PRINCIPAL COMPONENT ANALYSIS APPROACH IN HYPERSPECTRAL IMAGE CLASSIFICATION WITH MACHINE LEARNING METHODS
International Symposium on Applied Geoinformatics 2021, Riga/LİTVANYA, 2 Aralık 2021
ATİK ŞAZİYE ÖZGE, ATİK MUHAMMED ENES
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Investigation on Agent Based Models for Image Classification of Land Use and Land Cover Maps
The 39th Asian Conference on Remote Sensing (ACRS 2018), Kuala Lumpur/MALEZYA, 15 Ekim 2018, s. 2005-2008
ATİK ŞAZİYE ÖZGE, İPBÜKER CENGİZHAN
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Multi-Label Classification Application for Environmental Monitoring Applications with Deep Learning Approaches
20th International Symposium on Environmental Pollution and its Impact on Life in the Mediterranean Region, Atina/YUNANİSTAN, 26 Ekim 2020
ATİK ŞAZİYE ÖZGE,İPBÜKER CENGİZHAN
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A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, Vol. 58, No. 5, Aralık 2020, s. 1047-1068, ISSN: 0140-0118
İLHAN HAMZA OSMAN, SIĞIRCI İBRAHİM ONUR, SERBES GÖRKEM, AYDIN NİZAMETTİN
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Evaluating the potential of multi-temporal Sentinel-1 and Sentinel-2 data for regional mapping of olive trees
INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 44, No. 23, Kasım 2023, s. 27, ISSN: 0143-1161
AKÇAY HAYDAR MUHAMMED, KAYA ŞİNASİ, SERTEL ELİF, AKSOY SAMET, JADU DASH
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Deep Learning Models for Physiological Data Classification of Children During Computerized Auditory Tests: Deep Learning-Based Emotion Recognition in Child-Computer Interaction
2022, IGI Global
EROL BARKANA DUYGUN, KAŞIKÇI ITIR, KÖSE HATİCE, GÜMÜŞLÜ ELİF, YILAR SELMA
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Comparison between random forest and support vector machine algorithms for LULC classification
International Journal of Engineering and Geoscience, Vol. 8, No. 1, Şubat 2023, s. 1-10, ISSN: 2548-0960
AVCI CENGİZ, BUDAK MUHAMMED, YAĞMUR AYDIN NUR, BEKTAŞ BALÇIK FİLİZ
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Towards Automatic Grammatical Error Type Classification for Turkish
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, Croatia/HIRVATİSTAN, 2 Mayıs 2023, s. 134-142
UZ HARUN, ERYİĞİT GÜLŞEN
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Microwave Breast Lesion Classification – Results from Clinical Investigation of the SAFE Microwave Breast Cancer System
Elsevier BV, Vol. 30, Eylül 2023, s. 1-8, ISSN: 1076-6332
JANJİC ALEKSANDAR, AKDUMAN İBRAHİM, ÇAYÖREN MEHMET, BUĞDAYCI ONUR, ARIBAL MUSTAFA ERKİN
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Combined segmentation and classification-based approach to automated analysis of biomedical signals obtained from calcium imaging
Public Library of Science (PLoS), Vol. 18, Ocak 2023, ISSN: 1932-6203
DURSUN DEMİR GİZEM, DUNJA BİJELİC, AYŞİT NEŞE, KURT VATANDAŞLAR BURCU, RADENOVİC LİDİJA, ÇAPAR ABDULKERİM, KERMAN BİLAL ERSEN, PAVLE R ANDJUS, KORENİC ANDREJ, ÖZKAYA UFUK
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Evaluating the potential of multi-temporal Sentinel-1 and Sentinel-2 data for regional mapping of olive trees
INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 44, No. 23, Kasım 2023, s. 7338-7364, ISSN: 0143-1161
AKÇAY HAYDAR, AKSOY SAMET, KAYA ŞİNASİ, SERTEL ELİF, DASH JADUNANDAN
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DIMENSION REDUCTION WITH PRINCIPAL COMPONENT ANALYSIS IN HYPERSPECTRAL IMAGE CLASSIFICATION USING MACHINE LEARNING
The 43rd Asian Conference on Remote Sensing 2022, Ulaanbaatar/MOĞOLİSTAN, 3 Ekim 2022
ATİK ŞAZİYE ÖZGE
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Short Time Fourier Transform based music genre classification
2018 Electric Electronics, Computer Science, Biomedical Engineerings’xx Meeting (EBBT), Istanbul/TÜRKİYE, 18 Nisan 2018
ELBİR AHMET,İLHAN HAMZA OSMAN,SERBES GÖRKEM,AYDIN NİZAMETTİN
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Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification
2018 41st International Conference on Telecommunications and Signal Processing (TSP), Athens, Greece/YUNANİSTAN, 4 Temmuz 2018
İLHAN HAMZA OSMAN,SERBES GÖRKEM,AYDIN NİZAMETTİN
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The Effect of Nonlinear Wavelet Transform Based De-noising in Sperm Abnormality Classification
2018 3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo/BOSNA HERSEK, 20 Eylül 2018
İLHAN HAMZA OSMAN,SIĞIRCI İBRAHİM ONUR,SERBES GÖRKEM,AYDIN NİZAMETTİN
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Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features
Institute of Electrical and Electronics Engineers (IEEE), Vol. 27, No. 4, Nisan 2023, s. 1747-1757, ISSN: 2168-2194
ÇALIK NURULLAH, ALBAYRAK ABDÜLKADİR, AKHAN ASLI, TÜRKMEN İLKNUR, ÇAPAR ABDULKERİM, TÖREYİN BEHÇET UĞUR, BİLGİN GÖKHAN, MÜEZZİNOĞLU BAHAR, DURAK ATA LÜTFİYE
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Ransomware Detection and Classification using Ensemble Learning: A Random Forest Tree Approach
2023 10th International Conference on Wireless Networks and Mobile Communications (WINCOM), 26 Ekim 2023
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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Evaluating the potential of multi-temporal Sentinel-1 and Sentinel-2 data for regional mapping of olive trees
INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 44, No. 23, Kasım 2023, s. 27, ISSN: 0143-1161
AKÇAY HAYDAR MUHAMMED, KAYA ŞİNASİ, SERTEL ELİF, AKSOY SAMET, JADU DASH
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A statistical framework for audio watermark detection and decoding
Int. Conference on Multimedia Content Representation, Classification and Security, İstanbul/TÜRKİYE, Vol. 4105, 11 Eylül 2006, s. 241-248, ISSN: 0302-9743
GÜNSEL BİLGE, ÜLKER YENER, KIRBIZ ŞİMŞEK SERAP
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WITH DEEP LEARNING NETWORKS CLASSIFICATION OF THREEDIMENSIONAL OBJECTS
4. INTERNATIONAL CAPPADOCIA SCIENTIFIC RESEARCH CONGRESS, Nevşehir/TÜRKİYE, 16 Nisan 2023
İNANÇ ENES, ÖLMEZ TAMER
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