Compression of Convolutional Neural Networks Employing Tensor Train and High Dimensional Model Representation
9th International Symposium on Innovative Approaches in Smart Technologies (ISAS), Gaziantep/TÜRKİYE, 27 Haziran 2025
YILMAZ BERNA,TUNA SÜHA
@inproceedings{inproceedings,
author = {YILMAZ BERNA,TUNA SÜHA},
title = {Compression of Convolutional Neural Networks Employing Tensor Train and High Dimensional Model Representation},
year = 2025,
month = 6
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Enhancing Hyperspectral and Multispectral Image Fusion Using High Dimensional Model Representation
9 th International Symposium on Innovative Approaches in Smart Technologies, Gaziantep/TÜRKİYE, 27 Haziran 2025
KAHRAMAN EFE,TUNA SÜHA
@inproceedings{inproceedings,
author = {KAHRAMAN EFE,TUNA SÜHA},
title = {Enhancing Hyperspectral and Multispectral Image Fusion Using High Dimensional Model Representation},
year = 2025,
month = 6
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
SAM2 ile Tensör Ayrı¸stırma Tabanlı Örneksiz İmge Bölütleme Kullanarak Manyetik Zenginleştirme Sırasında Metalik Nikel Cevherine Ait Mikroskobik
Verilerin Analizi
33. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, İstanbul/TÜRKİYE, 25 Haziran 2025
İNANÇ BERK MÜNCİ,ŞAHİN ZEYNEP BURÇAK,TUNA SÜHA,BENLİ BİRGÜL,EYİDOĞAN BUĞRA,TÖREYİN BEHÇET UĞUR
@inproceedings{inproceedings,
author = {İnanç Berk Münci,Şahin Zeynep Burçak,TUNA SÜHA,BENLİ BİRGÜL,EYİDOĞAN BUĞRA,TÖREYİN BEHÇET UĞUR},
title = {SAM2 ile Tensör Ayrı¸stırma Tabanlı Örneksiz İmge Bölütleme Kullanarak Manyetik Zenginleştirme Sırasında Metalik Nikel Cevherine Ait Mikroskobik
Verilerin Analizi},
year = 2025,
month = 6
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Refining Sparse Coding Dictionaries Using High Dimensional Model Representation for Hyperspectral Imagery
Kocaeli Journal of Science and Engineering, Vol. 8, No. 2, Haziran 2025, s. 121-132, ISSN: 2667-484X
TUNA SÜHA
@article{article,
author = {TUNA SÜHA},
title = {Refining Sparse Coding Dictionaries Using High Dimensional Model Representation for Hyperspectral Imagery},
journal = {Kocaeli Journal of Science and Engineering},
year = 2025,
number = 2,
pages = {121-132},
month = 6,
volume = 8
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
A new feature extraction scheme based on support optimization in Enhanced Multivariance Products Representation for Hyperspectral Imagery
Journal of the Franklin Institute, Vol. 362, No. 2, Ocak 2025, ISSN: 0016-0032
ŞEN MUHAMMED ENİS,TUNA SÜHA
@article{article,
author = {Şen Muhammed Enis,TUNA SÜHA},
title = {A new feature extraction scheme based on support optimization in Enhanced Multivariance Products Representation for Hyperspectral Imagery},
journal = {Journal of the Franklin Institute},
year = 2025,
number = 2,
month = 1,
volume = 362
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Anomaly detection for hyperspectral images via oversegmentation
5th International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2024), Ankara/TÜRKİYE, 26 Haziran 2024
GÖKDEMİR EZGİ,TUNA SÜHA
@inproceedings{inproceedings,
author = {GÖKDEMİR EZGİ,TUNA SÜHA},
title = {Anomaly detection for hyperspectral images via oversegmentation},
year = 2024,
month = 6
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Enhancing Travel Experience: Predicting Flight Delays for Informed Journey Planning
International Journal of Applied Methods in Electronics and Computers, Vol. 12, No. 2, Haziran 2024, s. 40-47, ISSN: 2147-8228
ERGÜN ESMA,TUNA SÜHA
@article{article,
author = {Ergün Esma,TUNA SÜHA},
title = {Enhancing Travel Experience: Predicting Flight Delays for Informed Journey Planning},
