KATE-CD: high-resolution change detection dataset from the 2023 Earthquake in Kahramanmaraş, Türkiye
Journal of Applied Remote Sensing, Vol. 19, Kasım 2025, ISSN: 1931-3195
MUSAOĞLU NEBİYE,TAŞKIN KAYA GÜLŞEN,AMİRGAN BURCU,ÖZAYDIN ESRA,NAYIR HASAN,KAYA HÜSEYİN
@article{article,
author = {MUSAOĞLU NEBİYE,TAŞKIN KAYA GÜLŞEN,Amirgan Burcu,Özaydın Esra,Nayır Hasan,Kaya Hüseyin},
title = {KATE-CD: high-resolution change detection dataset from the 2023 Earthquake in Kahramanmaraş, Türkiye},
journal = {Journal of Applied Remote Sensing},
year = 2025,
month = 11,
volume = 19
}
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Topic
Yayın ile ilgili açıklama girilmemiştir.
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A RAPID DAMAGE ASSESSMENT USING REMOTE SENSING: TURKIYE 2023 POST-EARTHQUAKE DATASET: KATE-PD
2025 IEEE International Geoscience and Remote Sensing Symposium, 3 Ağustos 2025
MUSAOĞLU NEBİYE,TAŞKIN KAYA GÜLŞEN,AMİRGAN BURCU,ÖZAYDIN ESRA,NAYIR HASAN,KAYA HÜSEYİN
@inproceedings{inproceedings,
author = {MUSAOĞLU NEBİYE,TAŞKIN KAYA GÜLŞEN,Amirgan Burcu,Özaydın Esra,Nayır Hasan,Kaya Hüseyin},
title = {A RAPID DAMAGE ASSESSMENT USING REMOTE SENSING: TURKIYE 2023 POST-EARTHQUAKE DATASET: KATE-PD},
year = 2025,
month = 8
}
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A structural damage ranking using ConvNeXt for post-earthquake image classification
Arabian Journal for Science and Engineering, Mayıs 2025, ISSN: 2193-567X
TURAN ÖMER TUĞRUL,KAYA HÜSEYİN,TAŞKIN KAYA GÜLŞEN,ÇINAR TOLGA,İLKİ ALPER
@article{article,
author = {TURAN ÖMER TUĞRUL,Kaya Hüseyin,TAŞKIN KAYA GÜLŞEN,ÇINAR TOLGA,İLKİ ALPER},
title = {A structural damage ranking using ConvNeXt for post-earthquake image classification},
journal = {Arabian Journal for Science and Engineering},
year = 2025,
month = 5
}
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Prediction of pore water pressure generation of liquefiable clean sands under cyclic shear loading through deep learning
Geomechanics and Geoengineering, Vol. 20, Nisan 2025, ISSN: 1748-6025
BİRİNCİ ÖMER TUGSAD,ÜLKER MEHMET BARIŞ CAN,TAŞKIN KAYA GÜLŞEN
@article{article,
author = {Birinci Ömer Tugsad,ÜLKER MEHMET BARIŞ CAN,TAŞKIN KAYA GÜLŞEN},
title = {Prediction of pore water pressure generation of liquefiable clean sands under cyclic shear loading through deep learning},
journal = {Geomechanics and Geoengineering},
year = 2025,
month = 4,
volume = 20
}
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Re-evaluation of machine learning models for predicting ultimate bearing capacity of piles through SHAP and Joint Shapley methods
Neural Computing and Applications, Vol. 36, Ocak 2025, ISSN: 0941-0643
KARAKAŞ SEYİDCEM, TAŞKIN KAYA GÜLŞEN, ÜLKER MEHMET BARIŞ CAN
@article{article,
author = {Karakaş Seyidcem, TAŞKIN KAYA GÜLŞEN, ÜLKER MEHMET BARIŞ CAN},
title = {Re-evaluation of machine learning models for predicting ultimate bearing capacity of piles through SHAP and Joint Shapley methods},
journal = {Neural Computing and Applications},
year = 2025,
month = 1,
volume = 36
}
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No more black-boxes: estimate deformation capacity of non-ductile RC shear walls based on generalized additive models
Bulletin of Earthquake Engineering, Temmuz 2024, ISSN: 1570-761X
DEĞER ZEYNEP,TAŞKIN KAYA GÜLŞEN,WALLACE JOHN W.
@article{article,
author = {DEĞER ZEYNEP,TAŞKIN KAYA GÜLŞEN,Wallace John W.},
title = {No more black-boxes: estimate deformation capacity of non-ductile RC shear walls based on generalized additive models},
journal = {Bulletin of Earthquake Engineering},
year = 2024,
month = 7
}
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AN INTERPRETABLE MODEL TO PREDICT THE SEISMIC FAILURE MODE OF RC SHEAR WALLS
18th World Conference on Earthquake Engineering, 30 Haziran 2024
DEĞER ZEYNEP,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {DEĞER ZEYNEP,TAŞKIN KAYA GÜLŞEN},
title = {AN INTERPRETABLE MODEL TO PREDICT THE SEISMIC FAILURE MODE OF RC SHEAR WALLS},
year = 2024,
month = 6
}
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Machine Learning-Based Framework for Failure Forecast and Shear Strength Estimation of Non-Conforming RC Shear Walls
Journal of Earthquake Engineering, Vol. 28, Nisan 2024, ISSN: 1363-2469
TAN MEHMET,TAŞKIN KAYA GÜLŞEN,DEĞER ZEYNEP
@article{article,
author = {TAN MEHMET,TAŞKIN KAYA GÜLŞEN,DEĞER ZEYNEP},
title = {Machine Learning-Based Framework for Failure Forecast and Shear Strength Estimation of Non-Conforming RC Shear Walls},
journal = {Journal of Earthquake Engineering},
year = 2024,
month = 4,
volume = 28
}
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Forecasting surface movements based on PSI time series using machine learning algorithms
International Journal of Remote Sensing, Vol. 45, Mart 2024, ISSN: 0143-1161
YAĞMUR AYDIN NUR,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERTEN ESRA
@article{article,
author = {YAĞMUR AYDIN NUR,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERTEN ESRA},
title = {Forecasting surface movements based on PSI time series using machine learning algorithms},
journal = {International Journal of Remote Sensing},
year = 2024,
month = 3,
volume = 45
}
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Derin öğrenme uygulamalarında kullanılan uzaktan algılama verilerinden oluşturulmuş açık kaynaklı bina veri setleri: Karşılaştırmalı değerlendirme
Geomatik, Vol. 9, Ocak 2024, ISSN: 2564-6761
ÖZAYDIN ESRA,AMİRGAN BURCU,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE
@article{article,
author = {Özaydın Esra,Amirgan Burcu,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE},
title = {Derin öğrenme uygulamalarında kullanılan uzaktan algılama verilerinden oluşturulmuş açık kaynaklı bina veri setleri: Karşılaştırmalı değerlendirme},
journal = {Geomatik},
year = 2024,
month = 1,
volume = 9
}
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Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, Ocak 2024, ISSN: 1939-1404
