Olcay Taner Yildiz

CoRR, 2024

Decoding Emotional Dynamics: A Comparative Analysis of Contextual and Non-Contextual Models in Sentiment Analysis of Turkish Couple Dialogues.

[BibT_eX]

[DOI]

IEEE Access, 2024

Comparison of Machine Learning Algorithms and Large Language Models for Product Categorization.

[BibT_eX]

[DOI]

Abdullah Ihsanoglu

Mounes Zaval

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2023

A CCGbank for Turkish: From Dependency to CCG.

[BibT_eX]

[DOI]

Asli Kuzgun

Oguz Kerem Yildiz

Proceedings of the 12th Global Wordnet Conference, 2023

StarNet: A WordNet Editor Interface.

[BibT_eX]

[DOI]

Oguzhan Kuyrukçu

Ezgi Saniyar

Proceedings of the 12th Global Wordnet Conference, 2023

ORTPiece: An ORT-Based Turkish Image Captioning Network Based on Transformers and WordPiece.

[BibT_eX]

[DOI]

Asim Ersoy

Sedat Özer

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

CheckMate: English Grammatical Error Correction for Native Turkish Speakers.

[BibT_eX]

[DOI]

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Point of Sale Fraud Detection Methods via Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

2022

Evaluating the English-Turkish parallel treebank for machine translation.

[BibT_eX]

[DOI]

Onur Görgün

Turkish J. Electr. Eng. Comput. Sci., January, 2022

A Learning-Based Dependency to Constituency Conversion Algorithm for the Turkish Language.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

2021

HisNet: A Polarity Lexicon based on WordNet for Emotion Analysis.

[BibT_eX]

[DOI]

Proceedings of the 11th Global Wordnet Conference, 2021

Building the Turkish FrameNet.

[BibT_eX]

[DOI]

Proceedings of the 11th Global Wordnet Conference, 2021

Turkish WordNet KeNet.

[BibT_eX]

[DOI]

Proceedings of the 11th Global Wordnet Conference, 2021

Creating Domain Dependent Turkish WordNet and SentiNet.

[BibT_eX]

[DOI]

Proceedings of the 11th Global Wordnet Conference, 2021

From Constituency to UD-Style Dependency: Building the First Conversion Tool of Turkish.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

FrameForm: An Open-source Annotation Interface for FrameNet.

[BibT_eX]

[DOI]

Büsra Marsan

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

2020

TRopBank: Turkish PropBank V2.0.

[BibT_eX]

[DOI]

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

A tree-based approach for English-to-Turkish translation.

[BibT_eX]

[DOI]

Özge Bakay

Begüm Avar

Turkish J. Electr. Eng. Comput. Sci., 2019

Comparing Sense Categorization Between English PropBank and English WordNet.

[BibT_eX]

[DOI]

Özge Bakay

Begüm Avar

Proceedings of the 10th Global Wordnet Conference, 2019

English-Turkish Parallel Semantic Annotation of Penn-Treebank.

[BibT_eX]

[DOI]

Proceedings of the 10th Global Wordnet Conference, 2019

Domain Dependent Wordnet for Real Estate.

[BibT_eX]

[DOI]

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

User Interface for Turkish Word Network KeNet.

[BibT_eX]

[DOI]

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

An Open, Extendible, and Fast Turkish Morphological Analyzer.

[BibT_eX]

[DOI]

Begüm Avar

Gökhan Ercan

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Automatic Propbank Generation for Turkish.

[BibT_eX]

[DOI]

Koray Ak

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

2018

Constructing a WordNet for Turkish Using Manual and Automatic Annotation.

[BibT_eX]

[DOI]

Razieh Ehsani

Ercan Solak

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018

Construction of a Turkish proposition bank.

[BibT_eX]

[DOI]

Turkish J. Electr. Eng. Comput. Sci., 2018

Customer clustering using RFM analysis.

[BibT_eX]

[DOI]

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Target audience selection for direct marketing.

[BibT_eX]

[DOI]

Sinan Kegeci

Eyup Erkan Ozbek

Mustafa Sertac Turkel

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Near duplicate detection in relational databases.

[BibT_eX]

[DOI]

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

A multilayer annotated corpus for Turkish.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Natural Language and Speech Processing, 2018

An all-words sense annotated Turkish corpus.

[BibT_eX]

[DOI]

Sinan Akçakaya

Proceedings of the 2nd International Conference on Natural Language and Speech Processing, 2018

AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness.

[BibT_eX]

[DOI]

Gökhan Ercan

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

Hypernym extraction from Wikipedia and Wiktionary.

[BibT_eX]

[DOI]

Emre Sasmaz

Razieh Ehsani

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016

Bagging Soft Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Health Informatics, 2016

Tree Ensembles on the Induced Discrete Space.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

A novel kernel to predict software defectiveness.

