Araştırmalar ve Yayınlar


  1. Yildiz, O. T., "Mapping Classifiers and Datasets", Expert Systems with Applications, Vol. 38, No. 4,pp. 3697-3702, 2011.
  2. Ercan Solak, Rhouma Rhouma, Safya Belghith, "Breaking an orbit based symmetric cryptosystem", Mathematical and Computer Modelling, vol. 54, no. 5-6, 1413-1419,2011.
  3. Ercan Solak, Cahit Çokal, "Algebraic break of image ciphers based on discretized chaotic map lattices", Information Sciences, vol. 181, no. 1, 223-233, 2011.
  4. Ercan Solak, Cahit Çokal, Olcay Taner Yıldız, Türker Bıyıkoğlu, "Cryptanalysis of Fridrich's chaotic image encryption", Int. J. Bifurcation and Chaos, May 2010.
  5. Rhouma Rhouma, Ercan Solak, Safya Belghith, " Cryptanalysis of a new substitution-diffusion based image cipher" Communications in Nonlinear Science and Numerical Simulation, vol. 15, no. 7, pp. 1887-1992, 2010.
  6. Ercan Solak, Rhouma Rhouma, Safya Belghith, "Cryptanalysis of a multi-chaotic systems based image cryptosystem", Optics Communications, vol. 283, pp. 232-236 , 2010.
  7. Rhouma Rhouma, Ercan Solak, David Arroyo, Shujun Li,Gonzalo Alvarez and Safya Belghith, "Comment on "Modified Baptista type chaotic cryptosystem via matrix secret key" [Phys. Lett. A 372 (2008) 5427]", Physics Letters A, vol. 373, pp. 3398-3400, 2009.
  8. Cahit Çokal and Ercan Solak, "Cryptanalysis of a chaos-based image encryption algorithm", Physics Letters A, vol. 373, pp. 1357-1360 , 2009.
  9. Ercan Solak and Cahit Çokal, "Algebraic break of a cryptosystem based on discretized two-dimensional chaotic maps", Physics Letters A, vol. 373, pp. 1352-1356, 2009.
  10. Ulas, A., M. Semerci, O. T. Yildiz , E. Alpaydin, "Incremental Construction of Classifier and Discriminant Ensembles", Information Sciences, Vol. 179, No. 4, pp. 1298-1318, 2009.
  11. Aran, O., O. T. Yildiz, E. Alpaydin, "An Incremental Framework Based on Cross-Validation for Estimating the Architecture of a Multilayer Perceptron", International Journal of Pattern Recognition and Artificial Intelligence, Vol. 23, No. 2, pp. 159-190, 2009.
  12. Ercan Solak and Cahit Çokal, "Cryptanalysis of a cryptosystem based on discretized two-dimensional chaotic maps", Physics Letters A, vol. 372, pp. 6922-6924, 2008.
  13. Ercan Solak and Cahit Çokal, "Comment on 'Encryption and decryption of images with chaotic map lattices' [Chaos 16, 033118 (2006)]", Chaos, vol. 18, no. 3, pp. 038101, 2008.
  14. Eskil, T., Sticklen, J., Radcliffe, C., "The Routine Design–Modular Distributed Modeling Platform for Distributed Routine Design and Simulation-Based Testing of Distributed Assemblies," Artificial Intelligence in Engineering Design and Manufacturing, vol. 22, no.1, pp. 1-18, Feb. 2008.
  15. Yildiz, O. T., O. Dikmen, "Parallel Univariate Decision Trees", Pattern Recognition Letters, Vol. 28, No. 7, pp. 825-832, 2007.
  16. Yildiz, O. T., E. Alpaydin, "Ordering and Finding the Best of K > 2 Supervised Learning Algorithms", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol 28, No 3, pp. 392-402, 2006.
  17. Ercan Solak, "Cryptanalysis of observer based discrete-time chaotic encryption schemes", International Journal of Bifurcation and Chaos, vol. 15, no. 2, pp. 653-658, 2005.
Konferans Yayınları
  1. Yildiz O. T., O. Aslan, E. Alpaydin, "Multivariate Statistical Tests for Comparing Classification Algorithms", Learning and Intelligent Optimization (Best Paper Award), 2011.
  2. Yildiz, O. T., "Univariate Margin Tree", International Conference on Computer and Information Sciences, Lecture Notes in Electrical Engineering, Vol. 62, pp. 11-16, 2010.
  3. Yildiz, O. T., "Feature Extraction from Discrete Attributes", International Conference on Pattern Recognition, pp. 3915-3918, 2010.
  4. E. Solak, "Cryptanalysis of image encryption with compound chaotic sequence", 6th International Multi-Conference on Systems, Signals and Devices, SSD '09, Djerba, Tunus, 2009.
  5. Ulas, A, O. T. Yildiz, "An Incremental Model Selection Algorithm Based on Cross-Validation for Finding the Architecture of a Hidden Markov Model on Hand Gesture Data Sets", International Conference on Machine Learning and Applications, pp. 170-177, 2009.
  6. Aslan, O, O. T. Yildiz, E. Alpaydin, "Calculating the VC-Dimension of Decision Trees", International Symposium on Computer and Information Sciences, pp. 193-198, 2009.
  7. Benli, K. S., Duzagac, R., Eskil, M. T., "Driver Recognition Using Gaussian Mixture Models and Decision Fusion Techniques", Lecture Notes in Computer Science, ISICA 2008, Vol. 5370, pp. 803-811, 2008.
  8. Eskil, T., Sticklen J., "Design and simulation of distributed assemblies – The hybrid vehicle example", Proc. of International Symposium on Tools and Methods of Competitive Engineering, April 2008.