Prof. Dr. YAŞAR BECERİKLİ

Journal of Supercomputing , cilt.80, sa.12, ss.17575-17605, 2024 (SCI-Expanded)

Detecting audio copy-move forgery with an artificial neural network

Kır Savaş B., Becerikli Y.

SIGNAL IMAGE AND VIDEO PROCESSING , cilt.18, sa.3, ss.2117-2133, 2024 (SCI-Expanded)

Simplified and Smoothed Rapidly-Exploring Random Tree Algorithm for Robot Path Planning

Gultekin A., Diri S., Becerikli Y.

TEHNICKI VJESNIK-TECHNICAL GAZETTE , cilt.30, sa.3, ss.891-898, 2023 (SCI-Expanded)

Behavior-based driver fatigue detection system with deep belief network

NEURAL COMPUTING AND APPLICATIONS , cilt.1, ss.14053-14065, 2022 (SCI-Expanded) Sürdürülebilir Kalkınma

A Resource-Efficient Convolutional Neural Network Accelerator Using Fine-Grained Logarithmic Quantization

Iskurt A., BECERİKLİ Y., MAHMUTYAZICIOĞLU K.

INTELLIGENT AUTOMATION AND SOFT COMPUTING , cilt.33, sa.2, ss.681-695, 2022 (SCI-Expanded) Sürdürülebilir Kalkınma

Real Time Driver Fatigue Detection System Based on Multi-Task ConNN

Savas B., BECERİKLİ Y.

IEEE ACCESS , cilt.8, ss.12491-12498, 2020 (SCI-Expanded) Sürdürülebilir Kalkınma

Recognition of human action in motion detected images with GMACA

Peldek S., BECERİKLİ Y.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , cilt.34, sa.2, ss.1026-1043, 2019 (SCI-Expanded)

Automatic Identification of Landmarks for Standard Slice Positioning in Brain MRI

JOURNAL OF MAGNETIC RESONANCE IMAGING , cilt.34, sa.3, ss.499-510, 2011 (SCI-Expanded)

FAST AND AUTOMATIC BRAIN EXTRACTION BY GEODESIC PASSIVE CONTOURS (BEGPC)

Iskurt A., BECERİKLİ Y.

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL , cilt.6, sa.12, ss.5665-5684, 2010 (SCI-Expanded)

Extraction of media and plaque boundaries in intravascular ultrasound images by level sets and min/max flow

Iskurt A., BECERİKLİ Y.

EXPERT SYSTEMS , cilt.27, sa.2, ss.101-113, 2010 (SCI-Expanded)

MULTIDIMENSIONAL STOCK CUTTING PROBLEM AND A NEW SOLUTION APPROACH

Okatan A., Ozkan D. M., BECERİKLİ Y., Demiray H. E.

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL , cilt.5, ss.4431-4439, 2009 (SCI-Expanded)

A NEW FUZZY EDGE DETECTOR FOR NOISY IMAGES USING MODIFIED WFM FILTER

BECERİKLİ Y., Karan T. M., Okatan A.

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL , cilt.5, sa.6, ss.1725-1733, 2009 (SCI-Expanded)

Modelling spatial distributions of moisture and quality during drying of granular baker's yeast

Yuezgec U., Tuerker M., BECERİKLİ Y.

CANADIAN JOURNAL OF CHEMICAL ENGINEERING , cilt.86, sa.4, ss.725-738, 2008 (SCI-Expanded)

Dynamic neural-network-based model-predictive control of an industrial baker's yeast drying process

YÜZGEÇ U., BECERİKLİ Y., TÜRKER M.

IEEE TRANSACTIONS ON NEURAL NETWORKS , cilt.19, sa.7, ss.1231-1242, 2008 (SCI-Expanded)

Modeling and prediction with a class of time delay dynamic neural networks

Becerikli Y., OYSAL Y.

