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Books and Theses
- 2014
[b1]Gazi Erkan Bostanci:
User tracking methods for augmented reality applications in cultural heritage. University of Essex, Colchester, UK, 2014
Journal Articles
- 2024
- [j22]Nermin Kartli
, Erkan Bostanci, Mehmet Serdar Güzel:
Heuristic algorithm for an optimal solution of fully fuzzy transportation problem. Computing 106(10): 3195-3227 (2024) - [j21]Mehmet Serdar Güzel, Mürüvvet Kalkan, Erkan Bostanci, Koray Açici, Tunç Asuroglu:
Cloud type classification using deep learning with cloud images. PeerJ Comput. Sci. 10: e1779 (2024) - 2023
- [j20]Ömürhan Soysal, Mehmet Serdar Güzel, Mehmet Dikmen, Gazi Erkan Bostanci:
Common Thorax Diseases Recognition Using Zero-Shot Learning With Ontology in the Multi-Labeled ChestX-ray14 Data Set. IEEE Access 11: 27883-27892 (2023) - [j19]Sifa Özsari, Fatima Rabia Yapicioglu, Dilek Yilmaz, Kivanç Kamburoglu, Mehmet Serdar Güzel, Gazi Erkan Bostanci, Koray Açici, Tunç Asuroglu:
Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning. IEEE Access 11: 49102-49113 (2023) - [j18]Erkan Bostanci, Engin Kocak, Metehan Unal, Mehmet Serdar Güzel, Koray Açici, Tunç Asuroglu:
Machine Learning Analysis of RNA-seq Data for Diagnostic and Prognostic Prediction of Colon Cancer. Sensors 23(6): 3080 (2023) - 2022
- [j17]Vahid Babaei Ajabshir, Mehmet Serdar Güzel, Erkan Bostanci:
A Low-Cost Q-Learning-Based Approach to Handle Continuous Space Problems for Decentralized Multi-Agent Robot Navigation in Cluttered Environments. IEEE Access 10: 35287-35301 (2022) - [j16]Mürüvvet Kalkan, Gazi Erkan Bostanci, Mehmet Serdar Güzel, Bugrahan Kalkan, Sifa Özsari, Ömürhan Soysal, Güven Köse:
Cloudy/clear weather classification using deep learning techniques with cloud images. Comput. Electr. Eng. 102: 108271 (2022) - [j15]Ersin Ersoy, Gazi Erkan Bostanci, Mehmet Serdar Güzel:
Development of a hybrid system based on ABC algorithm for selection of appropriate parameters for disease diagnosis from ECG signals. Turkish J. Electr. Eng. Comput. Sci. 30(5): 1788-1803 (2022) - 2021
- [j14]Hakan Kayakoku, Mehmet Serdar Güzel, Erkan Bostanci, Ihsan Tolga Medeni, Deepti Mishra:
A Novel Behavioral Strategy for RoboCode Platform Based on Deep Q-Learning. Complex. 2021: 9963018:1-9963018:14 (2021) - [j13]Berna Seref, Erkan Bostanci, Mehmet Serdar Güzel:
Evolutionary neural networks for improving the prediction performance of recommender systems. Turkish J. Electr. Eng. Comput. Sci. 29(1): 62-77 (2021) - [j12]Sifa Özsari, Mehmet Serdar Güzel, Gazi Erkan Bostanci, Ayhan Aydin:
Adaptation of metaheuristic algorithms to improve training performance of an ESZSL model. Turkish J. Electr. Eng. Comput. Sci. 29(3): 1781-1796 (2021) - 2020
- [j11]Abdullah Asim Yilmaz, Mehmet Serdar Güzel, Erkan Bostanci, Iman N. Askerzade:
A Novel Action Recognition Framework Based on Deep-Learning and Genetic Algorithms. IEEE Access 8: 100631-100644 (2020) - [j10]Metehan Unal, Erkan Bostanci, Evren Sertalp:
Distant augmented reality: Bringing a new dimension to user experience using drones. Digit. Appl. Archaeol. Cult. Heritage 17: 00140 (2020) - [j9]Murat Osmanoglu, Bulent Tugrul, Tuncay Dogantuna, Erkan Bostanci:
An Effective Yield Estimation System Based on Blockchain Technology. IEEE Trans. Engineering Management 67(4): 1157-1168 (2020) - 2019
