Dr. Öğr. Üyesi HAKAN KOYUNCU

BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ » Doktor Öğretim Üyesi

Makaleler
1A Novel Deep Learning Framework Enhanced by Hybrid Optimization Using Dung Beetle and Fick’s Law for Superior Pneumonia Detection
SABAAWI ABDULAZEEZ MOHAMMED IBRAHIM,KOYUNCU HAKAN
Electronics, SCI-Expanded , 2024
https://dx.doi.org/10.3390/electronics13204042
2Novel Hybrid Optimization Techniques for Enhanced Generalization and Faster Convergence in Deep Learning Models: The NestYogi Approach to Facial Biometrics
ALTAHER RAOOF HAYDER RAOOF,KOYUNCU HAKAN
Mathematics, SCI-Expanded , 2024
https://dx.doi.org/10.3390/math12182919
3Catalyzing Healthcare Advancements: Integrating IoT-Driven Smart Systems and Deep Learning for Precision Breast Cancer Detection in Telemedicine
Patel Warish,Ganatra Amit,KOYUNCU HAKAN
Revue d'Intelligence Artificielle, Scopus , 2024
https://dx.doi.org/10.18280/ria.380428
4Optimization Strategies for Atari Game Environments: Integrating Snake Optimization Algorithm and Energy Valley Optimization in Reinforcement Learning Models
SARKHI SADEQ MOHAMMED KADHIM,KOYUNCU HAKAN
AI, ESCI , 2024
https://dx.doi.org/10.3390/ai5030057
5Effective Audio and Video-Based Learning for Youngest Age
Akram Basmal Omer,KOYUNCU HAKAN
Journal of Electrical Systems, ESCI , 2024
https://dx.doi.org/10.52783/jes.2590
6Empowering Health and Well-being: IoT-Driven Vital Signs Monitoring in Educational Institutions and Elderly Homes Using Machine Learning
Duodu Nana Yaw,Patel Warish,KOYUNCU HAKAN,Nartey Felix,Torgby Wisdom
International Journal of Electrical and Electronics Research (IJEER), Scopus , 2024
https://dx.doi.org/10.37391/ijeer.12bdf07
7Hybrid Neural Network Approach for Tea Leaf Disease Detection Using Pelican and Mayfly Optimization Algorithms
AL-KARAWI SAJA,KOYUNCU HAKAN
Jurnal Riset Informatika, - , 2024
https://dx.doi.org/10.34288/jri.v6i2.274
8Merging Two Models of One-Dimensional Convolutional Neural Networks to Improve the Differential Diagnosis between Acute Asthma and Bronchitis in Preschool Children
SALİH WALEED HAMEED SALİH,KOYUNCU HAKAN
Diagnostics, SCI-Expanded , 2024
https://dx.doi.org/10.3390/diagnostics14060599
9A Hybrid Ensemble Learning Approach for Efficient Diabetic Retinopathy Prediction and Classification Using Machine Learning and Deep Learning Techniques
Shah Arpit,Patel Warish,KOYUNCU HAKAN
International Journal of Intelligent Systems and Applications in Engineering, Scopus , 2024
10Enhancing SDN Anomaly Detection: A Hybrid Deep Learning Model with SCA-TSO Optimization
ALHİLO AHMED MOHANAD JABER,KOYUNCU HAKAN
International Journal of Advanced Computer Science and Applications, ESCI , 2024
https://dx.doi.org/10.14569/IJACSA.2024.0150551
11Empowering healthcare innovation : IoT-enabled smart systems and deep learning for enhanced diabetic retinopathy in the telehealth landscape
Shah Arpit,Patel Warish,KOYUNCU HAKAN
Journal of Interdisciplinary Mathematics, ESCI , 2024
https://dx.doi.org/10.47974/JIM-1836
12Deep Learning and Grey Wolf Optimization Technique for Plant Disease Detection: A Novel Methodology for Improved Agricultural Health
JABBAR AMENAH NAZAR JABBAR, KOYUNCU HAKAN
Traitement du Signal, SCI-Expanded , 2023
https://dx.doi.org/10.18280/ts.400515
13Intelligence feeder system for stray cats
Saadoon Alaa Mohsin,KOYUNCU HAKAN
Indonesian Journal of Electrical Engineering and Computer Science, Scopus , 2023
https://dx.doi.org/10.11591/ijeecs.v31.i3.pp1507-1514
14Optimizing Multi Neural Network Weights for COVID-19 Detection Using Enhanced Artificial Ecosystem Algorithm
KOYUNCU HAKAN, Arab Munaf
Traitement du Signal, SCI-Expanded , 2023
https://dx.doi.org/10.18280/ts.400417
15Deep learning approach to analyse, detect and classify COVID-19 patients
Sharma Dinesh,KOYUNCU HAKAN
New Trends in Mathematical Science, - , 2021
https://dx.doi.org/10.20852/ntmsci.2021.420