journal = {International Journal of Applied Methods in Electronics and Computers},
year = 2024,
number = 2,
pages = {40-47},
month = 6,
volume = 12
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Variant Analysis in Human Genome Sequences Using Surrogate Modelling and Machine Learning
V. INTERNATIONAL APPLIED STATISTICS CONGRESS (UYIK - 2024), İstanbul/TÜRKİYE, 21 Mayıs 2024
AYDIN FURKAN,TUNA SÜHA
@inproceedings{inproceedings,
author = {AYDIN FURKAN,TUNA SÜHA},
title = {Variant Analysis in Human Genome Sequences Using Surrogate Modelling and Machine Learning},
year = 2024,
month = 5
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Visualization Based Analysis of Gene Networks using High Dimensional Model Representation
3RD INTERNATIONAL GRADUATE RESEARCH SYMPOSIUM - IGRS’24, İstanbul/TÜRKİYE, 8 Mayıs 2024
GÜLER PINAR,TUNA SÜHA
@inproceedings{inproceedings,
author = {GÜLER PINAR,TUNA SÜHA},
title = {Visualization Based Analysis of Gene Networks using High Dimensional Model Representation},
year = 2024,
month = 5
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Highly Sensitive and Selective Detection of Dimethyl Methyl Phosphonate with Copolymer‐Based QCM Sensors
MACROMOLECULAR MATERIALS AND ENGINEERING, Vol. 309, No. 4, Ocak 2024, s. 2300346, ISSN: 1438-7492
ÖZTÜRK SADULLAH, KÖSEMEN ARİF, ŞEN ZAFER, TUNA SÜHA, BAYAZİT ŞAHİKA SENA, KILINÇ NECMETTİN
@article{article,
author = {ÖZTÜRK SADULLAH, KÖSEMEN ARİF, ŞEN ZAFER, TUNA SÜHA, BAYAZİT ŞAHİKA SENA, KILINÇ NECMETTİN},
title = {Highly Sensitive and Selective Detection of Dimethyl Methyl Phosphonate with Copolymer‐Based QCM Sensors},
journal = {MACROMOLECULAR MATERIALS AND ENGINEERING},
year = 2024,
number = 4,
pages = {2300346},
month = 1,
volume = 309
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Exploiting Optimal Supports in Enhanced Multivariance Products Representation for Lossy Compression of Hyperspectral Images
14th INTERNATIONAL CONFERENCE on ELECTRICAL and ELECTRONICS ENGINEERING, Bursa/TÜRKİYE, 30 Kasım 2023
ŞEN MUHAMMED ENİS, TUNA SÜHA
@inproceedings{inproceedings,
author = {Şen Muhammed Enis, TUNA SÜHA},
title = {Exploiting Optimal Supports in Enhanced Multivariance Products Representation for Lossy Compression of Hyperspectral Images},
year = 2023,
month = 11
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Gene Teams are on the Field: Evaluation of Variants in Gene-Networks Using High Dimensional Modelling.
IEEE/ACM transactions on computational biology and bioinformatics, Temmuz 2023, ISSN: 1545-5963
YÜCESAN EMRAH, ARGÜDEN YELDA, GÜLEÇ ÇAĞRI, TUNA SÜHA, ÇIRAKOĞLU AYŞE
@article{article,
author = {YÜCESAN EMRAH, ARGÜDEN YELDA, GÜLEÇ ÇAĞRI, TUNA SÜHA, ÇIRAKOĞLU AYŞE},
title = {Gene Teams are on the Field: Evaluation of Variants in Gene-Networks Using High Dimensional Modelling.},
journal = {IEEE/ACM transactions on computational biology and bioinformatics},
year = 2023,
month = 7
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Sparse Coding via High Dimensional Model Representation for Hyperspectral Images
2nd International Graduate Research Symposium (IGRS’23), İstanbul/TÜRKİYE, 16 Mayıs 2023
MUMİNOVA KAMİLA, TUNA SÜHA
@inproceedings{inproceedings,
author = {Muminova Kamila, TUNA SÜHA},
title = {Sparse Coding via High Dimensional Model Representation for Hyperspectral Images},
year = 2023,
month = 5
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Low-cost VIS/NIR range hand-held and portable photospectrometer and evaluation of machine learning algorithms for classification performance
Engineering Science and Technology, an International Journal, Vol. 37, Ocak 2023, ISSN: 2215-0986
HEYDAROV SADDAM, AYDIN MUSA, FAYDACI ÇAĞRI, TUNA SÜHA, ÖZTÜRK SADULLAH
@article{article,
