G., 2015, Çok Hisseli Parsellerde İmar Planı Uygulaması: Sultanbeyli Örneği, MSc Thesis, Dept. of Geodetic and Photogrammetric Engineering, Gebze Technical University. 18. Dernek, N., 2017, Uzaktan Algılama Teknikleriyle Arktik Bölgesi ve Antarktika Kıtasındaki Deniz Buzlarının Belirlenmesi, MSc Thesis, Dept. of Geomatics Engineering, Gebze Technical University. 3

4 Supervised PhD Thesis : Emrehan Kutluğ Şahin, Özellik Seçimi Algoritmaları Kullanılarak Heyelanda Etkili Faktörlerin Belirlenmesi Ve Heyelan Duyarlılık Haritalarının Üretilmesi, Istanbul Technical University, Geomatics Dept. PhD Thesis, Co-Advisor, Other Academic Roles: Co-Advisor for Thesis: İsmail Çölkesen, Yüksek Çözünürlüklü Uydu Görüntüleri Kullanarak Benzer Spektral Özelliklere Sahip Doğal Nesnelerin Ayırt Edilmesine Yönelik Bir Metodoloji Geliştirme, Istanbul Technical University, Institute of Natural Sciences, PhD Thesis, Ozan Arif Kesik, Zaman Mekân Boyutuyla Kentsel Erişilebilirliğe Yönelik Analiz Araçlarının Geliştirilmesi: Engelliler Örneği, Insistute of Informatics, Istanbul Technical University, MSc Thesis. Mehmet Doğruluk, Yüksek Çözünürlüklü Stereo Uydu Görüntülerinden Elde Edilen Sayısal Yükseklik Modellerinin Doğruluğunun Araştırılması, Istanbul Technical University, Institute of Natural Sciences, MSc Thesis. Merve Yıldız, Yildiz Technical University, Institute of Natural Sciences, PhD Thesis. Hicret Gürsoy Sürmeneli, Dört Boyutlu Kadastral Veri Modelinin Tasarımı ve Uygulaması, Yildiz Technical University, Institute of Natural Sciences, PhD Thesis. Dilek Küçük Matcı, Kontrolsüz Sınıflandırma Yönteminde Yeni Bir Yaklaşım, Anadolu University, Institute of Natural Sciences, PhD Thesis. Abdol Reza Meshgini, Üç Boyutlu Kadastro Sisteminin Kurulması: İran Örneği, Istanbul Technical University, Institute of Natural Sciences, MSc Thesis. 4

5 Projects : 1. The use of GPS in Dynamic Environments: Software Development for Code and Phase Measurements, Researcher, Gebze Institute of Technology, Scientific Research Project, Project Number: 98-B Investigation of Temporal Changes and Environmental Effects of Industrialization in Gebze, Head Researcher, Gebze Institute of Technology Scientific Research Project, Project Number: 2003-A The Design of Campus Information System, Researcher, Gebze Institute of Technology, Scientific Research Project, Project Number: 2003-A Development of a Software Package for Densification of National GPS Network, Researcher, Gebze Institute of Technology, Scientific Research Project, Project Number: 2003-A Kilometrelik Beykoz Cadde Sokak Panoramik Kamera Verilerinin Toplanması ve Beykoz Belediyesi Coğrafi Bilgi Sistemlerinde Entegrasyonunun Yapılması Projesi, Beykoz Municipality, , Budget: ,80 TL. 6. Coğrafi Bilgi Sistemleri ve Entegre Yönetim Bilgi Sistemleri Sistem Modernizasyonu İçin Gerekli Altyapının Sunucu Storage ve Network Araştırılması ve Temini Projesi, Beykoz Municipality, Budget: TL 7. Doküman ve Sayısal Arşiv Yönetim Yazılımı ve Hizmet Alımı Projesi, Proje Danışman, Beykoz Municipality, , Budget: TL. 8. Beykoz Belediyesi İş Süreçleri Bazlı Elektronik Belge Yönetim Sistemi Projesi, Proje Danışman, Beykoz Municipality, , Budget: TL. 9. Mobil Uyumlu Beykoz Belediyesi Web Sitesinin Geliştirilmesi İçerik Yönetimi Projesi, Proje Danışman, Beykoz Municipality, , Budget: TL. 10. Ulusal Coğrafi Bilgi Sistemleri Veri Temaları İle Birlikte Çalışabilir Afet Risk Yönetimi Açık Veri Modeli Ve Analiz Araçlarının Geliştirilmesi, Araştırmacı, Gebze Teknik Üniversitesi, Proje No: 2015-A37 ( ). Budget: TL. 11. Beykoz ilçesi Yaşam Kalitesinin Yükseltilmesi için Sürdürülebilir ve Akıllı Atık Yönetim Sisteminin Kurulması Projesi, Danışman, Beykoz Belediyesi Başkanlığı, İstanbul Kalkınma Ajansı Destekli Proje, İSTKA/2016/YNY-112, Budget: İstanbul İl Sınırları İçinde Fotogrametrik Yöntemle 1/1000 ve 1/5000 Ölçekli Revizyon Halihazır Harita ile 1/1000 Ölçekli Ortofoto Harita Üretim İşi, Danışman, İstanbul Büyükşehir Belediyesi Başkanlığı Bütçe: TL. 5