16Accuracy Improvements of Local GPS Coordinates Measured with LEA -6 GPS Receiver Modules by Using Software Techniques
KOYUNCU BAKİ,KOYUNCU HAKAN
International Journal of Applied Physics, - , 2021
17A Comparative Study of Handwritten Character Recognition by using Image Processing and Neural Network Techniques
KOYUNCU HAKAN
Hittite Journal of Science & Engineering, TR DİZİN , 2021
https://dx.doi.org/10.17350/HJSE19030000223
18An analysis of content-based image retrieval
KOYUNCU HAKAN,Dixit Manish,KOYUNCU BAKİ
International Advanced Researches and Engineering Journal, TR DİZİN , 2021
https://dx.doi.org/10.35860/iarej.811927
19Construction of 3D Soil Moisture Maps in Agricultural Fields by Using Wireless Sensor Networks
KOYUNCU HAKAN, Gündüz Burak, KOYUNCU BAKİ
GAZI UNIVERSITY JOURNAL OF SCIENCE, TR DİZİN , 2021
https://dx.doi.org/10.35378/gujs.720778
20Simulation of a Smart Sensor Detection Scheme for Wireless Communication Based on Modeling
KOYUNCU HAKAN, Bagwari Ashish, Tomar Geetam S.
Electronics, SCI-Expanded , 2020
https://dx.doi.org/10.3390/electronics9091506
21A New Energy Efficient Multitier Deterministic Energy-Efficient Clustering Routing Protocol for Wireless Sensor Networks
KOYUNCU HAKAN, Tomar Geetam S., Sharma Dinesh
Symmetry, SCI-Expanded , 2020
https://dx.doi.org/10.3390/sym12050837
22Handwritten character recognition by using convolutional deep neural network review
KOYUNCU BAKİ,KOYUNCU HAKAN
International journal of engineering technologies-IJET, - , 2019
23Handwritten Character Recognition by using Convolutional Deep Neural Network; Review
KOYUNCU BAKİ,KOYUNCU HAKAN
International Journal of Engineering Technologies, - , 2019
24Determination of positioning accuracies by using fingerprint localisation and artificial neural networks
KOYUNCU HAKAN
Thermal Science, SCI-Expanded , 2018
https://dx.doi.org/10.2298/TSCI180912334K
25Vehicle Speed detection by using Camera and image processing software
KOYUNCU HAKAN,KOYUNCU BAKİ
The International Journal of Engineering and Science, - , 2018
https://dx.doi.org/10.9790/1813-0709036472
26An application of Kalman Filtering and Artificial Neural Network with K-NN Position Detection Technique
KOYUNCU HAKAN, KOYUNCU BAKİ
Scientific Research Publishing, Inc., - , 2017
https://dx.doi.org/10.4236/wsn.2017.98013
27Adaptive Indoor Localization by using Environmental Thresholding and Virtual Fingerprint Technique
KOYUNCU HAKAN, KOYUNCU BAKİ
International Journal of Engineering Research and Application, - , 2016
28Environmentally Corrected RSSI Based Real Time Location Detection System
KOYUNCU HAKAN,KOYUNCU BAKİ
International Journal of Computer Science and Information Technology, - , 2016
https://dx.doi.org/10.5121/ijcsit.2016.8604
29A Real Time Application of Active RFIDs in Multicar Environment for Road Safety
KOYUNCU HAKAN,KOYUNCU BAKİ
International Journal of Research Studies in Computer Science and Engineering, - , 2015
30Improved adaptive localisation approach for indoor positioning by using environmental thresholds with wireless sensor nodes
KOYUNCU HAKAN,Yang Shuang Hua
IET Wireless Sensor Systems, - , 2015
https://dx.doi.org/10.1049/iet-wss.2013.0100
31Virtual 2D Positioning System by Using Wireless Sensors in Indoor Environment
KOYUNCU HAKAN,Yang Shuang Hua
International Journal of Wireless & Mobile Networks (IJWMN), - , 2013
https://dx.doi.org/10.5121/ijwmn.2013.5602
32Indoor Localization by using Particle Filtering Approach with Wireless Sensor Nodes
KOYUNCU HAKAN,ÇEVİK AHMET
Journal of Communications Software and Systems, Scopus , 2013
https://dx.doi.org/10.24138/jcomss.v9i1.159
33A study of indoor positioning by using trigonometric and weight centroid localization techniques
KOYUNCU HAKAN,Yang Shuang Hua
International Journal of Computer Engineering Research, - , 2011
34A 2D positioning system using WSNs in indoor environment
