Dr. Serkan BALLI
Mugla Sitki Koçman Üniversitesi
H-index: 18
Asia-Turkey
Top articles of Dr. Serkan BALLI
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Machine learning-based novel continuous authentication system using soft keyboard typing behavior and motion sensor data | Neural Computing and Applications | Ensar Arif Sağbaş Serkan Ballı | 2024/1/7 |
Real-time stress detection from smartphone sensor data using genetic algorithm-based feature subset optimization and k-nearest neighbor algorithm | Multimedia Tools and Applications | Ensar Arif Sağbaş Serdar Korukoglu Serkan Ballı | 2024/1 |
Elderly Fall Detection Using Autoencoder Based Dimensionality Reduction and Smartwatch Based Wearable Motion Detectors | Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi | Ensar Arif Sağbaş Serkan Ballı | 2023/10/10 |
Human Activity Recognition with Smartwatch Data by using Mahalanobis Distance-Based Outlier Detection and Ensemble Learning Methods | Academic Platform Journal of Engineering and Smart Systems | Ensar Arif Sağbaş Serkan Ballı | 2023/9/9 |
A novel method for intrusion detection in computer networks by identifying multivariate outliers and ReliefF feature selection | Neural Computing and Applications | Birnur Uzun Serkan Ballı | 2022/10 |
Spam SMS Detection for Turkish Language with Deep Text Analysis and Deep Learning Methods | Arabian Journal for Science and Engineering | Onur Karasoy Serkan Ballı | 2022/8 |
Mahalanobis uzaklığı tabanlı aykırı değer bulma ve ReliefF öznitelik seçimine dayalı bir makine öğrenmesi yaklaşımı ile akıllı telefon verileri üzerinden stres tespiti | Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi | Ensar Arif Sağbaş Serdar Korukoğlu Serkan BALLI | 2022/4/4 |
Forecasting seasonal electricity generation in European countries under Covid-19-induced lockdown using fractional grey prediction models and machine learning methods | Applied Energy | Utkucan Şahin Serkan Ballı Yan Chen | 2021/11 |
A Random Subspace Based Approach for Stress Classification from Smartphone Data | Ensar Arif Sağbaş Serdar Korukoglu Serkan Ballı | 2021/9/15 | |
A novel method for prediction of EuroLeague game results using hybrid feature extraction and machine learning techniques | Chaos, Solitons & Fractals | Serkan Ballı Engin Özdemir | 2021/9 |
Performance evaluation of artificial neural networks for identification of failure modes in composite plates | Environmental Progress & Sustainable Energy | Jakkamputi Lakshmipathi Marikannan Senthilkumar Rakkiyanan Jegadeeshwaran Gnanasekaran Sakthivel Kotha Gangadhar | 2023/3 |
Data analysis of Covid-19 pandemic and short-term cumulative case forecasting using machine learning time series methods | Chaos, Solitons & Fractals | Serkan Ballı | 2021/1 |
Stress detection via keyboard typing behaviors by using smartphone sensors and machine learning techniques | Journal of Medical Systems | Ensar Arif Sağbaş Serdar Korukoglu Serkan Balli | 2020/4 |
Heterojen Ev Ağlarının Aralık Tip-2 Bulanık AHS ve TOPSIS Yöntemleri ile Değerlendirilmesi | Bilişim Teknolojileri Dergisi | Serkan Ballı Ecem Dikmen | 2020/10 |
Evaluation of wind loads and the potential of Turkey's south west region by using log-normal and gamma distributions | Wind and Structures | Ramazan Özkan Faruk Sen Serkan Balli | 2020/10/1 |
Predicting human actions using a hybrid of ReliefF feature selection and kernel-based extreme learning machine | Musa Peker Serkan Ballı Ensar Arif Sağbaş | 2020 | |
Performance Evaluation of Machine Learning Algorithms for Detecting Abnormal Data Traffic in Computer Networks | Rukayya Umar Morufu Olalere Ismaila Idris Raji Abdullahi Egigogo Gbolahan Bolarin | 2019/12/10 | |
Türkiye Erkekler Basketbol Ligi Maç Sonuçlarının Makine Öğrenmesi Yöntemleri İle Tahmini | Mühendislik Bilimleri ve Tasarım Dergisi | Engin Özdemir Serkan Ballı | 2020/9 |
Multi-criteria usability evaluation of symmetric data encryption algorithms in fuzzy environment | SN Applied Sciences | Serkan Balli Menduh Yilmaz | 2020/8 |
