Prof. Dr. MEHMET SERDAR GÜZEL

Yayın Ağı

Makaleler 69

1. Comprehensive Experimentation of Pretrained Models on Slice-Based Classification of Interstitial Lung Disease Patterns

Buyukpatpat H., AKÇAPINAR SEZER E., GÜZEL M. S.

International Journal of Imaging Systems and Technology , cilt.35, sa.6, 2025 (SCI-Expanded, Scopus)

2. Advanced deep learning approaches for the automated classification of macrofungal species in biodiversity monitoring

ÖZSARI Ş., Kumru E., EKİNCİ F., GÜZEL M. S., AÇICI K., Aguroglu T., et al.

TRAKYA UNIVERSITY JOURNAL OF NATURAL SCIENCES , cilt.26, sa.2, ss.203-212, 2025 (ESCI, Scopus, TRDizin)

3. Deep Ensemble Learning and Explainable AI for Multi-Class Classification of Earthstar Fungal Species

Kumru E., KORKMAZ A. F., EKİNCİ F., Aydogan A., GÜZEL M. S., AKATA I.

BIOLOGY-BASEL , cilt.14, sa.10, 2025 (SCI-Expanded, Scopus)

4. Hybrid Deep Learning Framework for High-Accuracy Classification of Morphologically Similar Puffball Species Using CNN and Transformer Architectures

Kumru E., Ugurlu G., Sevindik M., EKİNCİ F., GÜZEL M. S., AÇICI K., et al.

Biology , cilt.14, sa.7, 2025 (SCI-Expanded, Scopus)

5. A Deep Learning and Explainable AI-Based Approach for the Classification of Discomycetes Species

KORKMAZ A. F., EKİNCİ F., Altas S., Kumru E., GÜZEL M. S., AKATA I.

BIOLOGY-BASEL , cilt.14, sa.6, 2025 (SCI-Expanded, Scopus)

6. Comprehensive review of smart wheelchairs for quadriplegic patients

KOÇAK O., Soysal Ö., Çamlıca B., FIÇICI C., GÜZEL M. S.

Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , cilt.67, sa.1, 2024 (Hakemli Dergi)

7. Machine learning based orthodontic treatment planning for mixed dentition borderline cases suffering from moderate to severe crowding: An experimental research study

Senirkentli G. B., Ince Bingöl S., ÜNAL M., Bostancl E., GÜZEL M. S., Açlcl K.

Technology and Health Care , cilt.31, sa.5, ss.1723-1735, 2023 (SCI-Expanded)

8. Deep Learning in Diagnosis of Dental Anomalies and Diseases: A Systematic Review

Sivari E., Senirkentli G. B., BOSTANCI G. E., GÜZEL M. S., AÇICI K., Asuroglu T.

Diagnostics , cilt.13, sa.15, 2023 (SCI-Expanded, Scopus)

9. Multilabel Genre Prediction Using Deep-Learning Frameworks

Ünal F. Z., Güzel M. S., Bostancı G. E., Açıcı K., Aşuroğlu T.

APPLIED SCIENCES , cilt.13, sa.15, ss.1-21, 2023 (SCI-Expanded)

10. ONTOLOGY DEVELOPMENT FOR WEB SERVICES TO BE USED WITHIN THE SCOPE OF REMOTE MONITORING PROJECT

Gürcüoğlu K., MEDENİ T. D., MEDENİ İ. T., GÜZEL M. S., Arslan H.

Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , cilt.65, sa.1, ss.38-51, 2023 (Hakemli Dergi)

11. Airborne imagery and lidar based 3D reconstruction using commercial drones

Açıcı K., Erdal Ö. M., Yılmaz A., Ünal M., Bostancı G. E., Güzel M. S.

Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , cilt.65, sa.1, ss.16-29, 2023 (Hakemli Dergi)

12. Deep-Learning-Based Approaches for Semantic Segmentation of Natural Scene Images: A Review

EMEK SOYLU B., GÜZEL M. S., BOSTANCI G. E., EKİNCİ F., Asuroglu T., AÇICI K.

ELECTRONICS , cilt.12, sa.12, 2023 (SCI-Expanded, Scopus)

13. ML BASED PREDICTION OF COVID-19 DIAGNOSIS USING STATISTICAL TESTS

Özsarı Ş., Ortak F. Z., Güzel M. S., Başkır M. B., Bostancı G. E.

Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , cilt.65, sa.2, ss.79-99, 2023 (Hakemli Dergi)

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

Bostanci E., Kocak E., Unal M., Guzel M. S., Açıcı K., Asuroglu T.

SENSORS , cilt.23, sa.6, 2023 (SCI-Expanded, Scopus)

15. A New Approach for Gastrointestinal Tract Findings Detection and Classification: Deep Learning-Based Hybrid Stacking Ensemble Models

Sivari E., BOSTANCI G. E., GÜZEL M. S., AÇICI K., Asuroglu T., Ercelebi Ayyildiz T.

DIAGNOSTICS , cilt.13, sa.4, 2023 (SCI-Expanded, Scopus)

16. A NEW ALGORITHM FOR OPTIMAL SOLUTION OF FIXED CHARGE TRANSPORTATION PROBLEM

Kartli N., Bostanci E., GÜZEL M. S.

KYBERNETIKA , cilt.59, sa.1, ss.45-63, 2023 (SCI-Expanded, Scopus)

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

Soysal O. A., Güzel M. S., Dikmen M., Bostancı G. E.