author = {HEYDAROV SADDAM, AYDIN MUSA, FAYDACI ÇAĞRI, TUNA SÜHA, ÖZTÜRK SADULLAH},
title = {Low-cost VIS/NIR range hand-held and portable photospectrometer and evaluation of machine learning algorithms for classification performance},
journal = {Engineering Science and Technology, an International Journal},
year = 2023,
month = 1,
volume = 37
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
An efficient feature extraction approach for hyperspectral images using Wavelet High Dimensional Model Representation
International Journal of Remote Sensing, Vol. 43, Aralık 2022, s. 6899-6920, ISSN: 0143-1161
TUNA SÜHA, KORKMAZ ÖZAY EVRİM, TUNGA BURCU, GÜRVİT ERCAN, TUNGA MEHMET ALPER
@article{article,
author = {TUNA SÜHA, KORKMAZ ÖZAY EVRİM, TUNGA BURCU, GÜRVİT ERCAN, TUNGA MEHMET ALPER},
title = {An efficient feature extraction approach for hyperspectral images using Wavelet High Dimensional Model Representation},
journal = {International Journal of Remote Sensing},
year = 2022,
pages = {6899-6920},
month = 12,
volume = 43
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, Vol. 59, No. 11, Kasım 2021, s. 9569-9584, ISSN: 0196-2892
TUNA SÜHA, TÖREYİN BEHÇET UĞUR, DEMİRALP METİN, REN JİNCHNAG, ZHAO HUİMİN, MARSHALL STEPHEN
@article{article,
author = {TUNA SÜHA, TÖREYİN BEHÇET UĞUR, DEMİRALP METİN, Ren Jinchnag, Zhao Huimin, Marshall Stephen},
title = {Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images},
journal = {IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING},
year = 2021,
number = 11,
pages = {9569-9584},
month = 11,
volume = 59
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Gen şebeke varyantlarının hesaplamalı biyoloji ve makine öğrenmesi yardımıyla analizi
17. Tıbbi Biyoloji ve Genetik Kongresi, Ankara/TÜRKİYE, 28 Ekim 2021
TUNA SÜHA, GÜLEÇ ÇAĞRI, YÜCESAN EMRAH, ÇIRAKOĞLU AYŞE, ARGÜDEN YELDA
@inproceedings{inproceedings,
author = {TUNA SÜHA, GÜLEÇ ÇAĞRI, YÜCESAN EMRAH, ÇIRAKOĞLU AYŞE, ARGÜDEN YELDA},
title = {Gen şebeke varyantlarının hesaplamalı biyoloji ve makine öğrenmesi yardımıyla analizi},
year = 2021,
month = 10
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Nörodejeneratif Hastalıkların Ayırıcı Tanısında Çok Boyutlu Veri Analizi Yaklaşımının mTOR Yolağı Aracılığı ile Değerlendirilmesi
56. Ulusal Nöroloji Kongresi, 28 Kasım 2020
TUNA SÜHA, GÜLEÇ ÇAĞRI, YÜCESAN EMRAH, ÇIRAKOĞLU AYŞE, ARGÜDEN YELDA
@inproceedings{inproceedings,
author = {TUNA SÜHA, GÜLEÇ ÇAĞRI, YÜCESAN EMRAH, ÇIRAKOĞLU AYŞE, ARGÜDEN YELDA},
title = {Nörodejeneratif Hastalıkların Ayırıcı Tanısında Çok Boyutlu Veri Analizi Yaklaşımının mTOR Yolağı Aracılığı ile Değerlendirilmesi},
year = 2020,
month = 11
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Zero interval limit perturbation expansion for the spectral entities of Hilbert Schmidt operators combined with most dominant spectral component extraction: convergence and confirmative implementations
JOURNAL OF MATHEMATICAL CHEMISTRY, Vol. 55, No. 6, Haziran 2017, s. 1278-1300, ISSN: 0259-9791
TUNA SÜHA,DEMİRALP METİN
@article{article,
author = {TUNA SÜHA,DEMİRALP METİN},
title = {Zero interval limit perturbation expansion for the spectral entities of Hilbert Schmidt operators combined with most dominant spectral component extraction: convergence and confirmative implementations},
journal = {JOURNAL OF MATHEMATICAL CHEMISTRY},
year = 2017,
number = 6,
pages = {1278-1300},
month = 6,
volume = 55
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Zero interval limit perturbation expansion for the spectral entities of Hilbert Schmidt operators combined with most dominant spectral component extraction: formulation and certain techniques
JOURNAL OF MATHEMATICAL CHEMISTRY, Vol. 55, No. 6, Haziran 2017, s. 1253-1277, ISSN: 0259-9791
