Berrin A. Yanikoglu

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 33

Top Topics

Biometric Template

Sentiment Analysis

Hyperspectral Image Classification

Top Venues

CLEF (Working Notes)

Publications

Mehmet Can Yavuz, Berrin A. Yanikoglu
Variational Self-Supervised Contrastive Learning Using Beta Divergence. CoRR (2023)
Sara Atito Ali Ahmed, Mehmet Can Yavuz, Mehmet Umut Sen, Fatih Gulsen, Onur Tutar, Bora Korkmazer, Cesur Samanci, Sabri Sirolu, Rauf Hamid, Ali Ergun Eryurekli, Toghrul Mammadov, Berrin A. Yanikoglu
Comparison and ensemble of 2D and 3D approaches for COVID-19 detection in CT images. Neurocomputing 488 (2022)
Hüseyin Üzen, Muammer Türkoglu, Berrin A. Yanikoglu, Davut Hanbay
Swin-MFINet: Swin transformer based multi-feature integration network for detection of pixel-level surface defects. Expert Syst. Appl. 209 (2022)
Muammer Turkoglu, Berrin A. Yanikoglu, Davut Hanbay
PlantDiseaseNet: convolutional neural network ensemble for plant disease and pest detection. Signal Image Video Process. 16 (2) (2022)
Mehmet Can Yavuz, Berrin A. Yanikoglu
VCL-PL: Semi-Supervised Learning from Noisy Web Data with Variational Contrastive Learning. ICPR (2022)
Mehmet Umut Sen, Verónica Pérez-Rosas, Berrin A. Yanikoglu, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
Multimodal Deception Detection Using Real-Life Trial Data. IEEE Trans. Affect. Comput. 13 (1) (2022)
Sara Atito Ali Ahmed, Cemre Zor, Muhammad Awais, Berrin A. Yanikoglu, Josef Kittler
Deep Convolutional Neural Network Ensembles Using ECOC. IEEE Access 9 (2021)
Figen Beken Fikri, Kemal Oflazer, Berrin A. Yanikoglu
Turkish Dataset for Semantic Textual Similarity. SIU (2021)
Sara Atito Ali Ahmed, Mehmet Can Yavuz, Mehmet Umut Sen, Fatih Gulsen, Onur Tutar, Bora Korkmazer, Cesur Samanci, Sabri Sirolu, Rauf Hamid, Ali Ergun Eryurekli, Toghrul Mammadov, Berrin A. Yanikoglu
COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches. CoRR (2021)
Hasan Alp Boz, Mert Gürkan, Berrin A. Yanikoglu
Keystroke Dynamics Based Biometric Identification. SIU (2020)
Sara Atito Ali Ahmed, Berrin A. Yanikoglu
Relative Attribute Classification with Deep Rank SVM. CoRR (2020)
Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Cemre Zor, Muhammad Awais, Josef Kittler
Skin Lesion Diagnosis with Imbalanced ECOC Ensembles. LOD (2) (2020)
Sara Atito Ali Ahmed, Berrin A. Yanikoglu
Relative Attribute Classification with Deep-RankSVM. ICPR Workshops (2) (2020)
Sara Atito Ali Ahmed, Cemre Zor, Berrin A. Yanikoglu, Muhammad Awais, Josef Kittler
ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles. CoRR (2020)
Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Özgü Göksu, Erchan Aptoula
Skin Lesion Classification With Deep CNN Ensembles. SIU (2020)
Sara Atito Ali Ahmed, Berrin A. Yanikoglu
Within-Network Ensemble for Face Attributes Classification. ICIAP (1) (2019)
Esma F. Bilgin Tasdemir, Berrin A. Yanikoglu
A comparative study of delayed stroke handling approaches in online handwriting. Int. J. Document Anal. Recognit. 22 (1) (2019)
Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula, Ipek Ganiyusufoglu, Aras Yildiz, Kerem Yildirir, Baris Sevilmis, Mehmet Umut Sen