6 Scientific Activities: IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2017), Member of Scientific Committee, July 2017, Fort Worth, Texas, USA. IX. Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği (TUFUAB 2017) Teknik Sempozyumu, Member of Steering Committee, Member of Scientific Committee, Nisan 2017, Afyon. Spatial Accuracy 2016, Member of Scientific Committee, 5-8 July 2016, Montpellier, France. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2016), Member of Scientific Committee, July 2016, Beijing, China. VI. Symposium of Remote Sensing and Geographical Information Systems, Member of Organizing Committee, Scientific Committee Member, 5-7 October 2016, Adana, Turkey. VIII. Technical Symposium of Turkish Photogrammetry and Remote Sensing Union (TUFUAB 2015), Member of Organizing Committee, May 2015, Konya, Turkey. V. Symposium of Remote Sensing and Geographical Information Systems, Member of Organizing Committee, Scientific Committee Member, October 2014, İstanbul, Turkey. IV. Symposium of Remote Sensing and Geographical Information Systems, Member of Organizing Committee, Scientific Committee Member, October 2012, Zonguldak, Turkey. 10th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, Scientific Committee Member, July 2012, Florianópolis, Brezilya. III. Symposium of Remote Sensing and Geographical Information Systems, Symposium Organizer, October 2010, Gebze-Kocaeli, Turkey. Editorial Board Membership : Harita Dergisi, Journal of Geodesy and Geoinformation, Geomatik. 6

7 Referred Journals : Advances in Remote Sensing; African Journal of Agricultural Research; African Journal of Business Management; Applied Soft Computing; Arabian Journal for Science and Engineering; Arabian Journal of Geosciences; Archives of Agronomy and Soil Science; ASCE Journal of Surveying Engineering; Atmospheric Research; Bartın Orman Fakültesi Dergisi; Bulletin of Engineering Geology and the Environment; Cartography and Geographic Information Science; Catena; Climate Research; Computers and Geosciences; Digital Signal Processing; Earth Science Informatics; Earth Sciences Research Journal; Ecological Engineering; Ecopersia; Engineering Geology; Environmental Earth Sciences; Environmental Engineering Science; Environmental Modeling and Software; Environmental Monitoring and Assessment; Environmental Technology; European Journal of Remote Sensing; Experimental Techniques; Fresenius Environmental Bulletin; Geocarto International; Geomatics, Natural Hazards and Risk; GIScience and Remote Sensing; Habitat International; Harita Dergisi; Harita Teknolojileri Dergisi; Human and Ecological Risk Assessment; IEEE Access; IEEE Geoscience and Remote Sensing Letters; IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing; IEEE Transactions on Geoscience and Remote Sensing; Information Fusion; Information Sciences; International Journal of Applied Earth Observation and Geoinformation; International Journal of Digital Earth; International Journal of Engineering and Geosciences; International Journal of Image Processing; International Journal of Informatics Technologies; International Journal of Physical Sciences; International Journal of Remote Sensing; ISPRS Journal of Photogrammetry and Remote Sensing; Journal of Applied Remote Sensing; Journal of Earthquake Engineering; Journal of Environment and Bioenergy; Journal of Environmental Management; Journal of Geodesy and Geoinformation; Journal of Geography & Natural Disasters; Journal of Mountain Science; Journal of Urban and Environmental Engineering; Journal of Zhejiang University Science; KSCE Journal of Civil Engineering; Landslides; Measurement; Natural Hazards; Natural Hazards and Earth System Sciences; Ocean & Coastal Management; The Open Civil Engineering Journal; Ocean Engineering; Open Journal of Geology; Optical Engineering; Physics and Chemistry of the Earth; Proceedings of ICE journal - Civil Engineering; Remote Sensing; Remote Sensing Letters; Remote Sensing of Environment; Scientific Research and Essays; Sensor Review; Sensors; Signal Image and Video Processing; Turkish Journal of Agriculture and Forestry; Turkish Journal of Earth Sciences. Membership of Scientific Societies : The Remote Sensing and Photogrammetry Society (RSPSoc) American Geophysical Union (AGU) Turkish Remote Sensing and Photogrammetry Society (TUFUAB) Chamber of Survey and Cadaster Engineers Awards : First in the class: Karadeniz Technical University, Geodesy and Photogrammetry Department (1993). 7

