Search Results - "Oz, Cemil"
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A Linearization–Based Hybrid Approach for 3D Reconstruction of Objects in a Single Image
Published in International journal of applied mathematics and computer science (01-09-2021)“…The shape-from-shading (SFS) technique uses the pattern of shading in images in order to obtain 3D view information. By virtue of their ease of implementation,…”
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A new sequence based encoding for prediction of host–pathogen protein interactions
Published in Computational biology and chemistry (01-02-2019)“…[Display omitted] •We proposed a novel and robust sequence based feature extraction method to predict pathogen–host interactions.•We have applied our method…”
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Marble Surface Anomaly Detection Using Autoencoder Architecture
Published in Jurnal EECCIS (28-05-2024)“…Marble is a material that is commonly used for building components such as furniture, flooring, countertops, bathrooms, windows in homes etc. Due to the many…”
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Differentiation of multiple sclerosis lesions and low-grade brain tumors on MRS data: machine learning approaches
Published in Neurological sciences (01-08-2021)“…Some multiple sclerosis (MS) lesions may have great similarities with neoplastic brain lesions in magnetic resonance (MR) imaging and thus wrong diagnoses may…”
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Prediction of Unknown Terrorist Group Names Responsible for Attacks in Turkey
Published in Sakarya university journal of computer and information sciences (31-12-2022)“…In this paper, the dataset of real incidents that occurred in Turkey between 2013 and 2017 and are regarded as acts of terrorism without any doubt according to…”
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Deep learning-based facial expression recognition for monitoring neurological disorders
Published in 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01-11-2017)“…Facial expressions play an important role in communication. Impaired facial expression is a common sign of numerous medical conditions, particularly…”
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Conference Proceeding -
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American Sign Language word recognition with a sensory glove using artificial neural networks
Published in Engineering applications of artificial intelligence (01-10-2011)“…An American Sign Language (ASL) recognition system is being developed using artificial neural networks (ANNs) to translate ASL words into English. The system…”
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Deep learning-based face analysis system for monitoring customer interest
Published in Journal of ambient intelligence and humanized computing (2020)“…In marketing research, one of the most exciting, innovative, and promising trends is quantification of customer interest. This paper presents a deep…”
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Differentiation of relapsing-remitting and secondary progressive multiple sclerosis: a magnetic resonance spectroscopy study based on machine learning
Published in Arquivos de neuro-psiquiatria (01-12-2020)“…ABSTRACT Introduction: Magnetic resonance imaging (MRI) is the most important tool for diagnosis and follow-up in multiple sclerosis (MS). The discrimination…”
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Facial expression recognition for monitoring neurological disorders based on convolutional neural network
Published in Multimedia tools and applications (01-11-2019)“…Facial expressions are a significant part of non-verbal communication. Recognizing facial expressions of people with neurological disorders is essential…”
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Reliability and Validity of an Innovative Method of ROM Measurement Using Microsoft Kinect V2
Published in Mühendislik bilimleri dergisi (01-01-2018)“…Measuring Range of Motion (ROM) is the first step of physical therapy. A new method to measure ROM by Kinect V2 whose camera type is time of flight is…”
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Linguistic properties based on American Sign Language isolated word recognition with artificial neural networks using a sensory glove and motion tracker
Published in Neurocomputing (Amsterdam) (01-10-2007)“…Sign language (SL), which is a highly visual–spatial, linguistically complete, and natural language, is the main mode of communication among deaf people…”
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A Sentiment Analysis Model for Terrorist Attacks Reviews on Twitter
Published in Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi (01-12-2020)“…Twitter is considered as one of the famous microblogs that attract politicians and individuals to express their views on political, economic and social issues…”
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Traffic Education for Inexperienced Drivers with Virtual Driving Simulator
Published in Sakarya university journal of computer and information sciences (29-08-2019)“…The numbers of vehicles in the traffic and population density have been increased with rising affluence. Besides this situation, people are not enough…”
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Cigarette Detection in Images Based on YOLOv8
Published in Sakarya university journal of computer and information sciences (31-08-2024)“…Tһіs studу іnvestіgаtes metһоds tо develор аnd test tһe аutоmаtіc detectіоn оf cіgаrettes іn іmаges usіng mоdern deeр leаrnіng mоdels sucһ аs ҮОLОv5 аnd…”
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C# ile nesneye dayalı programlama
Published 2023“…Bu kitabın amacı, C# programlama diline ait ifade ve yapıları kullanarak nesneye dayalı programlamanın temel prensiplerini öğretmektir. C# programlama dili…”
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Development of a 3D Virtual Welding Simulator Using Weld Bead Created by Voxelization Technique
Published in Düzce Üniversitesi bilim ve teknoloji dergisi (Online) (23-10-2024)“…In this study, we developed and implemented a cost-reducing, real-time virtual welding simulator to train welder candidates. In order to make a real-time…”
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Performance Comparison of Transfer Learning and Training from Scratch Approaches for Deep Facial Expression Recognition
Published in 2019 4th International Conference on Computer Science and Engineering (UBMK) (01-09-2019)“…Convolutional neural networks (CNN) are often used in many areas such as object detection/recognition, biomedical image analysis, driver monitoring, facial…”
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Conference Proceeding