Doç. Dr. ŞAHİN IŞIK

Yayın Ağı

Makaleler 42

1. ExpTamed: An exponential tamed optimizer based on Langevin SDEs

Erdoğan U., IŞIK Ş., ANAGÜN Y., Lord G.

Neurocomputing , cilt.651, 2025 (SCI-Expanded)

2. Identification of wheat seeds from bran layer using optical microscopy and deep learning

ANAGÜN Y., IŞIK Ş., OLGUN M., SEZER O.

BIOLOGICAL DIVERSITY AND CONSERVATION , cilt.18, sa.3, ss.349-352, 2025 (Hakemli Dergi)

3. Fabric defects identification for textile industry with a deep learning approach

Guder O., Işık Ş., Anagün Y.

JOURNAL OF THE TEXTILE INSTITUTE , cilt.116, sa.8, ss.1493-1502, 2025 (SCI-Expanded)

4. Ultra-high dilutions analysis: Exploring the effects of potentization by electron microscopy, Raman spectroscopy and deep learning

Berghian-Grosan C., IŞIK Ş., Porav A. S., DAĞ İ., Ay K. O., Vithoulkas G.

Journal of Molecular Liquids , cilt.401, 2024 (SCI-Expanded)

5. Predicting Soil Quality Index with a Deep Regression Approach

Işık Ş., Turgut B., Anagün Y., Olgun M.

COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS , cilt.55, ss.1313-1323, 2024 (SCI-Expanded)

6. Predicting compressor mass flow rate using various machine learning approaches

Yazar I., Anagün Y., Işık Ş.

International Journal of Turbo and Jet Engines , 2024 (SCI-Expanded)

7. Predicting soil EC using spectroscopy and smartphone-based digital images

GÖZÜKARA G., ANAGÜN Y., IŞIK Ş., Zhang Y., Hartemink A. E.

CATENA , cilt.231, 2023 (SCI-Expanded, Scopus)

8. Surface roughness classification of electro discharge machined surfaces with deep ensemble learning

ANAGÜN Y., IŞIK Ş., Hayati Çakir F. H.

Measurement: Journal of the International Measurement Confederation , cilt.215, 2023 (SCI-Expanded, Scopus)

9. Evaluation of EfficientNet models for COVID-19 detection using lung parenchyma

Kurt Z., IŞIK Ş., KAYA Z., ANAGÜN Y., Koca N., Çiçek S.

Neural Computing and Applications , cilt.35, sa.16, ss.12121-12132, 2023 (SCI-Expanded)

10. The classification of wheat species based on deep convolutional neural networks using scanning electron microscope (SEM) imaging

Anagün Y., Işık Ş., Olgun M., Sezer O., Basciftci Z., Arpacioglu N. G. A.

EUROPEAN FOOD RESEARCH AND TECHNOLOGY , cilt.249, sa.4, ss.1023-1034, 2023 (SCI-Expanded)

11. Using deep learning approaches for coloring silicone maxillofacial prostheses: A comparison of two approaches

KURT M., KURT Z., IŞIK Ş.

JOURNAL OF INDIAN PROSTHODONTIST SOCIETY , cilt.23, sa.1, ss.84-89, 2022 (ESCI)

12. Diagnosing Diseases from Fingernail Images

CAN Z., IŞIK Ş.

Eskişehir Osmangazi Üniversitesi mühendislik ve mimarlık fakültesi dergisi (online) , cilt.30, sa.3, ss.464-470, 2022 (Hakemli Dergi)

13. DEEP LEARNING-BASED CUSTOMER COMPLAINT MANAGEMENT

Anagün Y., Bolel N. S., Işik Ş., Ozkan S. E.

JOURNAL OF ORGANIZATIONAL COMPUTING AND ELECTRONIC COMMERCE , cilt.32, sa.3-4, ss.217-231, 2022 (SCI-Expanded)

14. Consensus rule for wheat cultivar classification on VL, VNIR and SWIR imaging

IŞIK Ş., ÖZKAN K., Demirez D. Z., SEKE E.

IET Image Processing , cilt.16, sa.11, ss.2834-2844, 2022 (SCI-Expanded)

15. Nesnelerin İnterneti Güvenliği: Ev Ağı Güvenlik İncelemesi Ve Değerlendirmesi

Kandır M. O., Yolaçan E. N., Işık Ş.

