Dr. Öğr. Üyesi PERİ GÜNEŞ

Metrikler

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (Scopus)

155

H-İndeks (Scopus)

Atıf (Sobiad)

H-İndeks (Sobiad)

Fikri Mülkiyet

Tez Danışmanlığı

Açık Erişim

Biyografi

As an accomplished and seasoned professional, I bring an extensive background of success in this field, along with the qualifications that are required to make a positive impact in this role. I offer a combination of unique skills and competencies that I have developed through a lengthy and rewarding career. I have honed computer engineering and developed software skills while being proficient in critical thinking, in previous roles, I have contributed to organizational improvements, collaborative team efforts, and attainment of key business targets.

In 2012, I started my Ph.D. in telecommunication engineering under Prof. Murat Uysal’s supervision at Ozyegin University. I was a research assistant in Labview and Zemax (Center for VLC) and a teacher assistant for Mathematics, Physics, and Matlab courses for the duration of my Ph.D.

In 2016, I joined Professor Sıddık Yarman at İstanbul University and continued my Ph.D. under his supervision. I started my study with an experimental work related to cooperative system networks on physical layer security and submitted Two papers that have been published from

that work. I continued my work in “Machine learning and AI” which was a novel topic experimentally and numerically with Some published papers. However, the “Embedded Software Development, Image Processing, and Data Bases” courses, are my favorite areas during my academic life. At last, my project and published as a comprehensive paper in the “WPC” Journal. In January 2020 I defended my dissertation. Some soft skills that I need to have to qualify for the job are a good command of English, Strong problem-solving and analytical skills, Excellent interpersonal communication skills, research-oriented, self-motivated, and self-driven.

Developing new end-to-end wireless communication systems based on deep machine learning to provide faster wireless communication systems with lower power consumption and investigating the challenges of implementing the proposed scheme. This project expands the end-to-end idea to networks of numerous transmitters and receivers and defines a new optimization process to utilize in a deep machine learning-based massive MIMO in 6G and beyond communication systems.

Eğitim Bilgileri

2018 - 2020

Doktora

İstanbul Üniversitesi-Cerrahpaşa, Lisansüstü Eğitim Enstitüsü, Elektrik Eletronik Mühendisliği Anabilim Dalı Başkanlığı, Türkiye

2009 - 2012

Yüksek Lisans

Elm ve Sanat Iran Üniversitesi, İran

2004 - 2008

Lisans

İran

Yaptığı Tezler

2020

Doktora

Röle destekli kablosuz ağlarda fiziksel katman güvenliğinin geliştirilmesi

İstanbul Üniversitesi-Cerrahpaşa, Lisansüstü Eğitim Enstitüsü

Yabancı Diller

C1 İleri

İngilizce

Araştırma Alanları

Bilgi Sistemleri, Haberleşme ve Kontrol Mühendisliği

Bilgisayar Bilimleri

Biyomedikal Mühendisliği

Elektrik-Elektronik Mühendisliği

Mühendislik ve Teknoloji

Akademik Ünvanlar / Görevler

2024 - Devam Ediyor

Dr. Öğr. Üyesi

İstanbul Gelişim Üniversitesi, MÜHENDİSLİK VE MİMARLIK FAKÜLTESİ, ELEKTRİK ELEKTRONİK MÜHENDİSLİĞİ

2016 - 2023

Dr. Öğr. Üyesi

İstanbul Aydın Üniversitesi, Mühendislik Ve Mimarlık Fakültesi, Bilgisayar Mühendisliği

Yönetimsel Görevler

2024 - Devam Ediyor

Bölüm Başkanı

İstanbul Gelişim Üniversitesi, MÜHENDİSLİK VE MİMARLIK FAKÜLTESİ

2017 - 2022

Bölüm Başkan Yardımcısı

İstanbul Aydın Üniversitesi, Mühendislik Ve Mimarlık Fakültesi

Verdiği Dersler

Lisans

Hberleşme Sistemleri

EEE309- MICROPROCESSORS

BIL103E-INTRODUCTION TO COMPUTER PROGRAMMING

BTO3102- Kablosuz İletişim Ağları

EEM211- Elektrik Mühendisliğinin Temelleri

COM404- Embedded systems

BTO3142- Operating Systems

Makaleler

2025

1. A Comparative Analysis of Machine Learning Models for Cellular Load Prediction - Insights from Real-World Data

Riaz H., Güneş P.

