Search Results - "Atila, Orhan"
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1
An Effective Hybrid Model for EEG-Based Drowsiness Detection
Published in IEEE sensors journal (01-09-2019)“…Early detection of driver drowsiness and the development of a functioning driver alertness system may support the prevention of numerous vehicular accidents…”
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2
Investigation of the thermal conductivity of soil subjected to freeze–thaw cycles using the artificial neural network model
Published in Journal of thermal analysis and calorimetry (01-07-2022)“…In cold regions, a better understanding of soil thermal conductivity is necessary for a variety of earthworks and engineering applications such as ground heat…”
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LSGP-USFNet: Automated Attention Deficit Hyperactivity Disorder Detection Using Locations of Sophie Germain's Primes on Ulam's Spiral-Based Features with Electroencephalogram Signals
Published in Sensors (Basel, Switzerland) (01-08-2023)“…Anxiety, learning disabilities, and depression are the symptoms of attention deficit hyperactivity disorder (ADHD), an isogenous pattern of hyperactivity,…”
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Attention guided 3D CNN-LSTM model for accurate speech based emotion recognition
Published in Applied acoustics (01-11-2021)“…In this paper, a novel approach, which is based on attention guided 3D convolutional neural networks (CNN)-long short-term memory (LSTM) model, is proposed for…”
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5
Swin transformer-based fork architecture for automated breast tumor classification
Published in Expert systems with applications (05-12-2024)“…Breast cancer constitutes a prevalent and escalating health concern globally. Additionally, the significance of early diagnosis for effective treatment cannot…”
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Combustion of high carbon (C7-C8) alcohol fuels in a reactivity controlled compression ignition (RCCI) engine as low reactivity fuels and ANN approach to predict RCCI emissions
Published in Fuel (Guildford) (01-07-2022)“…•The effect of C7 & C8 alcohol fuels on RCCI combustion.•Using heptanol produced less CO and more HC emissions compared to octanol.•NOx and smoke opacity…”
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Explainable COVID-19 detection using fractal dimension and vision transformer with Grad-CAM on cough sounds
Published in Biocybernetics and biomedical engineering (01-07-2022)“…The polymerase chain reaction (PCR) test is not only time-intensive but also a contact method that puts healthcare personnel at risk. Thus, contactless and…”
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Deep Learning and Audio Based Emotion Recognition
Published in 2019 International Artificial Intelligence and Data Processing Symposium (IDAP) (01-09-2019)“…While tightening and expansion of our facial muscles cause some changes called facial expressions as a reaction to the different kinds of emotional situations…”
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