IEEE Access , cilt.11, ss.27883-27892, 2023 (SCI-Expanded, Scopus)

18. A Monte Carlo Study for Soft Tissue Equivalency of Potential Polymeric Biomaterials Used in Carbon Ion Radiation Therapy

Ekinci F., BOSTANCI G. E., GÜZEL M. S., DAĞLI Ö.

NUCLEAR TECHNOLOGY , cilt.209, sa.8, ss.1229-1239, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

19. Simulation based analysis of ⁴He, ⁷Li, ⁸Be and ¹⁰B ions for heavy ion therapy

Ekinci F., Bostanci E., Guzel M. S., Dagli O.

INTERNATIONAL JOURNAL OF RADIATION RESEARCH , cilt.21, sa.1, ss.131-137, 2023 (SCI-Expanded) Sürdürülebilir Kalkınma

20. USING OF DECISION TREE CLASSIFICATIONS METHOD FOR INTRUSION DETECTION IN INTERNET NETWORKS

Salati M., Askerbeyli İ., Bostancı G. E., Güzel M. S.

Proceedings of the Institute of Applied Mathematics , cilt.11, sa.2, ss.71-89, 2022 (Hakemli Dergi)

21. Effect of different embolization materials on proton beam stereotactic radiosurgery Arteriovenous Malformation dose distributions using the Monte Carlo simulation code

Ekinci F., Bostanci E., Guzel M. S., Dagli O.

JOURNAL OF RADIATION RESEARCH AND APPLIED SCIENCES , sa.3, ss.191-197, 2022 (SCI-Expanded) Sürdürülebilir Kalkınma

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

KALKAN M., BOSTANCI G. E., GÜZEL M. S., Kalkan B., ÖZSARI Ş., Soysal O., et al.

COMPUTERS & ELECTRICAL ENGINEERING , cilt.102, 2022 (SCI-Expanded, Scopus)

23. A MACHINE LEARNING BASED APPROACH FOR PRICE ESTIMATION

Duyku E., Güzel M. S., Bostancı G. E., Askerbeyli İ.

Proceedings of IAM , cilt.11, sa.1, ss.50-61, 2022 (Hakemli Dergi)

24. Sentimental Analysis of Twitter Users from Turkish Content with Natural Language Processing

Balli C., GÜZEL M. S., BOSTANCI G. E., Mishra A.

COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE , cilt.2022, 2022 (SCI-Expanded, Scopus)

25. A Novel Hybrid Machine Learning Based System to Classify Shoulder Implant Manufacturers

Sivari E., GÜZEL M. S., BOSTANCI G. E., Mishra A.

HEALTHCARE , cilt.10, sa.3, 2022 (SCI-Expanded, SSCI, Scopus)

26. An Effective Medical Image Classification: Transfer Learning Enhanced by Auto Encoder and Classified with SVM

Sevinç Ö., Mehrubeoglu M., Güzel M. S., Askerzade İ.

TRAITEMENT DU SIGNAL , cilt.39, sa.1, ss.125-131, 2022 (SCI-Expanded, Scopus)

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

Ersoy E., BOSTANCI G. E., GÜZEL M. S.

Turkish Journal of Electrical Engineering and Computer Sciences , cilt.30, sa.5, ss.1788-1803, 2022 (SCI-Expanded)

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

Ajabshir V. B., GÜZEL M. S., BOSTANCI G. E.

IEEE ACCESS , cilt.10, ss.35287-35301, 2022 (SCI-Expanded, Scopus)

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

Kayakoku H., GÜZEL M. S., BOSTANCI G. E., Medeni I. T., Mishra D.

COMPLEXITY , cilt.2021, 2021 (SCI-Expanded, Scopus)

30. Analysis of Bragg curve parameters and lateral straggle for proton and carbon beams

Ekinci F., Bostanci G. E., Guzel M., DAGLI Ö.

Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , cilt.63, sa.1, ss.32-41, 2021 (Hakemli Dergi)

31. Geant4 based dosimetry evaluation for gamma knife using different phantom materials

DAGLI Ö., Bostanci G. E., Emmez H., KURT G., Ekinci F., Guzel M.

Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , cilt.63, sa.2, ss.118-126, 2021 (Hakemli Dergi)

32. Proton Therapy for Mandibula Plate Phantom

Senirkentli G. B., Ekinci F., BOSTANCI G. E., GÜZEL M. S., DAĞLI Ö., Karim A. M., et al.

HEALTHCARE , sa.2, 2021 (SCI-Expanded, SSCI, Scopus)

33. Manipulator Detection in Cryptocurrency Markets Based on Forecasting Anomalies

Akba F., Medeni İ. T., Güzel M. S., Askerbeyli İ.

IEEE ACCESS , cilt.9, ss.108819-108831, 2021 (SCI-Expanded, Scopus)

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

Seref B., BOSTANCI G. E., GÜZEL M. S.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.29, sa.1, ss.62-77, 2021 (SCI-Expanded, Scopus, TRDizin)

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

ÖZSARI Ş., GÜZEL M. S., BOSTANCI G. E., AYDIN A.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.29, sa.3, ss.1781-1796, 2021 (SCI-Expanded, Scopus, TRDizin)

36. White Blood Cell Classification Using Genetic Algorithm\u2013Enhanced Deep Convolutional Neural Networks

ASKERBEYLİ İ., GÜZEL M. S., SEVİNÇ Ö., Mehrubeoglu M.

