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Berrin A. Yanikoglu
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2020 – today
- 2024
- [j28]Figen Beken Fikri
, Kemal Oflazer
, Berrin Yanikoglu:
Abstractive summarization with deep reinforcement learning using semantic similarity rewards. Nat. Lang. Eng. 30(3): 554-576 (2024) - [c54]Somaiyeh Dehghan, Berrin Yanikoglu:
Evaluating ChatGPT's Ability to Detect Hate Speech in Turkish Tweets. CASE 2024: 54-59 - [c53]Gökçe Uludogan
, Somaiyeh Dehghan, Inanç Arin, Elif Erol, Berrin Yanikoglu, Arzucan Özgür:
Overview of the Hate Speech Detection in Turkish and Arabic Tweets (HSD-2Lang) Shared Task at CASE 2024. CASE 2024: 229-233 - [c52]Somaiyeh Dehghan, Berrin Yanikoglu:
Multi-domain Hate Speech Detection Using Dual Contrastive Learning and Paralinguistic Features. LREC/COLING 2024: 11745-11755 - [c51]Mehmet Can Yavuz, Berrin Yanikoglu:
Self-Supervised Variational Contrastive Learning with Applications to Face Understanding. FG 2024: 1-9 - [i8]Ege Aktemur, Ege Zorlutuna, Kaan Bilgili, Tacettin Emre Bok, Berrin Yanikoglu, Suha Orhun Mutluergil:
Going Forward-Forward in Distributed Deep Learning. CoRR abs/2404.08573 (2024) - 2023
- [c50]Inanç Arin, Zeynep Isik, Seçilay Kutal, Somaiyeh Dehghan, Arzucan Özgür
, Berrin Yanikoglu:
SIU2023-NST - Hate Speech Detection Contest. SIU 2023: 1-4 - [c49]Halil Ibrahim Ergül, Aysecan Terzioglu, Murat Tercan, Berrin Yanikoglu, Inanç Arin:
LDA Topic Modeling on Twitter Data Concerning Immigrants and Refugees. SIU 2023: 1-4 - [e3]Berrin Yanikoglu, Wray L. Buntine:
Asian Conference on Machine Learning, ACML 2023, 11-14 November 2023, Istanbul, Turkey. Proceedings of Machine Learning Research 222, PMLR 2023 [contents] - [i7]Firat Kizilirmak, Berrin Yanikoglu:
CNN-BiLSTM model for English Handwriting Recognition: Comprehensive Evaluation on the IAM Dataset. CoRR abs/2307.00664 (2023) - [i6]Mehmet Can Yavuz, Berrin A. Yanikoglu:
Variational Self-Supervised Contrastive Learning Using Beta Divergence. CoRR abs/2312.00824 (2023) - 2022
- [j27]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: 118269 (2022) - [j26]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: 457-469 (2022) - [j25]Muammer Turkoglu
, Berrin A. Yanikoglu, Davut Hanbay:
PlantDiseaseNet: convolutional neural network ensemble for plant disease and pest detection. Signal Image Video Process. 16(2): 301-309 (2022) - [j24]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): 306-319 (2022) - [c48]Mehmet Can Yavuz, Berrin A. Yanikoglu:
VCL-PL: Semi-Supervised Learning from Noisy Web Data with Variational Contrastive Learning. ICPR 2022: 740-747 - [c47]Fatih Beyhan, Buse Çarik, Inanç Arin, Aysecan Terzioglu, Berrin Yanikoglu, Reyyan Yeniterzi:
A Turkish Hate Speech Dataset and Detection System. LREC 2022: 4177-4185 - [i5]Ehsan Nowroozi, Yassine Mekdad, Mauro Conti, Simone Milani, A. Selcuk Uluagac, Berrin Yanikoglu:
Real or Virtual: A Video Conferencing Background Manipulation-Detection System. CoRR abs/2204.11853 (2022) - 2021
- [j23]Sara Atito Ali Ahmed
, Cemre Zor
, Muhammad Awais
, Berrin A. Yanikoglu
, Josef Kittler
:
Deep Convolutional Neural Network Ensembles Using ECOC. IEEE Access 9: 86083-86095 (2021) - [c46]Koo Sie Min, Mohd Asyraf Zulkifley, Berrin Yanikoglu, Nor Azwan Mohamed Kamari:
Apex Frame Spotting Using Convolutional Neural Networks with Continuous Labeling. RoViSP 2021: 834-839 - [c45]Figen Beken Fikri, Kemal Oflazer
, Berrin A. Yanikoglu:
Turkish Dataset for Semantic Textual Similarity. SIU 2021: 1-4 - [c44]Mehmet Can Yavuz, Sara Atito Ali Ahmed, Mehmet Efe Kisaaga, Hasan Ocak, Berrin A. Yanikoglu:
YFCC-CelebA Face Attributes Datasets. SIU 2021: 1-4 - [i4]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 abs/2105.08506 (2021) - 2020
- [c43]Sara Atito Ali Ahmed
, Berrin A. Yanikoglu
:
Relative Attribute Classification with Deep-RankSVM. ICPR Workshops (2) 2020: 659-671 - [c42]Sara Atito Ali Ahmed
, Berrin A. Yanikoglu
, Cemre Zor
, Muhammad Awais
, Josef Kittler
:
Skin Lesion Diagnosis with Imbalanced ECOC Ensembles. LOD (2) 2020: 292-303 - [c41]Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Özgü Göksu, Erchan Aptoula:
Skin Lesion Classification With Deep CNN Ensembles. SIU 2020: 1-4 - [c40]Hasan Alp Boz, Mert Gürkan, Berrin A. Yanikoglu:
Keystroke Dynamics Based Biometric Identification. SIU 2020: 1-4 - [i3]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 abs/2009.02961 (2020) - [i2]Sara Atito Ali Ahmed, Berrin A. Yanikoglu:
Relative Attribute Classification with Deep Rank SVM. CoRR abs/2009.07717 (2020)
2010 – 2019
- 2019
- [j22]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): 15-28 (2019) - [c39]Sara Atito Ali Ahmed
, Berrin A. Yanikoglu
:
Within-Network Ensemble for Face Attributes Classification. ICIAP (1) 2019: 466-476 - 2018
- [j21]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): 2218-2233 (2018) - [j20]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): 942-946 (2018) - [c38]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 - [c37]Sara Atito Aly, Berrin A. Yanikoglu
:
Multi-Label Networks for Face Attributes Classification. ICME Workshops 2018: 1-6 - [c36]Mehmet Umut Sen, Berrin A. Yanikoglu
:
Document classification of SuDer Turkish news corpora. SIU 2018: 1-4 - 2017
- [j19]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): 573-587 (2017) - [j18]Mostafa Mehdipour-Ghazi
, Berrin A. Yanikoglu
, Erchan Aptoula
:
Plant identification using deep neural networks via optimization of transfer learning parameters. Neurocomputing 235: 228-235 (2017) - [j17]Rahim Dehkharghani, Berrin A. Yanikoglu
, Yücel Saygin, Kemal Oflazer
:
Sentiment analysis in Turkish at different granularity levels. Nat. Lang. Eng. 23(4): 535-559 (2017) - [c35]Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula:
Plant Identification with Large Number of Classes: SabanciU-GebzeTU System in PlantCLEF 2017. CLEF (Working Notes) 2017 - [i1]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 abs/1712.04778 (2017) - 2016
- [j16]Mustafa Berkay Yilmaz
, Berrin A. Yanikoglu
:
Score level fusion of classifiers in off-line signature verification. Inf. Fusion 32: 109-119 (2016) - [j15]Erchan Aptoula
, Murat Can Ozdemir, Berrin A. Yanikoglu
:
Deep Learning With Attribute Profiles for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(12): 1970-1974 (2016) - [j14]Rahim Dehkharghani, Yücel Saygin, Berrin A. Yanikoglu
, Kemal Oflazer
:
SentiTurkNet: a Turkish polarity lexicon for sentiment analysis. Lang. Resour. Evaluation 50(3): 667-685 (2016) - [c34]Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula:
Open-set Plant Identification Using an Ensemble of Deep Convolutional Neural Networks. CLEF (Working Notes) 2016: 518-524 - [c33]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: 198-203 - [c32]Murat Can Ozdemir, Erchan Aptoula
, Berrin A. Yanikoglu
:
Fruit detection with binary partition trees. SIU 2016: 1685-1688 - 2015
