Spread patterns of COVID-19 in European countries: Hybrid deep learning model for prediction and transmission analysis Utku A., Akcayol M.A. Neural Computing and Applications, DOI: 10.1007/s00521-024-09597-y, 2024.
Machine learning applications for vascular stenosis detection in computed tomography angiography: a systematic review and meta-analysis Anwer A. M. O. A., Karacan H., Enver L., Çabuk G. Neural Computing and Applications, Vol.36, pp.1-20, 2024.
Implementation of C5. 0 Algorithm using chi-square feature selection for early detection of hepatitis C disease Mahmud M., Budiman I., Indriani F., Kartini D., Faisal M. R., Rozaq H. A. A., Yıldız O., Caesarendra W. Journal of Electronics, Electromedical Engineering, and Medical Informatics, Vol.6(2), pp116-124, 2024.
YOLO-IHD: Improved real-time human detection system for indoor drones Küçükayan G., Karacan H. Sensors, Vol.24(3), pp.922-954, 2024.
Real time malicious drone detection using deep learning on FANETs Yapıcıoğlu C., Demirci M., Akcayol M.A. IEEE International Black Sea Conference on Communications and Networking, Tbilisi, Georgia, June 24–27, 2024.
Neural network based a comparative analysis for customer churn prediction Utku A., Akcayol M.A. Muş Alparslan University Journal of Science, DOI: 10.18586/msufbd.1466246, 2024.
Hybrid ConvLSTM model for evaluating the performance of SMEs in the software sector Utku A., Sevinç A., Akcayol M.A. Naturengs, Vol.5(1), 2024.
Log anomaly detection in application servers using deep learning Alagöz E., Şahin Y.M., Özdem K., Gedik A.O., Akcayol M.A. Innovative Methods in Computer Science and Computational Applications in the Era of Industry 5.0, Vol.1(1), pp.258-268, 2024. (Selected from ICAIAME 2023)
Hybrid deep learning model for earthquake time prediction Utku A., Akcayol M.A. Gazi University Journal of Science, DOI: 10.35378/gujs.1364529, 2024.
EMACrawler: Web search engine database freshness optimization Alanoğlu Z., Akcayol M.A. Journal of Polytechnic, DOI: 10.2339/politeknik.1347054, 2024.
Disruptive effects of Earth's orbit environmental conditions on spacecraft electronic systems Tarakcıoğlu O., Aydemir M.T., Akcayol M.A. International Journal for Multidisciplinary Research, DOI: 10.36948/ijfmr.2023.v05i05.6285, 2023.
Personality traits prediction model from Turkish contents with semantic structures Kosan M. A., Karacan H., Urgen B. A. Neural Computing and Applications, Vol.35(23), pp.17147-17165, 2023.
A blockchain-based e-commerce reputation system built with verifiable credentials Doğan Ö., Karacan H. IEEE Access, Vol.11, pp.47080-47097, 2023.
YOLOv8’s head-layer performance comparison for skin cancer detection Sutaji D., Yıldız O. 2nd International Conference of Advanced Technologies and Applied Science (ICATEAS), Surabaya, Endonezya, 18 - 19 October 2023.
WECNN-PDP: Weighted ensemble convolutional neural networks models to improve the plant disease prediction Sutaji D., Yıldız O., Rosyid H., Chotijah U. 2nd International Conference on Applied Sciences, Education and Technology (iConASET'23), Surabaya, Endonezya, 01 August 2023.
An improved convolutional neural network framework for brain MRI image classification Aydin H. N., Yıldız O. Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Türkiye, 11 - 13 October 2023.
Improved ECA-DenseNet framework for brain MRI image classification Aydin H. N., Yıldız O. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Türkiye, 5 - 8 July 2023.
Analysis of cervical neoplasia with artificial intelligence Zergeroğlu S., Sarı M.E., Taplamacıoğlu M.C., Alpay Ö., Akcayol M.A. 5th International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Türkiye, November 03-04, 2023.
Deep learning based classification for hoverflies (Diptera: Sryphidae) Utku A., Ayaz Z., Çiftçi D., Akcayol M.A. Journal of the Entomological Research Society, DOI 10.51963/jers.v25i3.2445, 2023.