Transactions on Computational Science and Computational Intelligence","Advances in Artificial Intelligence and Applied Cognitive Computing , 2021 (SCI-Expanded)

37. A Novel Framework Using Deep Auto-Encoders Based Linear Model for Data Classification

Karim A. M., Kaya H., GÜZEL M. S., Tolun M. R., Celebi F. V., Mishra A.

SENSORS , cilt.20, sa.21, 2020 (SCI-Expanded, Scopus)

38. A NOVEL DEEP LEARNING BASED ARCHITECTURE FOR FACIAL GESTURE ANALYSIS

Emek Soylu B., Güzel M. S., Askerbeyli İ.

APPLIED AND COMPUTATIONAL MATHEMATICS , cilt.19, sa.3, ss.300-316, 2020 (SCI-Expanded)

39. Security Evaluation of Industry 4.0: Understanding Industry 4.0 on the Basis of Crime, Big Data, Internet of Thing (IoT) and Cyber Physıcal Systems

ATEŞ E. C., BOSTANCI G. E., GÜZEL M. S.

Güvenlik Bilimleri Dergisi , ss.29-50, 2020 (Hakemli Dergi)

40. A NOVEL DEEP LEARNING BASED ARCHITECTURE FOR FACIAL GESTURE ANALYSIS

Soylu B. E., GÜZEL M. S., Askerzade I. N.

APPLIED AND COMPUTATIONAL MATHEMATICS , cilt.19, sa.3, ss.300-316, 2020 (SCI-Expanded, Scopus)

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

Yilmaz A. A., Güzel M. S., Bostancı G. E., Askerbeyli İ.

IEEE ACCESS , cilt.8, ss.100631-100644, 2020 (SCI-Expanded, Scopus)

42. GENERATING TURKISH LYRICS WITH LONG SHORT TERM MEMORY

Erten H., GÜZEL M. S., BOSTANCI G. E.

Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , 2020 (Hakemli Dergi)

43. Big Data, Data Mining, Machine Learning, and Deep Learning Concepts in Crime Data

Ates E. C., Bostanci E., GÜZEL M. S.

JOURNAL OF PENAL LAW AND CRIMINOLOGY-CEZA HUKUKU VE KRIMINOLOJI DERGISI , cilt.8, sa.2, ss.293-319, 2020 (ESCI, TRDizin)

44. MODERN LEARNING TECHNIQUES AND PLANT IMAGE CLASSIFICATION

ÜNAL M., BOSTANCİ E., GÜZEL M. S., AYDIN A.

Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , cilt.62, sa.2, ss.153-163, 2020 (Hakemli Dergi)

45. A COMPARISON OF DEEP LEARNING BASED ARCHITECTURE WITH A CONVENTIONAL APPROACH FOR FACE RECOGNITION PROBLEM

Ünal F. Z., GÜZEL M. S.

Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering , 2019 (Hakemli Dergi)

46. A New View on The Processing of Seismic Data With Artificial Neural Networks

AĞAOĞLU B., Ünal F. Z., GÜZEL M. S., BOSTANCI G. E., ASKERBEYLİ İ.

International Journal of Multidisciplinary Studies and Innovative Technologies , 2019 (Hakemli Dergi)

47. A Novel Framework for Multi-Agent Systems Using a Decentralized Strategy

GÜZEL M. S., Ajabshir V. B., Nattharith P., Gezer E. C., Can S.

ROBOTICA , cilt.37, sa.4, ss.691-707, 2019 (SCI-Expanded, Scopus)

48. Ancient Tablet Indexation Service

Ayas M., Sönmez M. F., BOSTANCI G. E., GÜZEL M. S.

Eurasian Education Literature Journal , sa.UTKM3, 2019 (Hakemli Dergi)

49. A new framework using deep auto-encoder and energy spectral density for medical waveform data classification and processing

Karim A. M., Guzel M. S., TOLUN M. R., Kaya H., Celebi F.

BIOCYBERNETICS AND BIOMEDICAL ENGINEERING , cilt.39, sa.1, ss.148-159, 2019 (SCI-Expanded, Scopus)

50. Forensic Analysis of Amazon Alexa and Google Assistant Built-In Smart Speakers

yıldırım i., BOSTANCI G. E., GÜZEL M. S.

International Journal of Innovation Engineering and Science Research , cilt.3, sa.5, 2019 (Hakemli Dergi)

51. AN EDUCATIONAL SOFTWARE FOR LOW COST MANIPULATORS

GÜZEL M. S., hınıslıoğlu y.

International Journal of Research in Engineering and Technology , cilt.7, sa.3, ss.107-116, 2018 (Hakemli Dergi)

52. A vehicle detection approach using deep learning methodologies

Yılmaz A., Güzel M. S., Bostancı G. E., Askerbeyli İ.

preprint , cilt.1, sa.1, 2018 (Hakemli Dergi)

53. A New Generalized Deep Learning Framework Combining Sparse Autoencoder and Taguchi Method for Novel Data Classification and Processing

Karim A. M., Guzel M. S., TOLUN M. R., Kaya H., Celebi F. V.

MATHEMATICAL PROBLEMS IN ENGINEERING , cilt.2018, 2018 (SCI-Expanded, Scopus)

54. Optimization of potential field parameters using genetic algorithm

GÜZEL M. S., Ajabshir V. B., CAN S., BOSTANCI G. E.