8 Scholarship: Awarded by Turkish Ministry of National Education to pursue MSc and PhD in the UK (1995). Distinction in MSc program: Graduated with distinction in MSc program of Nottingham University (1997). Best PhD Award: the Remote Sensing and Photogrammetry Society (RSPSoc), UK (2002) Best paper presentation: VI. Symposium on Remote Sensing and Geographical Information Systems, 5-7 October 2016, Adana, Turkey. (2016) PUBLICATIONS A. Articles in international scientific journals (SCI): 1. T. Kavzoglu and P.M. Mather, Pruning Artificial Neural Networks: An Example Using Land Cover Classification of Multi-sensor Images, International Journal of Remote Sensing, 20(14), T. Kavzoglu and P.M. Mather, The Role of Feature Selection in Artificial Neural Network Applications, International Journal of Remote Sensing, 23(15), T. Kavzoglu and P.M. Mather, The Use of Backpropagating Artificial Neural Networks in Land Cover Classification, International Journal of Remote Sensing, 24(23), M.H. Saka, T. Kavzoglu, C. Ozsamli and R.M. Alkan, Sub-Metre Accuracy for Stand Alone GPS Positioning in Hydrographic Surveying, The Journal of Navigation, 57(1), T. Kavzoglu, Simulating Landsat ETM+ Imagery Using DAIS 7915 Hyperspectral Scanner Data, International Journal of Remote Sensing, 25(22), T. Kavzoglu and M.H. Saka, Modelling Local GPS/Levelling Geoid Undulations Using Artificial Neural Networks, Journal of Geodesy, 78(9), H. Gómez and T. Kavzoglu, Assessment of Shallow Landslide Susceptibility Using Artificial Neural Networks in Jabonosa River Basin, Venezuela, Engineering Geology, 78(1-2), T. Kavzoglu, Determination of Environmental Degradation Due to Urbanization and Industrialization in Gebze, Turkey, Environmental Engineering Science, 25(3),

9 9. T. Kavzoglu and S. Reis, Performance Analysis of Maximum Likelihood and Artificial Neural Network Classifiers for Training Sets with Mixed Pixels, GIScience and Remote Sensing, 45(3), T. Kavzoglu, E. Yilmaz and A.F. Sesli, A Case Study for an Airport Information System, Geoensenanza, 11, (2008). 11. T. Kavzoglu, Increasing the Accuracy of Neural Network Classification Using Refined Training Data, Environmental Modelling & Software, 24(7), T. Kavzoglu, Y.E. Sen and M. Cetin, Mapping Urban Road Infrastructure Using Remotely Sensed Images, International Journal of Remote Sensing, 30(7), T. Kavzoglu and I. Colkesen, A Kernel Functions Analysis for Support Vector Machines for Land Cover Classification, International Journal of Applied Earth Observation and Geoinformation, 11(5), B. Ergun, T. Kavzoglu, I. Colkesen and C. Sahin, Data filtering with support vector machines in geometric camera calibration, Optics Express, 18(3), T. Kavzoglu and I. Colkesen, Assessment of Environmental Change and Land Degradation Using Time Series of Remote Sensing Images, Fresenius Environmental Bulletin, 20(1A), T. Kavzoglu and I. Colkesen, Entropic Distance Based K-star Algorithm for Remote Sensing Image Classification, Fresenius Environmental Bulletin, 20(5), T. Kavzoglu and I. Colkesen, An assessment of effectiveness of rotation forest ensemble for land use and land cover mapping, International Journal of Remote Sensing, 34(12), DOI: / T. Kavzoglu, E.K. Sahin and I. Colkesen, Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression, Landslides, 11(3), DOI: /s T. Kavzoglu, E.K. Sahin and I. Colkesen, An assessment of multivariate and bivariate approaches in landslide susceptibility mapping: a case study of Duzkoy district", Natural Hazards, 76(1), DOI: /s T. Kavzoglu, E.K. Sahin and I. Colkesen, Selecting Optimal Conditioning Factors in Shallow Translational Landslide Susceptibility Mapping Using Genetic Algorithm, Engineering Geology, 192, DOI: /j.enggeo T. Kavzoglu, I. Colkesen and T. Yomralioglu, Object-based classification with rotation forest ensemble learning algorithm using very-high-resolution WorldView-2 image, Remote Sensing Letters, 6(11), DOI: / X