Plant Identification with Deep Learning Ensembles. CLEF (Working Notes) (2018)
Mehmet Umut Sen, Berrin A. Yanikoglu
Document classification of SuDer Turkish news corpora. SIU (2018)
Sara Atito Aly, Berrin A. Yanikoglu
Multi-Label Networks for Face Attributes Classification. ICME Workshops (2018)
AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data. IEEE Geosci. Remote. Sens. Lett. 15 (6) (2018)
Esma F. Bilgin Tasdemir, Berrin A. Yanikoglu
Large vocabulary recognition for online Turkish handwriting with sublexical units. Turkish J. Electr. Eng. Comput. Sci. 26 (5) (2018)
AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data. CoRR (2017)
Rahim Dehkharghani, Berrin A. Yanikoglu, Yücel Saygin, Kemal Oflazer
Sentiment analysis in Turkish at different granularity levels. Nat. Lang. Eng. 23 (4) (2017)
Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula
Plant Identification with Large Number of Classes: SabanciU-GebzeTU System in PlantCLEF 2017. CLEF (Working Notes) (2017)
Muhammet Yildiz, Berrin A. Yanikoglu, Alisher Kholmatov, Alper Kanak, Umut Uludag
Biometric Layering with Fingerprints: Template Security and Privacy Through Multi-Biometric Template Fusion. Comput. J. 60 (4) (2017)
Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula
Plant identification using deep neural networks via optimization of transfer learning parameters. Neurocomputing 235 (2017)
Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula
Open-set Plant Identification Using an Ensemble of Deep Convolutional Neural Networks. CLEF (Working Notes) (2016)
Erchan Aptoula, Murat Can Ozdemir, Berrin A. Yanikoglu
Deep Learning With Attribute Profiles for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13 (12) (2016)
Rahim Dehkharghani, Yücel Saygin, Berrin A. Yanikoglu, Kemal Oflazer
SentiTurkNet: a Turkish polarity lexicon for sentiment analysis. Lang. Resour. Evaluation 50 (3) (2016)
Mustafa Berkay Yilmaz, Berrin A. Yanikoglu
Score level fusion of classifiers in off-line signature verification. Inf. Fusion 32 (2016)
Murat Can Ozdemir, Erchan Aptoula, Berrin A. Yanikoglu
Fruit detection with binary partition trees. SIU (2016)
Cemre Zor, Berrin A. Yanikoglu, Erinc Merdivan, Terry Windeatt, Josef Kittler, Ethem Alpaydin
BeamECOC: A local search for the optimization of the ECOC matrix. ICPR (2016)
Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula, Ozlem Muslu, Murat Can Ozdemir
Sabanci-Okan System in LifeCLEF 2015 Plant Identification Competition. CLEF (Working Notes) (2015)
Caglar Tirkaz, Jacob Eisenstein, T. Metin Sezgin, Berrin A. Yanikoglu
Identifying visual attributes for object recognition from text and taxonomy. Comput. Vis. Image Underst. 137 (2015)
Amir Abbas Davari, Erchan Aptoula, Berrin A. Yanikoglu
On the effect of synthetic morphological feature vectors on hyperspectral image classification performance. SIU (2015)
Berrin A. Yanikoglu, S. Tolga Yildiran, Caglar Tirkaz, Erchan Aptoula
Sabanci-Okan System at LifeCLEF 2014 Plant Identication Competition. CLEF (Working Notes) (2014)
Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz
Automatic plant identification from photographs. Mach. Vis. Appl. 25 (6) (2014)
