Güncel Gönderiler: Bilgisayar Mühendisliği Bölümü
Toplam kayıt 179, listelenen: 81-100
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An Object Detection and Identification System for a Mobile Robot Control
(Balkan Yayın, 2017)The one of the features of mobile robot control is to detect and to identify objects in workspace. Especially, autonomous systems must detect obstacles and then revise actual trajectories according to new conditions. Hence, ... -
MS-TR: A Morphologically Enriched Sentiment Treebank and Recursive Deep Models for Compositional Semantics in Turkish
(Taylor & Francis, 2021)Recursive Deep Models have been used as powerful models to learn compositional representations of text for many natural language processing tasks. However, they require structured input (i.e. sentiment treebank) to encode ... -
UAV Path Planning with Parallel Genetic Algorithms on CUDA Architecture
(IEEE, 2014)In recent years, Unmanned Aerial Vehicles (UAVs) have been emerged as an attractive technology for different types of military and civil applications, which have gained importance in academic researches. In these ... -
Multi-Scale Hierarchical Topology Optimization for Nanophotonic Design
(Optics InfoBase Conference Papers, 2020)We develop a multi-scale method to rapidly design efficient and fabricationcompatible nanophotonic devices, and demonstrate it by designing a mode multiplexer with 98.1% efficiency in 104 iterations under 50 seconds using ... -
Memory-Assisted Dynamic Multi-Objective Evolutionary Algorithm for Feature Drift Problem
(IEEE, 2020)In this paper, we propose an enhanced feature selection algorithm able to cope with feature drift problem that may occur in data streams, where the set of relevant features change over time. We utilize a dynamic ... -
Malware Detection in Android Systems with Traditional Machine Learning Models: A Survey
(IEEE, 2020)Due to the increased number of mobile devices, they are integrated in every dimension of our daily life. To execute some sophisticated programs, a capable operating must be set up on them. Undoubtedly, Android is the ... -
Fast Iris Segmentation Algorithm for Visible Wavelength Images Based on Multi-color Space
(Springer, 2020)Iris recognition for eye images acquired in visible wavelength is receiving increasing attention. In visible wavelength environments, there are many factors that may cover or affect the iris region which makes the iris ... -
Evaluation of a New Heart Beat Classification Method Based on ABC Algorithm, Comparison with GA, PSO and ACO Classifiers
(Inderscience Enterprises, 2014)In this paper, we proposed a new method modified artificial bee colony (MABC) algorithm and it is applied to ECG signal analysis for heart beat classification. MITBIH database ECG data is used. In this dataset, MABC ... -
Detecting Suspicious Activities of Digital Trolls During the Political Crisis
(IEEE, 2020)With the huge widespread and usage of social media in our life, it becomes an effective tool to share our feeling, opinions and even our political orientations when there is civil unrest or protests. As a result, there ... -
Veri Madenciliği Teknikleriyle Türkçe Web Sayfalarının Kategorize Edilmesi
(IEEE, 2017)Günümüzde artan veri miktarıyla başa çıkabilmek için tek başına insan gücünün kullanılması mümkün görünmemektedir. Bu sebeple benzer dokümanları bir araya gruplayabilecek ya da dokümanları, önceden tanımlı kategorilere ... -
An Improved Clustering Algorithm for Text Mining: Multi-Cluster Spherical K-Means
(Zarqa University, 2016)Thanks to advances in information and communication technologies, there is a prominent increase in the amount of information produced specifically in the form of text documents. In order to, effectively deal with this ... -
A Novel Application to Increase Energy Efficiency Using Artificial Neural Networks
(IEEE, 2016)In this paper, a novel system application to recover electricity losses using an unsupervised learning, self-learning mapping mechanism is introduced. Actually, energy and its transmission are becoming a vital issue for ... -
Combinatorial Bees Algorithm for Vehicle Routing Problem
(Wiley, 2021)Vehicle routing problem (VRP) is a combinatorial optimization problem that has been studied intensively for years. Although VRP can be solved using an exact method for small instances, a more complex one will be impractical ... -
An Improved Vantage Point Bees Algorithm to Solve Combinatorial Optimization Problems from TSPLIB
(Wiley, 2021)This paper presents an improved version of the Vantage Point Bees Algorithm (VPBA-II), which is implemented to solve the Travelling Salesman Problem. The Vantage Point Tree has been used to produce initial tour solutions ... -
Classification of Lung Nodules Using Textural Features
(Institute of Electrical and Electronics Engineers (IEEE), 2019)In this study, a computer-aided detection system was developed for detection and investigation of lung nodules in computed tomography images using image processing techniques. The computer aided detection system consists ... -
A Robust Iris Segmentation Algorithm Based on Pupil Region for Visible Wavelength Environments
(Institute of Electrical and Electronics Engineers (IEEE), 2020)In the last decade, the research on iris biometric has received increasing attention. Most of this research targets the iris recognition scenarios in constrained or controlled conditions, where considering the unconstrained ... -
A Novel Collective Crossover Operator for Genetic Algorithms
(Institute of Electrical and Electronics Engineers (IEEE), 2020)Crossover is the main genetic operator which influences the power of evolutionary algorithms. Among a variety of crossover operators, there has been a growing interest in multi-parent crossover operators in evolutionary ... -
The Vantage Point Bees Algorithm
(Institute of Electrical and Electronics Engineers (IEEE), 2015)In this paper, an implementation of vantage point local search procedure for the Bees Algorithm (BA) in combinatorial domains is presented. In its basic version, the BA employs a local search combined with random search ... -
Recommending Healthy Meal Plans by Optimising Nature-Inspired Many-Objective Diet Problem
(SAGE, 2021)Healthy eating is an important issue affecting a large part of the world population, so human diets are becoming increasingly popular, especially with the devastating consequences of Coronavirus Disease (Covid-19). A ... -
Gerçek Türkiye Verileri Kullanılarak Yol Bulma Algoritmalarının Simülasyonu ve Karşılaştırılması
(IEEE, 2018)Yol bulma algoritmaları, sayısal olarak elde edilen konum bilgilerini kullanarak, istenen kaynak noktasından varış noktasına olası rotaları bulmayı sağlamaktadır. Bir kaynak noktasından hedefe olan en kısa yolun ...
