Araştırmalar ve Yayınlar

  1. Solak, E., C. Çokal, O. T. Yıldız, T. Bıyıkoğlu, "Cryptanalysis of Fridrich's Chaotic Image Encryption", International Journal of Bifurcation and Chaos, Vol. 20, No. 5, pp. 1405-1413, 2010.
  2. Yıldız, O. T., "Mapping Classifiers and Datasets", Expert Systems with Applications, Vol. 38, No. 4, pp. 3697-3702, 2011.
  3. Yıldız, O. T., "Model Selection in Omnivariate Decision Trees using Structural Risk Minimization", Information Sciences, Vol. 181, No. 23, pp. 5214-5226, 2011.
  4. Ulaş, A., O. T. Yıldız, E. Alpaydın, "Cost-conscious Comparison of Supervised Algorithms over Multiple Data Sets", Pattern Recognition, Vol. 45, No. 4, pp. 1772-1781, 2012.
  5. Ulaş, A., O. T. Yıldız, E. Alpaydın, "Eigenclassifiers for Combining Correlated Classifiers", Information Sciences, Vol. 187, pp. 109-120, 2012.
  6. Yıldız, O. T., "Univariate Decision Tree Induction using Maximum Margin Classification", Computer Journal, Vol. 55, No. 3, pp. 293-298, 2012.
  7. İrsoy, O., O. T. Yıldız, E. Alpaydın, "Design and Analysis of Classifier Experiments in Bioinformatics: Survey and Case Studies", IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 9, No. 6, pp. 1663-1674, 2012.
  8. Yıldız, O. T., "Omnivariate Rule Induction using a Novel Pairwise Statistical Test", IEEE Transactions on Knowledge and Data Engineering, Vol. 25, No. 9, pp. 2105-2118, 2013.
  9. Okutan A., O. T. Yıldız, "Software Defect Prediction using Bayesian Networks", Empirical Software Engineering,Vol. 19, No. 1, pp. 154-181, 2014.
  10. Yıldız, O. T., "On the Feature Extraction in Discrete Space", Pattern Recognition, Vol. 47, No. 5, pp. 1988-1993, 2014.
  11. Bıçakçı, S, D. Rende, S. Rende, O. T. Yıldız, "WikiLeaks on the Middle East: Obscure Diplomacy Networks and Binding Spaces", Journal of Balkan and Near East Studies, Vol. 16, No. 4, pp. 459-473, 2014.
  12. Yıldız, O. T., "Quadratic Programming for Class Ordering in Rule Induction", Pattern Recognition Letters, Vol. 54, pp. 63-68, 2015.
  13. Yıldız, O. T., "VC-Dimension of Univariate Decision Trees", IEEE Transactions on Neural Networks and Learning Systems, Vol. 26, No. 2, pp. 378-387, 2015.
  14. Solak, E., O. T. Yıldız, O. Görgün, R. Ehsani, "Attachment Errors of Nouns after Possessor Clitic", Research in Computing Science, Vol. 90, pp. 173-181, 2015.
  15. Yıldız, O. T., "Tree Ensembles on the Induced Discrete Space", IEEE Transactions on Neural Networks and Learning Systems, Vol. 27, No. 5, pp. 1108-1113, 2016.
  16. Okutan, A., O. T. Yıldız, "A Novel Kernel to Predict Software Defectiveness", Journal of Systems and Software, Vol. 19, No. 1, pp. 109-121, 2016.
  17. Ak, K., C. Toprak, V. Esgel, O. T. Yıldız, "Construction of a Turkish Proposition Bank", Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 26, No. 1, pp. 570-581, 2018.
  18. Ehsani, R., E. Solak, O. T. Yıldız, "Constructing a WordNet for Turkish Using Manual and Automatic Annotation", ACM Transactions on Asian and Low-Resource Language Information Processing, Vol. 17, No. 3, Article 24, 2018.
  19. Bakay, O., B. Avar, O. T. Yıldız, "A tree-based approach for English-to-Turkish translation", Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 27, No. 1, pp. 437-452, 2019.
  20. FB Tek, AG Dempster, I Kale, Computer vision for microscopy diagnosis of malaria Malaria Journal 8 (1), 153, 2009
  21. FB Tek, AG Dempster, İ Kale, Parasite detection and identification for automated thin blood film malaria diagnosis Computer Vision and Image Understanding 114 (1), 21-32, 2010
  22. FB Tek, Mitosis detection using generic features and an ensemble of cascade adaboosts Journal of Pathology Informatics 4 (1), 12, 2013
  23. FB Tek,An Adaptive Locally Connected Neuron Model: Focusing Neuron arXiv preprint arXiv:1809.09533, 2017
  24. FB Tek, KS Benli, E Deveci, Implicit theories and self-efficacy in an introductory programming course IEEE Transactions on Education 61 (3), 218-225, 2018
Konferans Yayınları
  1. Yıldız, O. T., "Feature Extraction from Discrete Attributes", International Conference on Pattern Recognition (ICPR), pp. 3915-3918, İstanbul, Turkey, 2010.