- [j8]Sevgi Yigit-Sert, Yilmaz Ar, Erkan Bostanci:
Evolutionary approaches for weight optimization in collaborative filtering-basedrecommender systems. Turkish J. Electr. Eng. Comput. Sci. 27(3): 2121-2136 (2019) - 2018
- [j7]Fatima Anjum, Nadia Kanwal, Adrian F. Clark, Erkan Bostanci:
Statistical evaluation of corner detectors: does the statistical test have an effect? IET Comput. Vis. 12(7): 1018-1030 (2018) - [j6]Erkan Bostanci, Betul Bostanci, Nadia Kanwal, Adrian F. Clark:
Sensor fusion of camera, GPS and IMU using fuzzy adaptive multiple motion models. Soft Comput. 22(8): 2619-2632 (2018) - 2016
- [j5]Yilmaz Ar, Erkan Bostanci:
A genetic algorithm solution to the collaborative filtering problem. Expert Syst. Appl. 61: 122-128 (2016) - [j4]Nadia Kanwal, Erkan Bostanci, Adrian F. Clark:
Evaluation Method, Dataset Size or Dataset Content: How to Evaluate Algorithms for Image Matching? J. Math. Imaging Vis. 55(3): 378-400 (2016) - 2015
- [j3]Erkan Bostanci, Nadia Kanwal, Adrian F. Clark:
Augmented reality applications for cultural heritage using Kinect. Hum. centric Comput. Inf. Sci. 5: 20 (2015) - 2014
- [j2]Nadia Kanwal, Erkan Bostanci, Adrian F. Clark:
Matching corners using the informative arc. IET Comput. Vis. 8(3): 245-253 (2014) - [j1]Erkan Bostanci, Nadia Kanwal, Adrian F. Clark:
Spatial Statistics of Image Features for Performance Comparison. IEEE Trans. Image Process. 23(1): 153-162 (2014)
Conference and Workshop Papers
- 2022
- [c11]Mehmet Serdar Güzel, Erkan Bostanci, Alok Mishra:
Mobile Robot Navigation with Swarm Intelligence using a Decentralized Strategy. SII 2022: 838-843 - 2021
- [c10]Cagatay Korkuc, Tuncay Dogantuna, Erkan Afacan, Erkan Bostanci:
Blockchain Based Network Access Control (NAC) Management Solution and Architecture. SIU 2021: 1-4 - 2020
- [c9]Kazim Soylu, Mehmet Serdar Güzel, Büsra Emek Soylu, Gazi Erkan Bostanci:
Genetic Hyperparameter Optimization Library Development and Its Application on Plant Disease Detection Problem. SIU 2020: 1-4 - 2016
- [c8]Berna Seref, Erkan Bostanci:
Opportunities, Threats and Future Directions in Big Data for Medical Wearables. BDAW 2016: 15:1-15:5 - [c7]Egemen Halici, Erkan Bostanci:
Modelling human body motion using lagrange interpolation. SIU 2016: 493-496 - [c6]Dilan Yavuz, Hurkan Akbiyik, Erkan Bostanci:
Intelligent drone navigation for search and rescue operations. SIU 2016: 565-568 - 2013
- [c5]Erkan Bostanci, Nadia Kanwal, Adrian F. Clark:
Kinect-Derived Augmentation of the Real World for Cultural Heritage. UKSim 2013: 117-122 - 2012
- [c4]Betul Bostanci, Erkan Bostanci:
An Evaluation of Classification Algorithms Using Mc Nemar's Test. BIC-TA (1) 2012: 15-26 - [c3]Erkan Bostanci, Adrian F. Clark, Nadia Kanwal:
Vision-based user tracking for outdoor augmented reality. ISCC 2012: 566-568 - 2011
- [c2]Erkan Bostanci, Adrian F. Clark:
Living the Past in the Future. Intelligent Environments (Workshops) 2011: 167-172 - [c1]Nadia Kanwal, Shoaib Ehsan, Erkan Bostanci, Adrian F. Clark:
Evaluating the angular sensitivity of corner detectors. VECIMS 2011: 28-31
Informal and Other Publications
- 2022
- [i20]Muhammed Can Keles, Batuhan Salmanoglu, Mehmet Serdar Güzel, Baran Gursoy, Gazi Erkan Bostanci:
Evaluation of YOLO Models with Sliced Inference for Small Object Detection. CoRR abs/2203.04799 (2022) - 2021
- [i19]Aysegül Yanik, Mehmet Serdar Güzel, Mertkan Yanik, Erkan Bostanci:
Machine Learning Based Early Fire Detection System using a Low-Cost Drone. CoRR abs/2101.09362 (2021) - [i18]K. E. Sengun, Y. T. Cetin, Mehmet Serdar Güzel, Serhat Can, Erkan Bostanci:
Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study. CoRR abs/2101.09987 (2021) - [i17]Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Güzel:
Machine Translation, Sentiment Analysis, Text Similarity, Topic Modelling, and Tweets: Understanding Social Media Usage Among Police and Gendarmerie Organizations. CoRR abs/2101.12717 (2021) - [i16]Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Güzel:
Comparative Performance of Machine Learning Algorithms in Cyberbullying Detection: Using Turkish Language Preprocessing Techniques. CoRR abs/2101.12718 (2021) - [i15]Mustafa Zor, Erkan Bostanci, Mehmet Serdar Güzel, Erinç Karatas:
Analysis of Interpolation based Image In-painting Approaches. CoRR abs/2102.06564 (2021) - [i14]Talha Dilber, Mehmet Serdar Güzel, Erkan Bostanci:
A new Video Synopsis Based Approach Using Stereo Camera. CoRR abs/2106.12362 (2021) - 2018
- [i13]Egemen Turkyilmaz, Alper Akgul, Erkan Bostanci, Mehmet Serdar Güzel:
Detection of Light Sleep Periods Using an Accelerometer Based Alarm System. CoRR abs/1802.09358 (2018) - [i12]Ali Canberk Anar, Erkan Bostanci, Mehmet Serdar Güzel:
Live Target Detection with Deep Learning Neural Network and Unmanned Aerial Vehicle on Android Mobile Device. CoRR abs/1803.07015 (2018) - [i11]Hakan Yilmaz, Osman Nacar, Ozgur Sezgin, Erkan Bostanci, Mehmet Serdar Güzel:
Custom RFID Location Simulator. CoRR abs/1803.11252 (2018) - [i10]Abdullah Asim Yilmaz, Mehmet Serdar Güzel, Iman Askerbeyli, Erkan Bostanci:
A Vehicle Detection Approach using Deep Learning Methodologies. CoRR abs/1804.00429 (2018) - 2017
- [i9]Hamide Ozlem Dalgic, Erkan Bostanci, Mehmet Serdar Güzel:
Genetic Algorithm Based Floor Planning System. CoRR abs/1704.06016 (2017) - [i8]Erkan Bostanci, Nadia Kanwal, Betul Bostanci, Mehmet Serdar Güzel:
A Fuzzy Brute Force Matching Method for Binary Image Features. CoRR abs/1704.06018 (2017) - 2016
- [i7]Nadia Kanwal, Erkan Bostanci:
Comparative Study of Instance Based Learning and Back Propagation for Classification Problems. CoRR abs/1604.05429 (2016) - 2015
- [i6]Erkan Bostanci:
Medical Wearable Technologies: Applications, Problems and Solutions. CoRR abs/1512.02347 (2015) - [i5]Erkan Bostanci:
Is Hamming distance the only way for matching binary image feature descriptors? CoRR abs/1512.02355 (2015) - [i4]Erkan Bostanci:
Motion model transitions in GPS-IMU sensor fusion for user tracking in augmented reality. CoRR abs/1512.02758 (2015) - [i3]Erkan Bostanci, Betul Bostanci, Nadia Kanwal, Adrian F. Clark:
Sensor Fusion of Camera, GPS and IMU using Fuzzy Adaptive Multiple Motion Models. CoRR abs/1512.02766 (2015) - [i2]Erkan Bostanci:
Enhanced image feature coverage: Key-point selection using genetic algorithms. CoRR abs/1512.03155 (2015) - [i1]Erkan Bostanci:
3D Reconstruction of Crime Scenes and Design Considerations for an Interactive Investigation Tool. CoRR abs/1512.03156 (2015)
Coauthor Index
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