10 22. I. Colkesen, E.K. Sahin and T. Kavzoglu, Susceptibility mapping of shallow landslides using kernel-based Gaussian process, support vector machines and logistic regression, Journal of African Earth Sciences, 118, DOI: /j.jafrearsci I. Colkesen, T. Kavzoglu, The Use of Logistic Model Tree (LMT) for Pixeland Object-Based Classifications Using High Resolution WorldView-2 Imagery. Geocarto International, 32(1), DOI: / E. Kutlug Sahin, C. Ipbuker and T. Kavzoglu, Investigation of Automatic Feature Weighting Methods (Fisher, Chi-square and Relief-F) for Landslide Susceptibility Mapping. Geocarto International. 32(99, DOI: / Colkesen, I., and Kavzoglu, T., Ensemble-based canonical correlation forest (CCF) for land use and land cover classification using Sentinel-2 and Landsat OLI imagery, Remote Sensing Letters, 8(11), DOI: / X Kavzoglu, T., Yildiz Erdemir, M., Tonbul, H., Classification of semiurban landscapes from very high-resolution satellite images using a regionalized multiscale segmentation approach, Journal of Applied Remote Sensing, 11(3), (2017), doi: /1.JRS Colkesen, I., and Kavzoglu, T., Selection of Optimal Object Features in Object- Based Image Analysis Using Filter-Based Algorithms, Indian Journal of Remote Sensing [Under Review]. 28. Kavzoglu, T., Tonbul, H., Yildiz Erdemir, M., Colkesen, I., Dimensionality Reduction and Classification of Hyperspectral Images Using Object-Based Image Analysis, Indian Journal of Remote Sensing [Under Review]. Other journal articles: 1. T. Kavzoglu and M.H. Saka, Reply to the comments of RN Celik and HS Kutuoglu on Kavzoglu and Saka (2005) Modelling Local GPS/Levelling Geoid Undulations Using Artificial Neural Networks, Journal of Geodesy, 82(3), (2008). 2. Sahin, E.K., Ipbuker, C. and Kavzoglu, T. A Comparison of Feature and Expertbased Weighting Algorithms in Landslide Susceptibility Mapping, Procedia Earth and Planetary Science, World Multidisciplinary Earth Sciences Symposium (WMESS 2015) 15, (2015). 10

11 B. Articles presented in international conferences/symposiums : 1. T. Kavzoglu and C.A.O. Vieira, An Analysis of Artificial Neural Network Pruning Algorithms in Relation to Land Cover Classification Accuracy. Proceedings of the Remote Sensing Society Student Conference, 23 April, Oxford, UK, (1998). 2. C.A.O. Vieira and T. Kavzoglu, Using Multitemporal, Multispectral and Multisource Remotely Sensed Data to Classify Crops: An Innovative Approximation. Proceedings of the Remote Sensing Society Student Conference, Oxford, UK, (1998). 3. T. Kavzoglu and P.M. Mather, Assessing Artificial Neural Network Pruning Algorithms. Proceedings of the 24th Annual Conference and Exhibition of the Remote Sensing Society, 9-11 September, Greenwich, UK, (1998). 4. T. Kavzoglu, Determining Optimum Structure for Artificial Neural Networks. Proceedings of the 25th Annual Technical Conference and Exhibition of the Remote Sensing Society (Earth Observation: From Data to Information), 8-10 September, Cardiff, UK, (1999). 5. T. Kavzoglu, J. Jaafar and P.M. Mather, Extraction of Field Boundary Information from Classified Satellite Images. Proceedings of GIS Research UK (GISRUK'2000), 5-7 April, York, UK, (2000). 6. T. Kavzoglu and P.M. Mather, Using Feature Selection Techniques to Produce Smaller Neural Networks with Better Generalisation Capabilities. Proceedings of the IEEE 2000 International Geoscience and Remote Sensing Symposium (IGARSS'2000), July, Hawaii, USA, VII, (2000). 7. T. Kavzoglu and P.M. Mather, The Use of Feature Selection Techniques in the Context of Artificial Neural Networks. Proceedings of the 26th Annual Conference of the Remote Sensing Society (CD-ROM), September, Leicester, UK (2000). 8. T. Kavzoglu and P.M. Mather, Effective Use of Artificial Neural Networks for Remotely Sensed Image Classification. Proceedings of the First Annual Meeting of the Remote Sensing and Photogrammetry Society, September, London, UK, (2001). 9. H. Gómez, T. Kavzoglu and P.M. Mather, Artificial Neural Network Application in Landslide Hazard Zonation in the Venezuelan Andes. Proceedings of the Fifth International Conference on Geomorphology, August, Tokyo, Japan (2001). 10. I. Baz, T. Kavzoglu and A. Geymen, User-Friendly Interface Development for Urban Information Systems Used in Local Governments. Proceedings of the International Symposium on Geographical Information Systems (CD-ROM), September, İstanbul (2002). 11. I. Baz, T. Kavzoglu and R. Ermisoglu, Designing An Urban Information System for Monitoring Real Estate and Environment Cleaning Taxes in Municipalities. Proceedings of 11

