Olcay Taner Yildiz

88 papers A* 1B 9C 13Misc 3Journal 31Unranked 29
YearRankTypeTitle / Venue / Authors
2025 J jnl
Developing a Robust Question and Answer System for the Turkish Language Utilizing Deep Learning Techniques.
IEEE Access
Kadir Tutar, Olcay Taner Yildiz
2025 J jnl
Grammar or Crammer? The Role of Morphology in Distinguishing Orthographically Similar but Semantically Unrelated Words.
IEEE Access
Gökhan Ercan, Olcay Taner Yildiz
2025 — conf
In-Depth Analysis of Arabic-Origin Words in the Turkish Morpholex.
COLING Workshops
Mounes Zaval, Abdullah Ihsanoglu, Asim Ersoy, Olcay Taner Yildiz
2024 — conf
Comparison of Machine Learning Algorithms and Large Language Models for Product Categorization.
SIU
Abdullah Ihsanoglu, Mounes Zaval, Olcay Taner Yildiz
2024 J jnl
Decoding Emotional Dynamics: A Comparative Analysis of Contextual and Non-Contextual Models in Sentiment Analysis of Turkish Couple Dialogues.
IEEE Access
Esma Nafiye Polat, Cenk Demiroglu, Olcay Taner Yildiz, Nilüfer Kafesçioglu
2024 J jnl
Organic Data-Driven Approach for Turkish Grammatical Error Correction and LLMs.
CoRR
Asim Ersoy, Olcay Taner Yildiz
2023 C conf
A CCGbank for Turkish: From Dependency to CCG.
GWC
Asli Kuzgun, Oguz Kerem Yildiz, Olcay Taner Yildiz
2023 — conf
CheckMate: English Grammatical Error Correction for Native Turkish Speakers.
SIU
Asim Ersoy, Oylum Savlak, Cemile Kart, Olcay Taner Yildiz
2023 — conf
ORTPiece: An ORT-Based Turkish Image Captioning Network Based on Transformers and WordPiece.
SIU
Asim Ersoy, Olcay Taner Yildiz, Sedat Özer
2023 C conf
Point of Sale Fraud Detection Methods via Machine Learning.
INISTA
Emre Begen, Ismail Utku Sayan, Ahmet Tugrul Bayrak, Olcay Taner Yildiz
2023 — conf
Product Completion with Fuzzy Association Analysis: Recommendation System Application for an Insurance Company.
ICECET
Sultan Ceren Öner, Melike Demirdag, Ahmet Tugrul Bayrak, Olcay Taner Yildiz
2023 C conf
StarNet: A WordNet Editor Interface.
GWC
Oguzhan Kuyrukçu, Ezgi Saniyar, Olcay Taner Yildiz
2022 B conf
A Learning-Based Dependency to Constituency Conversion Algorithm for the Turkish Language.
LREC
Büsra Marsan, Oguz Kerem Yildiz, Asli Kuzgun, Neslihan Cesur, Arife Betül Yenice, Ezgi Saniyar, Oguzhan Kuyrukçu, Bilge Nas Arican, Olcay Taner Yildiz
2022 J jnl
Evaluating the English-Turkish parallel treebank for machine translation.
Turkish J. Electr. Eng. Comput. Sci.
Onur Görgün, Olcay Taner Yildiz
2021 C conf
Building the Turkish FrameNet.
GWC
Büsra Marsan, Neslihan Kara, Merve Özçelik, Bilge Nas Arican, Neslihan Cesur, Asli Kuzgun, Ezgi Saniyar, Oguzhan Kuyrukçu, Olcay Taner Yildiz
2021 C conf
Creating Domain Dependent Turkish WordNet and SentiNet.
GWC
Bilge Nas Arican, Merve Özçelik, Deniz Baran Aslan, Elif Sarmis, Selen Parlar, Olcay Taner Yildiz
2021 — conf
FrameForm: An Open-source Annotation Interface for FrameNet.
EACL (System Demonstrations)
Büsra Marsan, Olcay Taner Yildiz
2021 Misc conf
From Constituency to UD-Style Dependency: Building the First Conversion Tool of Turkish.