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi , cilt.27, sa.2, ss.803-816, 2022 (Hakemli Dergi)

16. A Deep Learning Based Sleepness And Wakefulness Detection for Drivers

IŞIK Ş., ANAGÜN Y.

Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi , cilt.29, sa.3, ss.311-315, 2021 (Hakemli Dergi)

17. Contribution Analysis of Optimization Methods on Super-Resolution

ANAGÜN Y., IŞIK Ş.

Afyon Kocatepe Üniversitesi Fen ve Mühendislik Bilimleri Dergisi , cilt.21, sa.6, ss.1343-1352, 2021 (Hakemli Dergi)

18. Comparison of Different Modeling Methods For Prediction Of Palladium Adsorption onto Waste Orange Pee

ÖZKAN A., IŞIK Ş., GÜNKAYA Z., ÖZKAN K., BANAR M.

Mühendislik Bilimleri ve Tasarım Dergisi , cilt.9, sa.3, ss.758-767, 2021 (Hakemli Dergi)

19. Güvenlik Sistemleri için Silah ve Bıçak Tanıma

IŞIK Ş., ÖZKAN Ş. E., KURT Z.

Afyon Kocatepe University Journal of Sciences and Engineering , cilt.21, ss.565-569, 2021 (Hakemli Dergi)

20. Overview of handcrafted features and deep learning models for leaf recognition

IŞIK Ş., ÖZKAN K.

JOURNAL OF ENGINEERING RESEARCH , cilt.9, sa.1, 2021 (SCI-Expanded)

21. Face Recognition by Using 2D Orthogonal Subspace Projections

ERGİN S., IŞIK Ş., GÜLMEZOĞLU M. B.

TRAITEMENT DU SIGNAL , cilt.38, sa.1, ss.51-60, 2021 (SCI-Expanded)

22. EVALUATION OF DIFFERENT CURVE FITTING MODELS FOR PREDICTION OF MUNICIPAL SOLID WASTE COMPOSITION

ÖZKAN A., ÖZKAN K., IŞIK Ş., BANAR M.

Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi , cilt.27, ss.385-393, 2021 (ESCI) Sürdürülebilir Kalkınma

23. Wheat kernels classification using visible-near infrared camera based on deep learning

ÖZKAN K., SEKE E., IŞIK Ş.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.27, sa.5, ss.618-626, 2021 (ESCI)

24. Spam E-mail Classification Recurrent Neural Networks for Spam E-mail Classification on an Agglutinative Language

IŞIK Ş., KURT Z., ANAGÜN Y., ÖZKAN K.

International Journal of Intelligent Systems and Applications in Engineering , cilt.8, sa.4, ss.221-227, 2020 (Scopus)

25. Dominant point detection based on suboptimal feature selection methods

IŞIK Ş.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.161, 2020 (SCI-Expanded)

26. REAL TIME PEDESTRIAN ALERT SYSTEM FOR VEHICLES

IŞIK Ş., VATANSEVER G., ANAGÜN Y., ÇELİKHAN M., ÖZKAN K.

Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering , cilt.21, sa.3, ss.446-453, 2020 (Hakemli Dergi)

27. Common Vector Approach Based Image Gradients Computation for Edge Detection

IŞIK Ş., ÖZKAN K.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , cilt.11989, ss.408, 2020 (Hakemli Dergi)

28. CVABS: moving object segmentation with common vector approach for videos

IŞIK Ş., ÖZKAN K., Gerek O. N.

IET COMPUTER VISION , cilt.13, sa.8, ss.719-729, 2019 (SCI-Expanded)

29. A heating value estimation of refuse derived fuel using the genetic programming model

ÖZKAN K., IŞIK Ş., Gunkaya Z., Ozkan A., Banar M.

WASTE MANAGEMENT , cilt.100, ss.327-335, 2019 (SCI-Expanded)

30. Identification of wheat kernels by fusion of RGB, SWIR, and VNIR samples

ÖZKAN K., IŞIK Ş., Yavuz B. T.

JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE , cilt.99, sa.11, ss.4977-4984, 2019 (SCI-Expanded) Sürdürülebilir Kalkınma

31. SRLibrary: Comparing different loss functions for super-resolution over various convolutional architectures

ANAGÜN Y., IŞIK Ş., SEKE E.