Improving QoS in real-time mobile multimedia streaming with SCTP-PQ Huseynli A., Şimşek M., Akcayol M.A. Acta Polytechnica, DOI: 10.14311/AP.2023.63.0347, 2023.
Continuous knowledge graph refinement with confidence propagation Huseynli A., Akcayol M.A. IEEE Access, DOI: 10.1109/ACCESS.2023.3283925, 2023.
Examining knowledge extraction processes from heterogeneous data sources Sarıkoz S.K., Akcayol M.A. Journal of Brilliant Engineering, DOI: 10.36937/ben.2023.4798, 2023.
Forecasting the spread of COVID-19 using deep learning and big data analytics methods Kiganda C., Akcayol M.A. Springer Nature Computer Science, DOI: 10.1007/s42979-023-01801-5, 2023.
Deep convolutional neural network-the evaluation of cervical vertebrae maturation Akay G., Akcayol M.A., Özdem K., Güngör K. Oral Radiology, DOI: 10.1007/s11282-023-00678-7, 2023.
Effective seed URL selection and scope extension algorithm for web crawler Alanoğlu Z., Akcayol M.A. International Journal of Advances in Engineering and Pure Sciences, Vol.35(1), pp.27-38, 2023.
Deep learning based model for predicting the contribution of SMEs to the economy Utku A., Sevinç A., Akcayol M.A. Fırat University Journal of Engineering Science, Vol.35(2), pp.865-874, 2023.
Seed URL selection and performance analysis in Web crawlers: A comprehensive review Alanoğlu Z., Akcayol M.A. Duzce University Journal of Science and Technology, Vol.11(3), pp.1399-1423, 2023.
Deep learning based video event classification Gençaslan S., Utku A., Akcayol M.A. Journal of Polytechnic, Vol.26(3), pp.1155-1165, 2023.
Artificial intelligence and digital transformation in the light of new generation technologies Editors: Yılmaz M., Akcayol M.A. Authors: Kabukcu M., Özdem K., Ulusoy R., Akyol A., Öniz Y., Yüksel K., Sancak E., Utku A., Başkaya F., Karacan H., Alpay Ö. Nobel Academic Publishing, ISBN: 978-625-417-991-4, August 2022.
Machine learning-based comparative study for heart disease prediction Güllü M., Akcayol M.A., Barışçı N. Advances in Artificial Intelligence Research, Vol.2(2), pp.51-58, 2022. (Selected from ICAIAME 2022)
Predicting personality traits with semantic structures and LSTM-based neural networks Kosan M. A., Karacan H., Ürgen B. A. Alexandria Engineering Journal, Vol.61(10), pp.8007-8025, 2022.
LEMOXINET: Lite ensemble MobileNetV2 and Xception models to predict plant disease Sutaji D., Yildiz O. Ecological Informatics, Vol.70, 2022.
Two stage deep learning based stacked ensemble model for web application security Sevri M., Karacan H. KSII Transactions on Internet and Information Systems, Vol.16(2), pp.632-657, 2022.
A new objective diagnostic tool for ADHD: Development of the web-based auditory-focused continuous performance test İşeri E., Sevri M., Özaslan A., Karacan B., Karacan H., Sarıpınar E. G., et al. 69th Annual Meeting of the American Academy of Child & Adolescent Psychiatry, Toronto, Kanada, 17 - 21 Ekim 2022, Vol.61(10), pp.233-234.
Data quality problem in Al-based network intrusion detection systems studies and a solution proposal Halisdemir M. E., Karacan H., Pihelgas M., Lepik T., Cho S. 14th International Conference on Cyber Conflict (CyCon) - Keep Moving, Tallinn, Estonya, 31 Mayıs - 03 Haziran 2022, pp.367-383.
Data quality problem in ai-based network intrusion detection systems studies and a solution proposal Halisdemir M. E., Karacan H., Pihelgas M., Lepik T., Cho S. 14th International Conference on Cyber Conflict, CyCon 2022, Tallinn, Estonya, 31 Mayıs - 03 Haziran 2022, Vol.2022-May, pp.367-383.
A lightweight deep learning model for the classification of a limited lung sound dataset Abdallah I. A., Yıldız O. International Conference on Engineering Sciences, 2022, Azerbaycan, 11 December 2022.