LİU YUHENG,WANG YE,ZHANG YİFAN,MEİ SHAOHUİ,ZOU JİAQİ,Lİ ZHUOHONG,LU FANGXİAO,HE WEİ,ZHANG HONGYAN,ZHAO HUİLİN,CHEN CHUAN,XİA CONG,Lİ HAO,VİVONE GEMİNE,HÄNSCH RONNY,TAŞKIN KAYA GÜLŞEN,YAO JİNG,QİN A.K.,ZHANG BİNG,CHANUSSOT JOCELYN,HONG DANFENG
@article{article,
author = {Liu Yuheng,Wang Ye,Zhang Yifan,Mei Shaohui,Zou Jiaqi,Li Zhuohong,Lu Fangxiao,He Wei,Zhang Hongyan,Zhao Huilin,Chen Chuan,Xia Cong,Li Hao,Vivone Gemine,Hänsch Ronny,TAŞKIN KAYA GÜLŞEN,Yao Jing,Qin A.K.,Zhang Bing,Chanussot Jocelyn,Hong Danfeng},
title = {Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge},
journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
year = 2024,
month = 1,
volume = 17
}
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Explainable AI for Earth observation: current methods, open challenges, and opportunities Advances in Machine Learning and Image Analysis for GeoAI
2024, ScienceDirect
TAŞKIN KAYA GÜLŞEN,APTOULA ERCHAN,ERTÜRK ALP
@book{book,
author = {TAŞKIN KAYA GÜLŞEN,APTOULA ERCHAN,ERTÜRK ALP},
title = {Explainable AI for Earth observation: current methods, open challenges, and opportunities},
booktitle = {Advances in Machine Learning and Image Analysis for GeoAI},
year = 2024,
publisher = {ScienceDirect}
}
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TEMİZ KUMLARDA DİNAMİK YÜKLEME SONUCU AŞIRI BOŞLUK SUYU BASINCI ORANI DEĞİŞİMİNİN LSTM SİNİR AĞI İLE TAHMİN EDİLMESİ
9. Uluslararası Geoteknik Sempozyumu, 22 Kasım 2023
BİRİNCİ ÖMER TUĞŞAD, ÜLKER MEHMET BARIŞ CAN, TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {BİRİNCİ Ömer Tuğşad, ÜLKER MEHMET BARIŞ CAN, TAŞKIN KAYA GÜLŞEN},
title = {TEMİZ KUMLARDA DİNAMİK YÜKLEME SONUCU AŞIRI BOŞLUK SUYU BASINCI ORANI DEĞİŞİMİNİN LSTM SİNİR AĞI İLE TAHMİN EDİLMESİ},
year = 2023,
month = 11
}
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Machine learning-based prediction of seismic failure mode of reinforced concrete
structural walls
Joint Conference on 18WCSI and 7ICEES (7th International Conf on Earthquake Tebliğde Adı Geçen Araştırmacılar Engineering and Seismology), 6 Kasım 2023
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN},
title = {Machine learning-based prediction of seismic failure mode of reinforced concrete
structural walls},
year = 2023,
month = 11
}
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A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images
Workshop on Hyperspectral Image and Signal Processing: Evolutions in Remote Sensing (WHISPERS), 30 Ekim 2023
TAŞKIN KAYA GÜLŞEN, YETKİN EMRULLAH FATİH, CAMPS-VALLS GUSTAU
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN, YETKİN EMRULLAH FATİH, Camps-Valls Gustau},
title = {A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images},
year = 2023,
month = 10
}
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There Are No Data Like More Data: Datasets for deep learning in Earth observation
Institute of Electrical and Electronics Engineers (IEEE), Vol. 11, Eylül 2023, ISSN: 2473-2397
SCHMİTT MİCHAEL, AHMADİ SEYED ALİ, XU YONGHAO, TAŞKIN KAYA GÜLŞEN, VERMA UJJWAL, SİCA FRANCESCOPAOLO, HÄNSCH RONNY
@article{article,
author = {Schmitt Michael, Ahmadi Seyed Ali, Xu Yonghao, TAŞKIN KAYA GÜLŞEN, Verma Ujjwal, Sica Francescopaolo, Hänsch Ronny},
title = {There Are No Data Like More Data: Datasets for deep learning in Earth observation},
journal = {Institute of Electrical and Electronics Engineers (IEEE)},
year = 2023,
month = 9,
volume = 11
}
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INTERPRETING HYPERSPECTRAL REMOTE SENSING IMAGE CLASSIFICATION METHODS VIA EXPLAINABLE ARTIFICIAL INTELLIGENCE
The International Geoscience and Remote Sensing Symposium (IGARSS), 16 Temmuz 2023
TURAN DEREN EGE, APTOULA ERCHAN, ERTÜRK ALP, TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {Turan Deren Ege, APTOULA ERCHAN, ERTÜRK ALP, TAŞKIN KAYA GÜLŞEN},
title = {INTERPRETING HYPERSPECTRAL REMOTE SENSING IMAGE CLASSIFICATION METHODS VIA EXPLAINABLE ARTIFICIAL INTELLIGENCE},
year = 2023,
month = 7
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Betonarme perdelerde enerji sönümleme kapasitesinin meta-modelleme yöntemleriyle incelenmesi
Journal of the Faculty of Engineering and Architecture of Gazi University, Vol. 38, Nisan 2023, ISSN: 1300-1884
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN
@article{article,
author = {DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN},
title = {Betonarme perdelerde enerji sönümleme kapasitesinin meta-modelleme yöntemleriyle incelenmesi},
journal = {Journal of the Faculty of Engineering and Architecture of Gazi University},
year = 2023,
month = 4,
volume = 38
}
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Data-driven modeling of ultimate load capacity of closed- and open-ended piles using machine learning
Informa UK Limited, Vol. 17, Nisan 2023, ISSN: 1938-6362
ÜLKER MEHMET BARIŞ CAN, ALTINOK EMİRHAN, TAŞKIN KAYA GÜLŞEN
@article{article,
author = {ÜLKER MEHMET BARIŞ CAN, ALTINOK EMİRHAN, TAŞKIN KAYA GÜLŞEN},
title = {Data-driven modeling of ultimate load capacity of closed- and open-ended piles using machine learning},
journal = {Informa UK Limited},
year = 2023,
month = 4,
volume = 17
}
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A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images
Institute of Electrical and Electronics Engineers (IEEE), Vol. 61, Ocak 2023, ISSN: 0196-2892
TAŞKIN KAYA GÜLŞEN, YETKİN EMRULLAH FATİH, CAMPS-VALLS GUSTAU
@article{article,
author = {TAŞKIN KAYA GÜLŞEN, YETKİN EMRULLAH FATİH, Camps-Valls Gustau},
title = {A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images},
journal = {Institute of Electrical and Electronics Engineers (IEEE)},
year = 2023,
month = 1,
volume = 61
}
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Explainable Artificial Intelligence for Cotton Yield Prediction With Multisource Data
Institute of Electrical and Electronics Engineers (IEEE), Vol. 20, Ocak 2023, ISSN: 1545-598X
ÇELİK MEHMET FURKAN, IŞIK MUSTAFA SERKAN, TAŞKIN KAYA GÜLŞEN, ERTEN ESRA, CAMPS-VALLS GUSTAU
