Bilgisayar Mühendisliği Bölümü Bildiri ve Sunum Koleksiyonu
Recent Submissions
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Colorectal Cancer Diagnosis with Deep Learning Models
(International Institute of Informatics and Cybernetics, 2024)The third most common disease in the world, colorectal cancer, frequently has the highest death rate. Surgery is a viable treatment option, but after five years, thirty to forty percent of patients have recurrence. Many ... -
PV Systems Efficiency Evaluation Using Machine Learning Techniques
(Institute of Electrical and Electronics Engineers Inc., 2024)Many factors, such as solar irradiance, temperature, angle of incidence, shading, panel degradation, temperature coefficient, and other parameters, can substantially affect the efficiency of photovoltaic (PV) systems. This ... -
Personal Rights and Intellectual Properties in the Upcoming Era: The Rise of Deepfake Technologies
(Springer, 2024)This study analyses the newest ways that companies are adapting at profiting from people that are no longer alive and protected by the law. Personal rights have been put in place to protect individuals, however, with the ... -
Zero-Shot Object Detection and Segmentation: A Focus on Street View Imagery
(IEEE, 2024)With the advancement of data collection technologies, the importance of new data types like street view images, in addition to satellite and aerial images, has increased. Street view images (SVI) stand out by containing ... -
Image-Based Nystagmus Analysis in BPPV Disorders: Polar Coordinate System and Template Matching
(IEEE, 2024)Benign Paroxysmal Positional Vertigo (BPPV) is an inner ear disorder characterized by dizziness and a sense of imbalance, resulting from a disturbance in the balance center located in the inner ear, often due to dislodged ... -
Sentiment Analysis on Reviews of Amazon Products Using Different Machine Learning Algorithms
(Springer, 2024)There are thousands of products with hundreds of reviews on major e-commerce sites such as Amazon and eBay. Customers often browse through positive and negative reviews before making a purchase decision. Reading hundreds ... -
Finding the Flies in the Sky Using Advanced Deep Learning Algorithms
(Springer, 2024)Image processing is a concept that allows us to perform operations on images by extracting meaningful features from them. Deep learning algorithms are frequently used in image processing. Although there are many algorithms ... -
Determining Whether a Turkish Text is Produced by Artificial Intelligence or Human
(IEEE, 2024)Nowadays, with the acceleration of the flow of information over the internet, text content such as articles, blog posts and news are now produced in digital environments. Some of this content is produced by artificial ... -
Weather Forecasting Using Back Propagation Feed Forward Neural Network and Multiple Linear Regression
(İstanbul Sabahattin Zaim Üniversitesi, 2021)Weather forecast is one of the most important research areas in world problems such as meteorology, human civilization, drought, agriculture and dams. We propose Back Propagation Feed Forward Neural Network and ... -
Tuberculosis and Lung Cancer Prediction using Machine Learning Methods and Over-Sampling Technique
(İstanbul Sabahattin Zaim Üniversitesi, 2021)With the continuous advancement of technology, people and machines can complement their specific skills to achieve effective results. In this sense, with the inevitable increase in the number of diseases that threaten ... -
Skin Lesions Segmentation and Classification for Medical Diagnosis
(İstanbul Sabahattin Zaim Üniversitesi, 2021)Classification and segmentation of various skin lesions play a very important role in the field of dermoscopy. Using computer-aided applications to detect cancerous cells and predict the lesion as benign and malignant ... -
Electricity Loss and Fraud Prediction with Deep Learning
(İstanbul Sabahattin Zaim Üniversitesi, 2021)In developing countries, energy usage has increased with remaining population, industry, widespread technology and the increasing trend of economy. The main energy source of this increase is electricity. From this ... -
COVID-19 Detection from Chest X-ray Images using CNN
(İstanbul Sabahattin Zaim Üniversitesi, 2021)After Covid-19 was detected in China in December 2019, it spread rapidly and affected the whole world. The similarity of COVID-19 disease with other lung infections makes it difficult to make an accuracy prediction ... -
Comparative Analysis of Deep Learning and Traditional Machine Learning Models for Turkish Text Classification
(İstanbul Sabahattin Zaim Üniversitesi, 2021)In this study, using the word embedding method Doc2vec, the Turkish Text Classification 3600 (TTC-3600) dataset consisting of Turkish news texts was classified based on deep learning. Most commonly used classifiers ... -
Hypermeters Optimization in Recurrent Neural Networks-LSTM Approach for Human Activity Recognition
(İstanbul Sabahattin Zaim Üniversitesi, 2021)Human activity recognition (HAR) has become more popular with the increase of applications involving human-computer interaction. The problem of recognizing and classifying people's daily life activities is a very ... -
Machine Learning Methods for Land Cover Classification from Multi-Spectral Images
(İstanbul Sabahattin Zaim Üniversitesi, 2021)Remote sensing data has played vital role in land use/land-cover applications. Many machine learning methods have been proposed to obtain different land cover classes. In this paper, we investigated the capabilities ... -
Identifying Pneumonia in SARS-CoV-2 Disease from Images using Deep Learning
(İstanbul Sabahattin Zaim Üniversitesi, 2021)Deep learning methods are commonly used in various applications now a days. It has also shown its effectiveness in the field of medicine and is actively used as an auxiliary technology. Although the COVID-19 epidemic ... -
Gender Classification Using Deep Learning Techniques
(İstanbul Sabahattin Zaim Üniversitesi, 2021)Gender classification from face images is a challenging task due to presence of complex background, object occlusion, and variations in illumination conditions. Face images can be exploited for various applications ... -
Fruits Sorting with Instance Based Image Processing
(İstanbul Sabahattin Zaim Üniversitesi, 2021)In the agricultural industry which is among the most prominent sectors on a world scale, image processing for efficiency and quality has also become an important domain. Automation systems are working with image ... -
Yapay sinir ağları ve K-En yakın komşu algoritmalarının birlikte çalışma tekniği (Ensemble) ile metin türü tanıma
(2017)Günümüzde bazı problemlerin oldukça karmaşık olması, sıradan algoritmalarla çözümlenemeyecek derecelere ulaşabilmektedir. Bu sebeple daha zeki algoritmalara ihtiyaç duyulmaktadır. Metin tanıma, karakter tanıma, yüz tanıma, ...
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