Global Journal of Computer Sciences: Theory and Research , cilt.7, sa.2, ss.58-67, 2017 (Hakemli Dergi)

55. Discovering future of the social trends using social media tools

SEVİNÇ Ö., ASKERBEYLİ İ., GÜZEL M. S.

Global Journal of Computer Sciences: Theory and Research , cilt.7, sa.3, ss.153-159, 2017 (Hakemli Dergi)

56. Çok Yönlü Araç Takibi ve Sayımı Uygulaması

GÜZEL M. S.

Karaelmas Fen ve Mühendislik Dergisi , cilt.7, sa.2, ss.622-626, 2017 (Hakemli Dergi)

57. A Novel Framework for Text Recognition in Street View Images

GÜZEL M. S.

International Journal of Intelligent Systems andApplications in Engineering , cilt.5, sa.3, ss.140-144, 2017 (Hakemli Dergi)

58. Öğretim Kalitesi Değerlendirmesine Yeni Bir Yaklaşım: Bartın Üniversitesi Örneği

BAŞKIR M. B., KÜÇÜKÖNDER H., ÇELİK N., GÜZEL M. S.

Bartın Üniversitesi Eğitim Fakültesi Dergisi , cilt.6, sa.2, ss.468-485, 2017 (Hakemli Dergi)

59. PREDICTING THE FUTURE TRENDS BY MINING THE SOCIAL WEB: A SURVEY

SEVİNÇ Ö., GÜZEL M. S., ASKERBEYLİ İ.

nternational Journal of Research and Reviews in Applied Sciences , cilt.31, sa.2, ss.54-61, 2017 (Hakemli Dergi)

60. An adaptive framework for mobile robot navigation

GÜZEL M. S., Kara M., Beyazkilic M. S.

ADAPTIVE BEHAVIOR , cilt.25, sa.1, ss.30-39, 2017 (SCI-Expanded, SSCI, Scopus)

61. A goal oriented navigation system using vision

GÜZEL M. S., Nattharith P., Duran A. S.

Journal of Telecommunication, Electronic and Computer Engineering , cilt.9, sa.2-3, ss.73-76, 2017 (Scopus)

62. REAL TIME GEOLOCATION TRACKING AND GEOFENCING USING GPRS GPS TECHNOLOGIES WITH SIM908 SHIELD OVER ARDUINO

Meral E., GÜZEL M. S.

Commun.Fac.Sci.Univ.Ank.Series A2-A3 , cilt.58, sa.2, ss.14-27, 2016 (Hakemli Dergi)

63. Machine vision and fuzzy logic-based navigation control of a goal-oriented mobile robot

Nattharith P., GÜZEL M. S.

ADAPTIVE BEHAVIOR , cilt.24, sa.3, ss.168-180, 2016 (SCI-Expanded, SSCI, Scopus)

64. Performance evaluation for feature extractors on street view images

GÜZEL M. S.

IMAGING SCIENCE JOURNAL , cilt.64, sa.1, ss.26-33, 2016 (SCI-Expanded, Scopus)

65. A Hybrid Feature Extractor using Fast Hessian Detector and SIFT

GÜZEL M. S.

TECHNOLOGIES , cilt.3, sa.2, ss.103-110, 2015 (ESCI)

66. Silhouette Extraction from Street View Images

Mutlu B., Haciomeroglu M., GÜZEL M. S., DİKMEN M., Sever H.

INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS , cilt.11, 2014 (SCI-Expanded, Scopus)

67. A robotic software for intelligent applications

GÜZEL M. S., Hınıslıoğlu Y.

Artificial Life and Robotics , cilt.18, sa.1-2, ss.76-82, 2013 (Scopus)

68. A hybrid architecture for vision-based obstacle avoidance

GÜZEL M. S., Zakaria W.

Advances in Mechanical Engineering , cilt.2013, 2013 (SCI-Expanded)

69. Autonomous vehicle navigation using vision and mapless strategies: A survey

GÜZEL M. S.

Advances in Mechanical Engineering , cilt.2013, 2013 (SCI-Expanded)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 65

1. Genetic Algorithms-Based Spot Size Optimization for a Synchrotron Beamline Comprising of Focusing Lenses and KB-Mirrors

CANBAY A. C., KETENOĞLU D., Harder M., KETENOĞLU B., BOSTANCI G. E., Karaca A. S., et al.

14th International Conference on Innovations in Bio-Inspired Computing and Applications and 13th World Congress on Information and Communication Technologies, IBICA-WICT 2023, Kochi, Hindistan, 14 - 15 Aralık 2023, cilt.1230 LNNS, ss.26-36, (Tam Metin Bildiri)

2. Development of a Simulator for UAV Swarm Operation Planning using Evolutionary Algorithms

Aydın M., Bostancı G. E., Güzel M. S., Açıcı K.

SETSCI-Conference Proceedings, Ankara, Türkiye, 29 - 30 Aralık 2023, ss.13-17, (Tam Metin Bildiri)

3. Development of a Simulator for UAV Swarm Operation Planning using Evolutionary Algorithms

Aydın M., Bostancı G. E., Güzel M. S., Açıcı K.

Cognitive Models and Artificial Intelligence Conference, Ankara, Türkiye, 26 - 28 Ekim 2023, cilt.6, ss.13-17, (Tam Metin Bildiri)

4. Open-mouth temporomandibular joint disorder diagnosis with deep learning

ÖZSARI Ş., GÜZEL M. S., KAMBUROĞLU K.

