Metrikler
Yayın
38
Açık Erişim
9
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
2018 - 2020Doktora
İstanbul Üniversitesi-Cerrahpaşa, Lisansüstü Eğitim Enstitüsü, Elektrik Eletronik Mühendisliği Anabilim Dalı Başkanlığı, Türkiye
2009 - 2012
2009 - 2012Yüksek Lisans
Elm ve Sanat Iran Üniversitesi, İran
2004 - 2008
2004 - 2008Lisans
İran
Yaptığı Tezler
2020
2020Doktora
Röle destekli kablosuz ağlarda fiziksel katman güvenliğinin geliştirilmesi
İstanbul Üniversitesi-Cerrahpaşa, Lisansüstü Eğitim Enstitüsü
Yabancı Diller
C1 İleri
C1 İleriİngilizce
Araştırma Alanları
Bilgi Sistemleri, Haberleşme ve Kontrol Mühendisliği
Bilgisayar Bilimleri
Biyomedikal Mühendisliği
Elektrik-Elektronik Mühendisliği
Mühendislik ve Teknoloji
Akademik Faaliyetlere Dayalı Araştırma Alanları
Avesis Araştırma Alanları
WoS Araştırma Alanları
Scopus Araştırma Alanları
Akademik Ünvanlar / Görevler
2024 - Devam Ediyor
2024 - Devam EdiyorDr. Öğr. Üyesi
İstanbul Gelişim Üniversitesi, MÜHENDİSLİK VE MİMARLIK FAKÜLTESİ, ELEKTRİK ELEKTRONİK MÜHENDİSLİĞİ
2016 - 2023
2016 - 2023Dr. Öğr. Üyesi
İstanbul Aydın Üniversitesi, Mühendislik Ve Mimarlık Fakültesi, Bilgisayar Mühendisliği
Yönetimsel Görevler
2024 - Devam Ediyor
2024 - Devam EdiyorBölüm Başkanı
İstanbul Gelişim Üniversitesi, MÜHENDİSLİK VE MİMARLIK FAKÜLTESİ
2017 - 2022
2017 - 2022Bölüm Başkan Yardımcısı
İstanbul Aydın Üniversitesi, Mühendislik Ve Mimarlık Fakültesi
Makaleler
2025
20251. 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)
, cilt.41, sa.5-6, ss.673-689, 2025 (SCI-Expanded, Scopus)
2025
20252. 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
20253. 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)
2024
20244. 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
20235. Bitki hastalıklarını tespitte derin öğrenme: ResNet modelinin etkinliği
TOPCU C., GÜNEŞ P.
Anadolu bil meslek yüksekokulu dergisi , cilt.19, 2023 (Hakemli Dergi)
2023
20236. 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
20237. 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
20238. 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
20239. 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
202310. 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)
2023
202311. 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)
2022
202212. Detection of Brain Tumors with Help of Mask R-CNN
Basyildiz H., Güneş P.
, cilt.4, sa.7, 2022 (Hakemli Dergi)
2022
202213. 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)
2022
202214. 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)
2021
202115. 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
202016. 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
202017. 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
202018. 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
201619. 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
201220. 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
20241. 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
20242. 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
20233. 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
20184. 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
20185. 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
20176. 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
20157. 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
20148. 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
20129. Fuzzy-Copeland ranking method to evaluate multi-disjoint paths selection algorithms
Naderi S., SHAMS P., SHAHHOSEINI H. S.
2012 IEEE International Conference on Computer Science and Automation Engineering, Beijing, Çin, 12 Haziran 2012, (Tam Metin Bildiri)
Bilimsel Yayınlarda Hakemlikler
Şubat 2025
Şubat 2025DergiPark Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Bildiri (Tam Metin)
Kasım 2024
Kasım 2024Duzce University Journal of Science and Technology
Bildiri (Tam Metin)
Kasım 2024
Kasım 2024Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Bildiri (Tam Metin)
Atıflar
Toplam Atıf Sayısı (SCOPUS): 72
h-indeksi (SCOPUS): 6
Jüri Üyelikleri
Şubat-2025
Şubat 2025Tez Savunma (Yüksek Lisans)
- İstanbul Aydın Üniversitesi
Aralık-2024
Aralık 2024Tez Savunma (Doktora)
- İstanbul Aydın Üniversitesi
Ekim-2024
Ekim 2024Tez Savunma (Yüksek Lisans)
- İstanbul Aydın Üniversitesi
Ağustos-2024
Ağustos 2024