@article{article,
author = {ÇELİK MEHMET FURKAN, IŞIK MUSTAFA SERKAN, TAŞKIN KAYA GÜLŞEN, ERTEN ESRA, Camps-Valls Gustau},
title = {Explainable Artificial Intelligence for Cotton Yield Prediction With Multisource Data},
journal = {Institute of Electrical and Electronics Engineers (IEEE)},
year = 2023,
month = 1,
volume = 20
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Machine learning-based predictive models for equivalent damping ratio of RC shear walls
Springer Science and Business Media LLC, Vol. 21, Ocak 2023, ISSN: 1570-761X
YAGHOUBI SHARAREH, DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH
@article{article,
author = {YAGHOUBI SHARAREH, DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH},
title = {Machine learning-based predictive models for equivalent damping ratio of RC shear walls},
journal = {Springer Science and Business Media LLC},
year = 2023,
month = 1,
volume = 21
}
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Uydu Görüntülerinden Deprem Hasar Tespiti Deprem Risk Analizi ve Deprem Tehlikelerinin Azaltılması
2023, İTÜ Yayınevi
TAŞKIN KAYA GÜLŞEN
@book{book,
author = {TAŞKIN KAYA GÜLŞEN},
title = {Uydu Görüntülerinden Deprem Hasar Tespiti},
booktitle = {Deprem Risk Analizi ve Deprem Tehlikelerinin Azaltılması},
year = 2023,
publisher = {İTÜ Yayınevi}
}
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A Model Distillation Approach for Explaining Black-Box Models for
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IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 17 Temmuz 2022
TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN},
title = {A Model Distillation Approach for Explaining Black-Box Models for
Hyperspectral Image Classification},
year = 2022,
month = 7
}
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An explainable meta-modeling approach to investigate the energy behavior of reinforced concrete structural walls
12th National Conference on Earthquake Engineering, 27 Haziran 2022
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN},
title = {An explainable meta-modeling approach to investigate the energy behavior of reinforced concrete structural walls},
year = 2022,
month = 6
}
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Prediction of Load Capacities of Closed- and Open-Ended Piles using Boosting Machine Learning Methods
5th International Conference on New Developments in Soil Mechanics and Geotechnical Engineering, 24 Haziran 2022
KARAKAŞ SEYİDCEM, ÜLKER MEHMET BARIŞ CAN, TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {Karakaş Seyidcem, ÜLKER MEHMET BARIŞ CAN, TAŞKIN KAYA GÜLŞEN},
title = {Prediction of Load Capacities of Closed- and Open-Ended Piles using Boosting Machine Learning Methods},
year = 2022,
month = 6
}
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Manifold öğrenme yöntemlerinin ileri seviye regresyon yöntemleri ile genelleştirilmesi
Journal of the Faculty of Engineering and Architecture of Gazi University, Haziran 2022, ISSN: 1300-1884
TAŞKIN KAYA GÜLŞEN
@article{article,
author = {TAŞKIN KAYA GÜLŞEN},
title = {Manifold öğrenme yöntemlerinin ileri seviye regresyon yöntemleri ile genelleştirilmesi},
journal = {Journal of the Faculty of Engineering and Architecture of Gazi University},
year = 2022,
month = 6
}
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Topic
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An earthquake damage identification approach from VHR image using mathematical morphology and machine learning
Springer Science and Business Media LLC, Vol. 34, Haziran 2022, ISSN: 0941-0643
ALATAŞ ENES OĞUZHAN, TAŞKIN KAYA GÜLŞEN
@article{article,
author = {Alataş Enes Oğuzhan, TAŞKIN KAYA GÜLŞEN},
title = {An earthquake damage identification approach from VHR image using mathematical morphology and machine learning},
journal = {Springer Science and Business Media LLC},
year = 2022,
month = 6,
volume = 34
}
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Fully Unsupervised Binary Change Detection for Hyperspectral Images Using Laplacian Eigenmaps and Clustering
2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), 7 Mart 2022
TAŞKIN KAYA GÜLŞEN, ERTÜRK ALP
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN, ERTÜRK ALP},
title = {Fully Unsupervised Binary Change Detection for Hyperspectral Images Using Laplacian Eigenmaps and Clustering},
year = 2022,
month = 3
}
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Topic
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Glass-box model representation of seismic failure mode prediction for conventional reinforced concrete shear walls
Springer Science and Business Media LLC, Vol. 34, Mart 2022, ISSN: 0941-0643
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN
@article{article,
author = {DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN},
title = {Glass-box model representation of seismic failure mode prediction for conventional reinforced concrete shear walls},
journal = {Springer Science and Business Media LLC},
year = 2022,
month = 3,
volume = 34
}
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Topic
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A Feature Selection Method via Graph Embedding and Global Sensitivity Analysis
IEEE Geoscience and Remote Sensing Letters, Vol. 19, Ocak 2022, ISSN: 1545-598X
TAŞKIN KAYA GÜLŞEN
@article{article,
author = {TAŞKIN KAYA GÜLŞEN},
title = {A Feature Selection Method via Graph Embedding and Global Sensitivity Analysis},
journal = {IEEE Geoscience and Remote Sensing Letters},
year = 2022,
month = 1,
volume = 19
}
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Topic
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Machine learning-based estimation of energy dissipation capacity of RC shear walls
Elsevier BV, Vol. 45, Ocak 2022, ISSN: 2352-0124
TOPALOĞLU BERKAY, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP
@article{article,
author = {Topaloğlu Berkay, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP},