APPLIED SOFT COMPUTING , cilt.7, sa.4, ss.1164-1169, 2007 (SCI-Expanded)

Fuzzy control of inverted pendulum and concept of stability using Java application

Becerikli Y., Celik B. K.

MATHEMATICAL AND COMPUTER MODELLING , cilt.46, ss.24-37, 2007 (SCI-Expanded)

Wavelet networks for nonlinear system modeling

POSTALCIOĞLU S., Becerikli Y.

NEURAL COMPUTING & APPLICATIONS , cilt.16, ss.433-441, 2007 (SCI-Expanded)

Nonlinear predictive control of a drying process using genetic algorithms

Yuzgec U., Becerikli Y., Turker M.

ISA TRANSACTIONS , cilt.45, sa.4, ss.589-602, 2006 (SCI-Expanded) Sürdürülebilir Kalkınma

Modified descend curvature based fixed form fuzzy optimal control of nonlinear dynamical systems

OYSAL Y., Becerikli Y., Konar A.

COMPUTERS & CHEMICAL ENGINEERING , cilt.30, sa.5, ss.878-888, 2006 (SCI-Expanded)

Neural network implementation in hardware using FPGAs

Sahin S., Becerikli Y., Yazici S.

NEURAL INFORMATION PROCESSING, PT 3, PROCEEDINGS , cilt.4234, ss.1105-1112, 2006 (SCI-Expanded)

Intelligent adaptive nonlinear flight control for a high performance aircraft with neural networks

SAVRAN A., TAŞALTIN R., BECERİKLİ Y.

ISA Transactions , cilt.45, sa.2, ss.225-247, 2006 (SCI-Expanded)

Direct descent curvature optimal control with a modification algorithm and its application to nonlinear process

Becerikli Y., Konar A.

ISA TRANSACTIONS , cilt.45, sa.1, ss.45-54, 2006 (SCI-Expanded)

Phase portrait modeling of a nonlinear system with a dynamic fuzzy network

Oysal Y., Becerikli Y., Konar A.

JOURNAL OF INTELLIGENT MANUFACTURING , cilt.16, sa.6, ss.703-714, 2005 (SCI-Expanded)

Fuzzy lowpass filtering

Becerikli Y., Tutuncu M., Demiray H.

KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS , cilt.3682, ss.378-385, 2005 (SCI-Expanded)

A new fuzzy approach for edge detection

BECERİKLİ Y., KARAN T. M.

COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS , cilt.3512, ss.943-951, 2005 (SCI-Expanded)

On three intelligent systems: dynamic neural, fuzzy, and wavelet networks for training trajectory

Becerikli Y.

NEURAL COMPUTING & APPLICATIONS , cilt.13, sa.4, ss.339-351, 2004 (SCI-Expanded)

Trajectory priming with dynamic fuzzy networks in nonlinear optimal control

Becerikli Y., Oysal Y., Konar A.

IEEE TRANSACTIONS ON NEURAL NETWORKS , cilt.15, sa.2, ss.383-394, 2004 (SCI-Expanded)

Generalized modeling principles of a nonlinear system with a dynamic fuzzy network

Oysal Y., Becerikli Y., Konar A.

COMPUTERS & CHEMICAL ENGINEERING , cilt.27, sa.11, ss.1657-1664, 2003 (SCI-Expanded)

Intelligent optimal control with dynamic neural networks

BECERİKLİ Y., Konar A. F., Samad T.

Neural Networks , cilt.16, sa.2, ss.251-259, 2003 (SCI-Expanded)

On a dynamic wavelet network and its modeling application

Becerikli Y., Oysal Y., Konar A.

ARTIFICAIL NEURAL NETWORKS AND NEURAL INFORMATION PROCESSING - ICAN/ICONIP 2003 , cilt.2714, ss.710-718, 2003 (SCI-Expanded)

Nonlinear filtering design using dynamic neural networks with fast training

Becerikli Y.