S. Tolga Yildiran, Berrin A. Yanikoglu, Erhan Abdullah
Plant identification using local invariants. SIU (2014)
Berrin A. Yanikoglu, Erchan Aptoula, S. Tolga Yildiran
Sabanci-Okan System at ImageClef 2013 Plant Identification Competition. CLEF (Working Notes) (2013)
Berkay Topcu, Hakan Erdogan, Cagatay Karabat, Berrin A. Yanikoglu
BioHashing with Fingerprint Spectral Minutiae. BIOSIG (2013)
Erchan Aptoula, Berrin A. Yanikoglu
Morphological features for leaf based plant recognition. ICIP (2013)
Gizem Gezici, Rahim Dehkharghani, Berrin A. Yanikoglu, Dilek Tapucu, Yücel Saygin
SU-Sentilab : A Classification System for Sentiment Analysis in Twitter. SemEval@NAACL-HLT (2013)
Nesma Houmani, Aurélien Mayoue, Sonia Garcia-Salicetti, Bernadette Dorizzi, Mahmoud I. Khalil, M. N. Moustafa, Hazem M. Abbas, Daigo Muramatsu, Berrin A. Yanikoglu, Alisher Kholmatov, Marcos Martinez-Diaz, Julian Fiérrez, Javier Ortega-Garcia, Josep Roure Alcobé, Joan Fabregas, Marcos Faúndez-Zanuy, Juan Manuel Pascual-Gaspar, Valentín Cardeñoso-Payo, Carlos Vivaracho-Pascual
BioSecure signature evaluation campaign (BSEC'2009): Evaluating online signature algorithms depending on the quality of signatures. Pattern Recognit. 45 (3) (2012)
Mus'ab Husaini, Ahmet Koçyigit, Dilek Tapucu, Berrin A. Yanikoglu, Yücel Saygin
An Aspect-Lexicon Creation and Evaluation Tool for Sentiment Analysis Researchers. ECML/PKDD (2) (2012)
Mustafa Berkay Yilmaz, Berrin A. Yanikoglu
Effect of alignment and multiple-scale features in offline signature verification. SIU (2012)
Caglar Tirkaz, Berrin A. Yanikoglu, T. Metin Sezgin
Sketched symbol recognition with auto-completion. Pattern Recognit. 45 (11) (2012)
Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz
Sabanci-Okan System at ImageClef 2012: Combining Features and Classifiers for Plant Identification. CLEF (Online Working Notes/Labs/Workshop) (2012)
Rahim Dehkharghani, Berrin A. Yanikoglu, Dilek Tapucu, Yücel Saygin
Adaptation and Use of Subjectivity Lexicons for Domain Dependent Sentiment Classification. ICDM Workshops (2012)
Gizem Gezici, Berrin A. Yanikoglu, Dilek Tapucu, Yücel Saygin
New Features for Sentiment Analysis: Do Sentences Matter? SDAD@ECML/PKDD (2012)
Caglar Tirkaz, Berrin A. Yanikoglu, T. Metin Sezgin
Memory conscious sketched symbol recognition. ICPR (2012)
Gülsen Demiröz, Berrin A. Yanikoglu, Dilek Tapucu, Yücel Saygin
Learning Domain-Specific Polarity Lexicons. ICDM Workshops (2012)
Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz
Sabanci-Okan System at ImageClef 2011: Plant Identification Task. CLEF (Notebook Papers/Labs/Workshop) (2011)
Nesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi, Jugurta Montalvão, Jânio Coutinho Canuto, Marcus V. A. Andrade, Yu Qiao, Xingxing Wang, Tobias Scheidat, Andrey Makrushin, Daigo Muramatsu, Joanna Putz-Leszczynska, Michal Kudelski, Marcos Faúndez-Zanuy, Juan Manuel Pascual-Gaspar, Valentín Cardeñoso-Payo, Carlos Vivaracho-Pascual, Enrique Argones-Rúa, José Luis Alba-Castro, Alisher Kholmatov, Berrin A. Yanikoglu
BioSecure Signature Evaluation Campaign (ESRA'2011): evaluating systems on quality-based categories of skilled forgeries. IJCB (2011)
