Prof. Dr. ZEYNEP ORMAN

Yayın Ağı

Makaleler 55

1. Design and Development of a Hybrid Evolutionary Method with a Special Selection Artificial Immune System for Stroke Prediction: A Balancing Approach

Çelikbaş Ş., Orman Z., Akgündoğdu A.

COMPUTING AND INFORMATICS , cilt.44, sa.5, ss.1002-1022, 2025 (SCI-Expanded, Scopus)

2. Enhancing EMG Signals for Amputee People with Deep Neural Network and Optimization Algorithms

Özer Ç., Orman Z.

MAS Journal of Applied Sciences , cilt.10, sa.1, ss.141-160, 2025 (Hakemli Dergi)

3. Identification of Non-Traumatic Vertebral Compression Fractures in CT Images Using a Hybrid Deep Learning Model Combining DenseNet and GAN

Türkmen M., Orman Z.

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi , cilt.30, sa.2, ss.339-354, 2025 (Hakemli Dergi)

4. Hyperspectral Image Classification using a Hybrid RNN-CNN with Enhanced Attention Mechanisms

Gündüz A., Orman Z.

Journal of the Indian Society of Remote Sensing , cilt.53, ss.613-629, 2025 (SCI-Expanded)

5. A heuristic-based hybrid sampling method using a combination of SMOTE and ENN for imbalanced health data

Nizam Özoğur H., Orman Z.

EXPERT SYSTEMS , cilt.41, ss.1-22, 2024 (SCI-Expanded)

6. Vertebral Bone Segmentation and Detection of Non-Traumatic Vertebral Compression Fractures with CNN from Computed Tomography Images

Turkmen M., ORMAN Z., HAMİD R., ARSLAN S., KIZILKILIÇ O.

TRAITEMENT DU SIGNAL , sa.4, ss.2123-2133, 2024 (SCI-Expanded, Scopus)

7. Dengesiz Veri Kümelerinde İnme Tahmini İçin Özel Seçilimli Hibrit Dengeleme Yöntemi Tasarımı ve Uygulaması

Çelikbaş Ş., Orman Z., Aksoy T., Yılmaz Baysoy D.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , cilt.12, sa.3, ss.1723-1738, 2024 (Hakemli Dergi)

8. Evrişimli Sinir Ağı ile Uzaktan Algılamada Hiperspektral Görüntülerin Sınıflandırılması

Gündüz A., Orman Z.

Türk Uzaktan Algılama ve CBS Dergisi , cilt.5, sa.1, ss.28-40, 2024 (TRDizin)

9. A Novel Regression Test Selection Method with Graph-Based Genetic Algorithm

Özkan R., Orman Z., Şamlı R.

İleri Mühendislik Çalışmaları ve Teknolojileri Dergisi , cilt.4, sa.1, ss.1-12, 2023 (Hakemli Dergi)

10. Optimisation of Voyage Speed using Genetic Algorithm Approach

Taşpınar T., Orman Z.

TRANSACTIONS OF THE ROYAL INSTITUTION OF NAVAL ARCHITECTS PART A: INTERNATIONAL JOURNAL OF MARITIME ENGINEERING , cilt.165, sa.A1, ss.89-102, 2023 (SCI-Expanded, Scopus)

11. Web Tabanlı Otomatik Test Araçları Üzerinde Geniş Bir Araştırma

Şamlı R., Orman Z.

İleri Mühendislik Çalışmaları ve Teknolojileri Dergisi , cilt.4, sa.1, ss.1-20, 2023 (Hakemli Dergi)

12. Elektrik Güç Dağıtımında Akıllı Sayaç Verileri için Anomali Tespiti ve Tahminleme

Yarat S., Orman Z.

Bilgisayar Bilimleri ve Teknolojileri Dergisi , cilt.3, sa.2, ss.72-85, 2023 (Hakemli Dergi) Sürdürülebilir Kalkınma

13. Genetik Algoritmalar ile Deniz Taşımacılığında Hız Optimizasyonu

Taşpınar T., Orman Z.

İleri Mühendislik Çalışmaları ve Teknolojileri Dergisi , cilt.3, sa.2, ss.82-97, 2023 (Hakemli Dergi)

14. A Faster Dynamic Convergency Approach for Self-Organizing Maps

Jamil A., Hameed A. A., Orman Z.