COMPUTER AND INFORMATION SCIENCES - ISCIS 2003 , cilt.2869, ss.601-610, 2003 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler

Dijital multimedya verilerinin güvenliği ve sahtecilik tespiti

DÖNMEZ H. G., BECERİKLİ Y.

Adli Tıp Dergisi , cilt.37, sa.3, ss.87-93, 2023 (Hakemli Dergi)

GPS Verisinin Alınamadığı Ortamlarda Otonom Görev Yapabilen Gemi İçin Sensör Kaynaştırma Algoritmaları Tasarımı, Gerçeklenmesi ve Testi

ÇELİK C., BECERİKLİ Y.

International Journal of Advanced Natural Sciences and Engineering Researches (IJANSER): All Sciences Proceedings , cilt.7, sa.6, ss.156-162, 2023 (Hakemli Dergi)

Symbol Detection with Deep Learning

ASLAN F., BECERİKLİ Y.

International Journal of Advanced Natural Sciences and Engineering Researches (IJANSER): All Sciences Proceedings , cilt.7, sa.6, ss.239-243, 2023 (Hakemli Dergi)

Türkçe Twitter Verileri Üzerinde Duygu Analizi: LSTM, CNN-LSTM, BERT Algoritmalarının Karşılaştırılması

International Journal of Advanced Natural Sciences and Engineering Researches (IJANSER) :All Sciences Proceedings , cilt.7, sa.6, ss.132-138, 2023 (Hakemli Dergi)

Optik Görüntülerdeki Deniz Vasıtalarının Derin Öğrenme Yöntemleriyle Tespiti ve Sınıflandırılması

İZALA Y., BECERİKLİ Y.

International Journal of Advanced Natural Sciences and Engineering Researches (IJANSER): All Sciences Proceedings , cilt.7, sa.6, ss.139-144, 2023 (Hakemli Dergi)

Scrum Yöntemi İle Oyun Programlama Ve Süre Tahmini

Mercan Ş., BECERİKLİ Y.

Bilgisayar Bilimleri ve Mühendisliği Dergisi , cilt.14, sa.1, ss.57-67, 2021 (Hakemli Dergi)

A Deep Learning Approach to Driver Fatigue Detection via Mouth State Analyses and Yawning Detection

Gorenekli K., BECERİKLİ Y.

IOSR Journal of Computer Engineering (IOSR-JCE) , cilt.23, sa.3, ss.24-30, 2021 (Hakemli Dergi)

AGILE METHODS IN GAME PROGRAMMING BASED ON SCRUM

Mercan Ş., BECERİKLİ Y.

SAKARYA UNIVERSITY JOURNAL OF SCIENCE , cilt.24, sa.5, ss.882-891, 2020 (Hakemli Dergi)

Performance Evaluation of Support Vector Machine and Convolutional Neural Network Algorithms in Real-time Vehicle Type Classification

Şentaş A., Tashiev I., Küçükayvaz F., Kul S., Eken S., Sayar A., et al.

Evolutionary Intelligence Journal , cilt.13, ss.83-91, 2020 (Hakemli Dergi)

Development of Electronic Water Meter Based on Wireless Network and RF

ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH , cilt.9, sa.2, ss.3905-3908, 2019 (ESCI) Sürdürülebilir Kalkınma

Video Görüntüleri Kullanılarak Sürücü Yorgunluğu Sezme Sistemi Geliştirilmesi (Development of Driver Fatigue Detection System By Using Video Images)

Journal of Intelligent Systems with Applications , cilt.2, sa.1, ss.26-29, 2019 (Hakemli Dergi)

Hücresel Otomata Tabanlı İkili Sınıflandırma

PELDEK S., BECERİKLİ Y.