title = {Machine learning-based estimation of energy dissipation capacity of RC shear walls},
journal = {Elsevier BV},
year = 2022,
month = 1,
volume = 45
}
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Topic
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Graph Embedding via High Dimensional Model Representation for Hyperspectral Images
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60, Ocak 2022, ISSN: 0196-2892
TAŞKIN KAYA GÜLŞEN, CAMPS-VALLS GUSTAU
@article{article,
author = {TAŞKIN KAYA GÜLŞEN, Camps-Valls Gustau},
title = {Graph Embedding via High Dimensional Model Representation for Hyperspectral Images},
journal = {IEEE Transactions on Geoscience and Remote Sensing},
year = 2022,
month = 1,
volume = 60
}
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A novel GPR-based prediction model for cyclic backbone curves of reinforced concrete shear walls
Engineering Structures, Vol. 255, Ocak 2022, ISSN: 0141-0296
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN
@article{article,
author = {DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN},
title = {A novel GPR-based prediction model for cyclic backbone curves of reinforced concrete shear walls},
journal = {Engineering Structures},
year = 2022,
month = 1,
volume = 255
}
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PCA-CAM: A Principal Component Analysis-Based Shell Method for Class Activation Mapping
Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS), International Conference on, 2 Aralık 2021
TAŞKIN KAYA GÜLŞEN,YARDIMCI FURKAN
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,YARDIMCI FURKAN},
title = {PCA-CAM: A Principal Component Analysis-Based Shell Method for Class Activation Mapping},
year = 2021,
month = 12
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
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The Added Value of Cycle-GAN for Agriculture Studies
021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 7 Kasım 2021
ŞENER ECRE, ÇOLAK EMRE, ERTEN ESRA, TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {Şener Ecre, ÇOLAK EMRE, ERTEN ESRA, TAŞKIN KAYA GÜLŞEN},
title = {The Added Value of Cycle-GAN for Agriculture Studies},
year = 2021,
month = 11
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
INVESTIGATION OF INFLUENTIAL PARAMETERS ON ENERGY DISSIPATION CAPACITY OF RC SHEAR WALLS BASED ON MACHINE LEARNING METHODS
6. International Earthquake Engineering and Seismology Conference, 3 Ekim 2021
TOPALOĞLU BERKAY, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP
@inproceedings{inproceedings,
author = {Topaloğlu Berkay, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP},
title = {INVESTIGATION OF INFLUENTIAL PARAMETERS ON ENERGY DISSIPATION CAPACITY OF RC SHEAR WALLS BASED ON MACHINE LEARNING METHODS},
year = 2021,
month = 10
}
|
Topic
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|
Feature Selection Using Self Organizing Map Oriented Evolutionary Approach
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 11 Temmuz 2021
CEYLAN OĞUZHAN, TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {CEYLAN OĞUZHAN, TAŞKIN KAYA GÜLŞEN},
title = {Feature Selection Using Self Organizing Map Oriented Evolutionary Approach},
year = 2021,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Change Detection with Manifold Embedding for Hyperspectral Images
2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 24 Mart 2021
ERTÜRK ALP, TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {ERTÜRK ALP, TAŞKIN KAYA GÜLŞEN},
title = {Change Detection with Manifold Embedding for Hyperspectral Images},
year = 2021,
month = 3
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Change Detection and Image Time Series Analysis 2
2021, Wiley
TAŞKIN KAYA GÜLŞEN, ERTEN ESRA, ALATAŞ ENES OĞUZHAN
@book{book,
author = {TAŞKIN KAYA GÜLŞEN, ERTEN ESRA, Alataş Enes Oğuzhan},
title = {Change Detection and Image Time Series Analysis 2},
year = 2021,
publisher = {Wiley}
}
|
Topic
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|
MANIFOLD LEARNING WITH HIGH DIMENSIONAL MODEL REPRESENTATIONS
2020 IEEE International Geoscience and Remote Sensing Symposium, 26 Eylül 2020
TAŞKIN KAYA GÜLŞEN, CAMPS-VALLS GUSTAU
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN, Camps-Valls Gustau},
title = {MANIFOLD LEARNING WITH HIGH DIMENSIONAL MODEL REPRESENTATIONS},
year = 2020,
month = 9
}
|
Topic
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|
A Comparative Study of Surrogate Based Learning Methods in Solving Power Flow Problem
2020 IEEE Power & Energy Society General Meeting (PESGM), 2 Ağustos 2020
CEYLAN OĞUZHAN, PAUDYAL SUMİT, TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {CEYLAN OĞUZHAN, Paudyal Sumit, TAŞKIN KAYA GÜLŞEN},
title = {A Comparative Study of Surrogate Based Learning Methods in Solving Power Flow Problem},
year = 2020,
month = 8
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
An Out-of-Sample Extension to Manifold Learning via Meta-Modeling
IEEE TRANSACTIONS ON IMAGE PROCESSING, Vol. 28, No. 10, Ekim 2019, s. 5227-5237, ISSN: 1057-7149
TAŞKIN KAYA GÜLŞEN,CRAWFORD MELBA
@article{article,
author = {TAŞKIN KAYA GÜLŞEN,Crawford Melba},
title = {An Out-of-Sample Extension to Manifold Learning via Meta-Modeling},
journal = {IEEE TRANSACTIONS ON IMAGE PROCESSING},
year = 2019,
number = 10,
pages = {5227-5237},
month = 10,
volume = 28
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Attribute Profiles in Earthquake Damage Identification from Very High Resolution Post Event Image
IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 28 Temmuz 2019
ALATAS ENES OGUZHAN,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {Alatas Enes Oguzhan,TAŞKIN KAYA GÜLŞEN},
title = {Attribute Profiles in Earthquake Damage Identification from Very High Resolution Post Event Image},
year = 2019,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Graph Optimized Locality Preserving Projection Via Heuristic Optimization Algorithms