A new chaos-based lightweight encryption mechanism for microcomputers Kiran H. E., Akgul A., Yıldız O. 10th International Symposium on Digital Forensics and Security (ISDFS), Maltepe, Türkiye, 6 - 07 June 2022.
Trust-chain-based certificate revocation control in autonomous vehicle networks Erceylan G., Akcayol M.A. IEEE 5th International Conference on Information and Communications Technology, Universitas AMIKOM Yogyakarta, Indonesia, August 24-25, 2022.
SUST-DDD: A real-drive dataset for driver drowsiness detection Yılmaz K.E., Akcayol M.A. IEEE 31st Conference of the Open Innovations Association FRUCT, Helsinki, Finland, April 27-29, 2022.
Deep learning-based forecasting of cancellation, delay and orientation on flights Ayaydın A., Akcayol M.A. Journal of Informatics Technologies, Vol.15(3), pp.239-249, 2022. (Selected from ICI-CS2021)
A comprehensive review of image denoising with deep learning Yapıcı A., Akcayol M.A. International Journal of Advances in Engineering and Pure Sciences, Vol.34(1), pp.65-69, 2022.
A novel web ranking algorithm based on pages multi-attribute Baker M.R., Akcayol M.A. International Journal of Information Technology, DOI: 10.1007/s41870-021-00833-5, 2022.
Bird species classification using deep learning: a comparative study Bilgin M.M., Özdem K., Akcayol M.A. Journal of Polytechnic, Vol.25(3), pp.1251-1260, 2022.
Machine learning-based comparative study for heart disease prediction Güllü M., Akcayol M.A., Barışçı N. International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Baku, Azerbaijan, May 20-22, 2022.
Thermal infrared colorization using deep learning Çiftçi O., Akcayol M.A. IEEE International Conference on Electrical and Electronics Engineering, Antalya, Turkey, April 9-11, 2021.
A novel overlapping method to alleviate the cold-start problem in recommendation systems Al-Sabaawi A. M. A., Karacan H., Yenice Y. E. International Journal of Software Engineering and Knowledge Engineering, Vol.31(9), pp.1277-1297, 2021.
A novel data augmentation technique and deep learning model for web application security Karacan H., Sevri M. IEEE Access, Vol.9, pp.150781-150797, 2021.
COVID-19 Detection from chest X-ray images and hybrid model recommendation with convolutional neural networks Karacan H., Eryılmaz F. Journal of advanced research in natural and applied sciences, Vol.7(4), pp.486-503, 2021.
Synthetic CANBUS data generation for driver behavior modeling Ucuzova E., Kurtulmaz E., Gökalp Yavuz F., Karacan H., Şahin N. E. 29th Signal Processing and Communications Applications Conference (SIU), İstanbul, Türkiye, 09 June 2021, pp.1-4.
SVD++ and clustering approaches to alleviating the cold-start problem for recommendation systems Al-Sabaawi A. M. A., Karacan H., Yenice Y. E. International Journal of Innovative Computing Information and Control, Vol.17(2), pp.383-396, 2021.
Two models based on social relations and SVD++ method for recommendation system Al-Sabaawi A. M. A., Karacan H., Yenice Y. E. International Journal of Interactive Mobile Technologies, Vol.15(1), pp.70-87, 2021.
Predicting the survival of heart failure patients in unbalanced data sets Turkmenoglu B. K., Yıldız O. 29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Türkiye, 9 - 11 June 2021.
Locality sensitive hashing based clustering for large scale documents Özdem K., Akcayol M.A. ACM International Conference on Mathematics and Artificial Intelligence, Chengdu, China, March 19-21, 2021.
Long short-term memory based query auto-completion Qureshi A.R.A., Akcayol M.A. IEEE International Conference on Electrical and Electronics Engineering, Antalya, Turkey, April 9-11, 2021.
Bloom filter based graph database CRUD optimization for stream data Hüseynli A., Akcayol M.A. IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, Cracow, Poland, September 22-25, 2021.
A new deep learning-based prediction model for purchase time prediction Utku A., Akcayol M.A. IEEE International Conference on Computer Science and Engineering, Ankara, Turkey, September 15-19, 2021.