International Journal of Emerging Trends in Engineering Research , cilt.13, sa.4, ss.78-86, 2025 (Hakemli Dergi)

2025

2. Optimizing software defect prediction: a fusion of binary horse herd optimizer and machine learning methods

Arasteh B., Bouyer A., Gunes P., Ghanbarzadeh R., Gharehchopogh F. S.

Neural Computing and Applications , cilt.37, ss.28295-28331, 2025 (SCI-Expanded, Scopus)

2025

3. A Program-Output Estimator for Software Testing Using Program Analysis and Deep Learning Algorithms

Arasteh B., Sefati S. S., Gunes P., Hosseinzadeh V., Kiani F.

Journal of Electronic Testing: Theory and Applications (JETTA) , 2025 (SCI-Expanded, Scopus)

2024

4. A hybrid chaos-based algorithm for data object replication in distributed systems

Arasteh B., Gunes P., Bouyer A., Rouhi A., Ghanbarzadeh R.

International Journal of General Systems , cilt.53, sa.7-8, ss.831-862, 2024 (SCI-Expanded, Scopus)

2023

5. Bitki hastalıklarını tespitte derin öğrenme: ResNet modelinin etkinliği

TOPCU C., GÜNEŞ P.

Anadolu bil meslek yüksekokulu dergisi , cilt.19, 2023 (Hakemli Dergi)

2023

6. A bioinspired discrete heuristic algorithm to generate the effective structural model of a program source code

Arasteh B., Sadegi R., Arasteh K., Gunes P., Kiani F., Torkamanian-Afshar M.

Journal of King Saud University - Computer and Information Sciences , cilt.35, sa.8, 2023 (SCI-Expanded, Scopus)

2023

7. Earthquake Prediction for the Düzce Province in the Marmara Region Using Artificial Intelligence

Pura T., Güneş P., Güneş A., Hameed A. A.

Applied Sciences (Switzerland) , cilt.13, sa.15, 2023 (SCI-Expanded, Scopus)

2023

8. A Novel Metaheuristic Based Method for Software Mutation Test Using the Discretized and Modified Forrest Optimization Algorithm

Arasteh B., Gharehchopogh F. S., Gunes P., Kiani F., Torkamanian-Afshar M.

Journal of Electronic Testing: Theory and Applications (JETTA) , cilt.39, sa.3, ss.347-370, 2023 (SCI-Expanded, Scopus)

2023

9. Identification and classification of coronavirus genomic signals based on linear predictive coding and machine learning methods

Khodaei A., GÜNEŞ P., Sharifi H., Mozaffari-Tazehkand B.

Biomedical Signal Processing and Control , cilt.80, 2023 (SCI-Expanded, Scopus)

2023

10. Makine öğrenme algoritmalarını kullanan duygu tahminine dayalı müzik öneri sistemi Music recommendation system based on emotion prediction using machine learning algorithms

Aliyev H., GÜNEŞ P.

Anadolu bil meslek yüksekokulu dergisi , cilt.18, 2023 (Hakemli Dergi)

2023

11. A Modified Horse Herd Optimization Algorithm and Its Application in the Program Source Code Clustering

Arasteh B., Gunes P., Bouyer A., Soleimanian Gharehchopogh F., Alipour Banaei H., Ghanbarzadeh R.

Complexity , cilt.2023, 2023 (SCI-Expanded, Scopus)

2022

12. Detection of Brain Tumors with Help of Mask R-CNN

Basyildiz H., Güneş P.

, cilt.4, sa.7, 2022 (Hakemli Dergi)

2022

13. Türkiye’de Covid-19 günlük vaka sayısının makine öğrenmesi algoritmaları ile tahmin edilmesi Prediction Covid-19 cases per day with machine learning algorithms in Turkey

Sütcü E., Shams P.

Anadolu bil meslek yüksekokulu dergisi , cilt.16, 2022 (Hakemli Dergi)

2022

14. Study and Evaluation of Quality of Services in Mobile Internet Protocol v6 Using IEEE802.11e

Alwer A. O., Rasheed J., Abu-Mahfouz A. M., GÜNEŞ P.

Wireless Communications and Mobile Computing , cilt.2022, 2022 (SCI-Expanded, Scopus)

2021

15. MongoDB’nin İlişkisel Veri Tabanları Gibi Kullanılabilmesi Using MongoDB like relational databases

Yıldız A., Güneş P., Güney Z.