IEEE Geoscience and Remote Sensing Symposium, Yokohoma/JAPONYA, 28 Temmuz 2019
CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN},
title = {Graph Optimized Locality Preserving Projection Via Heuristic Optimization Algorithms},
year = 2019,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Multi-Output Regressions For Estimating Canola Biophysical Parameters From PolSAR Data
2019 8th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), 16 Temmuz 2019
SAHİN ZEHRA MELTEM,ERTEN ESRA,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {Sahin Zehra meltem,ERTEN ESRA,TAŞKIN KAYA GÜLŞEN},
title = {Multi-Output Regressions For Estimating Canola Biophysical Parameters From PolSAR Data},
year = 2019,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
DETECTION OF SHALLOW WATER AREA WITH MACHINE LEARNING ALGORITHMS
ISPRS Geospatial Week, 10 Haziran 2019
YAGMUR NUR,MUSAOĞLU NEBİYE,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {Yagmur Nur,MUSAOĞLU NEBİYE,TAŞKIN KAYA GÜLŞEN},
title = {DETECTION OF SHALLOW WATER AREA WITH MACHINE LEARNING ALGORITHMS},
year = 2019,
month = 6
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
COMPARISON OF OBJECT BASED MACHINE LEARNING CLASSIFICATIONS OF PLANETSCOPE AND WORLDVIEW-3 SATELLITE IMAGES FOR LANDUSE / COVER
ISPRS Geospatial Week, 10 Haziran 2019
TUZCU AYLİN,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE
@inproceedings{inproceedings,
author = {TUZCU AYLİN,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE},
title = {COMPARISON OF OBJECT BASED MACHINE LEARNING CLASSIFICATIONS OF PLANETSCOPE AND WORLDVIEW-3 SATELLITE IMAGES FOR LANDUSE / COVER},
year = 2019,
month = 6
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Selection of PolSAR Observables for Crop Biophysical Variable Estimation With Global Sensitivity Analysis
IEEE Geoscience and Remote Sensing Letters, Vol. 16, No. 5, Mayıs 2019, s. 766-770, ISSN: 1545-598X
ERTEN ESRA,TAŞKIN KAYA GÜLŞEN,LOPEZSANCHEZ JUAN M
@article{article,
author = {ERTEN ESRA,TAŞKIN KAYA GÜLŞEN,LopezSanchez Juan M},
title = {Selection of PolSAR Observables for Crop Biophysical Variable Estimation With Global Sensitivity Analysis},
journal = {IEEE Geoscience and Remote Sensing Letters},
year = 2019,
number = 5,
pages = {766-770},
month = 5,
volume = 16
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Optimization of Graph Affinity Matrix with Heuristic Methods in Dimensionality Reduction of Hypespectral Images
2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey/TÜRKİYE, 24 Nisan 2019
CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN},
title = {Optimization of Graph Affinity Matrix with Heuristic Methods in Dimensionality Reduction of Hypespectral Images},
year = 2019,
month = 4
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
An Adaptive Affinity Matrix Optimization for Locality-Preserving Projection via Heuristic Methods for Hyperspectral Image Analysis
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Ocak 2019, s. 1-10, ISSN: 1939-1404
TAŞKIN KAYA GÜLŞEN,CEYLAN OĞUZHAN
@article{article,
author = {TAŞKIN KAYA GÜLŞEN,CEYLAN OĞUZHAN},
title = {An Adaptive Affinity Matrix Optimization for Locality-Preserving Projection via Heuristic Methods for Hyperspectral Image Analysis},
journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
year = 2019,
pages = {1-10},
month = 1
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Activities of the GRSS Turkey Chapter [Chapters]
IEEE Geoscience and Remote Sensing Magazine, Vol. 6, No. 4, Aralık 2018, s. 93-95, ISSN: 2168-6831
ERTÜRK ALP,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA,KAYABOL KORAY,APTOULA ERCHAN
@article{article,
author = {ERTÜRK ALP,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA,KAYABOL KORAY,APTOULA ERCHAN},
title = {Activities of the GRSS Turkey Chapter [Chapters]},
journal = {IEEE Geoscience and Remote Sensing Magazine},
year = 2018,
number = 4,
pages = {93-95},
month = 12,
volume = 6
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Global Sensitivity Analysis of Polarimetric Data to Retrieve Biophysical Parameters of Canola and Barley Crops
2018 IEEE International Geoscience and Remote Sensing Symposium, 22 Temmuz 2018
ERTEN ESRA,TAŞKIN KAYA GÜLŞEN,LOPEZ SANCHEZ JUAN MA
@inproceedings{inproceedings,
author = {ERTEN ESRA,TAŞKIN KAYA GÜLŞEN,Lopez Sanchez Juan Ma},
title = {Global Sensitivity Analysis of Polarimetric Data to Retrieve Biophysical Parameters of Canola and Barley Crops},
year = 2018,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Active Manifold Learning for Hyperspectral Image Classification
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 22 Temmuz 2018
ZHANG ZHOU,TAŞKIN KAYA GÜLŞEN,CRAWFORD MELBA
@inproceedings{inproceedings,
author = {Zhang Zhou,TAŞKIN KAYA GÜLŞEN,Crawford Melba},
title = {Active Manifold Learning for Hyperspectral Image Classification},
year = 2018,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Manifold Öğrenme Yöntemleri ile Hiperspektral Verilerin Sınıflandırmasında Karşılaşılan Zorluklar ve Çözüm Yöntemleri
Harita Dergisi, Temmuz 2018, ISSN: 1300-5790
TAŞKIN KAYA GÜLŞEN
@article{article,
author = {TAŞKIN KAYA GÜLŞEN},
title = {Manifold Öğrenme Yöntemleri ile Hiperspektral Verilerin Sınıflandırmasında Karşılaşılan Zorluklar ve Çözüm Yöntemleri},
journal = {Harita Dergisi},
year = 2018,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Using single-and multi-target regression to estimate biophysical parameters of crops
2018 26th Signal Processing and Communications Applications Conference (SIU), 2 Mayıs 2018
SAHİN ZEHRA MELTEM,ERTEN ESRA,MUSAOĞLU NEBİYE,CANBAY D EKİN,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {Sahin Zehra meltem,ERTEN ESRA,MUSAOĞLU NEBİYE,Canbay D Ekin,TAŞKIN KAYA GÜLŞEN},
title = {Using single-and multi-target regression to estimate biophysical parameters of crops},
year = 2018,
month = 5
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Extending out-of-sample manifold learning via meta-modelling techniques