12 the International Symposium on Geographical Information Systems (CD-ROM), September, İstanbul (2002). 12. M. Çetin, T. Kavzoglu and N. Musaoğlu, Classification of Multi-Spectral, Multi- Temporal and Multi-Sensor Images Using Principle Component Analysis and Artificial Neural Networks: Beykoz Case, July, ISPRS 2004, İstanbul (2004). 13. T. Kavzoglu and M. B. Dinibutun, Detecting Hydrocarbon Leakages Using Remotely Sensed Images, Proceedings of the International Symposium and Exhibition on Geoinformation 2006 (ISG 06), September, Kuala Lumpur, Malaysia (2006). 14. T. Kavzoglu, The Use of Artificial Neural Networks for Remote Sensing, International Workshop on Neural Network 2008 The Neural Paradigm: Past, Present and Future, May, Vietri sul Mare, Italy (2008) [Invited Lecture]. 15. T. Kavzoglu and F. Karsli, Calibration of a digital single lens reflex (SLR) camera using artificial neural networks, ISPRS 2008, 3-11 July, Beijing, China, (2008). 16. T. Kavzoglu, and I. Colkesen, "The Effects of Training Set Size for the Performance of Support Vector Machines and Decision Trees", 10th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences from 10th to 13th July 2012, Florianópolis, SC, Brazil. pp (2012). 17. M. Yildiz, E.K. Sahin, I. Colkesen and T. Kavzoglu, "An Assessment of the Effectiveness of Segmentation Methods on Classification Performance", 10th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences from 10th to 13th July 2012, Florianópolis, SC, Brazil. pp (2012). 18. T. Kavzoglu, and M. Yıldız, "Parameter-Based Performance Analysis of Object- Based Image Analysis Using Aerial and Quikbird-2 Images", ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume II-7, 2014, pp.31-37, doi: /isprsannals-ii , (2014). 19. S. Kaya, T. Kavzoglu and H. Tonbul, Detection of Burn Area and Severity with MODIS Satellite Images and Spatial Autocorrelation Techniques, AGU Fall Meeting, December 2014, San Francisco, CA. (2014). 20. I. Sayim, T. Kavzoglu, and E.K. Sahin, GBAS Availability Analysis for Trabzon Airport Using True Terrain Masking Data, Proceedings of the 7th International Conference on Recent Advances in Space Technologies (RAST 2015): Emerging Private Space. Istanbul, (2015). 21. E.K. Sahin, C. Ipbuker, and T. Kavzoglu, A Comparison of Feature and Expertbased Weighting Algorithms in Landslide Susceptibility Mapping, World Multidisciplinary Earth Sciences Symposium 2015 (WMESS 2015), Prague, Czech Republic, 7-11 September, pp.171 (2015). 22. T. Kavzoglu, M. Yildiz Erdemir and H. Tonbul, A Region-Based Multi-Scale Approach For Object-Based Image Analysis, XXIII Congress of International Society of 12

13 Photogrammetry and Remote Sensing (ISPRS 2016), Prague, Czech Republic, July (2016). 23. H. Tonbul, T. Kavzoglu, S. Kaya, Assessment of Fire Severity and Post-Fire Regeneration Based on Topographical Features Using Multitemporal Landsat Imagery: A Case Study In Mersin, Turkey, XXIII Congress of International Society of Photogrammetry and Remote Sensing (ISPRS 2016), Prague, Czech Republic, July (2016). 24. T. Kavzoglu, M. Yildiz Erdemir and H. Tonbul, Evaluating Performances of Spectral Indices for Burned Area Mapping Using Object-Based Image Analysis, International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, 5-8 July, Montpellier, France (2016). 25. T. Kavzoglu, and M. Yildiz Erdemir, A Hierarchical Scale Setting Strategy for Improved Segmentation Performance Using Very High Resolution Images, International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, 5-8 July, Montpellier, France (2016). 26. I. Colkesen, and T. Kavzoglu, Performance Evaluation of Rotation Forest For SVM-Based Recursive Feature Elimination Using Hyperspectral Imagery. 8 th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, August, Los Angeles, USA (2016). 27. H. Tonbul and T. Kavzoglu, Performance Evaluation of Shape/Compactness Segmentation Parameters in Image Classification Using Quickbird-2 Imagery. AGU Fall Meeting, December 2016, San Francisco, CA. (2016). 28. T. Kavzoglu and H. Tonbul, A Comparative Study of Segmentation Quality for Multi-resolution Segmentation and Watershed Transform, Recent Advances in Space Technologies, Space Economy: Development & Sustainability, Haziran, Istanbul pp (2017). 29. T. Kavzoglu and H. Tonbul, An Experimental Comparison of Multi-Resolution Segmentation and K-Means Clustering For Object-Based Classification of VHR Imagery, RSPSoc 2017 Annual Conference: Earth & Planets: Making the Most of Our Observations. 5-8 September, London, UK. (2017) 30. H. Tonbul and T. Kavzoglu, The Effect of Shape and Compactness Parameters on Segmentation Quality: A Case Study, International Symposium on GIS Applications in Geography & Geosciences, October, Çanakkale (2017). 31. T. Kavzoglu and H. Tonbul, Selecting Optimal Parameters of SLIC Superpixels by Using Discrepancy Measures, 38th Asian Conference on Remote Sensing (ACRS 2017), October 23-27, New Delhi, India (2017). 32. I. Colkesen, E.K. Sahin and T. Kavzoglu, Performance Analysis of IWSS Hybrid Filter-Wrapper Feature Selection Method in Object-Based Crop-Type Classification, AGU Fall Meeting, Aralık 2017, New Orleans, USA (2017). 13

