Erkan Bostanci

According to our database, Erkan Bostanci authored at least 52 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Cloud type classification using deep learning with cloud images.

Mehmet Serdar Güzel, Mürüvvet Kalkan, Erkan Bostanci, Koray Açici, Tunç Asuroglu

PeerJ Comput. Sci., 2024

2023

Machine Learning Analysis of RNA-seq Data for Diagnostic and Prognostic Prediction of Colon Cancer.

Erkan Bostanci, Engin Kocak, Metehan Unal, Mehmet Serdar Güzel, Koray Açici, Tunç Asuroglu

Sensors, March, 2023

Common Thorax Diseases Recognition Using Zero-Shot Learning With Ontology in the Multi-Labeled ChestX-ray14 Data Set.

Ömürhan Soysal, Mehmet Serdar Güzel, Mehmet Dikmen, Gazi Erkan Bostanci

IEEE Access, 2023

Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning.

Sifa Özsari, Fatima Rabia Yapicioglu, Dilek Yilmaz, Kivanç Kamburoglu, Mehmet Serdar Güzel, Gazi Erkan Bostanci, Koray Açici, Tunç Asuroglu

IEEE Access, 2023

2022

Development of a hybrid system based on ABC algorithm for selection of appropriate parameters for disease diagnosis from ECG signals.

Ersin Ersoy, Gazi Erkan Bostanci, Mehmet Serdar Güzel

Turkish J. Electr. Eng. Comput. Sci., 2022

Evaluation of YOLO Models with Sliced Inference for Small Object Detection.

Muhammed Can Keles, Batuhan Salmanoglu, Mehmet Serdar Güzel, Baran Gursoy, Gazi Erkan Bostanci

CoRR, 2022

Cloudy/clear weather classification using deep learning techniques with cloud images.

Mürüvvet Kalkan, Gazi Erkan Bostanci, Mehmet Serdar Güzel, Bugrahan Kalkan, Sifa Özsari, Ömürhan Soysal, Güven Köse

Comput. Electr. Eng., 2022

A Low-Cost Q-Learning-Based Approach to Handle Continuous Space Problems for Decentralized Multi-Agent Robot Navigation in Cluttered Environments.

Vahid Babaei Ajabshir, Mehmet Serdar Güzel, Erkan Bostanci

IEEE Access, 2022

Mobile Robot Navigation with Swarm Intelligence using a Decentralized Strategy.

Mehmet Serdar Güzel, Erkan Bostanci, Alok Mishra

Proceedings of the IEEE/SICE International Symposium on System Integration, 2022

2021

Adaptation of metaheuristic algorithms to improve training performance of an ESZSL model.

Sifa Özsari, Mehmet Serdar Güzel, Gazi Erkan Bostanci, Ayhan Aydin

Turkish J. Electr. Eng. Comput. Sci., May, 2021

Evolutionary neural networks for improving the prediction performance of recommender systems.

Berna Seref, Erkan Bostanci, Mehmet Serdar Güzel

Turkish J. Electr. Eng. Comput. Sci., 2021

A new Video Synopsis Based Approach Using Stereo Camera.

Talha Dilber, Mehmet Serdar Güzel, Erkan Bostanci

CoRR, 2021

Analysis of Interpolation based Image In-painting Approaches.

Mustafa Zor, Erkan Bostanci, Mehmet Serdar Güzel, Erinç Karatas

CoRR, 2021

Comparative Performance of Machine Learning Algorithms in Cyberbullying Detection: Using Turkish Language Preprocessing Techniques.

Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Güzel

CoRR, 2021

Machine Translation, Sentiment Analysis, Text Similarity, Topic Modelling, and Tweets: Understanding Social Media Usage Among Police and Gendarmerie Organizations.

Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Güzel

CoRR, 2021

Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study.

K. E. Sengun, Y. T. Cetin, Mehmet Serdar Güzel, Serhat Can, Erkan Bostanci

CoRR, 2021

Machine Learning Based Early Fire Detection System using a Low-Cost Drone.

Aysegül Yanik, Mehmet Serdar Güzel, Mertkan Yanik, Erkan Bostanci

CoRR, 2021

A Novel Behavioral Strategy for RoboCode Platform Based on Deep Q-Learning.

Hakan Kayakoku, Mehmet Serdar Güzel, Erkan Bostanci, Ihsan Tolga Medeni, Deepti Mishra

Complex., 2021

Blockchain Based Network Access Control (NAC) Management Solution and Architecture.

Cagatay Korkuc, Tuncay Dogantuna, Erkan Afacan, Erkan Bostanci

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

An Effective Yield Estimation System Based on Blockchain Technology.

Murat Osmanoglu, Bulent Tugrul, Tuncay Dogantuna, Erkan Bostanci

IEEE Trans. Engineering Management, 2020

Distant augmented reality: Bringing a new dimension to user experience using drones.

Metehan Unal, Erkan Bostanci, Evren Sertalp

Digit. Appl. Archaeol. Cult. Heritage, 2020

A Novel Action Recognition Framework Based on Deep-Learning and Genetic Algorithms.

Abdullah Asim Yilmaz, Mehmet Serdar Güzel, Erkan Bostanci, Iman N. Askerzade

IEEE Access, 2020

Genetic Hyperparameter Optimization Library Development and Its Application on Plant Disease Detection Problem.