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 23 Temmuz 2017
TAŞKIN KAYA GÜLŞEN,CRAWFORD MELBA
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Crawford Melba},
title = {Extending out-of-sample manifold learning via meta-modelling techniques},
year = 2017,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images
IEEE Transactions on Image Processing, Vol. 26, No. 6, Haziran 2017, s. 2918-2928, ISSN: 1057-7149
TAŞKIN KAYA GÜLŞEN,KAYA HÜSEYİN,BRUZZONE LORENZO
@article{article,
author = {TAŞKIN KAYA GÜLŞEN,Kaya Hüseyin,Bruzzone Lorenzo},
title = {Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images},
journal = {IEEE Transactions on Image Processing},
year = 2017,
number = 6,
pages = {2918-2928},
month = 6,
volume = 26
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
The Second GRSS Turkey Chapter Summer School
IEEE Geoscience and Remote Sensing Magazine, Vol. 4, No. 3, Eylül 2016, s. 76-78, ISSN: 2168-6831
ERTEN ESRA,TAŞKIN KAYA GÜLŞEN,ALP ERTÜRK,TAŞDEMİR KADİM
@article{article,
author = {ERTEN ESRA,TAŞKIN KAYA GÜLŞEN,ALP ERTÜRK,TAŞDEMİR KADİM},
title = {The Second GRSS Turkey Chapter Summer School},
journal = {IEEE Geoscience and Remote Sensing Magazine},
year = 2016,
number = 3,
pages = {76-78},
month = 9,
volume = 4
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
A comparison of differential evolution and Harmony Search methods for SVM model selection in hyperspectral image classification
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 10 Temmuz 2016
CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN},
title = {A comparison of differential evolution and Harmony Search methods for SVM model selection in hyperspectral image classification},
year = 2016,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
A comprehensive evaluation of feature selection algorithms in hyperspectral image classification
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 10 Temmuz 2016
VİJOUYEH HAMED,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {vijouyeh hamed,TAŞKIN KAYA GÜLŞEN},
title = {A comprehensive evaluation of feature selection algorithms in hyperspectral image classification},
year = 2016,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Paddy Rice Phenology Classification Based on Machine Learning Methods Using Multitemporal Co Polar X Band SAR Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 9, No. 6, Haziran 2016, s. 2509-2519, ISSN: 1939-1404
KÜÇÜK ÇAĞLAR,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA
@article{article,
author = {KÜÇÜK ÇAĞLAR,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA},
title = {Paddy Rice Phenology Classification Based on Machine Learning Methods Using Multitemporal Co Polar X Band SAR Images},
journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
year = 2016,
number = 6,
pages = {2509-2519},
month = 6,
volume = 9
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
SVM parameter selection based on harmony search with an application to hyperspectral image classification
2016 24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey/TÜRKİYE, 16 Mayıs 2016
CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN},
title = {SVM parameter selection based on harmony search with an application to hyperspectral image classification},
year = 2016,
month = 5
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Use of high dimensional model representation in dimensionality reduction application to hyperspectral image classification
SPIE, 15 Nisan 2016
TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN},
title = {Use of high dimensional model representation in dimensionality reduction application to hyperspectral image classification},
year = 2016,
month = 4
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Earthquake induced damage classification from postearthquake satellite image using spectral and spatial features with support vector selection and adaptation
Journal of Applied Remote Sensing, Vol. 9, No. 1, Ağustos 2015, s. 1-20, ISSN: 1931-3195
TAŞKIN GÜLŞEN,ERSOY OKAN K,KAMAŞAK MUSTAFA ERSEL
@article{article,
author = {TAŞKIN GÜLŞEN,ERSOY OKAN K,KAMAŞAK MUSTAFA ERSEL},
title = {Earthquake induced damage classification from postearthquake satellite image using spectral and spatial features with support vector selection and adaptation},
journal = {Journal of Applied Remote Sensing},
year = 2015,
number = 1,
pages = {1-20},
month = 8,
volume = 9
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italy/TÜRKİYE, 26 Temmuz 2015
TAŞKIN KAYA GÜLŞEN,KAYA HÜSEYİN,LORENZO BRUZZONE
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,KAYA HÜSEYİN,LORENZO BRUZZONE},
title = {A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification},
year = 2015,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
CO POLAR SAR data classification as a tool for real time paddy rice monitoring
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 26 Temmuz 2015
KÜÇÜK ÇAĞLAR,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA
@inproceedings{inproceedings,
author = {KÜÇÜK ÇAĞLAR,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA},
title = {CO POLAR SAR data classification as a tool for real time paddy rice monitoring},
year = 2015,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
A comprehensive analysis of twin support vector machines in remote sensing image classification
2015 23nd Signal Processing and Communications Applications Conference (SIU), 16 Mayıs 2015
TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN},
title = {A comprehensive analysis of twin support vector machines in remote sensing image classification},
year = 2015,
month = 5
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Remote sensing image classification by non parallel SVMs
2014 IEEE Geoscience and Remote Sensing Symposium, Quebec City, QC/KANADA, 13 Temmuz 2014, s. 1269-1272
CAGLAR KUCUK,TORUN YÜCEL,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {CAGLAR KUCUK,TORUN YÜCEL,TAŞKIN KAYA GÜLŞEN},
title = {Remote sensing image classification by non parallel SVMs},