5th International Conference on Problems of Cybernetics and Informatics (PCI 2023), 28 - 30 Ağustos 2023, (Tam Metin Bildiri)

5. A New Approach for Human Body Orientation Detection Using Camera Footage

Kartal A., Shahbazi N., Sezer E., Güzel M. S.

8th International Conference on Computer Science and Engineering, UBMK 2023, Burdur, Türkiye, 13 - 15 Eylül 2023, ss.46-50, (Tam Metin Bildiri)

6. Quality estimation of wine data using improved crow search algorithm based fuzzy neural network

Ali Z., ASKERBEYLİ İ., GÜZEL M. S.

8th World Conference on Soft Computing , SConSC-2022, Baku, Azerbaycan, 3 - 05 Şubat 2022, (Tam Metin Bildiri)

7. INTRUSION DETECTION OF INTERNET NETWORKS THROUGH DECISION TREE CLASSIFICATION

Salati M., Askerbeyli İ., Güzel M. S., Bostancı G. E.

8th International Conference on Control and Optimization with industrial application, Baku, Azerbaycan, 24 - 26 Ağustos 2022, cilt.1, ss.384-386, (Tam Metin Bildiri)

8. A New Algorithm For The Initial Feasible Solutions Of Fixed Charge Transportation Problem

Kartli N., BOSTANCI G. E., GÜZEL M. S.

7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Türkiye, 14 - 16 Eylül 2022, ss.82-85, (Tam Metin Bildiri)

9. Mobile Robot Navigation with Swarm Intelligence using a Decentralized Strategy

GÜZEL M. S., Bostanci E., Mishra A.

IEEE/SICE International Symposium on System Integration (SII), ELECTR NETWORK, 9 - 12 Ocak 2022, ss.838-843, (Tam Metin Bildiri)

10. A new tour planning approach using metahueristic algorithms for Irans provinces

ASKERBEYLİ İ., GÜZEL M. S., Salati M.

The 7th International Conference on Control and Optimization with Industrial Applications, Baku, Azerbaycan, 26 - 28 Ağustos 2020, ss.356-358, (Tam Metin Bildiri)

11. Assessment of Iterative Semi-Supervised Feature Selection Learning for Sentiment Analyses:Digital Currency Markets

Akba F., MEDENİ İ. T., GÜZEL M. S., ASKERBEYLİ İ.

14th IEEE International Conference on Semantic Computing (ICSC), California, Amerika Birleşik Devletleri, 3 - 05 Şubat 2020, ss.459-463, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

12. A NEW TOUR PLANNING APPROACH USING METAHEURISTIC ALGORITHMS FOR IRANS PROVINCES

Salati M., Askerzade İ., GÜZEL M. S.

7th International Conference on Control and Optimization with Industrial Applications (COIA), ELECTR NETWORK, 26 - 28 Ağustos 2020, ss.356-358, (Tam Metin Bildiri)

13. An Introduction to Zero-Shot Learning: An Essential Review

Soysal O. A., GÜZEL M. S.

2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Türkiye, 26 - 27 Haziran 2020, ss.510-513, (Tam Metin Bildiri)

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

Soylu K., GÜZEL M. S., Soylu B., BOSTANCI G. E.

28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 Ekim 2020, (Tam Metin Bildiri)

15. Main Agricultural Crop Classification Using SVM in Harran Plane

Taş T., Şimşek F. E., BAYRAMİN İ., GÜZEL M. S., BOSTANCI G. E.

ICTACSE 2019, 11 Ekim 2019, (Tam Metin Bildiri)

16. Network Anomaly Detection System using Genetic Algorithm, Feature Selection and Classification

Uysal E. I., Demircioglu G., Kale G., BOSTANCI G. E., GÜZEL M. S., Mohammed S. N.

3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019, Ankara, Türkiye, 11 - 13 Ekim 2019, (Tam Metin Bildiri)

17. Understanding Industry 4.0 on the Basis of Security, IoT (Internet Of Thing) And Big Data: Evaluation Of Possible Crimes And Remedies

ATEŞ E. C., BOSTANCI G. E., GÜZEL M. S.

International Security Congress (Theory, Method, Practice), Ankara, Türkiye, 19 - 20 Eylül 2019, ss.39-41, (Özet Bildiri) Sürdürülebilir Kalkınma

18. Data Mining on Twitter: Sample Analysis of Tweets Related to Cyberbullying

ATEŞ E. C., BOSTANCI G. E., GÜZEL M. S.

International Security Congress (Theory, Method, Practice), Ankara, Türkiye, 19 - 20 Eylül 2019, ss.195-197, (Özet Bildiri)

19. A New View on The Processing of Seismic Data With Artificial Neural Networks

Ağaoglu B., Ünal Z., GÜZEL M. S., BOSTANCI G. E., ASKERBEYLİ İ.

International Conference HORA, 5 - 07 Temmuz 2019, (Tam Metin Bildiri)

20. Comparison of Kalman filters and LSTM networks for error reduction problem

ÖZDEMİR Z., GÜZEL M. S.

3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019, Ankara, Türkiye, 11 - 13 Ekim 2019, (Tam Metin Bildiri)

21. Surveillance and Reconnaissance Using a Swarm of Unmanned Aerial Vehicles

aydın m., BOSTANCI G. E., GÜZEL M. S.

