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Ensar Arif Sağbaş

Observed names: Ensar Arif SAĞBAŞ, Ensar Arif Sagbas, Ensar Arif Sagbaş, Ensar Arif Sağbas, Sağbaş, Ensar Arif
Institution: Muğla University
ORCID: 0000-0002-7463-1150
Observed ORCID: 0000-0002-7463-1150
OpenAlex ID: A5026813615
Human activity recognition from smart watch sensor data using a hybrid of principal component analysis and random forest algorithm
2018 · Serkan Balli, Ensar Arif Sağbaş, et al. · Measurement and Control · 133
Stress Detection via Keyboard Typing Behaviors by Using Smartphone Sensors and Machine Learning Techniques
2020 · Ensar Arif Sağbaş, Serdar Korukoglu, et al. · Journal of Medical Systems · 117
Diagnosis of transportation modes on mobile phone using logistic regression classification
2018 · Serkan Ballı, Ensar Arif Sağbaş · IET Software · 30
Machine learning-based novel continuous authentication system using soft keyboard typing behavior and motion sensor data
2024 · Ensar Arif Sağbaş, Serkan Ballı · Neural Computing and Applications · 26
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Real-time stress detection from smartphone sensor data using genetic algorithm-based feature subset optimization and k-nearest neighbor algorithm
2023 · Ensar Arif Sağbaş, Serdar Korukoglu, et al. · Multimedia Tools and Applications · 24
A novel two-stage wrapper feature selection approach based on greedy search for text sentiment classification
2024 · Ensar Arif Sağbaş · Neurocomputing · 20
Transportation mode detection by using smartphone sensors and machine learning
2016 · Ensar Arif Sağbaş, Serkan Ballı · Pamukkale University Journal of Engineering Sciences · 15
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Akıllı Saat Algılayıcıları ile İnsan Hareketlerinin Sınıflandırılması
2017 · Serkan BALLI, Ensar Arif SAĞBAŞ · Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi · 13
The Usage of Statistical Learning Methods on Wearable Devices and a Case Study: Activity Recognition on Smartwatches
2017 · Serkan Balli, Ensar Arif Sağbas · InTech eBooks · 13
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A Mobile Solution Based on Soft Computing for Fall Detection
2018 · Serkan Ballı, Ensar Arif Sağbaş, et al. · EAI/Springer Innovations in Communication and Computing · 7
Design of smartwatch-assisted fall detection system via smartphone
2018 · Serkan Ballı, Ensar Arif Sagbaş, et al. · Signal Processing and Communications Applications Conference (SIU) · 6
Predicting Human Actions Using a Hybrid of ReliefF Feature Selection and Kernel-Based Extreme Learning Machine
2020 · Musa Peker, Serkan Ballı, et al. · IGI Global eBooks · 5
MFCC Öznitelikleri ve Adaboost Topluluk Öğrenme Yöntemi Kullanılarak Uyku Seslerinin Sınıflandırılması
2023 · Ensar Arif SAĞBAŞ · Computer Science · 4
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Yüz İfadesi Tanıma için Mesafe Oranlarına Dayalı Öznitelik Çıkarımı ve Genetik Algoritmalar ile Seçimi
2019 · Ensar Arif Sağbaş, Osman Gökalp, et al. · DergiPark (Istanbul University) · 3
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Predicting Human Actions Using a Hybrid of ReliefF Feature Selection and Kernel-Based Extreme Learning Machine
2018 · Musa Peker, Serkan Ballı, et al. · Advances in computational intelligence and robotics book series · 3
Filtre Tabanlı Öznitelik Seçim Yöntemleri Kullanılarak Metinlerde Duygu Sınıflandırması Üzerine Karşılaştırmalı Bir Çalışma
2023 · Ensar Arif SAĞBAŞ · Fırat Üniversitesi Mühendislik Bilimleri Dergisi · 2
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Stress detection on smartphone data with a machine learning approach based on Mahalanobis distance-based outlier finding and ReliefF feature selection
2022 · Ensar Arif Sağbaş, Serdar Korukoğlu, et al. · Pamukkale University Journal of Engineering Sciences · 2
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A novel approach for transportation mode detection: Combining t-SNE manifold learning and support vector machines
2017 · Ensar Arif Sagbas, Musa Peker, et al. · International Artificial Intelligence and Data Processing Symposium (IDAP) · 2
Nocturnal non-speech sound classification with multi-spectrogram feature fusion and an attention-based stacked hybrid convolutional bidirectional long short-term memory–vision transformer architecture
2026 · Ensar Arif Sağbaş · PeerJ Computer Science · 1
Human Activity Recognition with Smartwatch Data by using Mahalanobis Distance-Based Outlier Detection and Ensemble Learning Methods
2023 · Ensar Arif SAĞBAŞ, Serkan BALLI · Academic Platform Journal of Engineering and Smart Systems · 1
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Akilli Telefon Veri̇leri̇ Ve Maki̇ne Öğrenmesi̇ Yöntemleri̇ Kullanilarak Stres Tespi̇ti̇ Çalişmalari Üzeri̇ne Bi̇r Li̇teratür Araştirmasi
2021 · Ensar Arif SAĞBAŞ, Serdar KORUKOĞLU, et al. · Mühendislik Bilimleri ve Tasarım Dergisi · 1
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A Random Subspace Based Approach for Stress Classification from Smartphone Data
2021 · Ensar Arif Sagbas, Serdar Corukoglu, et al. · International Conference on Computer Science and Engineering (UBMK) · 1
Activity recognition by voting method via motion sensors
2017 · Ensar Arif Sağbaş, Serkan Ballı · International Conference on Computer Science and Engineering (UBMK) · 1
Artificial Intelligence Applications for Precision Living: Transforming Dentistry
2026 · Öznur Suçeken, Ensar Arif Sağbaş, et al. · Advances in computational intelligence and robotics book series
A Low-Cost IoT Smart Pill Box with Physical Intake Verification: Design and Evaluation in Real-Life Use
2026 · Rabia Duman, Ensar Arif Sağbaş · Scientific journal of Mehmet Akif Ersoy University.
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Works count: 36
Citation count: 430
H-index: 9
I10-index: 9
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