COMPLEX & INTELLIGENT SYSTEMS , cilt.9, ss.677-696, 2023 (SCI-Expanded, Scopus)

15. Sağlık Verilerinin Analizinde Veri Ön işleme Adımlarının Makine Öğrenmesi Yöntemlerinin Performansına Etkisi

Nizam Özoğur H., Orman Z.

Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi , cilt.1, ss.1-15, 2023 (Hakemli Dergi)

16. Comparison of Different Heuristics Integrated with Neural Networks: A Case Study for Earthquake Damage Estimation

Varol Malkoçoğlu A. B., Orman Z., Şamlı R.

Acta Infologica , cilt.6, sa.2, ss.265-281, 2022 (TRDizin)

17. Öznitelik Seçiminde Genetik Algoritma Kullanılarak Kur’an-ı Kerim Ayetlerinin Otomatik Sınıflandırılması

Mert F., Aydın M. A., Orman Z.

El-Cezeri Journal of Science and Engineering , cilt.9, sa.4, ss.1484-1494, 2022 (TRDizin)

18. Öznitelik Seçiminde Genetik Algoritma Kullanılarak Kur’an-ı Kerim Ayetlerinin Otomatik Sınıflandırılması

Mert F., Aydın M. A., Orman Z.

El-Cezeri Journal of Science and Engineering , cilt.9, sa.4, ss.1484-1494, 2022 (Hakemli Dergi)

19. A Long Short-Term Memory (LSTM)-Based Distributed Denial of Service (DDoS) Detection and Defense System Design in Public Cloud Network Environment

Aydın H., Orman Z., Aydın M. A.

COMPUTERS & SECURITY , cilt.118, ss.1-14, 2022 (SCI-Expanded, Scopus)

20. Finansal Verilere İlişkin Tahminleri Açıklamaya Yönelik Yeni bir Model-Agnostik Yöntem ve Uygulaması

Öztoprak S., Orman Z.

Avrupa Bilim ve Teknoloji Dergisi , cilt.1, ss.1-8, 2022 (Hakemli Dergi)

21. Akan Verinin Makine Öğrenme Algoritmaları Kullanılarak Ölçeklenmesi

Aykurt Ö., Orman Z.

Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi , sa.Kabul Edildi, ss.1-14, 2022 (Hakemli Dergi)

22. Deep Learning and Internet of Things (IoT) Based Monitoring System for Miners

Saray Çetinkaya T., Senan S., Orman Z.

JOURNAL OF MINING SCIENCE , cilt.58, sa.2, ss.165-177, 2022 (SCI-Expanded, Scopus)

23. Makine Öğrenmesine Dayalı Mobil İngilizce Öğrenme Uygulaması

Güngör E., Ak S., Orman Z.

Bilgisayar Bilimleri ve Teknolojileri Dergisi , cilt.1, sa.2, ss.58-65, 2021 (Hakemli Dergi)

24. LSTM Derin Öğrenme Yaklaşımı ile Covid-19 Pandemi Sürecinde Twitter Verilerinden Duygu Analizi

Yılmaz M. C., Orman Z.

Acta Infologica , cilt.5, sa.2, ss.1-15, 2021 (TRDizin) Sürdürülebilir Kalkınma

25. A New Segmentation Framework for Arabic Handwritten Text Using Machine Learning Techniques

Saleem S. I., Abdulazeez A. M., Orman Z.

Cmc-Computers Materials & Continua , cilt.68, sa.2, ss.2727-2754, 2021 (SCI-Expanded, Scopus)

26. A NOVEL LYAPUNOV FUNCTIONAL WITH APPLICATION TO STABILITY ANALYSIS OF NEUTRAL SYSTEMS WITH NONLINEAR DISTURBANCES

Senan S., Yucel E., Orman Z., Samli R., Arik S.

DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES S , cilt.14, sa.4, ss.1415-1428, 2021 (SCI-Expanded, Scopus)

27. Rule Generation Based on Modified Cuttlefish Algorithm for Intrusion Detection System

Eesa A. S., Sadiq S., Hassan M., Orman Z.

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi , cilt.26, sa.1, ss.253-268, 2021 (TRDizin)

28. Blood glucose level prediction for diabetes based on modified fuzzy time series and particle swarm optimization

Nizam Ozogur H., Ozogur G., ORMAN Z.