  2. Yıldız, O. T., "Univariate Margin Tree", International Symposium on Computer and Information Sciences (ISCIS), pp. 11-16, London, UK, 2010.
  3. Yıldız, O. T., O. Aslan, E. Alpaydın, "Multivariate Statistical Tests for Comparing Classification Algorithms", Learning and Intelligent Optimization (LION), pp. 1-15, Rome, Italy, 2011.
  4. Ak, K., O. T. Yıldız, "Unsupervised Morphological Analysis using Tries", International Conference on Computer and Information Sciences (ISCIS), pp. 69-75, London, UK, 2011.
  5. Görgün, O., O. T. Yıldız, "A Novel Approach to Morphological Disambiguation for Turkish", International Conference on Computer and Information Sciences (ISCIS), pp. 77-83, London, UK, 2011.
  6. Yıldız, O. T., "On the VC-Dimension of Univariate Decision Trees", International Conference on Pattern Recognition and Methods (ICPRAM), pp. 205-210, Faro, Portugal, 2012.
  7. Görgün, O., O. T. Yıldız, "Using Morphology in English-Turkish Statistical Machine Translation", Signal Processing and Communication Conference (SIU), Antalya, Turkey, 2012.
  8. Yıldız, O. T., E. Alpaydın, "Statistical Tests using Hinge/Epsilon-Sensitive Loss", International Conference on Computer and Information Sciences (ISCIS), Paris, France, 2012.
  9. Ata, S., O. T. Yıldız, "Searching for the Optimal Ordering of Classes in Rule Induction", International Conference on Pattern Recognition (ICPR), pp. 1277-1280, Tsukuba, Japan, 2012.
  10. İrsoy, O., O. T. Yıldız, E. Alpaydın, "Soft Decision Trees", International Conference on Pattern Recognition (ICPR), pp. 1819-1822, Tsukuba, Japan, 2012.
  11. Okutan, A., O. T. Yıldız, "A Novel Regression Method for Software Defect Prediction with Kernel Methods", International Conference on Pattern Recognition Applications and Methods (ICPRAM), Barcelona, Spain, 2013.
  12. Yıldız, O. T., E. Alpaydın, "Regularizing Soft Decision Trees", International Conference on Computer and Information Sciences (ISCIS), Paris, France, 2013.
  13. Yıldız, O.T., A. Okutan, E. Solak, "Bilingual Software Requirements Tracing using Vector Space Model", International Conference on Pattern Recognition Applications and Methods (ICPRAM), Angers, France, 2014.
  14. Yıldız, O. T., E. Solak, O. Görgün, R. Ehsani, "Constructing a Turkish-English Treebank", Annual Meeting of the Association for Computer Linguistics (ACL), Baltimore, U.S.A., 2014.
  15. İrsoy, O. T., O. T. Yıldız, E. Alpaydın, "Budding Trees", International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 2014.
  16. Yıldız, O. T., "VC-Dimension of Rule Sets", International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 2014.
  17. Düzağaç, R., O. T. Yıldız, "Context Sensitive Search Engine", International Conference on Computer and Information Sciences (ISCIS), Krakow, Poland, 2014.
  18. Yıldız, O. T., E. Solak, R. Ehsani, O. Görgün, "Chunking in Turkish with Conditional Random Fields", International Conference on Intelligent Text Processing and Computational Linguistics (CICLING), Cairo, Egypt, 2015.
  19. Yıldız, O. T., S. Çandır, E. Solak, R. Ehsani, O. Görgün, "Constructing a Turkish Constituency Parse Treebank", International Conference on Computer and Information Sciences (ISCIS), London, England, 2015.
  20. Görgün, O., O. T. Yıldız, E. Solak, R. Ehsani, "English-Turkish Parallel Treebank with Morphological Annotations and its use in Tree-based SMT", International Conference on Pattern Applications and Methods (ICPRAM), pp. 510-516, Rome, Italy, 2016.
  21. Yıldız, O. T., A. Ulaş, "Incremental Construction of Rule Ensembles using Classifiers Produced by Different Class Orderings", International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 2016.
  22. Şaşmaz, E., R. Ehsani, O. T. Yıldız, "Hypernym Extraction from Wikipedia and Wiktionary", Signal Processing and Communication Applications Conference (SIU), Antalya, Turkey, 2017.
  23. Ehsani, R. E. Solak, O. T. Yıldız, "Hybrid Chunking for Turkish Combining Morphological and Semantic Features", International Conference on Intelligent Text Processing and Computational Linguistics, Budapest, Hungary, 2017.
  24. Ehsani, R., O. T. Yıldız, "Initial Efforts in Creating a Persian-English Parallel Treebank", International Conference on Intelligent Text Processing and Computational Linguistics, Budapest, Hungary, 2017.
  25. Açıkgöz, O., A. T. Gürkan, B. Ertopçu, O. Topsakal, B. Özenç, A. B. Kanburoğlu, İ. Çam, B. Avar, G. Ercan, O. T. Yıldız, "All-Words Word Sense Disambiguation for Turkish", International Conference on Computer Science and Engineering (UBMK), pp. 490-495, Antalya, Turkey, 2017.
