Berrin A. Yanikoglu

Orcid: 0000-0001-7403-7592

According to our database1, Berrin A. Yanikoglu authored at least 79 papers between 1994 and 2023.

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Bibliography

2023
Variational Self-Supervised Contrastive Learning Using Beta Divergence.
CoRR, 2023

2022
Multimodal Deception Detection Using Real-Life Trial Data.
IEEE Trans. Affect. Comput., 2022

PlantDiseaseNet: convolutional neural network ensemble for plant disease and pest detection.
Signal Image Video Process., 2022

Comparison and ensemble of 2D and 3D approaches for COVID-19 detection in CT images.
Neurocomputing, 2022

Swin-MFINet: Swin transformer based multi-feature integration network for detection of pixel-level surface defects.
Expert Syst. Appl., 2022

VCL-PL: Semi-Supervised Learning from Noisy Web Data with Variational Contrastive Learning.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches.
CoRR, 2021

Deep Convolutional Neural Network Ensembles Using ECOC.
IEEE Access, 2021

YFCC-CelebA Face Attributes Datasets.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Turkish Dataset for Semantic Textual Similarity.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020
Relative Attribute Classification with Deep Rank SVM.
CoRR, 2020

ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles.
CoRR, 2020

Keystroke Dynamics Based Biometric Identification.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Skin Lesion Classification With Deep CNN Ensembles.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Skin Lesion Diagnosis with Imbalanced ECOC Ensembles.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Relative Attribute Classification with Deep-RankSVM.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
A comparative study of delayed stroke handling approaches in online handwriting.
Int. J. Document Anal. Recognit., 2019

Within-Network Ensemble for Face Attributes Classification.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data.
IEEE Geosci. Remote. Sens. Lett., 2018

Large vocabulary recognition for online Turkish handwriting with sublexical units.
Turkish J. Electr. Eng. Comput. Sci., 2018

Document classification of SuDer Turkish news corpora.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Multi-Label Networks for Face Attributes Classification.
Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

Plant Identification with Deep Learning Ensembles.
Proceedings of the Working Notes of CLEF 2018, 2018

2017
Sentiment analysis in Turkish at different granularity levels.
Nat. Lang. Eng., 2017

Plant identification using deep neural networks via optimization of transfer learning parameters.
Neurocomputing, 2017

Biometric Layering with Fingerprints: Template Security and Privacy Through Multi-Biometric Template Fusion.
Comput. J., 2017

Plant Identification with Large Number of Classes: SabanciU-GebzeTU System in PlantCLEF 2017.
Proceedings of the Working Notes of CLEF 2017, 2017

2016
SentiTurkNet: a Turkish polarity lexicon for sentiment analysis.
Lang. Resour. Evaluation, 2016

Deep Learning With Attribute Profiles for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2016

Score level fusion of classifiers in off-line signature verification.
Inf. Fusion, 2016

Fruit detection with binary partition trees.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

BeamECOC: A local search for the optimization of the ECOC matrix.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Open-set Plant Identification Using an Ensemble of Deep Convolutional Neural Networks.
Proceedings of the Working Notes of CLEF 2016, 2016

2015
Sentiment Analysis Using Domain-Adaptation and Sentence-Based Analysis.
Proceedings of the Advances in Social Media Analysis, 2015

Identifying visual attributes for object recognition from text and taxonomy.
Comput. Vis. Image Underst., 2015

On the effect of synthetic morphological feature vectors on hyperspectral image classification performance.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Sabanci-Okan System in LifeCLEF 2015 Plant Identification Competition.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
Automatic plant identification from photographs.
Mach. Vis. Appl., 2014

Plant identification using local invariants.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Sabanci-Okan System at LifeCLEF 2014 Plant Identication Competition.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013
SU-Sentilab : A Classification System for Sentiment Analysis in Twitter.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Morphological features for leaf based plant recognition.
Proceedings of the IEEE International Conference on Image Processing, 2013

Sabanci-Okan System at ImageClef 2013 Plant Identification Competition.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

BioHashing with Fingerprint Spectral Minutiae.
Proceedings of the 2013 BIOSIG, 2013

2012
Sketched symbol recognition with auto-completion.
Pattern Recognit., 2012

BioSecure signature evaluation campaign (BSEC'2009): Evaluating online signature algorithms depending on the quality of signatures.
Pattern Recognit., 2012

Effect of alignment and multiple-scale features in offline signature verification.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

An Aspect-Lexicon Creation and Evaluation Tool for Sentiment Analysis Researchers.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

New Features for Sentiment Analysis: Do Sentences Matter?
Proceedings of the 1st International Workshop on Sentiment Discovery from Affective Data, 2012

Memory conscious sketched symbol recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Learning Domain-Specific Polarity Lexicons.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Adaptation and Use of Subjectivity Lexicons for Domain Dependent Sentiment Classification.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Sabanci-Okan System at ImageClef 2012: Combining Features and Classifiers for Plant Identification.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011
Bias-Variance Analysis of ECOC and Bagging Using Neural Nets.
Proceedings of the Ensembles in Machine Learning Applications, 2011

Plant Image Retrieval Using Color, Shape and Texture Features.
Comput. J., 2011

Probabilistic Mathematical Formula Recognition Using a 2D Context-Free Graph Grammar.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Offline signature verification using classifier combination of HOG and LBP features.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011


Sabanci-Okan System at ImageClef 2011: Plant Identification Task.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010
FLIP-ECOC: A Greedy Optimization of the ECOC Matrix.
Proceedings of the Computer and Information Sciences, 2010

2009
SUSIG: an on-line signature database, associated protocols and benchmark results.
Pattern Anal. Appl., 2009

Online Signature Verification Using Fourier Descriptors.
EURASIP J. Adv. Signal Process., 2009

Plant image retrieval using color and texture features.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

2008
Guest Editorial: Special Section on Biometrics: Advances in Security, Usability, and Interoperability.
J. Electronic Imaging, 2008

Realization of correlation attack against the fuzzy vault scheme.
Proceedings of the Security, 2008

2007
Front Matter: Volume 6500.
Proceedings of the Document Recognition and Retrieval XIV, San Jose, California, USA, January 30, 2007

Online handwritten mathematical expression recognition.
Proceedings of the Document Recognition and Retrieval XIV, San Jose, California, USA, January 30, 2007

2006
Biometric Cryptosystem Using Online Signatures.
Proceedings of the Computer and Information Sciences, 2006

2005
Identity authentication using improved online signature verification method.
Pattern Recognit. Lett., 2005

An online handwriting recognition system for Turkish.
Proceedings of the Document Recognition and Retrieval XII, 2005

2004
Biometric Authentication Using Online Signatures.
Proceedings of the Computer and Information Sciences, 2004

Protein Structural Class Determination Using Support Vector Machines.
Proceedings of the Computer and Information Sciences, 2004

2003
Turkish handwritten text recognition: a case of agglutinative languages.
Proceedings of the Document Recognition and Retrieval X, 2003

2002
Minimum Energy Configurations of the 2-Dimensional HP-Model of Proteins by Self-Organizing Networks.
J. Comput. Biol., 2002

2000
Pitch-based segmentation and recognition of dot-matrix text.
Int. J. Document Anal. Recognit., 2000

1998
Pink Panther: A Complete Environment For Ground-Truthing And Benchmarking Document Page Segmentation.
Pattern Recognit., 1998

Segmentation of off-line cursive handwriting using linear programming.
Pattern Recognit., 1998

1995
Ground-truthing and benchmarking document page segmentation.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

1994
Recognizing off-line cursive handwriting.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994


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