14 33. E.K. Sahin, I. Colkesen and T. Kavzoglu, Multi-Collinearity Based Model Selection for Landslide Susceptibility Mapping: A Case Study from Ulus District of Karabuk, Turkey, AGU Fall Meeting, Aralık 2017, New Orleans, USA (2017). 34. H. Tonbul and T. Kavzoglu, Object-based Forest Fire Analysis for Pedrógão Grande Fire Using Landsat 8 OLI and Sentinel-2A Imagery, AGU Fall Meeting, Aralık 2017, New Orleans, USA (2017). C. International books or book chapters : 1. Kavzoglu, T., Jaafar, J. and Mather, P.M. (2001) Extraction of Field Boundary Information: Using Satellite Images Classified by Artificial Neural Networks. Innovations in GIS 8: Spatial Information and the Environment, ed. P.J. Halls, (London: Taylor & Francis), Chapter 4, Kavzoglu, T. (2017) Object-Oriented Random Forest for High Resolution Land Cover Mapping Using Quickbird-2 Imagery, In Handbook of Neural Computation (ed. P. Samui, S.S. Roy, and V.E. Balas), Chapter 33, Elsevier, Academic Press Kavzoglu, T., Colkesen, I. and Kutlug Sahin, E. Machine Learning Techniques in Landslide Susceptibility Mapping: A Survey and A Case Study, In T.N. Singh, V. Vishal and S.P. Pradhan (Eds), Landslides: Theory, Practice and Modelling, NTHR series, Springer (In Press) D. Articles in national scientific journals : 1. T. Kavzoğlu and İ. Çölkesen, 2010, Karar Ağaçları İle Uydu Görüntülerinin Sınıflandırılması: Kocaeli Örneği, Electronic Journal of Map Technologies, 2(1), T. Kavzoğlu and İ. Çölkesen, 2010, Destek Vektör Makineleri İle Uydu Görüntülerinin Sınıflandırılmasında Kernel Fonksiyonlarının Etkilerinin İncelenmesi, Harita Dergisi, 76(144), T. Kavzoglu, E.K. Şahin, and İ. Çölkesen, "Heyelan Duyarlılığının İncelenmesinde Regresyon Ağaçlarının Kullanımı: Trabzon Örneği", Harita Dergisi, 147(3), 21-33, İ. Çölkesen, T. Yomralıoğlu, and T. Kavzoğlu, 2015, Obje Tabanlı Sınıflandırmada Bölgeleme Esasına Dayalı Ölçek Parametresi Tespiti: WorldView-2 Uydu Görüntüsü Örneği Harita Dergisi, 81(154), Other Articles in National Journals: 14

15 1. Kavzoğlu, T., 2016, Yeryüzünün Uzaydan Gözlenmesi: Görüntüden Bilgiye Dönüşüm. TÜBA-GÜNCE Dergisi, Türkiye Bilimler Akademisi, Ekim 2016, E. Articles presented in national conferences or symposiums : 1. M. Çetin, İ. Baz, T. Kavzoğlu ve A. Geymen, Çok Zamanlı Uydu Görüntüleri İle Açık Maden Ocaklarındaki Yeryüzü Değişiminin İncelenmesi. 9. Turkish Techncal and Scientific Congress of Surveyors, 31 March-4 April 2003, Ankara, (2003). 2. İ.R. Karaş, İ. Baz and T. Kavzoğlu, Konumsal Veri Değişimi ve Çevirici Geliştirme. 9. Turkish Techncal and Scientific Congress of Surveyors, 31 March-4 April 2003, Ankara, (2003). 3. İ. Baz, T. Kavzoğlu, S. Aksoy and C. Şahin, BKBS nin Analizi ve TAKBİS Projesini Bekleyen Muhtemel Sorunlar İle Çözüm Önerileri. 9. Turkish Techncal and Scientific Congress of Surveyors, 31 March-4 April 2003, Ankara, (2003). 4. T. Kavzoğlu and M. Çetin, Gebze Bölgesindeki Sanayileşmenin Zamansal Gelişiminin Ve Çevresel Etkilerinin Uydu Görüntüleri İle İncelenmesi, 10. Turkish Techncal and Scientific Congress of Surveyors, 28 March-1 April 2005, Ankara, CD-ROM (2005). 5. T. Kavzoğlu and E. Yılmaz, Atatürk Havalimanı Bilgi Sistemi, 10. Turkish Techncal and Scientific Congress of Surveyors, 28 March-1 April 2005, Ankara, CD-ROM (2005). 6. Y.E. Şen, T. Kavzoğlu and M. Çetin, Yol Üst Yapısındaki Değişimlerin Uydu Görüntüleriyle Yarı-Otomatik Tespiti, 1st Workshop of Remote Sensing and Geographical Information Systems (UZAL-CBS 06), November 2006, Istanbul, CD-ROM (2006). 7. T. Kavzoğlu and A. Arslan, Hazine Arazileri Yönetim Bilgi Sistemi Tasarımı: Çankaya Örneği, Geographical Information Systems Congress, 30 October 02 November 2007, Trabzon, CD-ROM (2007). 8. İ. Çölkesen and T. Kavzoğlu, Destek Vektör Makineleri Kullanarak Arazi Örtüsünün Sınıflandırılması: Gebze Örneği, 2 nd Symposium of Remote Sensing and Geographical Information Systems (UZAL-CBS 08), October, Kayseri, (2008). 9. İ. Çölkesen and T. Kavzoğlu, İyileştirilmiş Karar Ağaçları İle Uydu Görüntülerinin Sınıflandırılması, 12. Turkish Techncal and Scientific Congress of Surveyors, May 2009, Ankara, CD-ROM (2009). 10. Y. Candemir and T. Kavzoğlu, İstanbul GOAD Haritalarının Bilgi Sistemine Aktarılması ve Değişim Analizi, 12. Turkish Techncal and Scientific Congress of Surveyors, May 2009, Ankara, CD-ROM (2009). 11. T. Kavzoğlu, 2010, Uzaktan Algılamada Görüntü İşleme Teknolojisi, TürksatGlobe Coğrafi Bilgi Teknolojileri Çalıştayı Akademik Perspektif, 8 Ekim 2010, İstanbul. Invited Speech 15