Bilişim Teknolojileri Dergisi , cilt.12, sa.1, ss.43-58, 2019 (Hakemli Dergi)

Video Görüntüleri Kullanılarak Sürücü Yorgunluğu Sezme Sistemi GeliĢtirilmesi(Development of Driver Fatigue Detection System By Using Video Images)(Bu çalışma ASYU-2017 Konferansında sunulmuş ve sadece özet olarakBildiri Özetleri Kitabı (ISBN: 978-605-84722-8-0)’nda yayımlanmıştır)

TENĞERLİ N. C., BECERİKLİ Y.

Akıllı Sistemler ve Uygulamaları Dergisi (Journal of Intelligent Systems with Applications , cilt.1, sa.2, ss.193-196, 2018 (Hakemsiz Dergi)

Sensor Positioning on Digital Maps for Coverage Maximization by Using Genetic Algorithm

Applied Mechanics and Materials , cilt.850, ss.38-42, 2016 (Hakemli Dergi)

Real Time System Implementation for Image Processing with Hardware Software Co design on the Xilinx Zynq Platform

ALTUNCU M. A., GÜVEN T., BECERİKLİ Y., ŞAHİN S.

International Journal of Information and Electronics Engineering , cilt.5, ss.473-477, 2015 (Hakemli Dergi)

Simulation and Comparison of Shortest Path First Routing Algorithms

GÖK O., BECERİKLİ Y.

Journal of Naval Sciences and Engineering , cilt.3, sa.1, ss.11-22, 2005 (Hakemli Dergi)

The Implementation of a Fuzzy Logic Using FPGA

YAZICI S., BECERİKLİ Y., ŞAHİN S.

Journal of Naval Sciences and Engineering , cilt.2, ss.13-19, 2004 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Ship Detection and Classification in Adverse Weather Conditions

İzala Y., Becerikli Y.

2024 9th International Conference on Computer Science and Engineering (UBMK),2024 26-28 Oct. 2024, Antalya, Türkiye, Antalya, Türkiye, 26 - 28 Ekim 2024, ss.840-845

Multi-Speaker Recognition Using Convolutional Neural Networks (ConNNs)

Abuzarlı E., BECERİKLİ Y., AKDENİZ F., KIR SAVAŞ B.

6TH INTERNATIONAL BLACK SEA MODERN SCIENTIFIC RESEARCH CONGRESS (6. Uluslararası Karadeniz Modern Bilimsel Araştırmalar Kongresi), 23-25 August 2024, Trabzon Türkiye, Trabzon, Türkiye, 23 - 25 Ağustos 2024, ss.518-530

Detection Of Audio Deletıon Forgery Using Convolutional Neural Networks (ConNNs)

Abuzarlı E., BECERİKLİ Y.

A Comparative Study Based on Deep Learning and Machine Learning Methods for COVID-19 Detection Using Audio Signal

Akdeniz F., Damar M. N., Danacı B. İ., Savaş B. K., Becerikli Y.

8th International Conference on Smart City Applications, SCA 2023, Paris, Fransa, 4 - 06 Ekim 2023, cilt.906 LNNS, ss.457-466

A Review of a Research in Autonomous Vehicles with Embedded Systems

Akdeniz F., Atay M., Vural Ş., Savaş B. K., Becerikli Y.

8th International Conference on Smart City Applications, SCA 2023, Paris, Fransa, 4 - 06 Ekim 2023, cilt.906 LNNS, ss.229-239

LOG ANALİZİ İLE ANORMALİ TESPİTİ ANORMAL DETECTION WITH LOG ANALYSIS

AKAY N., BECERİKLİ Y.

MAS 18th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES August 14-15, 2023 Ankara, Türkiye, Ankara, Türkiye, 14 Ağustos 2023, ss.163-167

AN IMPROVED HYBRID ROBOT PATH PLANNING ALGORITHM BASED ON ARTIFICIAL POTENTIAL FIELD AND RRT

Gültekin A., BECERİKLİ Y.