  26. Topsakal, O., O. Açıkgöz, A. T. Gürkan, A. B. Kanburoğlu, B. Ertopçu, B. Özenç, İ. Çam, B. Avar, G. Ercan, O. T. Yıldız, "Shallow Parsing in Turkish", International Conference on Computer Science and Engineering (UBMK), pp. 480-485, Antalya, Turkey, 2017.
  27. Ertopçu, B., A. B. Kanburoğlu, O. Topsakal, O. Açıkgöz, A. T. Gürkan, B. Özenç, İ. Çam, B. Avar, G. Ercan, O. T. Yıldız, "A New Approach for Named Entity Recognition", International Conference on Computer Science and Engineering (UBMK), pp. 474-479, Antalya, Turkey, 2017.
  28. Yıldız, O. T., K. Ak, G. Ercan, O. Topsakal, C. Asmazoğlu, "A Multilayer Annotated Corpus for Turkish", International Conference on Natural Language and Speech Processing (ICNLSP), Algiers, Algeria, 2018.
  29. Akçakaya, S., O. T. Yıldız, "All All-Words Sense Annotated Turkish Corpus", International Conference on Natural Language and Speech Processing (ICNLSP), Algiers, Algeria, 2018.
  30. Pakyürek, M., M. S. Sezgin, S. Kestepe, B. Bora, R. Düzağaç, O. T. Yıldız, "Customer Clustering using RFM Analysis", Signal Processing and Communication Applications Conference (SIU), İzmir, Turkey, 2018.
  31. Bayrak, A. T., A. I. Yılmaz, K. B. Yılmaz, R. Düzağaç, O. T. Yıldız, "Near Duplicate Detection in Relational Databases", Signal Processing and Communication Applications Conference (SIU), İzmir, Turkey, 2018.
  32. Keçeci, S. E. E. Özbek, M. S. Türkel, R. Düzağaç, O. T. Yıldız, "Target Audience Selection for Direct Marketing", Signal Processing and Communication Applications Conference (SIU), İzmir, Turkey, 2018.
  33. Ercan, G., O. T. Yıldız, "AnlamVer: Semantic Model Evaluation Dataset for Turkish-Word Similarity and Relatedness", International Conference on Computational Linguistics (COLING), Santa Fe, USA, 2018.
  34. Ak, K., O. Bakay, O. T. Yıldız, "Compariso of Turkish Propbanks by Frame Matching", International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia, 2018.
  35. Ercan, G., O. Erkek, O. Acikgoz, R. Ozcelik, S. Parlar, O. T. Yıldız, "Anlamsal Söylem ve Cümle Benzerliği Analizleri için Veri Kümesi Oluşturma Yöntemi", International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia, 2018.
  36. Ozcelik, R., S. Parlar, O. Bakay, O. Ergelen, O. T. Yıldız, "Türkçe Kelime Ağı için Arayüz", Signal Processing and Communication Applications Conference (SIU), Sivas, Turkey, 2019.
  37. Uludogan, G., R. Ozcelik, S. Parlar, G. Ercan, O. T. Yıldız, "Türkçe Doğal Dil İşleme için Arayüzler", Signal Processing and Communication Applications Conference (SIU), Sivas, Turkey, 2019.
  38. Parlar, S., B. N. Arican, M. Erkek, K. Cayirli, O. T. Yıldız, "Emlak Alanına Özgü Kelime Ağı", Signal Processing and Communication Applications Conference (SIU), Sivas, Turkey, 2019.
  39. Arican, B. N., O. Bakay, B. Avar, O. T. Yildiz,, O. Ergelen, "English-Turkish Parallel Semantic Annotation of Penn-Treebank", Global Wordnet Conference (GWC), Wroclaw, Poland, 2019.
  40. Bakay, O, B. Avar, O. T. Yıldız, "Comparing Sence Categorization Between English Propbank and English Wordnet", Global Wordnet Conference (GWC), Wroclaw, Poland, 2019.
  41. Yıldız, O. T., B. Avar, G. Ercan, "An Open, Extendible, and Fast Turkish Morphological Analyzer", Recent Advances in Natural Language Processing (RANLP), Varna, Bulgaria, 2019.
  42. Ak, K., O. T. Yıldız, "Automatic Propbank Generation for Turkish", Recent Advances in Natural Language Processing (RANLP), Varna, Bulgaria, 2019.
  43. Bayrak, A. T., E. E. Özbek, S. Kestepe, O. T. Yıldız, "Aynı Oteli Temsil Eden Farklı Kayıtlar için Akıllı Eşleştirme", International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, 2019.
  44. Bakay, O., O. Ergelen, O. T. Yıldız, "Problems Caused by Semantic Drift in Wordnet Synset Construction", International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, 2019.
  45. Bakay, O., O. Ergelen, O. T. Yıldız, "Integrating Turkish Wordnet KeNet to Princeton WordNet: The Case of One-to-Many Correspondences", Conference on Innovations in Intelligent Systems and Applications (ASYU), İzmir, Turkey, 2019.

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