Search Results - "Arslan, Recep Sinan"

Sleep disorder and apnea events detection framework with high performance using two-tier learning model design by Arslan, Recep Sinan

“…Sleep apnea is defined as a breathing disorder that affects sleep. Early detection of sleep apnea helps doctors to take intervention for patients to prevent…”
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AndroAnalyzer: android malicious software detection based on deep learning by Arslan, Recep Sinan

“…Technological developments have a significant effect on the development of smart devices. The use of smart devices has become widespread due to their extensive…”
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FG-Droid: Grouping based feature size reduction for Android malware detection by Arslan, Recep Sinan

“…The number of applications prepared for use on mobile devices has increased rapidly with the widespread use of the Android OS. This has resulted in the…”
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Singer identification model using data augmentation and enhanced feature conversion with hybrid feature vector and machine learning by Hizlisoy, Serhat, Arslan, Recep Sinan, Çolakoğlu, Emel

“…Analyzing songs is a problem that is being investigated to aid various operations on music access platforms. At the beginning of these problems is the…”
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The ARIMA model approach for the biofilm-forming capacity prediction of Listeria monocytogenes recovered from carcasses by Dishan, Adalet, Barel, Mukaddes, Hizlisoy, Serhat, Arslan, Recep Sinan, Hizlisoy, Harun, Gundog, Dursun Alp, Al, Serhat, Gonulalan, Zafer

“…The present study aimed to predict the biofilm-formation ability of L. monocytogenes isolates obtained from cattle carcasses via the ARIMA model at different…”
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AMD‐CNN: Android malware detection via feature graph and convolutional neural networks by Arslan, Recep Sinan, Tasyurek, Murat

“…Summary Android malware has become a serious threat to mobile device users, and effective detection and defence architectures are needed to solve this problem…”
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RT-Droid: a novel approach for real-time android application analysis with transfer learning-based CNN models by Tasyurek, Murat, Arslan, Recep Sinan

“…Today, the number, type and complexity of malware is increasing rapidly. Convolution neural network (CNN) based networks continue to be used in software…”
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Using an Artificial Neural Networks Approach to Assess the Links Among Environmental Protection Expenditure, Energy use and Growth in Finland by Daşbaşı, Bahatdin, Barak, Doğan, Taşyürek, Murat, Arslan, Recep Sinan

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Automated sleep scoring system using multi-channel data and machine learning by Arslan, Recep Sinan, Ulutaş, Hasan, Köksal, Ahmet Sertol, Bakır, Mehmet, Çiftçi, Bülent

“…Sleep staging is one of the most important parts of sleep assessment and it has an important role in early diagnosis and intervention of sleep disorders…”
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Sensitive deep learning application on sleep stage scoring by using all PSG data by Arslan, Recep Sinan, Ulutas, Hasan, Köksal, Ahmet Sertol, Bakir, Mehmet, Çiftçi, Bülent

“…Polysomnography (PSG)-based sleep stage scoring is time-consuming and it suffers from variability in results. With the help of automated PSG scoring, which is…”
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End-to end decision support system for sleep apnea detection and Apnea-Hypopnea Index calculation using hybrid feature vector and Machine learning by Arslan, Recep Sinan, Ulutas, Hasan, Köksal, Ahmet Sertol, Bakir, Mehmet, Çiftçi, Bülent

“…Sleep apnea is a disease that occurs due to the decrease in oxygen saturation in the blood and directly affects people's lives. Detection of sleep apnea is…”
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Identify Type of Android Malware with Machine Learning Based Ensemble Model by Arslan, Recep Sinan

“…The Android operating system is widely used in mobile devices thanks to its open source environment, flexible structure and features it offers. This situation…”
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Karanlık ağ trafiğinin makine öğrenmesi yöntemleri kullanılarak tespiti ve sınıflandırılması by UĞURLU, Mesut, DOGRU, İbrahim, ARSLAN, Recep Sinan

“…Dijitalleşme ile suç dünyası da dijital bir hale gelmiştir ve internet üzerinden işlenen suçların sayısı her geçen gün artmaktadır. Siber suçlular ve…”
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Comparison of Feature Selection Methods in Security Analysis of Android by Arslan, Recep Sinan

“…Feature selection as a dimension reduction technique aims to select the subset containing less features by removing unrelated redundant or noisy features…”
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The Effect of Different Optimization Techniques on End-to-End Turkish Speech Recognition Systems that use Connectionist Temporal Classification by Arslan, Recep Sinan, Barissi, Necaattin

“…In the production of acoustic models for speech recognition applications, the use of Long Short Term Memory(LSTM) based Recurrent Neural Network(RNN) has begun…”
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Android mobil uygulamalar için izin karşılaştırma tabanlı kötücül yazılım tespiti by Barışçı,Necaattin, Doğru,İbrahim Alper, Arslan,Recep Sinan

“…Mobil uygulamalar izin tabanlı modelleri sayesinde kendi güvenlik ve gizlilik modellerini oluştururlar. Uygulamalar, yüklendikleri mobil araçlarda herhangi bir…”
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