16 12. İ. Çölkesen and T. Kavzoğlu, Farklı Boyutta Eğitim Örnekleri İçin Destek Vektör Makinelerinin Sınıflandırma Performansının Analizi", 3. Symposium of Remote Sensing and Geographical Information Systems, (UZALCBS'2010), October 2010, Gebze (2010). 13. T. Kavzoğlu and İ. Çölkesen, Yapay Bağışıklık Tabanlı sınıflandırma Yöntemiyle Uzaktan Algılanmış Görüntülerin Sınıflandırılması", 3 rd Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2010), October 2010, Gebze (2010). 14. T. Kavzoğlu, E.K. Şahin and İ. Çölkesen, CBS Tabanlı Çok Kriterli Karar Analizi Yöntemiyle Heyelan Duyarlılık Haritasının Üretilmesi: Trabzon İli Örneği", 3 rd Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2010), October 2010, Gebze (2010). 15. Y.Z. Demirci and T. Kavzoğlu, Kocaeli Turizm Bilgi Sisteminin Tasarlanması, 3 rd Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2010), October 2010, Gebze (2010). 16. N. Mermer, T. Kavzoğlu, İstanbul Turistik Bilgi Sisteminin Tasarlanması, 3 rd Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2010), October 2010, Gebze (2010). 17. B. Ekinci, T. Kavzoğlu, Beykoz İlçesi Kent Bilgi Sistemi, 3rd Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2010), October 2010, Gebze (2010). 18. H.S. Çevik, T. Kavzoğlu, Zonguldak İlinin Çevre Kalitesi Analizine Yönelik Bilgi Sistemi Tasarımı, 3 rd Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2010), October 2010, Gebze (2010). 19. Şahin, E.K., Kavzoglu,T., "CBS Tabanlı Çok Kriterli Karar Analizi ile Heyelanlardan Etkilenecek Yol Güzergahlarının Tespiti", VI. Turkish National Symposium of Photogrammetry and Remote Sensing (TUFUAB VI), February 2011, Antalya. 20. Kavzoğlu, T. and Çölkesen, İ., Örnek Tabanlı K-Star Algoritması İle Uzaktan Algılanmış Görüntülerin Sınıflandırılması", VI. Turkish National Symposium of Photogrammetry and Remote Sensing (TUFUAB VI), February 2011, Antalya. 21. Kavzoğlu, T. and Çölkesen, İ., Uzaktan Algılama Teknolojileri ve Uygulama Alanları, Workshop of Sustainable Land Management in Turkey, May 2011, Okan University, Istanbul. 22. Kavzoğlu, T., Çölkesen, İ. and Şahin, E.K., Heyelan Duyarlılık Haritasının Üretilmesinde Kullanılan Faktörlerin Etkilerinin Araştırılması: Düzköy Örneği", 4. Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2012), October 2012, Zonguldak. 16

