| 2024 Multi-class classification of thyroid nodules from automatic segmented ultrasound images: Hybrid ResNet based UNet convolutional neural network approach Elsevier BV |
| 2023 Preictal phase detection on EEG signals using hybridized machine learning classifiers with a novel feature selection procedure based GAs and ICOMP Elsevier BV |
| 2023 ChatGPT-assisted deep learning model for thyroid nodule analysis: beyond artifical intelligence Medical Ultrasonography |
| 2022 Important factors affecting the transmission rate of COVID-19 in G20 and EU Sigma Journal of Engineering and Natural Sciences \u2013 Sigma Mühendislik ve Fen Bilimleri Dergisi |
| 2022 Clinical prognosis evaluation of COVID-19 patients: An interpretable hybrid machine learning approach Current Research in Translational Medicine |
| 2021 Hybridized artificial neural network classifiers with a novel feature selection procedure based genetic algorithms and information complexity in credit scoring Applied Stochastic Models in Business and Industry |
| 2019 Credit Scoring by Artificial Neural Networks based Cross-Entropy and Fuzzy Relations Sigma Journal of Engineering and Natural Sciences |
| 2019 Classification of EEG Signals for Epileptic Seizures Using Linear and Non-linear Classifiers Based Wavelet Transforms and Information Criteria Turkiye Klinikleri Journal of Biostatistics |
| 2017 Bayesian Learning based Gaussian Approximation for Artificial Neural Networks Turkish Journal of Forecasting |
| 2017 Classification of EEG signals for epileptic seizures using hybrid artificial neural networks based wavelet transforms and fuzzy relations Expert Systems with Applications |
| 2016 Fuzzy decision making in health systems: a resource allocation model EURO Journal on Decision Processes |
| 2015 Artificial Neural Networks with Gradient Learning Algorithm for Credit Scoring Istanbul University Journal of the School of Business |
| 2015 A novel portfolio selection model based on fuzzy goal programming with different importance and priorities Expert Systems with Applications |
| 2015 A novel hybrid learning algorithm for full Bayesian approach of artificial neural networks Applied Soft Computing |
| 2015 A novel fuzzy goal programming approach with preemtive structure for optimal investment decisions JOURNAL OF INTELLIGENT & FUZZY SYSTEMS |
| 2014 Nonlinear time series forecasting with Bayesian neural networks Expert Systems with Applications |
| 2013 A novel nonlinear programming approach for estimating CAPM beta of an asset using fuzzy regression Expert Systems with Applications |
| 2012 Etkin Sınır ve Beta Katsayı Kısıtlı Portföy Seçim Modeli Üzerine Bir Uygulama İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi |
| 2011 A new approach for fuzzy multiple regression with fuzzy output International Journal of Industrial and Systems Engineering |
| 2010 Portföy optimizasyonunda SVFM ile bulanık doğrusal olmayan model yaklaşımı İSTANBUL ÜNİVERSİTESİ İŞLETME FAKÜLTESİ DERGİSİ |
| Uluslararası Tam metin bildiri 15.10.2018 Bayesian Learning with Genetic Algorithms and Fuzzy Membership Functions for Gaussian Approximation of Bayesian Neural Networks / International Web Conference on Forecasting - IWCF’2018 |
| Uluslararası Özet bildiri 05.07.2022 Comparison of Pixel Based Segmentation Methods in Papillary Thyroid US Images / IFCS 2022 |
| Uluslararası Özet bildiri 19.07.2022 Off-target Predictions in CRISPR-Cas9 Gene Editing Using Machine Learning / IFCS 2022 |
| Uluslararası Tam metin bildiri 25.09.2019 Feature Selection Approaches for Machine Learning Classifiers Yearly Credit Scoring Data / y-BIS 2019 Conference: ISBIS Young Business and Industrial Statisticians Workshop on Recent Advances in Data Science and Business Analytics |
