MF, BM, Bildiri ve Sunum Koleksiyonu
Recent Submissions
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TurCoins: Turkish republic coin dataset
(IEEE, 2021)In this paper, we present a novel and comprehensive dataset which contains Turkish Republic coins minted since 1924 and present a deep learning based system that can automatically classify coins. The proposed dataset ... -
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 ... -
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 ... -
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 ... -
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 ... -
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 ... -
Recognizing non-manual signs in Turkish sign language
(IEEE, 2019)Recognition of non-manual components in sign language has been a neglected topic, partly due to the absence of annotated non-manual sign datasets. We have collected a dataset of videos with non-manual signs, displaying ... -
Multi-view reconstruction of 3D human pose with procrustes analysis
(IEEE, 2019)Recovery of 3D human pose from cameras has been the subject of intensive research in the last decade. Algorithms that can estimate the 3D pose from a single image have been developed. At the same time, many camera environments ... -
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 ... -
Kernel density estimation for optimal detection in All-Bit-Line MLC flash memories
(IEEE, 2019)NAND flash memories have recently become the main component of large-scale non-volatile storage systems. Recent studies have shown that various error sources degrade the Multi-level cell (MLC) memory performance, including ... -
An XML parser for Turkish wikipedia
(IEEE, 2019)Nowadays, visual and written data that can be easily accessed over the internet has enabled the development of research in many different fields. However, the availability of data is not sufficient by itself. It is of great ... -
A visualization platfom for disk failure analysis
(IEEE, 2018)Binlerce depolama aygıtının birarada çalıştığı büyük veri merkezi gibi ortamlarda, bir veya daha çok depolama aygıtının aynı anda bozulması veya beklenenden farklı şekillerde çalışması, artık süpriz olmaktan çıkıp bilinen ... -
An overview of blockchain technologies: principles, opportunities and challenges
(IEEE, 2018)Blokzincir, toplumumuzun birbiriyle iletişim kurma ve ticaret yapma biçiminde devrim yapma potansiyeline sahip, yakın zamanda ortaya çıkmış olan bir teknolojidir. Bu teknolojinin sağladığı en önemli avantaj aracı gerektiren ... -
Parallelization and performance analysis of reversible circuit synthesis
(26th IEEE Signal Processing and Communications Applications Conference, SIU 2018IEEE, 2018)Kuantum bilgisayarların son on yılda yükselen popülerliği tersinir devre sentezine verilen ilginin de artması ile sonuçlanmıştır. Bu çalı¸smada, literatürde popüler olarak bilinen temel fonksiyonlara dayalı bir sentezleme ... -
Next-generation data storage: transistor and DNA
(Institute of Electrical and Electronics Engineers Inc., 2018)With the generation of diverse data growing at exponential rates, investigating better digital storage media is inevitable. Currently, one solution is the utilization of solid-state based memory devices, which offer several ... -
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 ... -
OpenMP and POSIX threads implementation of Jerasure 2.0
(2017)In shared memory multiprocessor architectures, threads can be used to implement parallelism. POSIX threads (pthreads) is a low-level bare-bones programming interface for working with threads. Therefore, we have extremely ... -
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. ... -
Mojette transform based LDPC erasure correction codes for distributed storage systems
(2017)Mojette Transform (MT) based erasure correction coding possesses extremely efficient encoding/decoding algorithms and demonstrate promising burst erasure recovery performance. MT codes are based on discrete geometry and ... -
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 ...
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