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION , cilt.61, ss.178-187, 2019 (SCI-Expanded)

32. Common matrix approach-based multispectral image fusion and its application to edge detection

IŞIK Ş., ÖZKAN K.

JOURNAL OF APPLIED REMOTE SENSING , cilt.13, sa.1, 2019 (SCI-Expanded)

33. Biometric person authentication framework using polynomial curve fitting-based ECG feature extraction

Isik Ş., Ozkan K., ERGİN S.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.27, sa.5, ss.3682-3698, 2019 (SCI-Expanded) Sürdürülebilir Kalkınma

34. SWCD: a sliding window and self-regulated learning-based background updating method for change detection in videos

IŞIK Ş., ÖZKAN K., GÜNAL S., GEREK Ö. N.

JOURNAL OF ELECTRONIC IMAGING , cilt.27, sa.2, 2018 (SCI-Expanded)

35. A new subspace based solution to background modelling and change detection

IŞIK Ş., ÖZKAN K., GEREK Ö. N., DOĞAN M.

International Journal of Intelligent Systems and Applications in Engineering , cilt.2016, sa.4, ss.82-86, 2016 (Hakemli Dergi)

36. A Note on Background Subtraction by Utilizing a New Tensor Approach

IŞIK Ş., ÖZKAN K., GEREK Ö. N.

International Journal of Intelligent Systems and Applications in Engineering , cilt.2016, sa.4, ss.87-91, 2016 (Hakemli Dergi)

37. Wheat grain classification by using dense SIFT features with SVM classifier

OLGUN M., Onarcan A. O., Ozkan K., Isik Ş., SEZER O., ÖZGİŞİ K., et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE , ss.185-190, 2016 (SCI-Expanded)

38. A new approach for edge detection in noisy images based on the LPGPCA technique

IŞIK Ş., ÖZKAN K.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.24, sa.4, ss.2789-2805, 2016 (SCI-Expanded)

39. The Principal Component Analysis Method Based Descriptor for Visual Object Classification

KURT Z., ÖZKAN K., IŞIK Ş.

International Journal of Intelligent Systems and Applications in Engineering , cilt.3, sa.3, ss.97, 2015 (Hakemli Dergi)

40. A novel multi-scale and multi-expert edge detector based on common vector approach

ÖZKAN K., IŞIK Ş.

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS , cilt.69, sa.9, ss.1272-1281, 2015 (SCI-Expanded)

41. A Comparative Evaluation of Well known Feature Detectors and Descriptors

IŞIK Ş., ÖZKAN K.

International Journal of Applied Mathematics, Electronics and Computers , cilt.3, sa.1, ss.1, 2015 (Hakemli Dergi)

42. A new classification scheme of plastic wastes based upon recycling labels

ÖZKAN K., ERGİN S., IŞIK Ş., Isikli I.

WASTE MANAGEMENT , cilt.35, ss.29-35, 2015 (SCI-Expanded)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 31

1. Computer-Aided Embryo Quality Determination In Vitro Fertilization (IVF) Treatment

ANAGÜN Y., IŞIK Ş.

16th International Congress on Quality in Healthcare, Accreditation and Patient Safety, Antalya, Türkiye, 22 Mayıs 2022, ss.74, (Özet Bildiri)

2. Hafif Evrimsel Sinir Ağı İle Tırnak Hastalığı Sınıflandırması

IŞIK Ş., CAN Z., ANAGÜN Y., GÜDER O.

16. Uluslararası Sağlıkta Kalite, Akreditasyon Ve Hasta Güvenliği Kongresi, Antalya, Türkiye, 22 - 25 Mayıs 2022, (Özet Bildiri)

3. Artificial Intelligence Based Brain Tumor Diagnosis System

ANAGÜN Y., IŞIK Ş.

Mediterranean International Conference on Research in Applied Sciences, Antalya, Türkiye, 22 Nisan 2022, ss.5-6, (Özet Bildiri)

4. Deep Neural Network Framework for Automatic Brain Tumor Segmentation Using Magnetic Resonance Images

ANAGÜN Y., IŞIK Ş.

Mediterranean International Conference on Research in Applied Sciences, Antalya, Türkiye, 22 Nisan 2022, ss.3-4, (Özet Bildiri)

5. Deep Learning-Based COVID-19 Detection Using Lung Parenchyma CT Scans

Kaya Z., Kurt Z., IŞIK Ş., Koca N., Çiçek S.