COMPUTATIONAL INTELLIGENCE , cilt.37, sa.1, ss.155-175, 2021 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

29. Leader-Following Consensus of Non-linear Multi-agent Systems with Interval Time-Varying Delay via Impulsive Control

Ali M. S., Agalya R., Orman Z., Arık S.

NEURAL PROCESSING LETTERS , cilt.53, sa.1, ss.69-83, 2021 (SCI-Expanded, Scopus)

30. A Survey on Image Super-Resolution with Generative Adversarial Networks

Hüsem H., Orman Z.

Acta Infologica , cilt.4, sa.2, ss.139-154, 2020 (TRDizin)

31. Akan Veri İşleyen Dağıtık Sistemlerde Gecikme Duyarlı Dinamik Ölçekleme İçin Bir Sistem Tasarımı

Orman Z., Kavi M.

İleri Mühendislik Çalışmaları ve Teknolojileri Dergisi , cilt.1, sa.1, ss.1-12, 2020 (Hakemli Dergi) Sürdürülebilir Kalkınma

32. Baby Face Generation with Generative Adversarial Neural Networks: A Case Study

Ortaç G., Doğan Z., Orman Z., Şamlı R.

Acta Infologica , cilt.4, sa.1, ss.1-9, 2020 (TRDizin)

33. Investigating the Effectiveness of Adaptive Step Size LMS Algorithms for the Use with VOIP Applications

Hameed A. A., Ajlounı N. M. M., Orman Z., Özyavaş A.

Electrica , cilt.20, sa.2, ss.116-123, 2020 (ESCI, Scopus, TRDizin)

34. A new clustering method based on the bio-inspired cuttlefish optimization algorithm

Eesa A. S., ORMAN Z.

EXPERT SYSTEMS , cilt.37, sa.2, 2020 (SCI-Expanded, Scopus)

35. Saldırı Tespiti için Ateş Böceği Algoritması Tabanlı Özellik Seçim Yöntemi ve Yapay Bağışıklık Sistemi

Günay M., Orman Z.

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi , cilt.25, sa.1, ss.269-287, 2020 (TRDizin)

36. Common Generative Adversarial Network Types and Practical Applications

Barışkan M. A., Orman Z., Şamlı R.

Avrupa Bilim ve Teknoloji Dergisi , sa.1, ss.585-590, 2020 (TRDizin)

37. Finite Time Stability Analysis of Fractional-Order Complex-Valued Memristive Neural Networks with Proportional Delays

Ali M. S., Narayanan G., Orman Z., Shekher V., Arik S.

NEURAL PROCESSING LETTERS , cilt.51, sa.1, ss.407-426, 2020 (SCI-Expanded, Scopus)

38. Some generalized global stability criteria for delayed Cohen-Grossberg neural networks of neutral-type

Şamlı R., Senan S., Yücel Demirel E., Orman Z.

NEURAL NETWORKS , cilt.116, ss.198-207, 2019 (SCI-Expanded, Scopus)

39. Improved result on state estimation for complex dynamical networks with time varying delays and stochastic sampling via sampled-data control

ALI M. S., USHA M., Orman Z., Arik S.

NEURAL NETWORKS , cilt.114, ss.28-37, 2019 (SCI-Expanded, Scopus)

40. Investigation of Artificial Intelligence Based Optimization Algorithms

Okul Ş., AKSU D., ORMAN Z.

İstanbul Sabahattin Zaim Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.1, ss.11-16, 2019 (Hakemli Dergi)

41. An improved stability result for delayed Takagi-Sugeno fuzzy Cohen-Grossberg neural networks

ORMAN Z.

NEURAL NETWORKS , cilt.108, ss.445-451, 2018 (SCI-Expanded, Scopus)

42. DIDS BASED ON THE COMBINATION OF CUTTLEFISH ALGORITHM AND DECISION TREE

Eesa A. S., Brifcani A. M. A., ORMAN Z.

Science Journal of University of Zakho , cilt.5, ss.313-318, 2017 (Hakemli Dergi)

43. A novel feature-selection approach based on the cuttlefish optimization algorithm for intrusion detection systems

Eesa A. S., Orman Z., BRIFCANI A. M. A.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.42, sa.5, ss.2670-2679, 2015 (SCI-Expanded, Scopus)

44. A new feature selection model based on ID3 and bees algorithm for intrusion detection system

Eesa A. S., Orman Z., Brifcani A. M. A.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.23, sa.2, ss.615-622, 2015 (SCI-Expanded, Scopus, TRDizin)

45. Cuttlefish Algorithm - A Novel Bio-Inspired Optimization Algorithm

Eesa A. S., ORMAN Z., Brifcani A. M.