RANLP
Asli Kuzgun, Oguz Kerem Yildiz, Neslihan Cesur, Büsra Marsan, Arife Betül Yenice, Ezgi Saniyar, Oguzhan Kuyrukçu, Bilge Nas Arican, Olcay Taner Yildiz
2021 C conf
HisNet: A Polarity Lexicon based on WordNet for Emotion Analysis.
GWC
Merve Özçelik, Bilge Nas Arican, Özge Bakay, Elif Sarmis, Özlem Ergelen, Nilgün Güler Bayezit, Olcay Taner Yildiz
2021 C conf
Turkish WordNet KeNet.
GWC
Özge Bakay, Özlem Ergelen, Elif Sarmis, Selin Yildirim, Bilge Nas Arican, Atilla Kocabalcioglu, Merve Özçelik, Ezgi Saniyar, Oguzhan Kuyrukçu, Begüm Avar, Olcay Taner Yildiz
2020 B conf
TRopBank: Turkish PropBank V2.0.
LREC
Neslihan Kara, Deniz Baran Aslan, Büsra Marsan, Özge Bakay, Koray Ak, Olcay Taner Yildiz
2019 — conf
A Hybrid Approach to Dynamic Enterprise Data Platform.
IEEE BigData
Mehmet Selman Sezgin, Ahmet Tugrul Bayrak, Olcay Taner Yildiz
2019 J jnl
A tree-based approach for English-to-Turkish translation.
Turkish J. Electr. Eng. Comput. Sci.
Özge Bakay, Begüm Avar, Olcay Taner Yildiz
2019 Misc conf
An Open, Extendible, and Fast Turkish Morphological Analyzer.
RANLP
Olcay Taner Yildiz, Begüm Avar, Gökhan Ercan
2019 Misc conf
Automatic Propbank Generation for Turkish.
RANLP
Koray Ak, Olcay Taner Yildiz
2019 C conf
Comparing Sense Categorization Between English PropBank and English WordNet.
GWC
Özge Bakay, Begüm Avar, Olcay Taner Yildiz
2019 — conf
Domain Dependent Wordnet for Real Estate.
SIU
Selen Parlar, Bilge Nas Arican, Mehmet Erkek, Kamil Çayirli, Olcay Taner Yildiz
2019 C conf
English-Turkish Parallel Semantic Annotation of Penn-Treebank.
GWC
Bilge Nas Arican, Özge Bakay, Begüm Avar, Olcay Taner Yildiz, Özlem Ergelen
2019 — conf
User Interface for Turkish Word Network KeNet.
SIU
Riza Özçelik, Gökçe Uludogan, Selen Parlar, Özge Bakay, Özlem Ergelen, Olcay Taner Yildiz
2018 — conf
A multilayer annotated corpus for Turkish.
ICNLSP
Olcay Taner Yildiz, Koray Ak, Gökhan Ercan, Ozan Topsakal, Cengiz Asmazoglu
2018 — conf
An all-words sense annotated Turkish corpus.
ICNLSP
Sinan Akçakaya, Olcay Taner Yildiz
2018 B conf
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness.
COLING
Gökhan Ercan, Olcay Taner Yildiz
2018 J jnl
Constructing a WordNet for Turkish Using Manual and Automatic Annotation.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Razieh Ehsani, Ercan Solak, Olcay Taner Yildiz
2018 J jnl
Construction of a Turkish proposition bank.
Turkish J. Electr. Eng. Comput. Sci.
Koray Ak, Cansu Toprak, Volkan Esgel, Olcay Taner Yildiz
2018 — conf
Customer clustering using RFM analysis.
SIU
Muhammet Pakyürek, Mehmet Selman Sezgin, Sedat Kestepe, Busra Bora, Remzi Düzagaç, Olcay Taner Yildiz
2018 J jnl
Hybrid Chunking for Turkish Combining Morphological and Semantic Features.
Res. Comput. Sci.
Razieh Ehsani, Ercan Solak, Olcay Taner Yildiz
2018 — conf
Near duplicate detection in relational databases.