TUNA SÜHA,DEMİRALP METİN
@article{article,
author = {TUNA SÜHA,DEMİRALP METİN},
title = {Zero interval limit perturbation expansion for the spectral entities of Hilbert Schmidt operators combined with most dominant spectral component extraction: formulation and certain techniques},
journal = {JOURNAL OF MATHEMATICAL CHEMISTRY},
year = 2017,
number = 6,
pages = {1253-1277},
month = 6,
volume = 55
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
On autonomy imposition in zero interval limit perturbation expansion for the spectral entities Hilbert-Schmidt integral operators
Multidisciplinary Digital Publishing Institute Mathematics, Vol. 5, Ocak 2017, s. 2017, ISSN: 2227-7390
TUNA SÜHA,DEMİRALP METİN
@article{article,
author = {TUNA SÜHA,DEMİRALP METİN},
title = {On autonomy imposition in zero interval limit perturbation expansion for the spectral entities Hilbert-Schmidt integral operators},
journal = {Multidisciplinary Digital Publishing Institute Mathematics},
year = 2017,
pages = {2017},
month = 1,
volume = 5
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Lossy compression of hyperspectral images by using Enhanced Multivariance Products Representation (EMPR) method
2016 24th Signal Processing and Communication Application Conference (SIU), 16 Mayıs 2016
TÖREYİN BEHÇET UĞUR, SUKHANOV ALEKSEİ, TUNA SÜHA
@inproceedings{inproceedings,
author = {TÖREYİN BEHÇET UĞUR, Sukhanov Aleksei, TUNA SÜHA},
title = {Lossy compression of hyperspectral images by using Enhanced Multivariance Products Representation (EMPR) method},
year = 2016,
month = 5
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Validity and failure of the autonomy imposition on the eigenfunctions in zero interval limit perturbation expansion for Hilbert-Schmidt integral operators
International Journal of Applied Physics, Vol. 1, Nisan 2016, s. 42-48, ISSN: 2367-9034
TUNA SÜHA,DEMİRALP METİN
@article{article,
author = {TUNA SÜHA,DEMİRALP METİN},
title = {Validity and failure of the autonomy imposition on the eigenfunctions in zero interval limit perturbation expansion for Hilbert-Schmidt integral operators},
journal = {International Journal of Applied Physics},
year = 2016,
pages = {42-48},
month = 4,
volume = 1
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Bivariate enhanced multivariance products representation (EMPR) at zero volume limit via geometric separation
International Conference on Computational Methods in Science and Engineering, Athens/YUNANİSTAN, Vol. 1702, No. 1, 20 Mart 2015, s. 170009
TUNA SÜHA,DEMİRALP METİN
@inproceedings{inproceedings,
author = {TUNA SÜHA,DEMİRALP METİN},
title = {Bivariate enhanced multivariance products representation (EMPR) at zero volume limit via geometric separation},
year = 2015,
number = 1,
pages = {170009},
month = 3,
volume = 1702
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
A novel piecewise multivariate function approximation method via universal matrix representation
Journal of Mathematical Chemistry, Vol. 51, No. 7, Ağustos 2013, s. 1784-1801, ISSN: 0259-9791
TUNA SÜHA,TUNGA BURCU
@article{article,
author = {TUNA SÜHA,TUNGA BURCU},
title = {A novel piecewise multivariate function approximation method via universal matrix representation},
journal = {Journal of Mathematical Chemistry},
year = 2013,
number = 7,
pages = {1784-1801},
month = 8,
volume = 51
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Node optimization through enhanced multivariance product representation (EMPR)
13th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE 2013), Almeria/İSPANYA, 23 Haziran 2013, s. 1322-1330
TUNA SÜHA, TUNGA BURCU
@inproceedings{inproceedings,
author = {TUNA SÜHA, TUNGA BURCU},
