Browsing MF, BM, Bildiri ve Sunum Koleksiyonu by Title
Now showing items 1-20 of 37
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Adaptive boosting of DNN ensembles for brain-computer interface spellers
(IEEE, 2021)Steady-state visual evoked potentials (SSVEP) are commonly used in brain computer interface (BCI) applications such as spelling systems, due to their advantages over other paradigms. In this study, we develop a method for ... -
Asymptotically MDS array BP-XOR codes
(2018)Belief propagation (BP) on binary erasure channels (BEC) is a low complexity decoding algorithm that allows the recovery of message symbols based on bipartite graph pruning process. Recently, array XOR codes have attracted ... -
Average bandwidth-cost vs. storage trade-off for bs-assisted distributed storage networks
(IEEE, 2021)In this study, we consider a hierarchically structured base station (BS)-assisted cellular system equipped with a backend distributed data storage in which nodes randomly arrive and depart the cell. We numerically motivate ... -
Base Station-Assisted Cooperative Network Coding for Cellular Systems with Link Constraints
(IEEE, 2022)We consider a novel distributed data storage/caching scenario in a cellular network, where multiple nodes may fail/depart simultaneously To meet reliability, we allow cooperative regeneration of lost nodes with the help ... -
Cloud2HDD: large-scale HDD data analysis on cloud for cloud datacenters
(IEEE, 2020)The main focus of this paper is to develop a distributed large scale data analysis platform for the opensource data of Backblaze cloud datacenter which consists of operational hard disk drive (HDD) information collected ... -
Corner detection by Local Zernike Moments
(2015)In this paper, our corner-based interest point detector, Robust Local Zernike Moment based Features (R-LZMF), which was proved to be scale, rotation and translation-invariant, is investigated for invariance against affine ... -
Cost of guessing: applications to data repair
(Institute of Electrical and Electronics Engineers Inc., 2020)In this paper, we introduce the notion of cost of guessing and provide an optimal strategy for guessing a random variable taking values on a finite set whereby each choice may be associated with a positive finite cost ... -
Curvature effect on aesthetic perception
(Cognitive Science Society, 2022)Aesthetic perception is an inseparable part of the decision-making process in daily life. It also is an important partof the beauty and therefore tastes. The determination of preferences is directly related to the subregions ... -
Customer segmentation and churn prediction via customer metrics
(IEEE, 2022)Bu çalışmada faktoring sektöründe faaliyet gösteren müşterilerin geçmişte yapmış oldukları işlem hareketleri ve sahip oldukları risk, limit ve şirket verileri üzerinden, son işlem tarihlerinden sonra gelecek üç ay içerisinde ... -
Data repair in BS-assisted distributed data caching
(IEEE, 2020)In this paper, centralized and independent repair approaches based on device-to-device communication for the repair of the lost nodes have been investigated in a cellular network where distributed caching is applied whose ... -
Distributed matrix multiplication with MDS array BP-XOR codes for scaling clusters
(IEEE, 2019)This study presents a novel coded computation technique for distributed matrix-matrix product computation at a massive scale that outperforms well known previous strategies in terms of total execution time. Our method ... -
Facial expression recognition from still images
(2017)With the development of technology, Facial Expression Recognition (FER) become one of the important research areas in Human Computer Interaction. Changes in the movement of some muscles in face create the facial expressions. ... -
Facial landmark localization in depth images using supervised descent method
(2015)This paper proposes using the state of the art 2D facial landmark localization method, Supervised Descent Method (SDM), for facial landmark localization in 3D depth images. The proposed method was evaluated on frontal faces ... -
Facial landmark localization in depth images using supervised ridge descent
(2015)Supervised Descent Method (SDM) has proven successful in many computer vision applications such as face alignment, tracking and camera calibration. Recent studies which used SDM, achieved state of the-art performance on ... -
Fault-tolerant strassen-like matrix multiplication
(IEEE, 2020)In this study, we propose a simple method for fault-tolerant Strassen-like matrix multiplications. The proposed method is based on using two distinct Strassen-like algorithms instead of replicating a given one. We have ... -
fNIRS ve makine öğrenmesi ile beğeni tahmini: Öznitelik indirgeme yöntemlerinin karşılaştırılması
(IEEE, 2022)Davranışsal örüntüleri tespit etmede genel olarak kullanılan fMRI yöntemi pahalı ve pratik olmayan özellikleriyle dikkat çekmektedir. Buna karşın yakın kızılötesi spektroskopi (fNIRS) yöntemi daha ucuz ve portatif özelliklere ... -
Human semantic parsing for person re-identification
(2018)Person re-identification is a challenging task mainly dueto factors such as background clutter, pose, illuminationand camera point of view variations. These elements hinder the process of extracting robust and discriminative ... -
Implementation of multi-threaded erasure coding under multi-processing environments
(2016)Galois alan aritmetiği depolama ve iletişim cihazlarını veri kayıplarına karşı korumak için Reed-Solomon silme kodlarının temelini oluşturmaktadır. Galois alan aritmeti^ginin en güncel uygulamaları hızlı Galois alan ... -
Improved bounds on the moments of guessing cost
(IEEE, 2022)Guessing a random variable with finite or countably infinite support in which each selection leads to a positive cost value has recently been studied within the context of "guessing cost". In those studies, similar to ... -
A joint dedupe-fountain coded archival storage
(2017)An erasure-coded archival file storage system is presented using a chunk-based deduplication mechanism and fountain codes for space/time efficient operation. Unlike traditional archival storage, this proposal considers the ...
