Metrics
Biography
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.
Education
2018 - 2020
2018 - 2020Doctorate
İstanbul University-Cerrahpaşa, Institute Of Graduate Education, Department Of Electrical And Electronic Engineering, Turkey
2009 - 2012
2009 - 2012Postgraduate
Elm ve Sanat Iran Üniversitesi, Iran
2004 - 2008
2004 - 2008Undergraduate
Iran
Dissertations
2020
2020Doctorate
Röle destekli kablosuz ağlarda fiziksel katman güvenliğinin geliştirilmesi
İstanbul University-Cerrahpaşa, Institute Of Graduate Education
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
Research Areas
Information Systems, Communication and Control Engineering
Computer Sciences
Biomedical Engineering
Electrical and Electronics Engineering
Engineering and Technology
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2024 - Present
2024 - PresentAssistant Professor
Istanbul Gelisim University, FACULTY OF ENGINEERING AND ARCHITECTURE, ELECTRICAL AND ELECTRONICS ENGINEERING
2016 - 2023
2016 - 2023Assistant Professor
Istanbul Aydin University, Mühendislik Ve Mimarlık Fakültesi, Bilgisayar Mühendisliği
Managerial Experience
2024 - Present
2024 - PresentHead of Department
Istanbul Gelisim University, FACULTY OF ENGINEERING AND ARCHITECTURE
2017 - 2022
2017 - 2022Deputy Head of Department
Istanbul Aydin University, Mühendislik Ve Mimarlık Fakültesi
Articles
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)
, vol.41, no.5-6, pp.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
, vol.13, no.4, pp.78-86, 2025 (Peer-Reviewed Journal)
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
, vol.37, pp.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
, vol.53, no.7-8, pp.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 , vol.19, 2023 (Peer-Reviewed Journal)
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
, vol.35, no.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)
, vol.13, no.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)
, vol.39, no.3, pp.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
, vol.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
, vol.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 , vol.18, 2023 (Peer-Reviewed Journal)
2022
202212. Detection of Brain Tumors with Help of Mask R-CNN
Basyildiz H., Güneş P.
, vol.4, no.7, 2022 (Peer-Reviewed Journal)
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
, vol.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
, vol.16, 2022 (Peer-Reviewed Journal)
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
, vol.16, no.63, pp.151-172, 2021 (Peer-Reviewed Journal)
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 , vol.8, 2020 (Peer-Reviewed Journal)
2020
202017. Effect of Co-channel Interference on Two-Way Untrustworthy Relay Selection
Güneş P.
Wireless Personal Communications
, vol.114, no.3, pp.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
, vol.7, pp.42-45, 2020 (Peer-Reviewed Journal)
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
, vol.27, no.5, pp.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
, vol.10, no.10, pp.88-94, 2012 (Conference Book)
Papers Presented at Peer-Reviewed Scientific Conferences
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, Turkey, 22 December 2024, no.2, (Full Text)
2024
20242. Bitki hastalıklarını tespitte derin öğrenme: ResNet modelinin etkinliği
Topçu C., Güneş P.
Anadolu Bil Meslek Yüksekokulu Dergisi, İstanbul, Turkey, 24 July 2024, vol.19, no.69, pp.31-65, (Full Text)
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, Turkey, 30 December 2023, vol.18, no.68, pp.189-234, (Full Text)
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, Cyprus (Gkry), 8 - 10 November 2018, (Full Text)
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, Iran, 10 - 15 April 2018, (Full Text)
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, Turkey, 12 - 14 October 2017, vol.2017-January, pp.1-4, (Full Text)
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, Hungary, 5 - 09 July 2015, vol.2015-August, (Full Text)
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, Iran, 19 January 2014, (Full Text)
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, China, 12 June 2012, (Full Text)
Peer Reviews in Scientific Publications
February 2025
February 2025DergiPark Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Conference Paper (Full Text)
November 2024
November 2024Duzce University Journal of Science and Technology
Conference Paper (Full Text)
November 2024
November 2024Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Conference Paper (Full Text)
Citations
Total Citations (SCOPUS): 96
h-index (SCOPUS): 6
Jury Memberships
February-2025
February 2025Post Graduate
- İstanbul Aydın Üniversitesi
December-2024
December 2024Doctorate
- İstanbul Aydın Üniversitesi
October-2024
October 2024Post Graduate
- İstanbul Aydın Üniversitesi
August-2024
August 2024