- [j13]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: 12-23 (2015) - [c31]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 - [c30]Amir Abbas Davari
, Erchan Aptoula
, Berrin A. Yanikoglu
:
On the effect of synthetic morphological feature vectors on hyperspectral image classification performance. SIU 2015: 653-656 - [p2]Gizem Gezici
, Berrin A. Yanikoglu
, Dilek Tapucu, Yücel Saygin:
Sentiment Analysis Using Domain-Adaptation and Sentence-Based Analysis. Advances in Social Media Analysis 2015: 45-64 - 2014
- [j12]Berrin A. Yanikoglu
, Erchan Aptoula
, Caglar Tirkaz:
Automatic plant identification from photographs. Mach. Vis. Appl. 25(6): 1369-1383 (2014) - [c29]Berrin A. Yanikoglu, S. Tolga Yildiran, Caglar Tirkaz, Erchan Aptoula:
Sabanci-Okan System at LifeCLEF 2014 Plant Identication Competition. CLEF (Working Notes) 2014: 771-777 - [c28]S. Tolga Yildiran, Berrin A. Yanikoglu
, Erhan Abdullah:
Plant identification using local invariants. SIU 2014: 2094-2097 - 2013
- [c27]Berkay Topcu, Hakan Erdogan, Cagatay Karabat, Berrin A. Yanikoglu:
BioHashing with Fingerprint Spectral Minutiae. BIOSIG 2013: 305-312 - [c26]Berrin A. Yanikoglu, Erchan Aptoula, S. Tolga Yildiran:
Sabanci-Okan System at ImageClef 2013 Plant Identification Competition. CLEF (Working Notes) 2013 - [c25]Erchan Aptoula
, Berrin A. Yanikoglu
:
Morphological features for leaf based plant recognition. ICIP 2013: 1496-1499 - [c24]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: 471-477 - 2012
- [j11]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): 993-1003 (2012) - [j10]Caglar Tirkaz, Berrin A. Yanikoglu
, T. Metin Sezgin
:
Sketched symbol recognition with auto-completion. Pattern Recognit. 45(11): 3926-3937 (2012) - [c23]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 - [c22]Rahim Dehkharghani, Berrin A. Yanikoglu
, Dilek Tapucu, Yücel Saygin:
Adaptation and Use of Subjectivity Lexicons for Domain Dependent Sentiment Classification. ICDM Workshops 2012: 669-673 - [c21]Gülsen Demiröz
, Berrin A. Yanikoglu
, Dilek Tapucu, Yücel Saygin:
Learning Domain-Specific Polarity Lexicons. ICDM Workshops 2012: 674-679 - [c20]Caglar Tirkaz, Berrin A. Yanikoglu, T. Metin Sezgin:
Memory conscious sketched symbol recognition. ICPR 2012: 314-317 - [c19]Gizem Gezici, Berrin A. Yanikoglu, Dilek Tapucu, Yücel Saygin:
New Features for Sentiment Analysis: Do Sentences Matter? SDAD@ECML/PKDD 2012: 5-15 - [c18]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: 804-807 - [c17]Mustafa Berkay Yilmaz
, Berrin A. Yanikoglu
:
Effect of alignment and multiple-scale features in offline signature verification. SIU 2012: 1-4 - 2011
- [j9]Hanife Kebapci, Berrin A. Yanikoglu
, Gözde B. Ünal
:
Plant Image Retrieval Using Color, Shape and Texture Features. Comput. J. 54(9): 1475-1490 (2011) - [c16]Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz:
Sabanci-Okan System at ImageClef 2011: Plant Identification Task. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c15]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: 1-10 - [c14]Mustafa Berkay Yilmaz
, Berrin A. Yanikoglu
, Caglar Tirkaz, Alisher Kholmatov:
Offline signature verification using classifier combination of HOG and LBP features. IJCB 2011: 1-7 - [c13]Mehmet Celik, Berrin A. Yanikoglu
:
Probabilistic Mathematical Formula Recognition Using a 2D Context-Free Graph Grammar. ICDAR 2011: 161-166 - [p1]Cemre Zor
, Terry Windeatt
, Berrin A. Yanikoglu
:
Bias-Variance Analysis of ECOC and Bagging Using Neural Nets. Ensembles in Machine Learning Applications 2011: 59-73 - 2010
- [c12]Cemre Zor
, Berrin A. Yanikoglu
, Terry Windeatt
, Ethem Alpaydin
:
FLIP-ECOC: A Greedy Optimization of the ECOC Matrix. ISCIS 2010: 149-154
2000 – 2009
- 2009
- [j8]Berrin A. Yanikoglu
, Alisher Kholmatov:
Online Signature Verification Using Fourier Descriptors. EURASIP J. Adv. Signal Process. 2009 (2009) - [j7]Alisher Kholmatov, Berrin A. Yanikoglu
:
SUSIG: an on-line signature database, associated protocols and benchmark results. Pattern Anal. Appl. 12(3): 227-236 (2009) - [c11]Hanife Kebapci, Berrin A. Yanikoglu
, Gozde B. Unal
:
Plant image retrieval using color and texture features. ISCIS 2009: 82-87 - 2008
- [j6]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): 011001 (2008) - [c10]Alisher Kholmatov, Berrin A. Yanikoglu
:
Realization of correlation attack against the fuzzy vault scheme. Security, Forensics, Steganography, and Watermarking of Multimedia Contents 2008: 68190O - [e2]Berrin A. Yanikoglu, Kathrin Berkner:
Document Recognition and Retrieval XV, part of the IS&T-SPIE Electronic Imaging Symposium, San Jose, CA, USA, January 29-31, 2008. Proceedings. SPIE Proceedings 6815, SPIE 2008, ISBN 978-0-8194-6987-8 [contents] - 2007
- [c9]Hakan Büyükbayrak, Berrin A. Yanikoglu
, Aytül Erçil:
Online handwritten mathematical expression recognition. DRR 2007: 65000F - [c8]Xiaofan Lin, Berrin A. Yanikoglu:
Front Matter: Volume 6500. DRR 2007: 650001 - [e1]Xiaofan Lin, Berrin A. Yanikoglu:
Document Recognition and Retrieval XIV, San Jose, California, USA, January 30 - February 1, 2007. SPIE Proceedings 6500, SPIE 2007, ISBN 978-0-8194-6613-6 [contents] - 2006
- [c7]Alisher Kholmatov, Berrin A. Yanikoglu
:
Biometric Cryptosystem Using Online Signatures. ISCIS 2006: 981-990 - 2005
- [j5]Alisher Kholmatov, Berrin A. Yanikoglu
:
Identity authentication using improved online signature verification method. Pattern Recognit. Lett. 26(15): 2400-2408 (2005) - [c6]Esra Vural, Hakan Erdogan, Kemal Oflazer
, Berrin A. Yanikoglu
:
An online handwriting recognition system for Turkish. DRR 2005: 56-65 - 2004
- [c5]Zerrin Isik
, Berrin A. Yanikoglu
, Osman Ugur Sezerman
:
Protein Structural Class Determination Using Support Vector Machines. ISCIS 2004: 82-89 - [c4]Alisher Kholmatov, Berrin A. Yanikoglu
:
Biometric Authentication Using Online Signatures. ISCIS 2004: 373-380 - 2003
- [c3]Berrin A. Yanikoglu
, Alisher Kholmatov:
Turkish handwritten text recognition: a case of agglutinative languages. DRR 2003: 227-233 - 2002
- [j4]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): 613-620 (2002) - 2000
- [j3]Berrin A. Yanikoglu
:
Pitch-based segmentation and recognition of dot-matrix text. Int. J. Document Anal. Recognit. 3(1): 34-39 (2000)
1990 – 1999
- 1998
- [j2]Berrin A. Yanikoglu
, Luc Vincent:
Pink Panther: A Complete Environment For Ground-Truthing And Benchmarking Document Page Segmentation. Pattern Recognit. 31(9): 1191-1204 (1998) - [j1]Berrin A. Yanikoglu
, Peter A. Sandon:
Segmentation of off-line cursive handwriting using linear programming. Pattern Recognit. 31(12): 1825-1833 (1998) - 1995
- [c2]Berrin A. Yanikoglu
, Luc Vincent:
Ground-truthing and benchmarking document page segmentation. ICDAR 1995: 601-604 - 1994
- [c1]Berrin A. Yanikoglu
, Peter A. Sandon:
Recognizing off-line cursive handwriting. CVPR 1994: 397-403
Coauthor Index
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