A review of image denoising with deep learning Yapıcı A., Akcayol M.A. IEEE International Informatics and Software Engineering Conference, Ankara, Turkey, December 16-17, 2021.
Automated machine learning platform Selvi G., Dağ G., Dirican E.G., Aktay T., Aksu S.M., Özdem K., Akcayol M.A. IEEE International Conference on Computer Science and Engineering, Ankara, Turkey, September 15-19, 2021.
Deep learning-based forecasting of cancellation, delay and orientation on flights Ayaydın A., Akcayol M.A. International Conference on Informatics and Computer Science (ICI-CS2021), Ankara, Turkey, December 9-11, 2021.
A new topic modeling based approach for aspect extraction in aspect based sentiment analysis: SS-LDA Özyurt B., Akcayol M.A. Expert Systems with Applications, Vol.168, 114231, April 2021.
Prediction of the next time of an event with deep learning based model Utku A., Akcayol M.A. Journal of Polytechnic, Vol.24(1), pp.1-15, 2021.
A model for prediction of customer behavior: a case study for banking sector Özdem K., Akcayol M.A. Niğde Ömer Halisdemir University Journal of Engineering Sciences, Vol.10(1), pp.1-8, 2021.
A comprehensive review on using of deep learning approaches in video captioning applications Alpay Ö., Akcayol M.A. Journal of Engineering Sciences and Design, Vol.8(5), pp.271-289, 2020.
Exploiting implicit social relationships via dimension reduction to improve recommendation system performance Al-Sabaawi A. M. A., Karacan H., Yenice Y. E. PLOS One, Vol.15, pp.4, 2020.
KD-tree and adaptive radius (KD-AR Stream) based real-time data stream clustering Senol A., Karacan H. Journal of The Faculty of Engineering and Architecture of Gazi University, Vol.35(1), pp.337-354, 2020.
Design and implementation of web based risk management system based on artificial neural networks for software projects: WEBRISKIT Calp M.H., Akcayol M.A. Pamukkale University Journal of Engineering Sciences, Vol.26(5), pp.993-1014, 2020.
Deep learning based new model for video captioning Özer E.G., Karapınar İ.N., Başbuğ S., Turan S., Utku A., Akcayol M.A. International Journal of Advanced Computer Science and Applications, Vol.11(3), 2020.
Deep learning based new prediction model for the next purchase Utku A., Akcayol M.A. Advances in Electrical and Computer Engineering, Vol.20(2), pp.35-44, 2020.
A comprehensive review on the use of deep learning approaches for video captioning applications Alpay Ö., Akcayol M.A. International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Turkey, October 24-26, 2020.
Classification of abnormal respiratory sounds using machine learning techniques Güler H. C., Yıldız O., Baysal U., Cinyol F., Köksal D., Babaoğlu E., et al. 2020 Medical Technologies Congress, TIPTEKNO’20, 19 November 2020.
Machine learning in bioinformatics: gene expression and microarray studies Bağıröz B., Doruk E., Yıldız O. 2020 Medical Technologies Congress (TIPTEKNO), Türkiye, 19 November 2020.
Anomaly detection in the stream data by using nearest neighbor regression and linear regression analysis Acar O.C., Akcayol M.A. International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Turkey, April 20-22, 2019.
Deep learning based an application for anomaly detection at institutional network Erginay E., Akcayol M.A. International Data Science and Engineering Symposium, Karabük, Turkey, May 2-3, 2019.
Bidirectional LSTM based intrusion detection system for web applications Sevri M., Karacan H. International Conference on All Aspects of Cyber Security (A2CS’xx19), 24 - 25 October 2019, pp.53-57.
Outlier detection on big outlier data Şirin E., Karacan H. Recent Advances in Data Science and Business Analytics, 25 - 28 September 2019, pp.56.
Deep learning-based web application security Sevri M., Karacan H. 2nd International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES), 26 - 27 April 2019, pp.349-354.
Permission-based android malware detection system using feature selection with genetic algorithm Yıldız O., Doğru İ. A. International Journal of Software Engineering and Knowledge Engineering, Vol.29(2), pp.245-262, 2019.
