Personal information

High Dimensional Model Representation, Enhanced Multivariance Products Representation, Integral Operators, Perturbation Theory, Hyperspectral Images
Türkiye

Activities

Employment (3)

İstanbul Teknik Üniversitesi Bilişim Enstitüsü: Istanbul, İstanbul, TR

Research Assistant (Computational Science & Engineering)
Employment
Source: Self-asserted source
Süha Tuna

İstanbul Teknik Üniversitesi Bilişim Enstitüsü: Istanbul, İstanbul, TR

2021-07-01 to present | Assistant Professor (Computational Science and Engineering)
Employment
Source: Self-asserted source
Süha Tuna

Fatih Sultan Mehmet Vakıf Üniversitesi: Istanbul, TR

2017-09-24 to 2021-06-30 | Faculty member (Computer Engineering)
Employment
Source: Self-asserted source
Süha Tuna

Education and qualifications (2)

Marmara Üniversitesi Fen-Edebiyat Fakültesi: Istanbul, Istanbul, TR

MSc (Applied Mathematics)
Education
Source: Self-asserted source
Süha Tuna

Istanbul Teknik Universitesi Bilisim Enstitusu: Istanbul, TR

PhD (Computational Science & Engineering)
Education
Source: Self-asserted source
Süha Tuna

Works (22)

Highly Sensitive and Selective Detection of Dimethyl Methyl Phosphonate with Copolymer-Based QCM Sensors

Macromolecular Materials and Engineering
2024 | Journal article
EID:

2-s2.0-85181515075

Part of ISSN: 14392054 14387492
Contributors: Öztürk, S.; Kösemen, A.; Şen, Z.; Tuna, S.; Bayazit, S.S.; Kılınç, N.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Enhancing Travel Experience: Predicting Flight Delays for Informed Journey Planning

International Journal of Applied Methods in Electronics and Computers
2024-06-30 | Journal article
Contributors: Esma Ergün; Süha Tuna
Source: check_circle
Crossref

Advancements in Selective Detection of Chemical Warfare Simulants Through Machine Learning-Assisted Approaches and Investigation of Adsorption Equilibrium with Co-Polymer-Based Qcm Sensors

SSRN
2023 | Other
EID:

2-s2.0-85164605656

Part of ISSN: 15565068
Contributors: Öztürk, S.; Kösemen, A.; Şen, Z.; Tuna, S.; Bayazit, S.S.; Kilinç, N.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Exploiting Optimal Supports in Enhanced Multivariance Products Representation for Lossy Compression of Hyperspectral Images

14th International Conference on Electrical and Electronics Engineering, ELECO 2023 - Proceedings
2023 | Conference paper
EID:

2-s2.0-85185840280

Part of ISBN: 9798350360493
Contributors: Şen, M.E.; Tuna, S.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Gene Teams are on the Field: Evaluation of Variants in Gene-Networks Using High Dimensional Modelling

arXiv
2023 | Other
EID:

2-s2.0-85147336520

Part of ISSN: 23318422
Contributors: Tuna, S.; Gulec, C.; Yucesan, E.; Cirakoglu, A.; Arguden, Y.T.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Gene Teams are on the Field: Evaluation of Variants in Gene-Networks Using High Dimensional Modelling

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2023 | Journal article
EID:

2-s2.0-85164411260

Part of ISSN: 15579964 15455963
Contributors: Tuna, S.; Gulec, C.; Yucesan, E.; Cirakoglu, A.; Arguden, Y.T.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier
grade
Preferred source (of 2)‎

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
2023 | Journal article
EID:

2-s2.0-85143150139

Part of ISSN: 22150986
Contributors: Heydarov, S.; Aydin, M.; Faydaci, C.; Tuna, S.; Ozturk, S.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

An efficient feature extraction approach for hyperspectral images using Wavelet High Dimensional Model Representation

International Journal of Remote Sensing
2022 | Journal article
EID:

2-s2.0-85146921688

Part of ISSN: 13665901 01431161
Contributors: Tuna, S.; Korkmaz Özay, E.; Tunga, B.; Gürvit, E.; Tunga, M.A.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier
grade
Preferred source (of 2)‎

Gene Teams are on the Field: Evaluation of Variants in Gene-Networks Using High Dimensional Modelling

Research Square
2022 | Other
EID:

2-s2.0-85167244211

Contributors: Tuna, S.; Gulec, C.; Yucesan, E.; Cirakoglu, A.; Arguden, Y.T.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images