MAS 18th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES August 14-15, 2023 Ankara, Türkiye, Ankara, Türkiye, 14 - 15 Ağustos 2023, ss.75-84

ALEXNET TABANLI TRAFİK İŞARETİ TANIMA UYGULAMASININ PERFORMANS ANALİZİ: ADAM VE GRADYAN İNİŞ ALGORİTMALARININ KARŞILAŞTIRILMASI PERFORMANCE ANALYSIS OF ALEXNET BASED TRAFFIC SIGN RECOGNITION APPLICATION: COMPARISON OF ADAM AND GRADIENT DESCENT ALGORITHMS

ÖVÜN B., BECERİKLİ Y.

MAS 18th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES August 14-15, 2023 Ankara, Türkiye, Ankara, Türkiye, 14 - 15 Ağustos 2023, ss.182-195

OPTİK GÖRÜNTÜLERDEKİ DENİZ VASITALARININ MAKİNE ÖĞRENMESİ YÖNTEMLERİYLE TESPİTİ VE SINIFLANDIRILMASI DETECTION AND CLASSIFICATION OF SEA VEHICLES IN OPTICAL IMAGES WITH MACHINE LEARNING METHODS

İZALA Y., BECERİKLİ Y.

MAS 18th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES August 14-15, 2023 Ankara, Türkiye, Ankara, Türkiye, 14 - 15 Ağustos 2023, ss.91-98

Driver Fatigue Detection via Eye State Analyses Based on Deep Learning Approach

Kır Savaş B., Becerikli Y.

7th International Conference on Smart City Applications, SCA 2022, Castelo Branco, Portekiz, 19 - 21 Ekim 2022, cilt.629 LNNS, ss.452-462

A Comparative Analysis of SVM, LSTM and CNN-RNN Models for the BBC News Classification

Karaman Y., AKDENİZ F., Savaş B. K., BECERİKLİ Y.

7th International Conference on Smart City Applications, SCA 2022, Castelo Branco, Portekiz, 19 - 21 Ekim 2022, cilt.629 LNNS, ss.473-483

Real Time Multi-digit Number Recognition System Using YOLOv3 and YOLOv5

Irmak M. A., Akgün H., Ekşi E., Öztürk S., Akdeniz F., Savaş B. K., et al.

7th International Conference on Smart City Applications, SCA 2022, Castelo Branco, Portekiz, 19 - 21 Ekim 2022, cilt.629 LNNS, ss.463-472

Çoklu İHA'nın Haberleşmesi ile Düşman Ortamının Matematiksel Modellemesi

GÜLTEKİN A., DİRİ S., BECERİKLİ Y.

3rd International Conference on Applied Engineering and Natural Sciences ICAENS 2022, Konya, Türkiye, 20 Temmuz 2022, ss.877-882

DynaG: An Environment for Dynamic Simulation

KABATAŞ M. G., Özalp U., BECERİKLİ Y.

1st International Conference on Engineering and Applied Natural Sciences (ICEANS 2022), Konya, Türkiye, 10 Mayıs 2022, ss.962-967

An Adaptive Accelerator for Convolutional Neural Networks Using Partial Reconfiguration on FPGA

7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Türkiye, 14 - 16 Eylül 2022, ss.350-354 Sürdürülebilir Kalkınma

Linear Prediction Coefficients based Copy-Move Forgery Detection in Audio Signal

AKDENİZ F., BECERİKLİ Y.

6th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2022, Ankara, Türkiye, 20 - 22 Ekim 2022, ss.770-773

Mixed-Method Quantization of Convolutional Neural Networks on an Adaptive FPGA Accelerator

7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Türkiye, 14 - 16 Eylül 2022, ss.355-359 Sürdürülebilir Kalkınma

AKEL: Smart Glove Design that Recognizes Turkish Sign Language and An Android Operating System Based Mobile Application

YAVUZ E., OZER A., AKDENİZ F., BECERİKLİ Y.