Melanoma detection from dermoscopy images with deep learning methods: A comprehensive study Yıldız O. Journal of the Faculty of Engineering and Architecture of Gazi University, Vol.34(4), pp.2241-2260, 2019.
A novel model for risk estimation in software projects using artificial neural network Calp M.H., Akcayol M.A. International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Turkey, April 20-22, 2019.
Multi-document extractive text summarization: a comparative assessment on features Mutlu B., Sezer E., Akcayol M.A. Knowledge-Based Systems, Vol.183, 2019.
A comprehensive study on stream data characterization, generation and analytics Utku A., Akcayol M.A. Erzincan University Journal of Science and Technology, Vol.12(1), pp.379-410, 2019.
Content based sentiment analysis for Turkish twitter feeds through vector space model Karamollaoğlu H., Doğru İ. A., Arıcı N., Yıldız O. 1st International Informatics and Software Engineering Conference (UBMYK), Diyarbakır, Türkiye, 6 - 07 November 2019, pp.1-6.
Sentiment analysis on Turkish social media shares through lexicon-based approach Karamollaoglu H., Doğru İ. A., Dorterler M., Utku A., Yıldız O. 3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 September 2018, pp.45-49.
Detection of plant diseases by machine learning Korkut U. B., Gokturk O. B., Yıldız O. 26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 May 2018.
End-to-end hierarchical fuzzy inference solution Mutlu B., Sezer E.A., Akcayol M.A. IEEE World Congress on Computational Intelligence, Rio de Janerio, Brazil, 08-13 July, 2018.
A comprehensive review on the use of big data in recommendation systems Utku A., Akcayol M.A. International Journal of Advances in Engineering and Pure Sciences, Vol.30(4), pp.339-357, 2018.
Optimization of project scheduling activities in dynamic CPM and PERT networks using genetic algorithms Calp M.H., Akcayol M.A. SDU Journal of Natural and Applied Sciences, Vol.22(2), pp.615-627, 2018.
A survey on sentiment analysis and opinion mining, methods and approaches Özyurt B., Akcayol M.A. Selcuk University, Journal of Engineering Science and Technology, Vol.6(4), pp.668-693, 2018.
A new context-sensitive decision making system for mobile cloud offloading Tanrıverdi M., Akcayol M.A. International Journal of Computer Science & Information Technology, Vol. 10(3), pp.71-90, 2018.
A weighted multi-attribute-based recommender system using extended user behavior analysis Akcayol M.A., Utku A., Aydogan E., Mutlu B. Electronic Commerce Research and Applications, Vol.28, pp.86-93, 2018.
Comparative analysis of machine learning algorithms in detection of phishing websites Koşan M. A., Yıldız O., Karacan H. Pamukkale University Journal of Engineering Sciences, Vol.24(2), pp.276-282, 2018.
A review on business intelligence and big data Karacan H., Şirin E. International Journal of Intelligent Systems and Applications in Engineering, Vol.4(5), pp.206-215, 2017.
A modified genetic algorithm for a special case of generalized assignment problem Dorterler M., Bay O.F., Akcayol M.A. Turkish Journal of Electrical Engineering & Computer Sciences, Vol.25, pp.794-805, 2017.
A comprehensive analysis of architectures and methods of real-time big data analytics Ay S., Akcayol M.A. Lecture Notes on Information Theory, Vol. 5(1), pp.7-12, 2017. (Selected from 4th International Conference on Electrical and Electronics Engineering).
Priority queue based estimation of importance of Web pages for Web crawlers Baker M.B., Akcayol M.A. International Journal of Computer and Electrical Engineering, Vol. 9(1), pp.330-342, 2017. (Selected from 3rd International Conference on Computer and Information Technology)
A new packet scheduling algorithm for real-time multimedia streaming Simsek M., Dogan N., Akcayol M.A. Network Protocols and Algorithms, Vol.9(1&2), pp.28-47, 2017.
A comparative and comprehensive review of learning and adaptive recommendation systems Utku A., Akcayol M.A. Erciyes University Journal Of Institue of Science and Technology, Vol: 33, No: 3, pp.13-34, 2017.