| Uluslararası Tam metin bildiri 25.09.2019 Time-Frequency Analysis of the EEG Signals: Visual Identification of EpilepticPatterns / y-BIS 2019 Conference: ISBIS Young Business and Industrial Statisticians Workshop on Recent Advances in Data Science and Business Analytics |
| Uluslararası Tam metin bildiri 01.12.2019 Feature Selection Approaches for Machine LearningClassifiers on Yearly Credit Scoring Data / Young Business and Industrial Statisticians Workshopon Recent Advances in Data Science and Business Analytics(y-BIS 2019) |
| Uluslararası Tam metin bildiri 10.10.2018 Comparing performances of artificial intelligence techniques based wavelet transforms and feature selection for detection of epileptic seizures / 11. International Statistics Days Conference |
| Uluslararası Tam metin bildiri 15.10.2018 Genetic Monte Carlo Approach with Recursive Hyperparameters for Bayesian Neural Networks / 2ND INTERNATIONAL WEBCONFERENCE ONFORECASTING |
| Uluslararası Özet bildiri 06.12.2017 Artificial Neural Networks Based Cross-Entropy and Fuzzy Relations for Individual Credit Approval Process / ISC2017, Ankara |
| Uluslararası Özet bildiri 09.11.2017 Classification of EEG Signals for Detectıon of Epileptic Seizures Using Multivariate Logistic Regression Based on Wavelet Transforms and PCA / COSTAS2017, Samsun |
| Uluslararası Özet bildiri 07.12.2017 Early Detection of Epileptic Seizures using Artificial Intelligence Techniques Integrated Mobile devices / Horizon2020 HealthBe2017 |
| Uluslararası Özet bildiri 24.05.2017 Classification of EEG Signals for Detection of Epileptic Seizures using Artificial Neural Networks based on Wavelet Transforms and PCA / Statisticians and Young Statisticians Congress |
| Uluslararası Özet bildiri 24.05.2017 Credit Scoring by Artificial Neural Networks based Cross-Entropy and Fuzzy Relations / 3rd International Researchers, Statisticians and Young Statisticians Congress |
| Uluslararası Tam metin bildiri 16.10.2017 Bayesian Learning based Gaussian Approximation for Artificial Neural Networks / 1st International Web Conference on Forecasting |
| Uluslararası Özet bildiri 28.04.2017 Classification of EEG Signals for Epileptic Seizures using Hybrid Artificial Neural Networks based Wavelet Transforms and Fuzzy Relations / TAMU Institute for Neuroscience 9th Annual Neuroscience Symposium |
| Uluslararası Özet bildiri 05.12.2016 Texas Brain And Spine Institute 10th Annual Neuroscience Symposium / Texas Brain And Spine Institute 10th Annual Neuroscience Symposium |
| Uluslararası Özet bildiri 18.05.2016 Classification of EEG Signals for Detection of Epileptic Seizures using Wavelet Transforms and Artificial Neural Networks / International Conference on Information Complexity and Statistical Modeling in High Dimensions with Applications (IC-SMHD-2016) |
| Uluslararası Özet bildiri 08.06.2016 Classification of EEG Signals for Detection of Epileptic Seizures using Hybrid Artificial Intelligence Techniques / International Society of Business and Industrial Statistics (ISBIS) conference |
| Uluslararası Tam metin bildiri 25.06.2014 A NOVEL PORTFOLIO SELECTION MODEL WITH PREEMPTIVE FUZZY GOAL PROGRAMMING / MakeLearn 2014: Human Capital without Borders: Knowledge and Learning for Quality of Life |
| Uluslararası Özet bildiri 12.07.2015 A HYBRID ARTIFICIAL NEURAL NETWORK APPROACH BASED INFORMATION CRITERIA FOR CREDIT SCORING / The 27th European Conference on Operational Research (EURO 2015) |
| Uluslararası Özet bildiri 12.07.2015 Time Series Forecasting Using Full Bayesian Approach of Artificial Neural Networks / The 27th European Conference on Operational Research (EURO 2015) |