International Journal of Scientific & Engineering Research , cilt.4, sa.9, ss.1978-1986, 2013 (Scopus)

46. An Analysis of Stability of a Class of Neutral-Type Neural Networks with Discrete Time Delays

Orman Z., Arik S.

ABSTRACT AND APPLIED ANALYSIS , 2013 (SCI-Expanded, Scopus)

47. New sufficient conditions for global stability of neutral-type neural networks with time delays

Orman Z.

NEUROCOMPUTING , cilt.97, ss.141-148, 2012 (SCI-Expanded, Scopus)

48. A Tree Based Data Aggregation Scheme for Wireless Sensor Networks Using GA

Norouzi A., Babamir F. S., ORMAN Z.

Wireless Sensor Network , cilt.4, sa.8, ss.191-196, 2012 (Hakemli Dergi)

49. Feature extraction of objects in moving images and implementation of the purification algorithm on the CNN Universal Machine

ARSLAN E., ORMAN Z., ARIK S.

International Journal of Circuits, Systems and Signal Processing , cilt.5, sa.5, ss.488-495, 2011 (Scopus)

50. Implementation of a Path Detection Algorithm for Moving Images on a CNN Universal Machine

Arslan E., Orman Z., Arık S.

Istanbul University Journal of Electrical and Electronics Engineering , cilt.10, sa.2, ss.1235-1241, 2011 (Hakemli Dergi)

51. A Study on Face, Eye Detection and Gaze Estimation

ORMAN Z., Battal A., Kemer E.

International Journal of Computer Science and Engineering Survey , cilt.2, sa.3, ss.29-46, 2011 (Hakemli Dergi)

52. New results for global stability of Cohen-Grossberg neural networks with multiple time delays

Orman Z., Arik S.

NEUROCOMPUTING , cilt.71, ss.3053-3063, 2008 (SCI-Expanded, Scopus)

53. An analysis of global stability of Cohen-Grossberg neural networks with multiple time delays

ORMAN Z., ARIK S.

International Journal of Information and Mathematical Sciences , cilt.4, ss.247-251, 2008 (Hakemli Dergi)

54. New results for global stability of Cohen-Grossberg neural networks with discrete time delays

Orman Z., Arik S.

NEURAL INFORMATION PROCESSING, PT 1, PROCEEDINGS , cilt.4232, ss.570-579, 2006 (SCI-Expanded, Scopus)

55. Global stability analysis of Cohen-Grossberg neural networks with time varying delays

Arik S., ORMAN Z.

PHYSICS LETTERS A , cilt.341, ss.410-421, 2005 (SCI-Expanded, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 35

1. Enhancing Hyperspectral Image Classification with Bayesian for CNN-GRU Hyperparameter Optimization

Gündüz A., Orman Z.

3 rd International Conference on Advanced Engineering, Technology, and Applications, Catania, İtalya, 24 - 25 Mayıs 2024, ss.1-5, (Tam Metin Bildiri)

2. Transformers Architecture Oriented Intrusion Detection Systems: A Systematic Review

Özer Ç., Orman Z.

3 rd International Conference on Advanced Engineering, Technology, and Applications, Catania, İtalya, 24 - 25 Mayıs 2024, ss.1-8, (Tam Metin Bildiri)

3. A Comparative Study of Preprocessing Techniques for Stroke Prediction using XGBoost Classifier

Nizam Özoğur H., Orman Z.

3rd International Conference on Advanced Engineering, Technology and Applications, Catania, İtalya, 24 - 25 Mayıs 2024, ss.1-7, (Tam Metin Bildiri)

4. Sağlık Verilerinin Makine Öğrenimi Tabanlı Analizinde Veri Ön İşleme Stratejileri ve Performans Analizinin Rolü

Nizam Özoğur H., Orman Z.

9. Türk Tıp Dünyası Kongresi, İstanbul, Türkiye, 19 - 20 Ekim 2023, (Yayınlanmadı)

5. Segmentation of the Human Spine from Computed Tomography (CT) Images with Machine Learning Method

Türkmen M., Orman Z.