SIU
Ahmet Tugrul Bayrak, Aykut Inan Yilmaz, Kemal Burak Yilmaz, Remzi Düzagaç, Veri Bilimi, Analitik Bolumu, Olcay Taner Yildiz
2018 — conf
Target audience selection for direct marketing.
SIU
Sinan Kegeci, Eyup Erkan Ozbek, Mustafa Sertac Turkel, Remzi Düzagaç, Veri Bilimi, Analitik Bolumu, Olcay Taner Yildiz
2017 — conf
Hypernym extraction from Wikipedia and Wiktionary.
SIU
Emre Sasmaz, Razieh Ehsani, Olcay Taner Yildiz
2016 J jnl
A novel kernel to predict software defectiveness.
J. Syst. Softw.
Ahmet Okutan, Olcay Taner Yildiz
2016 — ch.
Bagging Soft Decision Trees.
Machine Learning for Health Informatics
Olcay Taner Yildiz, Ozan Irsoy, Ethem Alpaydin
2016 C conf
English-Turkish Parallel Treebank with Morphological Annotations and its Use in Tree-based SMT.
ICPRAM
Onur Görgün, Olcay Taner Yildiz, Ercan Solak, Razieh Ehsani
2016 B conf
Incremental construction of rule ensembles using classifiers produced by different class orderings.
ICPR
Olcay Taner Yildiz, Aydin Ulas
2016 J jnl
Tree Ensembles on the Induced Discrete Space.
IEEE Trans. Neural Networks Learn. Syst.
Olcay Taner Yildiz
2015 J jnl
Attachment Errors of Nouns after Possessor Clitic.
Res. Comput. Sci.
Ercan Solak, Olcay Taner Yildiz, Onur Görgün, Razieh Ehsani
2015 — conf
Chunking in Turkish with Conditional Random Fields.
CICLing (1)
Olcay Taner Yildiz, Ercan Solak, Razieh Ehsani, Onur Görgün
2015 — conf
Constructing a Turkish Constituency Parse TreeBank.
ISCIS
Olcay Taner Yildiz, Ercan Solak, Semsinur Çandir, Razieh Ehsani, Onur Görgün
2015 J jnl
Quadratic programming for class ordering in rule induction.
Pattern Recognit. Lett.
Olcay Taner Yildiz
2015 J jnl
VC-Dimension of Univariate Decision Trees.
IEEE Trans. Neural Networks Learn. Syst.
Olcay Taner Yildiz
2014 C conf
Bilingual Software Requirements Tracing using Vector Space Model.
ICPRAM
Olcay Taner Yildiz, Ahmet Okutan, Ercan Solak
2014 B conf
Budding Trees.
ICPR
Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin
2014 — conf
Constructing a Turkish-English Parallel TreeBank.
ACL (2)
Olcay Taner Yildiz, Ercan Solak, Onur Görgün, Razieh Ehsani
2014 — conf
Context Sensitive Search Engine.
ISCIS
Remzi Düzagaç, Olcay Taner Yildiz
2014 J jnl
Multivariate Comparison of Classification Algorithms.
CoRR
Olcay Taner Yildiz, Ethem Alpaydin
2014 J jnl
On the feature extraction in discrete space.
Pattern Recognit.
Olcay Taner Yildiz
2014 J jnl
Software defect prediction using Bayesian networks.
Empir. Softw. Eng.
Ahmet Okutan, Olcay Taner Yildiz
2014 B conf
VC-Dimension of Rule Sets.
ICPR
Olcay Taner Yildiz
2013 C conf
A Novel Regression Method for Software Defect Prediction with Kernel Methods.
ICPRAM
Ahmet Okutan, Olcay Taner Yildiz
2013 J jnl
Omnivariate Rule Induction Using a Novel Pairwise Statistical Test.
IEEE Trans. Knowl. Data Eng.
Olcay Taner Yildiz
2013 — conf
Regularizing Soft Decision Trees.
ISCIS
Olcay Taner Yildiz, Ethem Alpaydin
2012 J jnl
Cost-conscious comparison of supervised learning algorithms over multiple data sets.
Pattern Recognit.
Aydin Ulas, Olcay Taner Yildiz, Ethem Alpaydin
2012 J jnl
Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies.