KOYUNCU HAKAN,Yang Shuang Hua
International Journal of Electrical & Computer Sciences, - , 2011
35A Survey of Indoor Positioning and Object Locating Systems
KOYUNCU HAKAN,Yang Shuang Hua
International Journal of Computer Science and Network Security, - , 2010
Bildiriler
1Optimizing MIMO-OFDM Communication Systems: A Comparative Analysis of LMMSE and LZF Equalizers under Varying Antenna Configurations
AL-ANBAGI SARHA ABDULWAHHAB ABD.AL,KOYUNCU HAKAN
AICCONF '24: Cognitive Models and Artificial Intelligence Conference, 2024
Uluslararası
2Security threat analysis and countermeasure using ML in cloud
Kushwaha Akhilesh,Patel Warish,KOYUNCU HAKAN,Parikh Swapnil,Chauhan Ankit
5th Parul University International Conference on Engineering and Technology PiCET-2023, 2024
Uluslararası
3A comprehensive survey of predicting stock market prices: An analysis of traditional statistical models and machine-learning techniques
Patel Divy,Patel Warish,KOYUNCU HAKAN
5th Parul University International Conference on Engineering and Technology PiCET-2023, 2024
Uluslararası
4Energy Consumption Analysis Via Different Machine Learning Algorithms
DARWESH RWAN,KOYUNCU HAKAN
International Conference on Computer Science, Machine Learning and Big Data(ICCSMLBD)(WRFASE International Conference), 2023
Uluslararası
5Revolutionizing Cancer Diagnosis in IoMT with a Novel Lightweight Deep Learning Model for Histopathological Image Classification
Patel Warish,KOYUNCU HAKAN,Ganatara Amit
2023 International Conference on Modeling, Simulation & Intelligent Computing (MoSICom), 2023
Uluslararası
6Deep Fake Detection Using LSTM, Resnetv2, OpenCV and Genetic Algorithm
AHMED OSMAN TARIG OSMAN,KOYUNCU HAKAN
International Conference on Electronics, Artificial Intelligence & Robotics(ICEAIR), 2023
Uluslararası
7A Deep Learning Approach to Differentiate Between Acute Asthma and Bronchitis in Preschool Children
SALİH WALEED HAMEED SALİH,KOYUNCU HAKAN
2022 International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), 2022
Uluslararası
8Hand Gesture Recognition for Interactive Media Player Using CNN and Image Classification
AL MOHAMMEDI ANWAR DIYAA AWAD,KOYUNCU HAKAN
2022 International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), 2022
Uluslararası
9Obstacle Avoidance in Unmanned Aerial Vehicles Using Image Segmentation and Deep Learning
OBAID AMRO ALI,KOYUNCU HAKAN
2022 International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), 2022
Uluslararası
10Intelligent Hospital Management System (IHMS)
KOYUNCU BAKİ, KOYUNCU HAKAN
2015 International Conference on Computational Intelligence and Communication Networks, 2015
Uluslararası
11Distance Calculation by Using Bi-Section Algorithm with RFID Signals
KOYUNCU BAKİ,KOYUNCU HAKAN,ÇELİK Taner,VARLIOGLU Sefika
3rd International Conference on Advances in Engineering Sciences & Applied Mathematics (ICAESAM’2015), 2015
Uluslararası
12Improved Fingerprint Localization by Using Static and Dynamic Segmentation
KOYUNCU HAKAN,Yang Shuang Hua
2014 International Conference on Computational Science and Computational Intelligence, 2014
Uluslararası
13Indoor Positioning with Virtual Fingerprint Mapping by Using Linear and Exponential Taper Functions
KOYUNCU HAKAN,Yang Shuang Hua
2013 IEEE International Conference on Systems, Man, and Cybernetics, 2013
Uluslararası
14Comparison of Indoor localization techniques by using reference nodes and weighted k-NN algorithms
KOYUNCU HAKAN,Yang Shuang Hua
Recent Advances in Information Science (Proceedings of the 3rd European Conference of Computer Science (ECCS '12)), 2012
Uluslararası
15Determination of 3D indoor object locations by using Wireless Sensor Nodes and RSSI techniques
KOYUNCU HAKAN,Yang Shuang Hua
16th International Conference on Automation & Computing, 2010
Uluslararası
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