International Security Congress, 19 - 20 Eylül 2019, (Özet Bildiri)

22. A Fuzzy Rule Based Visual Criminal Tracking System for Drones

çetinkaya o. t., sandal s., BOSTANCI G. E., GÜZEL M. S., Kanwal N.

4 th International Conference on Computer Science and Engineering, 11 - 13 Eylül 2019, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

23. An IOT based Mobile Radar System

Aydoğan E., BOSTANCI G. E., GÜZEL M. S., AYDIN A.

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2019), 26 - 28 Nisan 2019, (Tam Metin Bildiri)

24. 3D Scene Reconstruction using a Swarm of Drones

aydın m., BOSTANCI G. E., GÜZEL M. S.

International Conference on Advanced Technologies, Computer Engineering and Science, 26 - 28 Nisan 2019, (Tam Metin Bildiri)

25. A Fuzzy Rule Based Visual Human Tracking System for Drones

Cetinkaya O. T., Sandal S., BOSTANCI G. E., GÜZEL M. S., OSMANOĞLU M., Kanwal N.

4th International Conference on Computer Science and Engineering (UBMK), Samsun, Türkiye, 11 - 15 Eylül 2019, ss.274-279, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

26. Comparison of Region Filling Algorithms Using Texture Synthesis Methodologies

Yilmaz A. A., GÜZEL M. S., Askerzade İ., BOSTANCI G. E.

6th International Conference on Electrical and Electronics Engineering (ICEEE), İstanbul, Türkiye, 16 - 17 Nisan 2019, ss.340-343, (Tam Metin Bildiri)

27. Desktop Artillery Simulation Using Augmented Reality

Yavuz M. U., Sayar R., Yilmaz B., BOSTANCI G. E., GÜZEL M. S., Yilmaz A. A.

6th International Conference on Electrical and Electronics Engineering (ICEEE), İstanbul, Türkiye, 16 - 17 Nisan 2019, ss.79-85, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

28. Forensic Analysis with Anti-Forensic Case Studies on Amazon Alexa and Google Assistant Build-In Smart Home Speakers

Yildirim I., BOSTANCI G. E., GÜZEL M. S.

4th International Conference on Computer Science and Engineering (UBMK), Samsun, Türkiye, 11 - 15 Eylül 2019, ss.271-273, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

29. Optimization of medium voltage load break switchgear using multiple objective evolutionary algorithms

Ates H., BOSTANCI G. E., GÜZEL M. S.

3rd International Conference on Applied Automation and Industrial Diagnostics (ICAAID), Elazığ, Türkiye, 25 - 27 Eylül 2019, (Tam Metin Bildiri)

30. Anomally Based DDOSS Attack Detection and Prevention with Machine Learning

dinçalp u., GÜZEL M. S., BOSTANCI G. E., SEVİNÇ Ö.

ISMSIT 2018, 19 - 21 Ekim 2018, (Tam Metin Bildiri)

31. Evolutionary Fuzzy Adaptive Motion Models for User Tracking in Augmented Reality Applications

AR Y., ÜNAL M., YİĞİT S., BOSTANCI G. E., Kanwal N., GÜZEL M. S.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2018, Kizilcahamam, Ankara, Türkiye, 19 - 21 Ekim 2018, (Tam Metin Bildiri)

32. Geo-location Based Augmented Reality Application for Cultural Heritage Using Drones

ÜNAL M., BOSTANCI G. E., SERTALP E., GÜZEL M. S., Kanwal N.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2018, Kizilcahamam, Ankara, Türkiye, 19 - 21 Ekim 2018, (Tam Metin Bildiri)

33. Evolutionary Fuzzy Adaptive Motion Models for User Tracking in Augmented Reality Applications

AR Y., ÜNAL M., Sert S. Y., BOSTANCI G. E., Kanwal N., GÜZEL M. S.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2018, Kizilcahamam, Ankara, Türkiye, 19 - 21 Ekim 2018, (Tam Metin Bildiri)

34. Social Media Analyze with SVM Classifier and PCA

SEVİNÇ Ö., GÜZEL M. S., ASKERBEYLİ İ., BOSTANCI G. E.

TMMOB Elektrik Mühendisleri Odası, Türkiye, 30 Kasım - 01 Aralık 2018, (Tam Metin Bildiri)

35. A Decentralized Strategy for Autonomous Swarm Robots

GÜZEL M. S.

International Conference on Theoretical and Applied Computer Science and Engineering, 23 - 24 Kasım 2018, (Özet Bildiri)

36. A Vehicle Detecti onApproach Using Deep Learning Methodologies

ASKERBEYLİ İ., GÜZEL M. S., BOSTANCI G. E., Yılmaz A. A.

II. International Conference on theoretical and applied computer science and engineering, Ankara, Türkiye, 23 - 24 Kasım 2018, ss.64-70, (Tam Metin Bildiri)

37. Comparison of the AlexNet based Face Recognition System with the State of the Art Methods

ASKERBEYLİ İ., GÜZEL M. S., BOSTANCI G. E., unal m., unal f. z., Nattharith P.

II. International Conference on theoretical and Applied Computer Science and Engineering, Ankara, Türkiye, 23 - 24 Kasım 2018, ss.2023, (Tam Metin Bildiri)

38. Detection of Light Sleep Periods Using an AccelerometerBased Alarm System

Turkyilmaz E., Akgül A., BOSTANCI G. E., GÜZEL M. S.