4. Uluslararası Mühendislik Bilimleri ve Multidisipliner Yaklaşımlar Kongresi, 3 - 05 Kasım 2022, ss.956, (Özet Bildiri)

6. Application of Generalized Relevance Linear Vector Quantization for Diabetes Diagnosis

Hameed A. A., Jamil A., Orman Z., Shah S. A.

International Conference on Innovative Computing (ICIC), Lahore, Pakistan, 9 - 10 Kasım 2021, cilt.1, ss.1-5, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

7. Application of Adaptive Back-Propagation Neural Networks for Parkinson's Disease Prediction

Hameed A. A., Rasheed J., Ajlounı N. M. M., Jamil A., Özyavaş A., Orman Z.

International Conference on Data Analytics for Business and Industry, 26 - 27 Ekim 2020, ss.1-5, (Tam Metin Bildiri)

8. Classification of Epileptic Seizures using Artificial Neural Network with Adaptive Momentum

Hameed A. A., Jamil A., Ajlounı N. M. M., Rasheed J., Özyavaş A., Orman Z.

International Conference on Data Analytics for Business and Industry, 26 - 27 Ekim 2020, ss.1-4, (Tam Metin Bildiri)

9. Detection of Diabetic Retinopathy using CNN - A Comparative Survey Study

Aldeeb S. S., Orman Z., Sevgen S.

2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE, COMMUNICATION AND INFORMATION TECHNOLOGY, İstanbul, Türkiye, 26 Haziran 2020, (Yayınlanmadı) Sürdürülebilir Kalkınma

10. Common Generative Adversarial Network Types and Practical Applications

Barışkan M. A., Orman Z., Şamlı R.

ARACONF – International Conference on Access to Recent Advances in Engineering and Digitalization, Kayseri, Türkiye, 5 - 06 Mart 2020, ss.39, (Özet Bildiri)

11. Investigating the Performance of Robust Adaptive SOM against Conventional and Modified SOM Algorithms

Ajlouni N., Hameed A. A., ORMAN Z., Özyavaş A.

4. International Conference on Theoretical and Applied Computer Science and Engineering 2019, İstanbul, Türkiye, 11 - 12 Ekim 2019, ss.7-11, (Tam Metin Bildiri)

12. A Sample Substitution Cipher Data Processing Using Neural Networks

Türk S., Şamlı R., Orman Z.

ICTACSE – International Conference on Theoretical and Applied Computer Science and Engineering 2019, İstanbul, Türkiye, 11 - 12 Ekim 2019, ss.18-22, (Tam Metin Bildiri)

13. Disease Prediction Using Weighted Artificial Immune System

Günay M., ORMAN Z.

International Conference on Frontiers of Artificial Intelligence and Machine Learning, Roma, İtalya, 26 - 28 Temmuz 2019, ss.1, (Tam Metin Bildiri)

14. The Use of a Robust-Adaptive Self Organizing Map to Enhance the Prediction Performance of Clinical Datasets

Ajlouni N., Hameed A. A., Güneş A., Özyavaş A., ORMAN Z.

International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Nevşehir, Türkiye, 5 - 07 Temmuz 2019, cilt.4, sa.5, ss.158-161, (Tam Metin Bildiri)

15. An Efficient Medical Diagnosis Algorithm Based on a Hybrid Neural Network with a Variable Adaptive Momentum and PSO Algorithm

Hameed A. A., Ajlouni N., Özyavaş A., ORMAN Z., Güneş A.

International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Nevşehir, Türkiye, 5 - 07 Temmuz 2019, cilt.4, sa.5, ss.152-157, (Tam Metin Bildiri)

16. Detection of Phishing Emails with Text Classification

ORMAN Z., Savcı R., SENAN S.

5th International Conference on Engineering and Natural Sciences (ICENS 2019), Prag, Çek Cumhuriyeti, 12 - 16 Haziran 2019, ss.442-446, (Tam Metin Bildiri)

17. Particle Swarm Optimization Based Fuzzy Hyper-Rectangular Composite Neural Networks : An Overview

SENAN S., ORMAN Z., Salt Akkuş N.