year = 2014,
pages = {1269-1272},
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Recursive feature selection based on non parallel SVMs and its application to hyperspectral image classification
2014 IEEE Geoscience and Remote Sensing Symposium, Quebec City, QC/TÜRKİYE, 13 Temmuz 2014
TAŞKIN KAYA GÜLŞEN,TORUN YÜCEL,KÜÇÜK ÇAĞLAR
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,TORUN YÜCEL,KÜÇÜK ÇAĞLAR},
title = {Recursive feature selection based on non parallel SVMs and its application to hyperspectral image classification},
year = 2014,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Optimization of SVM parameters using High Dimensional Model Representation and its application to hyperspectral images
2014 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey/TÜRKİYE, 23 Nisan 2014, s. 642-645
TAŞKIN KAYA GÜLŞEN,KAYA HÜSEYİN
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Kaya Hüseyin},
title = {Optimization of SVM parameters using High Dimensional Model Representation and its application to hyperspectral images},
year = 2014,
pages = {642-645},
month = 4
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
A comprehensive analysis of earthquake damage patterns using high dimensional model representation feature selection
SPIE Remote Sensing:Image and Signal Processing for Remote Sensing, Vol. 8892, 23 Eylül 2013
TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN},
title = {A comprehensive analysis of earthquake damage patterns using high dimensional model representation feature selection},
year = 2013,
month = 9,
volume = 8892
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
A Hybrid Model for Classification of Remote Sensing Images With Linear SVM and Support Vector Selection and Adaptation
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, PISCATAWAY/AMERİKA BİRLEŞİK DEVLETLERİ, Vol. 6, No. 4, Ağustos 2013, s. 1988-1997, ISSN: 1939-1404
TAŞKIN KAYA GÜLŞEN
@article{article,
author = {TAŞKIN KAYA GÜLŞEN},
title = {A Hybrid Model for Classification of Remote Sensing Images With Linear SVM and Support Vector Selection and Adaptation},
journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
year = 2013,
number = 4,
pages = {1988-1997},
month = 8,
volume = 6
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
SVM Model Selection by High Dimensional Model Representation
IEEE International Geosciences andRemote Sensing Symposium (IGARSS’13), 21 Temmuz 2013
TAŞKIN KAYA GÜLŞEN,KAYA HUSEYIN,OKAN K ERSOY
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,KAYA HUSEYIN,OKAN K ERSOY},
title = {SVM Model Selection by High Dimensional Model Representation},
year = 2013,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Feature selection by high dimensional model representation and its application to remote sensing
2012 IEEE International Geoscience and Remote Sensing Symposium, Munich, Germany/ALMANYA, 22 Temmuz 2012, s. 4938-4941
TAŞKIN KAYA GÜLŞEN,HUSEYİN KAYA,OKAN K ERSOY
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Huseyin Kaya,Okan K Ersoy},
title = {Feature selection by high dimensional model representation and its application to remote sensing},
year = 2012,
pages = {4938-4941},
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
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Damage Assessment of 2010 Haiti Earthquake with Post Earthquake Satellite Image by Support Vector Selection and Adaptation
Photogrammetric Engineering Remote Sensing, Vol. 77, No. 10, Ekim 2011, s. 1025-1035, ISSN: 00991112
TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERSOY OKAN K
@article{article,
author = {TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERSOY OKAN K},
title = {Damage Assessment of 2010 Haiti Earthquake with Post Earthquake Satellite Image by Support Vector Selection and Adaptation},
journal = {Photogrammetric Engineering Remote Sensing},
year = 2011,
number = 10,
pages = {1025-1035},
month = 10,
volume = 77
}
|
Topic
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Change detection in very high resolution imagery based on dynamic time warping An implementation for Haiti earthquake damage assessment
2011 6th International Workshop on the Analysis of Multi-temporal Remote Sensing Images (Multi-Temp), 12 Temmuz 2011, s. 13-16
TAŞKIN KAYA GÜLŞEN,HUSEYİN KAYA,OKAN K ERSOY
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Huseyin Kaya,Okan K Ersoy},
title = {Change detection in very high resolution imagery based on dynamic time warping An implementation for Haiti earthquake damage assessment},
year = 2011,
pages = {13-16},
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
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Support Vector Selection and Adaptation for Remote Sensing Classification
IEEE Transactions on Geoscience and Remote Sensing, Vol. 49, No. 6, Haziran 2011, s. 2071-2079, ISSN: 0196-2892
TAŞKIN KAYA GÜLŞEN,ERSOY OKAN,KAMAŞAK MUSTAFA ERSEL
@article{article,
author = {TAŞKIN KAYA GÜLŞEN,Ersoy Okan,KAMAŞAK MUSTAFA ERSEL},
title = {Support Vector Selection and Adaptation for Remote Sensing Classification},
journal = {IEEE Transactions on Geoscience and Remote Sensing},
year = 2011,
number = 6,
pages = {2071-2079},
month = 6,
volume = 49
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Spectral and spatial classification of earthquake images by support vector selection and adaptation
2010 International Conference of Soft Computing and Pattern Recognition, Cergy-Pontoise, France/FRANSA, Vol. 194, No. 197, 7 Aralık 2010
TAŞKIN KAYA GÜLŞEN,OKAN K ERSOY,KAMAŞAK MUSTAFA ERSEL
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Okan K Ersoy,KAMAŞAK MUSTAFA ERSEL},
title = {Spectral and spatial classification of earthquake images by support vector selection and adaptation},
year = 2010,
number = 197,
month = 12,
volume = 194
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Hybrid SVM and SVSA method for classification of remote sensing images