2020 Innovations in Intelligent Systems and Applications Conference (ASYU), 15 - 17 Ekim 2020

Fruit Recognition and Classification with Deep Learning Support on Embedded System (fruitnet)

Unal H. B., Vural E., Savas B., BECERİKLİ Y.

2020 Innovations in Intelligent Systems and Applications Conference, ASYU 2020, İstanbul, Türkiye, 15 - 17 Ekim 2020

FPGA-Based Optimized Convolutional Neural Network Framework for Handwritten Digit Recognition

36. National Informatics Congress and 1st International Informatics and Software Engineering Conference”, Ankara, Türkiye, 6 - 07 Kasım 2019, ss.336-341

Android İşletim Sistemine Dayalı Yaprak Tanıma Sisteminde Destek Vektör Makineleri ve K-En Yakın Komşuluk Algoritmalarının Performans Karşılaştırması

ÇELEBİ O., ERGİN C., BADEM A., AKDENİZ F., BECERİKLİ Y.

3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, 11 - 13 Ekim 2019

Ses Sinyalleri ile Cinsiyet Tespitinde Destek Vektör Makineleri, K- En Yakın Komşuluk, Yapay Sinir Ağları ve Tekrarlayan Sinir Ağları Algoritmalarının Performans Değerlendirmesi

AKDENİZ F., BECERİKLİ Y.

3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, 11 - 13 Ekim 2019

Performance Comparison of Support Vector Machine, K-Nearest-Neighbor, Artificial Neural Networks, and Recurrent Neural networks in Gender Recognition from Voice Signals

2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Türkiye, 11 - 13 Ekim 2019

Performance Comparison of Support Vector Machine and K-Nearest Neighbor Algorithms in Leaf Recognition System Based on Android Operating System Android Isletim Sistemine Dayali Yaprak Tanima Sisteminde Destek Vektör Makineleri ve K-En Yakin Komsuluk Algoritmalarinin Performans Karsilastirmasi

Çelebi O., Cem E., Badem A., Akdeniz F., Becerikli Y.

3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019, Ankara, Türkiye, 11 - 13 Ekim 2019

Real Time Driver Fatigue Detection Based on SVM Algorithm

6th International Conference on Control Engineering Information Technology, İstanbul, Türkiye, 25 - 27 Ekim 2018, ss.851-854

Network Intrusion Detection on Apache Spark with Machine Learning Algorithms

Kurt E. M., BECERİKLİ Y.

19th International Conference on Engineering Applications of Neural Networks (EANN 2018), Bristol, Birleşik Krallık, 3 - 05 Eylül 2018, cilt.893, ss.130-141

Performance Evaluation of Support Vector Machine and Convolutional Neural Network Algorithms in Real-Time Vehicle Type Classification

Sentas A., Tashiev I., Kucukayvaz F., KUL S., EKEN S., SAYAR A., et al.

6th International Conference on Emerging Internet, Data and Web Technologies (EIDWT), Tirana, Arnavutluk, 15 - 17 Mart 2018, cilt.17, ss.934-943

Video Görüntüleri Kullanılarak Sürücü Yorgunluğu Sezme Sistemi Geliştirilmesi

Akıllı Sistemlerde Yenilikler ve Uygulamalar (ASYU) Konferansı, Antalya, Türkiye, 5 - 07 Ekim 2017

Konvolüsyonel Sinir Ağı Kullanarak Gerçek Zamanlı Araç Tipi Sınıflandırması

ISABEK T., KUL S., ALİ Ş., KÜÇÜKAYVAZ F., EKEN S., SAYAR A., et al.

1.Ulusal Bulut Bilişim ve Büyük Veri Sempozyumu (b3s2017), Antalya, Türkiye, 19 - 21 Ekim 2017, ss.60-64

Use of Multiple Attractor Cellular Automata for Dimension Reduction

Peldek S., Becerikli Y.

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.775-780

The Implementation of Support Vector Machine (SVM) using FPGA for Human Detection