5th International Conference on Engineering and Natural Sciences (ICENS 2019), Prag, Çek Cumhuriyeti, 12 - 16 Haziran 2019, ss.447-451, (Tam Metin Bildiri)

18. Diagnosis of Lung Cancer Using Artificial Immune System

Gunay M., ORMAN Z., ENSARİ T., Oukid S., Benblidia N.

International Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science (EBBT), İstanbul, Türkiye, 24 - 26 Nisan 2019, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

19. Microarray Lung Cancer Data Classification Using Similarity based Feature Selection

Amrane M., Oukid S., ENSARİ T., Benblidia N., ORMAN Z.

20. Dynamic Hand Gesture Recognition System for Kurdish Sign Language Using Two Lines of Features

Ramiz Mahmood M., Abdulazeez A. M., ORMAN Z.

International Conference on Advanced Science and Engineering 2018, Zakho, Irak, 9 - 11 Ekim 2018, ss.42, (Tam Metin Bildiri)

21. Image Processing Based Automated TV Menu Test System

Yavuz İ., ORMAN Z.

1st International Symposium on Graduate Research in Science: Entrepreneurship and Innovation (ISGRS2018), İstanbul, Türkiye, 4 - 06 Ekim 2018, ss.1, (Tam Metin Bildiri)

22. Dynamic Scaling At Distributed Data Stream Processing Systems

Kavi M., ORMAN Z.

1st International Symposium on Graduate Research in Science: Entrepreneurship and Innovation (ISGRS2018), İstanbul, Türkiye, 4 - 06 Ekim 2018, ss.1, (Özet Bildiri)

23. Real Time Hand Gesture Recognition System Depends on Line of Features

Mahmood M., Abdulazeez A., ORMAN Z.

International Conference on Electrical, Electronics, Computers, Communication, Mechanical and Computing (EECCMC), Tamil Nadu, Hindistan, 28 - 29 Ocak 2018, ss.11, (Tam Metin Bildiri)

24. MR İmgelerinde Doku Analizi Kullanılarak DEHB Hastalığının Sınıflandırılması - Classification of ADHD by Using Textural Analysis of MR Images

ÇİÇEK G., AKAN A., ORMAN Z.

Tıp Tekno 2017, Trabzon, Türkiye, 12 - 14 Ekim 2017, ss.266-269, (Tam Metin Bildiri)

25. A New Hand Gesture Recognition System Using Artificial Neural Network

Mahmood M. R., Brifcani A. M. A., ORMAN Z.

2nd International Scientific Conference, Zakho, Irak, 18 - 20 Nisan 2017, ss.15, (Tam Metin Bildiri)

26. A New DIDS Design Based on a Combination Feature Selection Approach

Eesa A. S., Brifcani A. M., ORMAN Z.

17th International Conference on Artificial Intelligence and Neural Networks, Paris, Fransa, 27 - 28 Nisan 2015, cilt.2, sa.8, ss.1921-1925, (Tam Metin Bildiri)

27. A New Tool for Global Optimization Problems- Cuttlefish Algorithm

Eesa A. S., Brifcani A. M., ORMAN Z.

International Conference on Computer Science (ICCS 2014), Rome, İtalya, 18 - 19 Eylül 2014, cilt.8, sa.9, ss.1235-1239, (Tam Metin Bildiri)

28. A Generic Implementation Framework for Business Intelligence

Orman Z., Arslan E., Gündüz D.

Clute Institue 2014 International Business Conference, California, Amerika Birleşik Devletleri, 3 - 07 Ağustos 2014, ss.151-156, (Tam Metin Bildiri)

29. A Combinational Approach to Intrusion Detection Data for Feature Selection

Eesa A. S., ORMAN Z., Brifcani A. M.

3rd International Conference on System Engineering and Modeling (ICSEM 2014), Paris, Fransa, 21 - 22 Mayıs 2014, ss.20, (Tam Metin Bildiri)

30. A Real-Time Non-Intrusive Face Detection and Gaze Estimation System

ORMAN Z., Battal A., Kemer E.

, International Conference on Computing and Artificial Intelligence, İspanya, 1 - 04 Haziran 2012, ss.14-19, (Tam Metin Bildiri)

31. Intelligent Node Placement using GA (INPGA) Protocol in Wireless Sensor Networks

ORMAN Z., Norouzi A., Babamir F. S.