Anadolu bil meslek yüksekokulu dergisi , cilt.16, sa.63, ss.151-172, 2021 (Hakemli Dergi)

2020

16. A Comparative Study of Machine Learning Algorithms for the Prediction of Heart Disease

Arghandabi H., SHAMS P.

IJRASET : INTERNATIONAL JOURNAL FOR RESEARCH IN APPLIED SCIENCE AND ENGINEERING TECHNOLOGY , cilt.8, 2020 (Hakemli Dergi)

2020

17. Effect of Co-channel Interference on Two-Way Untrustworthy Relay Selection

Güneş P.

Wireless Personal Communications , cilt.114, sa.3, ss.2171-2197, 2020 (SCI-Expanded, Scopus)

2020

18. Analysis of Airline Tweets by Using Machine Learning Methods

Bezek U., Güneş P.

International Journal of Engineering Research and Applications www.ijera.com , cilt.7, ss.42-45, 2020 (Hakemli Dergi)

2016

19. MAC layer performance of the IEEE 802.15.7 visible light communication standard

Güneş P., Erol-Kantarci M., Uysal M.

Transactions on Emerging Telecommunications Technologies , cilt.27, sa.5, ss.662-674, 2016 (SCI-Expanded, Scopus)

2012

20. Energy Consumption Management in Data Center Using Virtualization

Shokri Kalan R., Oz G., Güneş P.

Information Technology in Industry , cilt.10, sa.10, ss.88-94, 2012 (Düzenli olarak gerçekleştirilen hakemli kongrenin bildiri kitabı)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler

2024

1. Efficient Time Allocation Strategies in Satellite Communication Networks

GÜNEŞ P., ALI MAHMOODI K., Ülkgün A. M.

International Journal of Multidisciplinary Studies and Innovative Technologies, Türkiye, 22 Aralık 2024, sa.2, (Tam Metin Bildiri)

2024

2. Bitki hastalıklarını tespitte derin öğrenme: ResNet modelinin etkinliği

Topçu C., Güneş P.

Anadolu Bil Meslek Yüksekokulu Dergisi, İstanbul, Türkiye, 24 Temmuz 2024, cilt.19, sa.69, ss.31-65, (Tam Metin Bildiri)

2023

3. Makine öğrenme algoritmalarını kullanan duygu tahminine dayalı müzik öneri sistemi

Aliyev H., Güneş P.

Journal of Anadolu Bil Vocational School of Higher Education, İstanbul, Türkiye, 30 Aralık 2023, cilt.18, sa.68, ss.189-234, (Tam Metin Bildiri)

2018

4. Synchronization Analysis of EEG Epilepsy by Visibility Graph Similarity

Olamat A., GÜNEŞ P., Akan A.

2018 Medical Technologies National Congress, TIPTEKNO 2018, Magusa, Kıbrıs (Gkry), 8 - 10 Kasım 2018, (Tam Metin Bildiri)

2018

5. IEEE 802.15.7 MAC layer Cumulative Network Throughput

YARMAN B. S. B., SHAMS P., Olamat A., Jafari A.

1st West Asian Colloquium on Optical Wireless Communications (WACOWC2018), Isfahan, İran, 10 - 15 Nisan 2018, (Tam Metin Bildiri)

2017

6. State transfer network of time series based on visibility graph analysis for classifying and prediction of epilepsy seizures

Olamat A., GÜNEŞ P., Akan A.

2017 Medical Technologies National Conference, TIPTEKNO 2017, Trabzon, Türkiye, 12 - 14 Ekim 2017, cilt.2017-January, ss.1-4, (Tam Metin Bildiri)

2015

7. Markov-based performance analysis of medium access in visible light communications

Güneş P., Narmanlioglu O., Erol-Kantarci M., Uysal M.

17th International Conference on Transparent Optical Networks, ICTON 2015, Budapest, Macaristan, 5 - 09 Temmuz 2015, cilt.2015-August, (Tam Metin Bildiri)

2014

8. Fault Management in the IP/MPLS Networks by using Markov Decision Process

Jafari A., SHAMS P., SHAHHOSEINI H. S.

6th Iranian conference on Electrical and Electronics Engineering (ICEEE 2014), Gonabad, İran, 19 Ocak 2014, (Tam Metin Bildiri)

2012