Duygu BAĞCI DAŞ
Ege Meslek Yüksekokulu, Bilgisayar Teknolojileri Bölümü, Bilgisayar Programcılığı Programı
Araştırma alanları: Yapay Zeka, Bilgisayarda Öğrenme ve Örüntü Tanıma, Biyosinyal İşleme, Yazılım, Veritabanı ve Veri Yapıları, Yazılım Mühendisliği, Görüntü ve Video İşleme, Biyoistatistik ve Tıp Bilişimi, Biyomedikal Görüntü İşleme, Biyomekanik, Katı Cisimler Mekaniği
Yayınlar
- Influence of helmet positioning on uncertainty of blunt impact absorption performance tests (2025)
- An Intelligent and Lightweight Approach Based on MobilenetV2 Architecture for Identifying Brain Tumors (2025)
- Complexity of Resting Cortical Activity Predicts Neurophysiological Responses to Theta- Burst Stimulation but Fails to Generalize: A Rigorous Machine-Learning Approach (2025)
- LSC-VAE: a lightweight separable convolutional variational autoencoder for unsupervised and generalisable gearbox fault detection (2025)
- Defect attention-based lightweight real-time adaptable surface defect analysis (2025)
- A multi-modal sensing based terrain identification approach for active lower limb exoskeletons (2025)
- Influence of helmet positioning on uncertainty of blunt impact absorption performance tests (2025)
- LSC-VAE: a lightweight separable convolutional variational autoencoder for unsupervised and generalisable gearbox fault detection (2025)
- GABoT: A Lightweight Real-Time Adaptable Approach for Intelligent Fault Diagnosis of Rotating Machinery (2024)
- Real-time adaptable fault analysis of rotating machines based on Marine predator algorithm optimised LightGBM approach (2024)
- Cognitive State Prediction via EEG Signals Using Convolutional Neural Network (2024)
- Analysis of Deep Learning Performance in MNIST Image Classification Using a Hybrid QCNN-CNN Approach with Quantum and Classical Neural Network Models (2024)
- Analysis of Deep Learning Performance in MNIST Image Classification Using a Hybrid QCNN-CNN Approach with Quantum and Classical Neural Network Models (2024)
- Cognitive State Prediction via EEG Signals Using Convolutional Neural Network (2024)
- Real-time adaptable fault analysis of rotating machines based on Marine predator algorithm optimised LightGBM approach (2024)
- Predicting medical drug usage intentions via SGD-based text classification model (2024)
- Human activity recognition based on multi‐instance learning (2023)
- Smart machine fault diagnostics based on fault specified discrete wavelet transform (2023)
- GASEL: Genetic algorithm-supported ensemble learning for fault detection in autonomous underwater vehicles (2023)
- Crack detection in folded plates with back-propagated artificial neural network (2023)
- Machine learning for fault analysis in rotating machinery: A comprehensive review (2023)
- Delamination Localization in the Composite Thin Plates Using Ensemble Learning: Bagging and Boosting Techniques (2023)
- Network-based community detection of early-stage COVID-19 pandemic based on the international geographical distance (2023)
- İzotropik Plakaların Regressif Topluluk Öğrenmesi Kullanarak Serbest Titreşim Analizi (2022)
- Investigating Word Association Mining Techniques (2022)
- XHAC: Explainable Human Activity Classification From Sensor Data (2022)
- Ordered physical human activity recognition based on ordinal classification (2021)
- Crack Detection in Folded Plates With Back-Propagated Artificial Neural Network (2021)
- Classification of Hand-Based and Non-Hand-Based Physical Activities Using Wearable Sensors (2020)
- Classification of Autism Spectrum Disorder: Deep Learning Approach (2019)
- Mesleki ve Teknik Yükseköğretim Kurumları Öğrencilerinin Sektördeki Modern Teknolojilerle Uyum Süreçlerinin Yapılandırılması (2018)
- Using Artificial Intelligence Algorithms in Damage Detection of Structural Elements (2018)
- Autism Spectrum Disorder Classification : A Deep Learning Approach - Otizm Spektrum Bozukluğu Sınıflandırması : Derin Öğrenme Yaklaşımı (2018)
- Alt Ekstremite Kaslarının Diz Hareketleri İle İlişkisinin Kestiriminde Makine Öğrenmesi Algoritmalarının Kullanımı (2017)
- Test Tabanlı Yazılım Geliştirme Sürecinde Türkiye’de Selenium Kullanımı - The Use of Selenium In Turkey As Test Based Software Development (2017)
- The Performance Analysis Of Optical Burst Switching By Random Forest Algorithm (2017)
- Mesleki ve Teknik Yükseköğretim Kurumları Öğrencilerinin Sektördeki Modern Teknolojilerle Uyum Süreçlerinin Yapılandırılması - Structuring the Process Of The Students Of Vocational And Technical Higher Eductaion Institutions To Adapt The Modern Technologies In Industry (2017)
- Protez-Biyonik El Kontrolü İçin EMG İşaretlerinin MakineÖğrenmesi Metodlarıyla Sınıflandırılması (2016)
- EPUB: Reflowable,accessible,interactive and open source file format for electronic publications in lifelong learning (2015)