International Conference on Computing and Communication Networks, ICCCN 2021, Virtual, Online, 19 - 20 Kasım 2021, cilt.394, ss.261-275, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

6. Common Vector Approach Based Image Gradients Computation for Edge Detection

IŞIK Ş., ÖZKAN K.

Mathemetical Aspects of computer and Information Sciences, İstanbul, Türkiye, 13 - 15 Kasım 2019, cilt.1, (Tam Metin Bildiri)

7. Shallow and Deep Convolutional NeuralNetwork Models for Classification of VNIRWheat Samples

ÖZKAN K., IŞIK Ş., YAVUZ B.

5th INTERNATIONAL CONFERENCE ON ENGINEERING AND NATURAL SCIENCES, Prague, Çek Cumhuriyeti, 12 - 16 Haziran 2019, ss.363-368, (Tam Metin Bildiri)

8. Atık Portakal Kabuklarıyla Altın Adsorpsiyonunun Regresyon Analizi

ÖZKAN K., IŞIK Ş., ÖZKAN A., GÜNKAYA Z., BANAR M.

UKSAY, 25 - 27 Ekim 2018, (Tam Metin Bildiri)

9. Regression Analysis of the Gold Adsorption by Waste Orange Peels

ÖZKAN K., IŞIK Ş., ÖZKAN A., GÜNKAYA Z., BANAR M.

International Symposium on Urban Water and Wastewater Management, 25 - 27 Ekim 2018, (Tam Metin Bildiri)

10. Use of image analysis methods to determine the chlorine content of refuse derived fuel

ÖZKAN A., ÖZKAN K., IŞIK Ş., GÜNKAYA Z., BANAR M.

29th European Conference on Operational Research (EURO2018), Valencia, İspanya, 11 Temmuz 2018, ss.150, (Özet Bildiri)

11. Evaluation of Convolutional Neural Network Features for Malware Detection

ÖZKAN K., IŞIK Ş., Kartal Y.

6th International Symposium on Digital Forensic and Security (ISDFS), Antalya, Türkiye, 22 - 25 Mart 2018, ss.404-407, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

12. Using Movie Posters for Prediction of Box-Office Revenue with Deep Learning Approach

ÖZKAN K., Atak O. N., IŞIK Ş.

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018, (Tam Metin Bildiri)

13. MULTISPECTRAL IMAGE FUSION USING A NEW TENSOR APPROACH

IŞIK Ş., ÖZKAN K., DORDINEJAD G.

International Confererence on Advanced Technology Sciences, 9 - 12 Mayıs 2017, (Tam Metin Bildiri)

14. Prediction of Heating Values of Refuse Derived Fuel from Proximate Analysis Data

ÖZKAN K., IŞIK Ş., ÖZKAN A., GÜNKAYA Z., BANAR M.

5th International Conference on Advanced Technology Sciences, 9 - 12 Mayıs 2017, ss.212-216, (Tam Metin Bildiri)

15. ImageHawk Search Engine: Content Based Image Retrieval System

ÇEVİKALP H., IŞIK Ş.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri)

16. Quality Measurement of Fruits and Vegetables with Near Infrared Camera

Turker D., Sezer R., IŞIK Ş., ÖZKAN K.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri)

17. A note on background subtraction by utilizing a newtensor approach

IŞIK Ş., ÖZKAN K., DOĞAN M., GEREK Ö. N.

3rd International Conference on Advanced Technology & Sciences (ICAT'16), 1 - 03 Eylül 2016, ss.1497-1502, (Tam Metin Bildiri)

18. A NEW SUBSPACE BASED SOLUTION TO BACKGROUND MODELLING ANDCHANGE DETECTION

IŞIK Ş., ÖZKAN K., DOĞAN M., GEREK Ö. N.

3rd International Conference on Advanced Technology & Sciences, 1 - 03 Eylül 2016, (Tam Metin Bildiri)

19. curve fitting modelling for the estimation of silver absorption into biosorbent

ÖZKAN K., ÖZKAN A., IŞIK Ş., ÇOKAYGİL Z., BANAR M.