IEEE Transactions on Geoscience and Remote Sensing
2021 | Journal article
EID:

2-s2.0-85116657913

Part of ISSN: 15580644 01962892
Contributors: Tuna, S.; Toreyin, B.U.; Demiralp, M.; Ren, J.; Zhao, H.; Marshall, S.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier
grade
Preferred source (of 2)‎

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
2017 | Journal article
EID:

2-s2.0-85013469130

Part of ISSN: 15728897 02599791
Contributors: Tuna, S.; Demiralp, M.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier
grade
Preferred source (of 2)‎

Zero interval limit perturbation expansion for the spectral entities of Hilbert–Schmidt operators combined with most dominant spectral component extraction: formulation and certain technicalities

Journal of Mathematical Chemistry
2017 | Journal article
EID:

2-s2.0-85013073407

Part of ISSN: 15728897 02599791
Contributors: Demiralp, M.; Tuna, S.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier
grade
Preferred source (of 2)‎

On Autonomy Imposition in Zero Interval Limit Perturbation Expansion for the Spectral Entities of Hilbert–Schmidt Integral Operators

Mathematics
2017-01-06 | Journal article
Source: Self-asserted source
Süha Tuna
grade
Preferred source (of 2)‎

Lossy compression of hyperspectral images by using Enhanced Multivariance Products Representation (EMPR) method,Çokdegiskenliligi Yükseltilmis Çarpimlar Gösterimi (ÇYÇG) yöntemi ile hiperspektral görüntülerin kayipli sikistirilmasi

2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings
2016 | Conference paper
EID:

2-s2.0-84982815603

Part of ISBN: 9781509016792
Contributors: Sukhanov, A.; Tuna, S.; Toreyin, B.U.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Bivariate enhanced multivariance products representation (EMPR) at zero volume limit via geometric separation

AIP Conference Proceedings
2015 | Conference paper
EID:

2-s2.0-84984585824

Part of ISBN: 9780735413498
Part of ISSN: 15517616 0094243X
Contributors: Tuna, S.; Demiralp, M.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

A novel piecewise multivariate function approximation method via universal matrix representation

Journal of Mathematical Chemistry
2013-08-01 | Journal article
Source: Self-asserted source
Süha Tuna
grade
Preferred source (of 2)‎

Probabilistic evolution approach for initial value problems over Fourier basis set

AIP Conference Proceedings
2012 | Conference paper
EID:

2-s2.0-84873107831

Part of ISBN: 9780735411050
Part of ISSN: 0094243X 15517616
Contributors: Tuna, S.; Demiralp, M.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Taylor series based integration with the fluctuation freely approximated remainder over gausswave type basis functions

AIP Conference Proceedings
2012 | Conference paper
EID:

2-s2.0-84873128118

Part of ISBN: 9780735411227
Part of ISSN: 0094243X 15517616
Contributors: Tuna, S.; Baykara, N.A.; Demiralp, M.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Matrix High Dimensional Model Representation (MHDMR) with the weight matrices generated by subspace construction

AIP Conference Proceedings
2011 | Conference paper
EID:

2-s2.0-81855216256

Part of ISBN: 9780735409569
Part of ISSN: 0094243X 15517616
Contributors: Tuna, S.; Demiralp, M.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Weighted singular value decomposition for folded matrices

Recent Researches in Applied Informatics - Proceedings of the 2nd International Conference on Applied Informatics and Computing Theory, AICT'11
2011 | Conference paper
EID:

2-s2.0-81755169076

Part of ISBN: 9781618040343
Contributors: Tuna, S.; Baykara, N.A.; Demiralp, M.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Roles of the basis functions on the weight function generating subspace construction

AIP Conference Proceedings
2010 | Conference paper
EID:

2-s2.0-79954485326

Part of ISSN: 0094243X 15517616
Contributors: Tuna, S.; Baykara, N.A.; DemIralp, M.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Fluctuation free matrix representation based univariate integration in hybrid high dimensional model representation (HHDMR) over plain and factorized HDMR

WSEAS Transactions on Mathematics
2009 | Journal article
EID:

2-s2.0-67849128849

Part of ISSN: 11092769
Contributors: Tuna, S.; Tunga, B.; Abdülbaki Baykara, N.; Demiralp, M.
Source: Self-asserted source
Süha Tuna via Scopus - Elsevier

Peer review (2 reviews for 1 publication/grant)

Review activity for Signal, image and video processing. (2)