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES’18), 11 - 13 Mayıs 2018, (Tam Metin Bildiri)

39. Live Target Detection with Deep Learning NeuralNetwork and Unmanned Aerial Vehicle on AndroidMobile Device

Anar A. C., BOSTANCI G. E., GÜZEL M. S.

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES’18), 11 - 13 Mayıs 2018, (Tam Metin Bildiri)

40. Field-angular dependence of the critical current density in LiFeAs in two-band Ginzburg-Landau theory

ASKERBEYLİ İ., GÜZEL M. S.

6th International Conference on Superconductivity and Magnetism, Antalya, Türkiye, 29 Nisan - 04 Mayıs 2018, (Tam Metin Bildiri)

41. Cybercrimes Against Children in Turkey

Ates E. C., BOSTANCI G. E., GÜZEL M. S.

6th International Symposium on Digital Forensic and Security (ISDFS), Antalya, Türkiye, 22 - 25 Mart 2018, ss.324-329, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

42. Geo-location Based Augmented Reality Application For Cultural Heritage Using Drones

ÜNAL M., Bostanci E., SERTALP E., GÜZEL M. S., Kanwal N.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Kizilcahamam, Türkiye, 19 - 21 Ekim 2018, ss.399-402, (Tam Metin Bildiri)

43. Anomaly Based Distributed Denial of Service Attack Detection and Prevention with Machine Learning

Dincalp U., GÜZEL M. S., SEVİNÇ Ö., BOSTANCI G. E., Askerzade İ.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Kizilcahamam, Türkiye, 19 - 21 Ekim 2018, ss.600-603, (Tam Metin Bildiri)

44. Evolutionary Fuzzy Adaptive Motion Models for User Tracking in Augmented Reality Applications

Ar Y., Ünal M., Yiğit Sert S., Bostanci E., Kanwal N., Güzel M. S.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Kizilcahamam, Türkiye, 19 - 21 Ekim 2018, ss.409-414, (Tam Metin Bildiri)

45. A NEW DEEP LEARNING BASED SYSTEM FOR FACIAL GESTURE ANALYSIS

Soylu B. E., GÜZEL M. S., Askerzade İ.

6th International Conference on Control and Optimization with Industrial Applications (COIA), Baku, Azerbaycan, 11 - 13 Temmuz 2018, ss.361-363, (Tam Metin Bildiri)

46. Custom RFID Location Simulator

Yilmaz H., Nacar O., Sezgin O., BOSTANCI G. E., GÜZEL M. S., Sevinc O.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Kizilcahamam, Türkiye, 19 - 21 Ekim 2018, ss.527-533, (Tam Metin Bildiri)

47. Comparison of Genetic Algorithm and PSO Method for Optimization of Potential Fields Parameters

AJABSHIR V. B., CAN S., GÜZEL M. S., BOSTANCI G. E., ASKERBEYLİ İ.

International Conference on Theoretical and Applied Computer Science and Engineering (ICTACSE, 2017), Ankara, Türkiye, 10 Kasım - 11 Aralık 2017, (Özet Bildiri)

48. Optimization of potential field parameters using genetic algorithm

Ajabshir V. B., GÜZEL M. S., Can S., BOSTANCI G. E.

4th World Conference on Computer Engineering, 28 - 30 Ağustos 2017, (Tam Metin Bildiri)

49. DISCOVERING FUTURE TRENDS OVER SOCIAL MEDIA USING SVM CLASSIFIER

SEVİNÇ Ö., ASKERBEYLİ İ., GÜZEL M. S.

ICTACSE 2017, Ankara, Türkiye, 10 - 11 Kasım 2017, (Özet Bildiri)

50. A Fuzzy Brute Force Matching Method for Binary Image Features

BOSTANCI G. E., Kanwal N., Bostancı B., GÜZEL M. S.

International Conference on Theoretical and Applied Computer Science and Engineering (ICTACSE), 10 - 11 Kasım 2017, (Özet Bildiri)

51. Pedestrian detection studies using picture telescope approach

Yılmaz A. A., GÜZEL M. S., ASKERBEYLİ İ.

International Conference on Theoretical and Applied Computer Sciences and Engineering, 10 - 11 Kasım 2017, (Özet Bildiri)

52. Comparision ogf Genetic Algorithm and PSO method for optimization of potentiai field parameters

Ajabshir V., Can S., GÜZEL M. S., BOSTANCI G. E., ASKERBEYLİ İ.

International Conference on Theoretical and Applied Computer Science and Ingineering, 10 - 11 Kasım 2017, (Özet Bildiri)

53. Finding Minimum Area Ellipse for Data Points using a Genetic Algorithm

BOSTANCI G. E., Kanwal N., Bostancı B., GÜZEL M. S.

15th International Geometry Symposium, 3 - 06 Temmuz 2017, (Özet Bildiri)

54. Discovering the future of the social trends bu using social media tools

SEVİNÇ Ö., GÜZEL M. S., ASKERBEYLİ İ.

Comeng 2017 İstanbul, İstanbul, Türkiye, 28 - 30 Ağustos 2017, (Özet Bildiri)

55. A Mobile Robot Navigation System Using a Map-Building Based Approach

GÜZEL M. S., Can S., Erdem H., Şentürk B., BOSTANCI G. E.