2010 IEEE International Geoscience and Remote Sensing Symposium, Honolulu, HI, USA/AMERİKA BİRLEŞİK DEVLETLERİ, 25 Temmuz 2010, s. 2828-2831
TAŞKIN KAYA GÜLŞEN,OKAN K ERSOY,KAMAŞAK MUSTAFA ERSEL
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Okan K Ersoy,KAMAŞAK MUSTAFA ERSEL},
title = {Hybrid SVM and SVSA method for classification of remote sensing images},
year = 2010,
pages = {2828-2831},
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Support vector selection and adaptation for classification of earthquake images
2009 IEEE International Geoscience and Remote Sensing Symposium, Cape Town, South Africa/GÜNEY AFRİKA, Vol. 2, 12 Temmuz 2009, s. 851-854
TAŞKIN KAYA GÜLŞEN,ERSOY OKAN K,KAMAŞAK MUSTAFA ERSEL
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Ersoy Okan K,KAMAŞAK MUSTAFA ERSEL},
title = {Support vector selection and adaptation for classification of earthquake images},
year = 2009,
pages = {851-854},
month = 7,
volume = 2
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Support Vector Selection and Adaptation
International Symposium on Innovations in IntelligentSystems and Applications, 29 Haziran 2009
TAŞKIN KAYA GÜLŞEN,ERSOY OKAN K,KAMAŞAK MUSTAFA ERSEL
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Ersoy Okan K,KAMAŞAK MUSTAFA ERSEL},
title = {Support Vector Selection and Adaptation},
year = 2009,
month = 6
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Support Vector Selection and Adaptation and its application in remote sensing
2009 4th International Conference on Recent Advances in Space Technologies, 11 Haziran 2009, s. 408-412
TAŞKIN KAYA GÜLŞEN,ERSOY OKAN K,KAMAŞAK MUSTAFA ERSEL
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Ersoy Okan K,KAMAŞAK MUSTAFA ERSEL},
title = {Support Vector Selection and Adaptation and its application in remote sensing},
year = 2009,
pages = {408-412},
month = 6
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Random Data Partitioning via Generalized High Dimensional Model Representation for Digital Elevation Models by Using Cubic Spline Interpolation
International Conference of Numerical Analysis and AppliedMathematics (ICNAAM 2005), 16 Eylül 2005
TAŞKIN KAYA GÜLŞEN,METİN DEMİRALP
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Metin Demiralp},
title = {Random Data Partitioning via Generalized High Dimensional Model Representation for Digital Elevation Models by Using Cubic Spline Interpolation},
year = 2005,
month = 9
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Relations Between the Matrix Algebraic Factorized Type Solutions at Different Singular Points for Generalized Hypergeometric Functions of Type p 1Fp
Applied Numerical Analysis Computational Mathematics, Vol. 2, No. 2, Ağustos 2005, s. 227-237, ISSN: 1611-8189
METİN DEMİRALP,TAŞKIN KAYA GÜLŞEN
@article{article,
author = {METİN DEMİRALP,TAŞKIN KAYA GÜLŞEN},
title = {Relations Between the Matrix Algebraic Factorized Type Solutions at Different Singular Points for Generalized Hypergeometric Functions of Type p 1Fp},
journal = {Applied Numerical Analysis Computational Mathematics},
year = 2005,
number = 2,
pages = {227-237},
month = 8,
volume = 2
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Relations Between the Matrix Algebraic Factorized Type Solutions at Different Singular Points for Generalized Hypergeometric Functions of Type p 1Fp
International Conference of Numerical Analysis and AppliedMathematics (ICNAAM 2004), Chalkis/YUNANİSTAN, 10 Eylül 2004
METİN DEMİRALP,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {Metin Demiralp,TAŞKIN KAYA GÜLŞEN},
title = {Relations Between the Matrix Algebraic Factorized Type Solutions at Different Singular Points for Generalized Hypergeometric Functions of Type p 1Fp},
year = 2004,
month = 9
}
|
Topic
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Bilişim Türkçesi
Akademik Bilişim, Trabzon/TÜRKİYE, 11 Şubat 2004
SEVDA ÜSKÜPLÜ,TAŞKIN KAYA GÜLŞEN
@inproceedings{inproceedings,
author = {Sevda Üsküplü,TAŞKIN KAYA GÜLŞEN},
title = {Bilişim Türkçesi},
year = 2004,
month = 2
}
|
Topic
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|
Optimization of GPS Observation Strategy for Improvement of Tectonic Measurements
The IASTED International Conference on Applied Simulation and Modelling, 3 Eylül 2003
TAŞKIN KAYA GÜLŞEN,SEVDA ÜSKÜPLÜ,ERGİNTAV SEMİH,SAYGIN HASAN
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Sevda Üsküplü,ERGİNTAV SEMİH,SAYGIN HASAN},
title = {Optimization of GPS Observation Strategy for Improvement of Tectonic Measurements},
year = 2003,
month = 9
}
|
Topic
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|
İstanbul Teknik Üniversitesi nde Temel Bilişim Eğitimi
Akademik Bilişim, Adana/TÜRKİYE, 3 Şubat 2003
TAŞKIN KAYA GÜLŞEN,SEVDA ÜSKÜPLÜ,METİN DEMİRALP
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,Sevda Üsküplü,Metin Demiralp},
title = {İstanbul Teknik Üniversitesi nde Temel Bilişim Eğitimi},
year = 2003,
month = 2
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
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Least Squares Curve Fitting via High Dimensional Model Representation for Digitial Elevation Model
International Symposium on Geographic Information Systems, İstanbul/TÜRKİYE, 23 Eylül 2002
TAŞKIN KAYA GÜLŞEN,SAYGIN HASAN,METİN DEMİRALP,YANALAK MUSTAFA
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,SAYGIN HASAN,Metin Demiralp,YANALAK MUSTAFA},
title = {Least Squares Curve Fitting via High Dimensional Model Representation for Digitial Elevation Model},
year = 2002,
month = 9
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Approximation Scheme for Multivariate Hypersurface Fitting Problems
International Symposium on GeographicInformation Systems, İstanbul/TÜRKİYE, 23 Eylül 2002
TAŞKIN KAYA GÜLŞEN,SAYGIN HASAN,METİN DEMİRALP
@inproceedings{inproceedings,
author = {TAŞKIN KAYA GÜLŞEN,SAYGIN HASAN,Metin Demiralp},
title = {Approximation Scheme for Multivariate Hypersurface Fitting Problems},
year = 2002,
month = 9
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|