| Uluslararası Özet bildiri 08.07.2015 A novel Portfolio Selection Model Based on Fuzzy Goal Programming with Different Importance and Priorities / European Conference on Continuous Optimization (EUROPT 2015) |
| Uluslararası Tam metin bildiri 05.11.2015 Fuzzy Modeling for Replicated Response Measures by Using Type 2 Fuzzy Numbers / The 4th International Fuzzy Systems Symposium, FUZZYSS'15 |
| Uluslararası Sözlü Bildiri Fuzzy Resource Allocation in Health Systems / INFORMS San Francisco – 2014 |
| Uluslararası Sözlü Bildiri A fuzzy goal programming approach with priority for optimalinvestment decisions / y-BIS 2013: Joint Meeting of Young Business and Industrial Statisticians |
| Ulusal Sözlü Bildiri Doğrusal hedef programlama ile bütçeleme / Ulusal Ekonometri ve İstatistik Sempozyumu |
| Uluslararası Sözlü Bildiri Nonlinear Time Series Forecasting with Bayesian Neural Networks / 9th International Statistics Day Symposium |
| Uluslararası Poster The Classification by means of Fuzzy Relations / HDM-2008 International Conference on Multivariate Statistical Modeling & High Dimensional Data Mining |
| Uluslararası Sözlü Bildiri The Estimating CAPM Beta of An Asset by A New Fuzzy Regression Approach / AMAMEF2010, The Fifth General Conference on Advances Mathematical Methods in Finance |
| Uluslararası Poster Bayesian Learning of Neural Networks using Genetic Algorithms / Young Statisticians Meeting, Trinity College |
| Uluslararası Sözlü Bildiri A novel Bayesian learning with genetic algorithm for Gaussian approximation of Bayesian neural networks / The eighth World Congress in Probability and Statistics |
| Uluslararası Sözlü Bildiri A Novel Hierarchical Full Bayesian Learning by Genetic Algorithms for Neural Networks / Joint Meeting of y-BIS and jSPE |
| Uluslararası Sözlü Bildiri Bayesian Learning with Genetic Algorithms and Fuzzy Membership Functions for Gaussian Approximation of Bayesian Neural Networks / 26th Euro-Informs |
| Uluslararası Sözlü Bildiri Hierarchical Full Bayesian Learning by Genetic Algorithms for Neural Networks / 13th International Conference on Stochastic Programming |
| Uluslararası Sözlü Bildiri Time Series Forecasting using Bayesian Neural Networks / y-BIS 2013: Young Business and Industrial Statisticians Meeting |
| Ulusal Tam metin bildiri Optimal Hisse Senetlerinin Belirlenmesinde Bulanık Doğrusal Olmayan Portföy Modeli / Yöneylem Araştırması ve Endüstri Mühendisliği 28. Ulusal Kongresi (YA/EM 2008) |
| Ulusal Tam metin bildiri Bulanık Doğrusal Programlama Yaklaşımıyla Portföy Oluşturulması / Yöneylem Araştırması ve Endüstri Mühendisliği 26. Ulusal Kongresi (YA/EM 2006) |
| Uluslararası Tam metin bildiri A Novel Nonlinear Programming Approach for Estimating CAPM Beta of An Asset using Fuzzy Regression / FUZZYSS'2011: 2nd International Fuzzy Systems Symposium |
| Uluslararası Tam metin bildiri A Novel Fuzzy Goal Programming Approach for Optimal Investment Decisions / Fuzzyss'13: The 3rd International Fuzzy Systems Symposium |
| Uluslararası Tam metin bildiri New appoach for multiple fuzzy regression with fuzzy output / FUZZYSS09: first international fuzzy systems symposium, Ankara, proceedings |
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2019 Proceeding Book of the y-BIS Conference 2019:Recent Advances in Data Science and Business Analytics , Bilimsel Kitap , Tümü, İLTER DAMLA,KOCADAĞLI OZAN Mimar Sinan Fine Arts University Publications : 884,Kocadağlı Ozan, İlter Damla 978-605-5005-95-5 |
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2011 Natural Environment and Culture in the Mediterranean Region II , Bilimsel Kitap , Bölüm(ler),Evaluation of The Olive Productions in Turkey by Using Time Series Analysis YAMAN KOCADAĞLI AYLİN,KOCADAĞLI OZAN Cambridge Scholars Publishing, UK, 978-1-4438-2986-1 |