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- Türkiye Bilimsel ve Teknolojik Araştırma KurumuTR12 papers
- Sabancı ÜniversitesiTR5 papers
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4 papers · 1 filter
Robust and Fast Automatic Modulation Classification with CNN under Multipath Fading Channels
Kürşat Tekbıyık, Ali Rıza Ekti, Ali Görçin +2
Automatic modulation classification (AMC) has been studied for more than a quarter of a century; however, it has been difficult to design a classifier that operates successfully un…
Robust Ensemble Classifier Combination Based on Noise Removal with One-Class SVM
Ferhat Özgür Çatak
In machine learning area, as the number of labeled input samples becomes very large, it is very difficult to build a classification model because of input data set is not fit in a…
Classification with Boosting of Extreme Learning Machine Over Arbitrarily Partitioned Data
Ferhat Özgür Çatak
Machine learning based computational intelligence methods are widely used to analyze large scale data sets in this age of big data. Extracting useful predictive modeling from these…
Classification with Extreme Learning Machine and Ensemble Algorithms Over Randomly Partitioned Data
Ferhat Özgür Çatak
In this age of Big Data, machine learning based data mining methods are extensively used to inspect large scale data sets. Deriving applicable predictive modeling from these type o…