title = {Node optimization through enhanced multivariance product representation (EMPR)},
year = 2013,
pages = {1322-1330},
month = 6
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Probabilistic evolution approach for initial value problems over Fourier basis set
9th International Conference on Mathematical Problems in Engineering, Aerospace and Sciences, Viyana/AVUSTURYA, Vol. 1493, No. 1, 10 Temmuz 2012, s. 1054-1058
TUNA SÜHA,DEMİRALP METİN
@inproceedings{inproceedings,
author = {TUNA SÜHA,DEMİRALP METİN},
title = {Probabilistic evolution approach for initial value problems over Fourier basis set},
year = 2012,
number = 1,
pages = {1054-1058},
month = 7,
volume = 1493
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Weighted singular value decomposition for folded matrices
2nd International Conference on Applied Informatics and Computing Theory (AICT’11), Prag/ÇEK CUMHURİYETİ, 26 Eylül 2011
TUNA SÜHA, BAYKARA NASIR ABDÜLBAKİ, DEMİRALP METİN
@inproceedings{inproceedings,
author = {TUNA SÜHA, BAYKARA NASIR ABDÜLBAKİ, DEMİRALP METİN},
title = {Weighted singular value decomposition for folded matrices},
year = 2011,
month = 9
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Matrix High Dimensional Model Representation (MHDMR) with the Weight Matrices Generated by Subspace Construction
International Conference on Numerical Analysis and Applied Mathematics, Halkidiki/YUNANİSTAN, Vol. 1389, No. 1, 19 Eylül 2011, s. 1192-1195
TUNA SÜHA,DEMİRALP METİN
@inproceedings{inproceedings,
author = {TUNA SÜHA,DEMİRALP METİN},
title = {Matrix High Dimensional Model Representation (MHDMR) with the Weight Matrices Generated by Subspace Construction},
year = 2011,
number = 1,
pages = {1192-1195},
month = 9,
volume = 1389
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Roles of the Basis Functions on the Weight Function Generating Subspace Construction
International Conference of Numerical Analysis and Applied Mathematics, Rodos/YUNANİSTAN, Vol. 1281, No. 1, 19 Eylül 2010, s. 1926-1929
TUNA SÜHA,BAYKARA NASIR ABDÜLBAKİ,DEMİRALP METİN
@inproceedings{inproceedings,
author = {TUNA SÜHA,BAYKARA NASIR ABDÜLBAKİ,DEMİRALP METİN},
title = {Roles of the Basis Functions on the Weight Function Generating Subspace Construction},
year = 2010,
number = 1,
pages = {1926-1929},
month = 9,
volume = 1281
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Taylor series based integration with the fluctuation freely approximated remainder over gausswave type basis functions
International Conference of Computational Methods in Sciences and Engineering, Rhodes/YUNANİSTAN, Vol. 1504, No. 1, 29 Eylül 2009, s. 800-803
TUNA SÜHA,BAYKARA NASIR ABDÜLBAKİ,DEMİRALP METİN
@inproceedings{inproceedings,
author = {TUNA SÜHA,BAYKARA NASIR ABDÜLBAKİ,DEMİRALP METİN},
title = {Taylor series based integration with the fluctuation freely approximated remainder over gausswave type basis functions},
year = 2009,
number = 1,
pages = {800-803},
month = 9,
volume = 1504
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|
Fluctuation Free Matrix Representation Based Univariate Integration in Hybrid High Dimensional Model Representation HHDMR Over Plain and Factorized HDMR
WSEAS Transactions on Mathematics, Vol. 8, No. 6, Haziran 2009, s. 225-230, ISSN: 1109-2769
TUNA SÜHA,TUNGA BURCU,BAYKARA N ABDÜLBAKİ,DEMİRALP METİN
@article{article,
author = {TUNA SÜHA,TUNGA BURCU,BAYKARA N ABDÜLBAKİ,DEMİRALP METİN},
title = {Fluctuation Free Matrix Representation Based Univariate Integration in Hybrid High Dimensional Model Representation HHDMR Over Plain and Factorized HDMR},
journal = {WSEAS Transactions on Mathematics},
year = 2009,
number = 6,
pages = {225-230},
month = 6,
volume = 8
}
|
Topic
Yayın ile ilgili açıklama girilmemiştir.
|