17 23. Kavzoğlu, T., Şahin, E.K., Bulut Bilişim Teknolojisi ve Bulut CBS Uygulamaları", 4. Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2012), October 2012, Zonguldak. 24. Kavzoğlu, T., Yıldız, M., Nesne Tabanlı Sınıflandırma Tekniği İle Arazi Örtüsünün Belirlenmesi: QuickBird ve Landsat Örneği, 4. Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2012), October 2012, Zonguldak. 25. Kavzoglu,T., Çölkesen, İ. and Şahin, E.K., Multıspektral Uydu Görüntüleri için En Uygun Bant Seçiminin Sınıflandırma Doğruluğuna Etkilerinin İncelenmesi", VII. Turkish National Symposium of Photogrammetry and Remote Sensing (TUFUAB VII), May 2013, Trabzon. 26. Kavzoğlu, T. and Çölkesen, İ., Arazi Örtüsü Haritalarının Üretilmesinde Yeryüzü Özelliklerinin Sınıflandırma Doğruluğuna Etkilerinin İncelenmesi: Trabzon Örneği", VII. Turkish National Symposium of Photogrammetry and Remote Sensing (TUFUAB VII), May 2013, Trabzon. 27. Kavzoğlu, T. Advances in Pattern Recognition Nature to Science, Invited Speech, VII. Turkish National Symposium of Photogrammetry and Remote Sensing (TUFUAB VII), May 2013, Trabzon. 28. İ. Çölkesen, T. Yomralıoğlu and T. Kavzoğlu, Rotasyon Orman Algoritması İle Yüksek Çözünürlüklü Multispektral Uydu Görüntülerinin Sınıflandırılması, 5. Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2014), October 2014, İstanbul. 29. T. Kavzoğlu, E.K. Şahin and İ. Çölkesen, Heyelan Duyarlılık Analizinde Ki-Kare Testine Dayalı Faktör Seçimi, 5. Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2014), October 2014, İstanbul. 30. T. Kavzoğlu, Ş. Kaya and H. Tonbul, Mekânsal Otokorelasyon Teknikleri Kullanılarak MODIS Uydu Görüntüleri Üzerinden Yanmış Alan ve Yanma Şiddetinin Belirlenmesi, 5. Symposium of Remote Sensing and Geographical Information Systems (UZALCBS'2014), October 2014, İstanbul. 31. Kavzoğlu, T.,and Merve Y. Segmentasyonda Optimum Ölçek Parametresi Tespitinde Konumsal Otokorelasyon ve Varyansın Etkisinin Analizi", Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği VIII. Sempozyumu (TUFUAB2015), Mayıs 2015, Konya, Çölkesen, İ.,Kavzoğlu, T.,and Yomralıoğlu, T., Uzaktan Algılanmış Görüntülerde Optimum Bantların Seçiminde Destek Vektör Makinelerinin Kullanımı", Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği VIII. Sempozyumu (TUFUAB2015), Mayıs 2015, Konya Kavzoğlu, T., Çölkesen, İ., and Şahin, E.K., Makine Öğrenme Algoritmalarının Obje Tabanlı Görüntü Sınıflandırmasındaki Etkinliğinin Araştırılması", Türkiye Ulusal 17

18 Fotogrametri ve Uzaktan Algılama Birliği VIII. Sempozyumu (TUFUAB2015), Mayıs 2015, Konya Kavzoğlu, T., Tonbul, H., Yıldız Erdemir, M., Çölkesen, İ., 2016, Hiperspektral Görüntülerin Nesne-Tabanlı Sınıflandırılmasında Boyutsallık Problemi ve Parametre Seçimi, 6. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZALCBS 2016), 5-7 Ekim, Adana. 35. Çölkesen, İ., Kavzoğlu, T., 2016, Nesne-Tabanlı Sınıflandırmada Filtreleme Tabanlı Özellik Seçimi Algoritmalarının Kullanımı ve Sınıflandırma Doğruluğuna Etkilerinin İncelenmesi, 6. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZALCBS 2016), 5-7 Ekim, Adana. 36. Atak, H., Yaşar, M.İ., Kavzoğlu, T., 2017, Açık Kaynak Kodlu (GPL-3.0 Lisanslı) ve Ticari Lisanslı İnsansız Hava Araçları Fotogrametri Yazılımlarının Ortofoto Üretimi Konusunda Kıyaslanması, İnsansız Hava Araçlarının Harita/Geomatik Mühendisliği Uygulamalarında Kullanımı Çalıştayı, Invited Speech, 24 Nisan 2017, Samsun. 37. Çölkesen, İ., Kavzoğlu, T., 2017, Kanonik Korelasyon Orman Algoritması ile Uzaktan Algılanmış Görüntülerin Sınıflandırılması, Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği IX. Sempozyumu (TUFUAB 2017), Nisan, Afyon. 38. Tonbul, H., Kavzoğlu, T., 2017, Nesne-Tabanlı Sınıflandırmada Segmentasyon Kalitesinin Sınıflandırma Doğruluğu Üzerine Etkisi, Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği IX. Sempozyumu (TUFUAB 2017), Nisan, Afyon. 39. Atak, H., Kavzoğlu, T., 2017, Açık Kaynak Kodlu (GPL-3.0 Lisanslı) ve Ticari Lisanslı İnsansız Hava Araçları Fotogrametri Yazılımlarının Ortofoto Üretimi Konusunda Kıyaslanması, GTÜ Lisansüstü Araştırmalar Sempozyumu, Mayıs, Gebze, Kocaeli. 40. Akyüz Dernek, N., Kavzoğlu, T., 2017, Uzaktan Algılama Teknikleriyle Arktik Bölgesi Ve Antarktika Kıtasındaki Deniz Buzunun Belirlenmesi, GTÜ Lisansüstü Araştırmalar Sempozyumu, Mayıs, Gebze, Kocaeli. 18