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Turkish Journal of Electrical Engineering and Computer Sciences

Volume 30, Number 1 (2022)

Cover and Contents

Articles

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Using vertical areas in finite set model predictive control of a three-level inverter aimed at computation reduction
ALIREZA JAAFARI, ALIREZA DAVARI, CRISTIAN GARCIA, and JOSE RODRIGUEZ
Pages 18-34

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A futuristic approach to generate random bit sequence using dynamic perturbedchaotic system
SATHYA KRISHNAMOORTHI, PREMALATHA JAYAPAUL, VANI RAJASEKAR, RAJESH KUMAR DHANARAJ, and CELESTINE IWENDI
Pages 35-49

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Motion-aware vehicle detection in driving videos
MEHMET KILIÇARSLAN and TANSU TEMEL
Pages 63-78

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CNN based sensor fusion method for real-time autonomous robotics systems
BERAT YILDIZ, AKİF DURDU, AHMET KAYABAŞI, and MEHMET DURAMAZ
Pages 79-93

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Improving collaborative recommendation based on item weight link prediction
SAHRAOUI KHARROUBI, YOUCEF DAHMANI, and OMAR NOUALI
Pages 109-126

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Application of long short-term memory (LSTM) neural network based on deeplearning for electricity energy consumption forecasting
MEHMET BİLGİLİ, NİYAZİ ARSLAN, ALİİHSAN ŞEKERTEKİN, and ABDULKADİR YAŞAR
Pages 140-157

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A Simple dual-band quasi-Yagi antenna with defected ground structures
GÖKSEL TURAN and HAYRETTİN ODABAŞI
Pages 158-166

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Deep learning-aided automated personal data discovery and profiling
APDULLAH YAYIK, VEDAT AYBAR, HASAN HÜSEYİN APIK, SEVCAN İÇÖZ, BEKİR BAKAR, and TUNGA GÜNGÖR
Pages 167-183

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Evaluating the English-Turkish parallel treebank for machine translation
ONUR GÖRGÜN and OLCAY TANER YILDIZ
Pages 184-199

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A novel energy consumption model for autonomous mobile robot
GÜRKAN GÜRGÖZE and İBRAHİM TÜRKOĞLU
Pages 216-232

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Automatically classifying familiar web users from eye-tracking data:a machine learning approach
MELİH ÖDER, ŞÜKRÜ ERASLAN, and YELİZ YESİLADA
Pages 233-248

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Stability regions in time delayed two-area LFC system enhanced by EVs
Ausnain NAVEED, ŞAHİN SÖNMEZ, and SAFFET AYASUN
Pages 249-262

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An effective prediction method for network state information in SD-WAN
ERDAL AKIN, FERDİ SARAÇ, and ÖMER ASLAN
Pages 263-278

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Temporal bagging: a new method for time-based ensemble learning
GÖKSU TÜYSÜZOĞLU, DERYA BİRANT, and VOLKAN KIRANOĞLU
Pages 279-294

Editors

Editor-in-Chief
Prof. Dr. Muhammet UZUNTARLA
Gebze Technical University

Associate Editors-in-Chief
Assoc. Prof. Dr. Ahmet Mete VURAL
Gaziantep University
Assoc. Prof. Dr. Sedat AKLEYLEK
Ondokuz Mayıs University
Joaquín J. TORRES-AGUDO
University of Granada

Editorial Board