IEEE ACM Trans. Comput. Biol. Bioinform.
Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin
2012 J jnl
Eigenclassifiers for combining correlated classifiers.
Inf. Sci.
Aydin Ulas, Olcay Taner Yildiz, Ethem Alpaydin
2012 — conf
On the VC-Dimension of Univariate Decision Trees.
ICPRAM (1)
Olcay Taner Yildiz
2012 B conf
Searching for the optimal ordering of classes in rule induction.
ICPR
Sezin Ata, Olcay Taner Yildiz
2012 B conf
Soft decision trees.
ICPR
Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin
2012 — conf
Statistical Tests Using Hinge/
ISCIS
Olcay Taner Yildiz, Ethem Alpaydin
2012 J jnl
Univariate Decision Tree Induction using Maximum Margin Classification.
Comput. J.
Olcay Taner Yildiz
2012 — conf
Using morphology in English-Turkish statistical machine translation.
SIU
Onur Görgün, Olcay Taner Yildiz
2011 — conf
A Novel Approach to Morphological Disambiguation for Turkish.
ISCIS
Onur Görgün, Olcay Taner Yildiz
2011 J jnl
Mapping classifiers and datasets.
Expert Syst. Appl.
Olcay Taner Yildiz
2011 J jnl
Model selection in omnivariate decision trees using Structural Risk Minimization.
Inf. Sci.
Olcay Taner Yildiz
2011 — conf
Multivariate Statistical Tests for Comparing Classification Algorithms.
LION
Olcay Taner Yildiz, Özlem Aslan, Ethem Alpaydin
2011 — conf
Unsupervised Morphological Analysis Using Tries.
ISCIS
Koray Ak, Olcay Taner Yildiz
2010 J jnl
Cryptanalysis of Fridrich's Chaotic Image Encryption.
Int. J. Bifurc. Chaos
Ercan Solak, Cahit Çokal, Olcay Taner Yildiz, Türker Bíyíkoglu
2010 B conf
Feature Extraction from Discrete Attributes.
ICPR
Olcay Taner Yildiz
2010 — conf
Univariate Margin Tree.
ISCIS
Olcay Taner Yildiz
2009 J jnl
An Incremental Framework Based on Cross-Validation for Estimating the Architecture of a Multilayer Perceptron.
Int. J. Pattern Recognit. Artif. Intell.
Oya Aran, Olcay Taner Yildiz, Ethem Alpaydin
2009 C conf
An Incremental Model Selection Algorithm Based on Cross-Validation for Finding the Architecture of a Hidden Markov Model on Hand Gesture Data Sets.
ICMLA
Aydin Ulas, Olcay Taner Yildiz
2009 — conf
Calculating the VC-dimension of decision trees.
ISCIS
Özlem Aslan, Olcay Taner Yildiz, Ethem Alpaydin
2009 J jnl
Incremental construction of classifier and discriminant ensembles.
Inf. Sci.
Aydin Ulas, Murat Semerci, Olcay Taner Yildiz, Ethem Alpaydin
2007 J jnl
Parallel univariate decision trees.
Pattern Recognit. Lett.
Olcay Taner Yildiz, Onur Dikmen
2006 J jnl
Ordering and Finding the Best of K > 2 Supervised Learning Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell.
Olcay Taner Yildiz, Ethem Alpaydin
2005 J jnl
Linear discriminant trees.
Int. J. Pattern Recognit. Artif. Intell.
Olcay Taner Yildiz, Ethem Alpaydin
2005 — conf
Model Selection in Omnivariate Decision Trees.
ECML
Olcay Taner Yildiz, Ethem Alpaydin
2005 — —
Tuning model complexity using cross-validation for supervised learning (Gözetimli öğrenmede çapraz geçerleme ile model karmaşıklığının ayarlanması)
Olcay Taner Yildiz
2001 J jnl
Omnivariate decision trees.
IEEE Trans. Neural Networks
Olcay Taner Yildiz, Ethem Alpaydin
2000 A* conf
Linear Discriminant Trees.
ICML
Olcay Taner Yildiz, Ethem Alpaydin