Kazim Soylu, Mehmet Serdar Güzel, Büsra Emek Soylu, Gazi Erkan Bostanci

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Evolutionary approaches for weight optimization in collaborative filtering-basedrecommender systems.

Sevgi Yigit-Sert, Yilmaz Ar, Erkan Bostanci

Turkish J. Electr. Eng. Comput. Sci., 2019

2018

Sensor fusion of camera, GPS and IMU using fuzzy adaptive multiple motion models.

Erkan Bostanci, Betul Bostanci, Nadia Kanwal, Adrian F. Clark

Soft Comput., 2018

Statistical evaluation of corner detectors: does the statistical test have an effect?

Fatima Anjum, Nadia Kanwal, Adrian F. Clark, Erkan Bostanci

IET Comput. Vis., 2018

A Vehicle Detection Approach using Deep Learning Methodologies.

Abdullah Asim Yilmaz, Mehmet Serdar Güzel, Iman Askerbeyli, Erkan Bostanci

CoRR, 2018

Custom RFID Location Simulator.

Hakan Yilmaz, Osman Nacar, Ozgur Sezgin, Erkan Bostanci, Mehmet Serdar Güzel

CoRR, 2018

Live Target Detection with Deep Learning Neural Network and Unmanned Aerial Vehicle on Android Mobile Device.

Ali Canberk Anar, Erkan Bostanci, Mehmet Serdar Güzel

CoRR, 2018

Detection of Light Sleep Periods Using an Accelerometer Based Alarm System.

Egemen Turkyilmaz, Alper Akgul, Erkan Bostanci, Mehmet Serdar Güzel

CoRR, 2018

2017

Genetic Algorithm Based Floor Planning System.

Hamide Ozlem Dalgic, Erkan Bostanci, Mehmet Serdar Güzel

CoRR, 2017

A Fuzzy Brute Force Matching Method for Binary Image Features.

Erkan Bostanci, Nadia Kanwal, Betul Bostanci, Mehmet Serdar Güzel

CoRR, 2017

2016

Evaluation Method, Dataset Size or Dataset Content: How to Evaluate Algorithms for Image Matching?

Nadia Kanwal, Erkan Bostanci, Adrian F. Clark

J. Math. Imaging Vis., 2016

A genetic algorithm solution to the collaborative filtering problem.

Yilmaz Ar, Erkan Bostanci

Expert Syst. Appl., 2016

Comparative Study of Instance Based Learning and Back Propagation for Classification Problems.

Nadia Kanwal, Erkan Bostanci

CoRR, 2016

Intelligent drone navigation for search and rescue operations.

Dilan Yavuz, Hurkan Akbiyik, Erkan Bostanci

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Modelling human body motion using lagrange interpolation.

Egemen Halici, Erkan Bostanci

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Opportunities, Threats and Future Directions in Big Data for Medical Wearables.

Berna Seref, Erkan Bostanci

Proceedings of the International Conference on Big Data and Advanced Wireless Technologies, 2016

2015

Augmented reality applications for cultural heritage using Kinect.

Erkan Bostanci, Nadia Kanwal, Adrian F. Clark

Hum. centric Comput. Inf. Sci., 2015

3D Reconstruction of Crime Scenes and Design Considerations for an Interactive Investigation Tool.

Erkan Bostanci

CoRR, 2015

Enhanced image feature coverage: Key-point selection using genetic algorithms.

Erkan Bostanci

CoRR, 2015

Motion model transitions in GPS-IMU sensor fusion for user tracking in augmented reality.

Erkan Bostanci

CoRR, 2015

Is Hamming distance the only way for matching binary image feature descriptors?

Erkan Bostanci

CoRR, 2015

Medical Wearable Technologies: Applications, Problems and Solutions.

Erkan Bostanci

CoRR, 2015

2014

User tracking methods for augmented reality applications in cultural heritage.

Gazi Erkan Bostanci

PhD thesis, 2014

Spatial Statistics of Image Features for Performance Comparison.

Erkan Bostanci, Nadia Kanwal, Adrian F. Clark

IEEE Trans. Image Process., 2014

Matching corners using the informative arc.

Nadia Kanwal, Erkan Bostanci, Adrian F. Clark

IET Comput. Vis., 2014

2013

Kinect-Derived Augmentation of the Real World for Cultural Heritage.

Erkan Bostanci, Nadia Kanwal, Adrian F. Clark

Proceedings of the 15th International Conference on Computer Modelling and Simulation, 2013

2012

Vision-based user tracking for outdoor augmented reality.

Erkan Bostanci, Adrian F. Clark, Nadia Kanwal

Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

An Evaluation of Classification Algorithms Using Mc Nemar's Test.

Betul Bostanci, Erkan Bostanci

Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012

2011

Evaluating the angular sensitivity of corner detectors.

Nadia Kanwal, Shoaib Ehsan, Erkan Bostanci, Adrian F. Clark

Proceedings of the 2011 IEEE International Conference on Virtual Environments, 2011

Living the Past in the Future.

Erkan Bostanci, Adrian F. Clark

Proceedings of the Workshop Proceedings of the 7th International Conference on Intelligent Environments, 2011