SYMPOSIUM ON EUROASIAN BIODIVERSITY, 23 - 27 Mayıs 2016, (Özet Bildiri)

20. Multispectral Image Fusion Based on the Common Vector Approach

ÖZKAN K., IŞIK Ş., Dordinejad G.

International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Sinaia, Romanya, 2 - 05 Ağustos 2016, (Tam Metin Bildiri)

21. A new Approach for Speech Denoising

ÖZKAN K., SEKE E., IŞIK Ş.

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.2109-2112, (Tam Metin Bildiri)

22. Comparison of Different Modeling Methods of Copper Adsorption by Modified Orange Peels

Ozkan A., Ozkan K., Isik Ş., Gunkaya Z., Banar M.

16th International Symposium on Environmental Issues and Waste Management in Energy and Mineral Production (SWEMP) / International Symposium on Computer Applications (CAMI), İstanbul, Türkiye, 5 - 07 Ekim 2016, (Tam Metin Bildiri)

23. Spam e mail classification using a new term weighting approach for an agglutinative language

IŞIK Ş., ÖZKAN K., KURT Z.

INTERNATIONAL CONFERENCE ON TECHNOLOGY AND SCİENCES (ICAT'15), Antalya, Türkiye, 4 - 07 Ağustos 2015, ss.34-39, (Tam Metin Bildiri)

24. Prediction for the Solid Waste Composition by use of Different Curve Fitting Models: A Case Study

ÖZKAN K., IŞIK Ş., ÖZKAN A., BANAR M.

International Symposium on Innovations in Intelligent SysTems and Applications (INISTA 2015), Madrid, İspanya, 2 - 04 Eylül 2015, ss.173-178, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

25. Weighted Principal Component Analysis Based Edge Linking

ÖZKAN K., IŞIK Ş.

International Symposium on Innovations in Intelligent SysTems and Applications (INISTA 2015), Madrid, İspanya, 2 - 04 Eylül 2015, ss.70-76, (Tam Metin Bildiri)

26. Edge Linking Using Angle Information

IŞIK Ş., ÖZKAN K.

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.423-426, (Tam Metin Bildiri)

27. The Principal Component Analysis Method Based Descriptor for Visual Object Classification

KURT Z., ÖZKAN K., IŞIK Ş.

İnternational Conference on Advanced Technology & Sciences (ICAT’ 14), Antalya, Türkiye, 12 - 15 Ağustos 2014, ss.33-37, (Tam Metin Bildiri)

28. A Comparative Evaluation of Well known Feature Detectors and Descriptors

IŞIK Ş., ÖZKAN K.

INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGY AND SCIENCES (ICAT’xx14), 12 - 15 Ağustos 2014, ss.26-32, (Tam Metin Bildiri)

29. The Assessment of Feature Selection Methods on Agglutinative Language for Spam Email Detection: A Special Case for Turkish

ERGİN S., IŞIK Ş.

IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Alberobello, İtalya, 23 - 25 Haziran 2014, ss.122-125, (Tam Metin Bildiri)

30. The Investigation on the Effect of Feature Vector Dimension for Spam Email Detection with a New Framework

ERGİN S., IŞIK Ş.

9th Iberian Conference on Information Systems and Technologies (CISTI), Barcelona, İspanya, 18 - 21 Haziran 2014, (Tam Metin Bildiri)

31. A NOVEL MULTI-SCALE AND MULTI-EXPERT EDGE DETECTION METHOD BASED ON COMMON VECTOR APPROACH

IŞIK Ş., ÖZKAN K.

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.1630-1633, (Tam Metin Bildiri)

Metrikler

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

309

H-İndeks (WoS)

Atıf (Scopus)

469

H-İndeks (Scopus)

Atıf (Scholar)

122

H-İndeks (Scholar)

Atıf (TrDizin)

H-İndeks (TrDizin)

Atıf (Diğer Toplam)

Proje

Tez Danışmanlığı

Açık Erişim

BM Sürdürülebilir Kalkınma Amaçları

Yayınlar & Eserler

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

H-İndeks (WoS)

Atıf (Scopus)

H-İndeks (Scopus)

Atıf (Scholar)

H-İndeks (Scholar)

Atıf (TrDizin)

H-İndeks (TrDizin)

Atıf (Diğer Toplam)

Proje

Tez Danışmanlığı

Açık Erişim