International Conference on Science, Engineering and Technology, 22 - 23 Haziran 2017, (Tam Metin Bildiri)

56. Genetic Algorithm Based Floor Planning System

Özlem D., BOSTANCI G. E., GÜZEL M. S.

International Conference on Advances and Innovations in Engineering, 10 - 12 Mayıs 2017, ss.924-928, (Tam Metin Bildiri)

57. A Collective Behaviour Framework for Multi-agent Systems

GÜZEL M. S., Kayakoku H.

2nd International Conference on Mechatronics and Robotics Engineering (ICMRE), Nice, Fransa, 18 - 22 Şubat 2016, ss.61-71, (Tam Metin Bildiri)

58. An Adaptive Pattern Formation Approach for Swarm Robots

GÜZEL M. S., Gezer E. C., Ajabshir V. B., BOSTANCI G. E.

4th International Conference on Electrical and Electronic Engineering (ICEEE), Ankara, Türkiye, 8 - 10 Nisan 2017, ss.194-198, (Tam Metin Bildiri)

59. A Robotic Simulator Tool for Mobile Robots

GÜZEL M. S., Kayakökü H., Babaei V.

4th International Symposium on Innovative Technologies in Engineering and Science, Alanya/ Antalya, 3 - 05 Kasım 2016, (Tam Metin Bildiri)

60. A Multi Agent Robot Coordination Framework for Goal based Navigation Problem

GÜZEL M. S., ibrahim baran ç.

Second Intl. Conf. on Advances in Information Processing and Communication Technology - IPCT 2015, 18 - 19 Nisan 2015, ss.89-93, (Tam Metin Bildiri)

61. A New Technique for Distance Estimation using SIFT for mobile robots

GÜZEL M. S., Nattharith P.

iEECON2014, 14 - 16 Mart 2014, (Tam Metin Bildiri)

62. New Technique for Distance Estimation using SIFT for mobile robots

GÜZEL M. S., Nattharith P.

International Electrical Engineering Congress (iEECON), Tayland, 19 - 21 Mart 2014, (Tam Metin Bildiri)

63. An indoor mobile robot development: A low-cost platform for robotics research

Nattharith P., GÜZEL M. S.

International Electrical Engineering Congress (iEECON), Tayland, 19 - 21 Mart 2014, (Tam Metin Bildiri)

64. A visual tool for kinematics analyses of Lynx-6 robot arms together with dynamic modeling of DC motors at robot joints

Koyuncu B., GÜZEL M. S.

2008 International Conference on Automation, Robotics and Control Systems, ARCS 2008, Orlando, FL, Amerika Birleşik Devletleri, 7 - 10 Temmuz 2008, ss.145-150, (Tam Metin Bildiri)

65. Software analysis of Lynx 6 robot arm

Koyuncu B., GÜZEL M. S.

2008 International Conference on Automation, Robotics and Control Systems, ARCS 2008, Orlando, FL, Amerika Birleşik Devletleri, 7 - 10 Temmuz 2008, ss.1-8, (Tam Metin Bildiri)

Kitaplar 8

1. Evaluation of Open Source, Open Data Sharing, and Data Anonymization Concepts in the Development of the Metaverse

Ateş C., Bostancı E., Güzel M. S.

Metaverse: Technologies, Opportunities and Threats, fatih esen, Editör, Springer, London/Berlin , Ankara, ss.83-98, 2023

2. Quality Estimation of Wine Data Using Improved Crow Search Algorithm Based Fuzzy Neural Networks Classifier

Ali Z., Askerbeyli İ., Güzel M. S.

Recent Developments and the New Directions of Research, Foundations, and Applications, Shahnaz N. Shahbazova,Ali M. Abbasov,Vladik Kreinovich,Janusz Kacprzyk,Ildar Z. Batyrsh, Editör, Springer, London/Berlin , Basel, ss.317-328, 2023

3. Geant-4 Monte Carlo Simülasyon Kodu Kullanılarak Farklı Embolizasyon Malzemelerinin Gamma Knife Arteriyovenöz Malformasyon Doz Dağılımları Üzerindeki Etkisinin İstatistiksel Analizi

DAĞLI Ö., BOSTANCI G. E., EMMEZ Ö. H., EKİNCİ F., BÖRCEK A. Ö., ÇELTİKÇİ E., et al.

INSAC Contemporary Trends in Human and Health Sciences Research, Prof. Dr. Ali Bilgili, Editör, Duvar Yayınları, Ankara, ss.375-383, 2022

4. Analysis of Interpolation-Based Image In-Painting Approaches

Zor M., Bostancı G. E., Güzel M. S., Karataş E.

Advanced Sensing in Image Processing and IoT, Rashmi Gupta, Arun Kumar Rana, Sachin Dhawan, Korhan Cengiz, Editör, CRC, New York , Florida, ss.153-170, 2022

5. Metaverse Evreninin Gelişiminde Açık Kaynak, Açık Veri Paylaşımı ve Veri Anonimleştirme Kavramlarının Değerlendirilmesi

ATEŞ E. C., BOSTANCI G. E., GÜZEL M. S.

Metaverse: Geleceğin Dünyalarını İnşa Edecek Teknolojiler, Fırsatlar ve Tehditler, Esen Fatih Sinan, Editör, Nobel, Ankara, ss.111-129, 2022

Metrikler

Yayın

174

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Yayın (Scopus)

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494

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711

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1505

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