Bilgisayar Mühendisliği
Recent Submissions
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Metagenomic data analysis with machine learning to discover colorectal cancer-associated enzymes
(Institute of Electrical and Electronics Engineers Inc., 2024)The human gut microbiome comprises over 10 trillion microbes and plays important roles in maintaining metabolism, body homeostasis, impacting immune function. Metagenomics which studies genomic data from clinical and ... -
Prediction of type 2 diabetes using metagenomic data and ıdentification of taxonomic biomarkers
(Institute of Electrical and Electronics Engineers Inc., 2024)Nowadays, different molecular levels of -omics data on diseases are generated and analyzing these data with machine learning methods is one of the popular research topics. Among these data, the use of metagenomic data to ... -
Digital transformation in wireless networks: A comprehensive analysis of mobile data offloading techniques, challenges, and future prospects
(King Saud bin Abdulaziz University, June 2024)Mobile data offloading is a highly promising approach in mobile networks that tackles network congestion at Base Stations (BSs) and greatly improves both the Quality of Service (QoS) and Quality of Experience (QoE) for ... -
Instance-level semantic maps for vision language navigation
(IEEE Computer Society, 2023)Humans have a natural ability to perform semantic associations with the surrounding objects in the environment. This allows them to create a mental map of the environment, allowing them to navigate on-demand when given ... -
Characterizing face recognition for resource efficient deployment on edge
(Institute of Electrical and Electronics Engineers Inc., 2023)Deployment of Face Recognition systems on the edge has seen significant growth due to advancements in hardware design and efficient neural architectures. However, tailoring SOTA Face Recognition solutions to a specific ... -
Multimodal classifier for disaster response
(Springer Science and Business Media Deutschland GmbH, 2024)Data obtained from social media has a massive effect on making correct decisions in time-critical situations and natural disasters. Social media content generally consists of messages, images, and videos. In situations of ... -
Instance-level semantic maps for vision language navigation
(IEEE, 2023)Humans have a natural ability to perform semantic associations with the surrounding objects in the environment. This allows them to create a mental map of the environment, allowing them to navigate on-demand when given ... -
A hardware ımplementation of an open-source qibla direction finder with tilt compensation using 9-dof ımu and gps
(Institute of Electrical and Electronics Engineers Inc., 2023)The Qibla serves as the orientation for Muslims during prayer, indicating the direction towards the Kaaba in the Sacred Mosque of Mecca. Previous works of Qibla finder devices considered the ideal condition, only, of ... -
Effect of recursive cluster elimination with different clustering algorithms applied to gene expression data
(Institute of Electrical and Electronics Engineers Inc., 2023)Feature selection (FS) is an effective tool in dealing with high dimensionality and reducing computational cost. Support Vector Machines-Recursive Cluster Elimination (SVM-RCE) is one of several algorithms that have been ... -
Sulphur x-ray absorption in the local ısm
(Oxford University Press, 1 January )We present a study S K-edge using high-resolution HETGS Chandra spectra of 36 low-mass X-ray binaries. For each source, we have estimated column densities for S i, S ii, S iii, S xiv, S xv, and S xvi ionic species, which ... -
Reconnaissance attack detection via boosting machine learning classifiers
(American Institute of Physics Inc., 20 October)With the advancement of Internet technologies, network security concerns are growing exponentially. One of the most difficult issues of network security is keeping it safe. To detect and identify any malicious behavior the ... -
A topic-specific web crawler using deep convolutional networks
(Zarka Prıvate Unıv, MAY 2023)This paper presented a new focused crawler that efficiently supports the Turkish language. The developed architecture was divided into multiple units: a control unit, crawler unit, link extractor unit, link sorter unit, ... -
L-shell photoionization of magnesium-like ions with new results for cl5+
(MDPI, APR 2023)This study reports on the absolute photoionization cross sections for the magnesium-like Cl5+ ion over the 190-370 eV photon energy range, corresponding to the L-shell (2s and 2p subshells) excitation regime. The experiments ... -
Review of feature selection approaches based on grouping of features
(PEERJ INC, JUL 17 202)With the rapid development in technology, large amounts of high-dimensional data have been generated. This high dimensionality including redundancy and irrelevancy poses a great challenge in data analysis and decision ... -
Streamflow forecasting using a hybrid LSTM-PSO approach: the case of Seyhan Basin
(SPRINGER, FEB 2023)The conditions which affect the sustainability of water cause a number of serious environmental and hydrological problems. Effective and correct management of water resources constitutes an effective and important issue ... -
Maximization of solar radiation for fixed and tracking surfaces in Antalya Province of Turkiye
(UNIV NORTH, 2023)Solar energy has gained increasing importance in today's world and become a viable primary energy source in the recent decade. Solar radiation obtained by the solar surface is highly affected by its orientation, azimuth, ... -
Performance Comparison of Turkish Web Pages Classification
(Institute of Electrical and Electronics Engineers Inc., 2021)Nowadays., web page classification is essential for efficient and fast search engines. There is an ever-increasing need for automatic classification techniques with higher classification accuracy. In this article., a ... -
BERT Based Topic-Specific Crawler
(Institute of Electrical and Electronics Engineers Inc., 2021)Nowadays, retrieving certain information using search engines is very popular and one of the main applications of the Internet. To speed up the process of getting the required information(web pages), having a topic-specific ... -
Review on Network Function Virtualization in Information-Centric Networking
(Institute of Electrical and Electronics Engineers Inc., 2021)Network function virtualization (NFV / VNF) and information-centric networking (ICN) are two trending technologies that have attracted expert's attention. NFV is a technique in which network functions (NF) are decoupling ... -
Real-time GP-based wheelchair corridor following
(Institute of Electrical and Electronics Engineers Inc., 2021)In this paper, we present a novel GP-based visual controller. The HOG features are used as a global representation of the observed image. The Gaussian Processes (GP) algorithm is trained to learn the mapping from the HOG ...
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