[BibT_eX]

[DOI]

J. Syst. Softw., 2016

English-Turkish Parallel Treebank with Morphological Annotations and its Use in Tree-based SMT.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

Incremental construction of rule ensembles using classifiers produced by different class orderings.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

VC-Dimension of Univariate Decision Trees.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Attachment Errors of Nouns after Possessor Clitic.

[BibT_eX]

[DOI]

Res. Comput. Sci., 2015

Quadratic programming for class ordering in rule induction.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Constructing a Turkish Constituency Parse TreeBank.

[BibT_eX]

[DOI]

Proceedings of the Information Sciences and Systems 2015, 2015

Chunking in Turkish with Conditional Random Fields.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2014

On the feature extraction in discrete space.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Software defect prediction using Bayesian networks.

[BibT_eX]

[DOI]

Empir. Softw. Eng., 2014

Multivariate Comparison of Classification Algorithms.

[BibT_eX]

[DOI]

CoRR, 2014

Context Sensitive Search Engine.

[BibT_eX]

[DOI]

Remzi Düzagaç

Proceedings of the Information Sciences and Systems 2014, 2014

Bilingual Software Requirements Tracing using Vector Space Model.

[BibT_eX]

Ercan Solak

Proceedings of the ICPRAM 2014, 2014

VC-Dimension of Rule Sets.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Budding Trees.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Constructing a Turkish-English Parallel TreeBank.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Omnivariate Rule Induction Using a Novel Pairwise Statistical Test.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Regularizing Soft Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Information Sciences and Systems 2013, 2013

A Novel Regression Method for Software Defect Prediction with Kernel Methods.

[BibT_eX]

Proceedings of the ICPRAM 2013, 2013

2012

Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Cost-conscious comparison of supervised learning algorithms over multiple data sets.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Eigenclassifiers for combining correlated classifiers.

[BibT_eX]

[DOI]

Inf. Sci., 2012

Univariate Decision Tree Induction using Maximum Margin Classification.

[BibT_eX]

[DOI]

Comput. J., 2012

Using morphology in English-Turkish statistical machine translation.

[BibT_eX]

[DOI]

Onur Görgün

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Statistical Tests Using Hinge/<i>ε</i>-Sensitive Loss.

[BibT_eX]

[DOI]

Proceedings of the Computer and Information Sciences III, 2012

Soft decision trees.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Searching for the optimal ordering of classes in rule induction.

[BibT_eX]

[DOI]

Sezin Ata

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Model selection in omnivariate decision trees using Structural Risk Minimization.

[BibT_eX]

[DOI]

Inf. Sci., 2011

Mapping classifiers and datasets.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Multivariate Statistical Tests for Comparing Classification Algorithms.

[BibT_eX]

[DOI]

Özlem Aslan

Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

A Novel Approach to Morphological Disambiguation for Turkish.

[BibT_eX]

[DOI]

Onur Görgün

Proceedings of the Computer and Information Sciences II, 2011

Unsupervised Morphological Analysis Using Tries.

[BibT_eX]

[DOI]

Koray Ak

Proceedings of the Computer and Information Sciences II, 2011

2010

Cryptanalysis of Fridrich's Chaotic Image Encryption.

[BibT_eX]

[DOI]

Int. J. Bifurc. Chaos, 2010

Univariate Margin Tree.

[BibT_eX]

[DOI]

Proceedings of the Computer and Information Sciences, 2010

Feature Extraction from Discrete Attributes.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Incremental construction of classifier and discriminant ensembles.

[BibT_eX]

[DOI]

Inf. Sci., 2009

An Incremental Framework Based on Cross-Validation for Estimating the Architecture of a Multilayer Perceptron.

[BibT_eX]

[DOI]

Oya Aran

Int. J. Pattern Recognit. Artif. Intell., 2009

Calculating the VC-dimension of decision trees.

[BibT_eX]

[DOI]

Özlem Aslan

Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

An Incremental Model Selection Algorithm Based on Cross-Validation for Finding the Architecture of a Hidden Markov Model on Hand Gesture Data Sets.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2009

2007

Parallel univariate decision trees.

[BibT_eX]

[DOI]

Onur Dikmen

Pattern Recognit. Lett., 2007

2006

Ordering and Finding the Best of K > 2 Supervised Learning Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2006

2005

Tuning model complexity using cross-validation for supervised learning (Gözetimli öğrenmede çapraz geçerleme ile model karmaşıklığının ayarlanması)

[BibT_eX]

[DOI]

PhD thesis, 2005

Linear discriminant trees.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2005

Model Selection in Omnivariate Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2005, 2005

2001

Omnivariate decision trees.

[BibT_eX]

[DOI]