Hanife Kebapci, Berrin A. Yanikoglu, Gözde B. Ünal
Plant Image Retrieval Using Color, Shape and Texture Features. Comput. J. 54 (9) (2011)
Mustafa Berkay Yilmaz, Berrin A. Yanikoglu, Caglar Tirkaz, Alisher Kholmatov
Offline signature verification using classifier combination of HOG and LBP features. IJCB (2011)
Mehmet Celik, Berrin A. Yanikoglu
Probabilistic Mathematical Formula Recognition Using a 2D Context-Free Graph Grammar. ICDAR (2011)
Cemre Zor, Berrin A. Yanikoglu, Terry Windeatt, Ethem Alpaydin
FLIP-ECOC: A Greedy Optimization of the ECOC Matrix. ISCIS (2010)
Hanife Kebapci, Berrin A. Yanikoglu, Gozde B. Unal
Plant image retrieval using color and texture features. ISCIS (2009)
Alisher Kholmatov, Berrin A. Yanikoglu
SUSIG: an on-line signature database, associated protocols and benchmark results. Pattern Anal. Appl. 12 (3) (2009)
Berrin A. Yanikoglu, Alisher Kholmatov
Online Signature Verification Using Fourier Descriptors. EURASIP J. Adv. Signal Process. 2009 (2009)
Claus Vielhauer, Berrin A. Yanikoglu, Sonia Garcia-Salicetti, Richard M. Guest, Stephen J. Elliott
Guest Editorial: Special Section on Biometrics: Advances in Security, Usability, and Interoperability. J. Electronic Imaging 17 (1) (2008)
Alisher Kholmatov, Berrin A. Yanikoglu
Realization of correlation attack against the fuzzy vault scheme. Security, Forensics, Steganography, and Watermarking of Multimedia Contents (2008)
Xiaofan Lin, Berrin A. Yanikoglu
Front Matter: Volume 6500. DRR (2007)
Hakan Büyükbayrak, Berrin A. Yanikoglu, Aytül Erçil
Online handwritten mathematical expression recognition. DRR (2007)
Alisher Kholmatov, Berrin A. Yanikoglu
Biometric Cryptosystem Using Online Signatures. ISCIS (2006)
Esra Vural, Hakan Erdogan, Kemal Oflazer, Berrin A. Yanikoglu
An online handwriting recognition system for Turkish. DRR (2005)
Alisher Kholmatov, Berrin A. Yanikoglu
Identity authentication using improved online signature verification method. Pattern Recognit. Lett. 26 (15) (2005)
Alisher Kholmatov, Berrin A. Yanikoglu
Biometric Authentication Using Online Signatures. ISCIS (2004)
Zerrin Isik, Berrin A. Yanikoglu, Osman Ugur Sezerman
Protein Structural Class Determination Using Support Vector Machines. ISCIS (2004)
Berrin A. Yanikoglu, Alisher Kholmatov
Turkish handwritten text recognition: a case of agglutinative languages. DRR (2003)
Berrin A. Yanikoglu, Burak Erman
Minimum Energy Configurations of the 2-Dimensional HP-Model of Proteins by Self-Organizing Networks. J. Comput. Biol. 9 (4) (2002)
Berrin A. Yanikoglu
Pitch-based segmentation and recognition of dot-matrix text. Int. J. Document Anal. Recognit. 3 (1) (2000)
Berrin A. Yanikoglu, Peter A. Sandon
Segmentation of off-line cursive handwriting using linear programming. Pattern Recognit. 31 (12) (1998)
Berrin A. Yanikoglu, Luc Vincent
Pink Panther: A Complete Environment For Ground-Truthing And Benchmarking Document Page Segmentation. Pattern Recognit. 31 (9) (1998)
Berrin A. Yanikoglu, Luc Vincent
Ground-truthing and benchmarking document page segmentation. ICDAR (1995)
Berrin A. Yanikoglu, Peter A. Sandon
Recognizing off-line cursive handwriting. CVPR (1994)