A fuzzy approach to determine the quality of automatic summaries Mutlu B., Sezer E.A., Akcayol M.A. The 5th International Fuzzy Systems Symposium 2017 (FUZZYSS'17), Turkey, 14-15 October, 2017.
Assembly inspection in aircraft manufacturing using augmented reality technology Gudekli N., Akcayol M.A. 3rd International Conference on Computer and Information Technology (ICCIT2017), Izmir, 12-14 April, 2017.
Priority queue based estimation of importance of Web pages for Web crawlers Baker M.B., Akcayol M.A. 3rd International Conference on Computer and Information Technology (ICCIT2017), Izmir, 12-14 April, 2017.
Genetic algorithm and fuzzy logic based flexible querying in databases Senol A., Karacan H., Akcayol M.A. 4th International Conference on Electrical and Electronics Engineering (ICEEE 2017), Ankara, 08-10 April, 2017.
A comprehensive analysis of architectures and methods of real-time big data analytics Ay S., Akcayol M.A. 4th International Conference on Electrical and Electronics Engineering (ICEEE 2017), Ankara, 08-10 April, 2017.
An efficient multi-threaded Web crawler using HashMaps Kansu Y., Mutlu B., Utku A., Akcayol M.A. 4th International Conference on Electrical and Electronics Engineering (ICEEE 2017), Ankara, 08-10 April, 2017.
Crime analysis based on association rules using Apriori algorithm Sevri M., Karacan H., Akcayol M.A. 4th International Conference on Electrical and Electronics Engineering (ICEEE 2017), Ankara, 08-10 April, 2017.
Decision support system based fuzzy logic for academic personnel performance evaluation Gür H., Yıldız O. International Mediterranean Science and Engineering Congress (IMSEC 2017), 25 - 27 October 2017.
Forecasting the annual electricity consumption of Turkey using a hybrid model Aydogdu G., Yıldız O. 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 May 2017.
Music genre classification with machine learning techniques Karatana A., Yıldız O. 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 May 2017.
Improvement of realization quality of aerospace products using augmented reality technology Bahar N., Akcayol M.A. 18th International Conference on Virtual and Augmented Reality (ICVAR2016), Vol.10(1), pp.18-21, Singapore, 07-08 Januray, 2016. (Selected Paper)
Development of content based book recommendation system using genetic algorithm Aygun C., Yıldız O. 24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 May 2016, pp.1025-1028.
Context-aware decision making system for mobile cloud offloading Tanriverdi M., Akcayol M.A. International Journal of Computer Networks & Communications, Vol.7(6), pp.69-85, 2015.
Implementation of a new recommendation system based on decision tree using implicit relevance feedback Utku A., Karacan H., Yildiz O., Akcayol M.A. Journal of Software, Vol.10(12), pp.1367-1374, 2015.
A new method based on tree simplification and schema matching for automatic web result extraction and matching Gozudeli Y., Karacan H., Yildiz O., Baker M.R., Minnet A., Kalender M., Ozay O., Akcayol M.A. The International MultiConference of Engineers and Computer Scientists 2015 (IMECS 2015), Hong Kong, 18-20 March, 2015.
Extraction of automatic search result records using content density algorithm based on node similarity Gozudeli Y., Yildiz O., Karacan H., Baker M.R., Minnet A., Kalender M., Ozay O., Akcayol M.A. The International Conference on Data Mining, Internet Computing, and Big Data (BigData2014), Asia Pacific University of Technology and Innovation (APU), Kuala Lumpur, Malaysia, 17-19 November, 2014.
Dimensionality reduction with PCA in block based DCT domain Güzel Turhan C., Yildirim Okay F., Yıldız O., Bilge H. Ş. International Conference on Advanced Technology & Sciences (ICAT'14), Antalya, Türkiye, 12 - 15 August 2014, pp.216-220.
Genetic algorithm based a new algorithm for time dynamic shortest path problem Dener M., Akcayol M.A., Toklu S., Bay O.F. Journal of the Faculty of Engineering and Architecture of Gazi University, Vol.26(4), 2011.
A heuristic routing protocol and congestion control at wireless networks Simsek M., Akcayol M.A. Journal of the Faculty of Engineering and Architecture of Gazi University, Vol.23(1), pp.57-63, 2008.