International Conference on Wireless Networks, Amerika Birleşik Devletleri, 1 - 04 Temmuz 2011, ss.230-234, (Tam Metin Bildiri)

32. Detection of objects in moving images and implementation of the purification algorithm on Analog CNN and DSP processors

Arslan E., Orman Z., Arık S.

12th WSEAS International Conference on Neural Networks (NN'11), Bucuresti, Romanya, 1 - 04 Nisan 2011, ss.60-65, (Tam Metin Bildiri)

33. Road Traffic Analysis on the CNN Universal Machine

Arslan E., Orman Z.

World Congress on Engineering and Computer Science (WCECS 2011), San-Francisco, Kostarika, 19 - 21 Ekim 2011, ss.141-146, (Tam Metin Bildiri)

34. New results for global stability of Cohen-Grossberg neural networks with discrete time delays

ORMAN Z., ARIK S.

International Conference on Neural Information Processing, ICONIP’06, Çin, ss.570-579, (Tam Metin Bildiri)

35. Stability Analysis of Cohen-Grossberg Neural Networks with Multiple Time Delays

ORMAN Z., ARIK S.

, The 14th Turkish Symposium on Artificial Intelligence and Neural Networks(TAINN), İzmir, Türkiye, ss.294-301, (Tam Metin Bildiri)

Kitaplar 15

1. Skin Cancer Classification Using Hybrid Deep Learning Approaches: A Systematic Review

Tüfekçi Z., Orman Z., Senan S.

Using AI to Achieve the Sustainable Development Goals (SDGs), Gamze Sart,Yılmaz Bayar,Funda H. Sezgin, Editör, IGI Global yayınevi, Pennsylvania, ss.1-22, 2026

2. Hyperspectral Image Classification in Remote Sensing Using CNNs and Attention Modules

Gündüz A., Orman Z.

Investigations in Pattern Recognition and Computer Vision for Industry 4.0, Chiranji Lal Chowdhary,Basanta Swain,Vijay Kumar, Editör, IGI-Global Publishing, Pennsylvania, ss.18-36, 2023

3. Improvement and Repair Methods of Biomedical Images Used in the Diagnosis of Osteoporosis

Türkmen M., Orman Z.

Investigations in Pattern Recognition and Computer Vision for Industry 4.0, Chiranji Lal Chowdhary,Basanta Swain,Vijay Kumar, Editör, IGI Global Publishing, Pennsylvania, ss.68-80, 2023

4. Mispronunciation Detection using Neural Networks for Second Language Learners

Isaoglu L., Orman Z.

Handbook of Research on Perspectives in Foreign Language Assessment, Dinçay Köksal,Nurdan Kavaklı,and Sezen Arslan, Editör, IGI-Global Publishing, Pennsylvania, ss.48-70, 2023

5. Examination of Health Data Depending on Creative Use of Optimization Methods and Machine Learning Algorithms

Özer Ç., Orman Z.

Studies in Computational Intelligence-Next Generation Healthcare Informatics, B. K. Tripathy,Pawan Lingras,Arpan Kumar Kar,Chiranji Lal Chowdhary, Editör, Springer Nature, Geneve, ss.1-12, 2022

6. The Effect of Heuristic Methods Toward Performance of Health Data Analysis

Nizam Özoğur H., Orman Z.

Studies in Computational Intelligence-Next Generation Healthcare Informatics, B. K. Tripathy,Pawan Lingras,Arpan Kumar Kar,Chiranji Lal Chowdhary, Editör, Springer Nature, Geneve, ss.1-25, 2022

7. Earthquake Risk Prediction with Artificial Intelligence Methods

Varol Malkoçoğlu A. B., Orman Z., Şamlı R.

Analyzing Multidisciplinary Uses and Impact of Innovative Technologies, Emiliano Marchisio, Editör, IGI-Global Publishing, Pennsylvania, ss.1-15, 2022

8. Scaling of Streaming Data Using Machine Learning Algorithms

Aykurt Ö., Orman Z.

Analyzing Multidisciplinary Uses and Impact of Innovative Technologies, Emiliano Marchisio, Editör, IGI-Global Publishing, Pennsylvania, ss.1-15, 2022

9. A Survey on Evolutionary Algorithms for Medical Brain Images

Dincer N., Orman Z.

Computer Vision and Recognition Systems Research Innovations and Trends, Chiranji Lal Chowdhary,G. Thippa Reddy,B. D. Parameshachari, Editör, Apple Academic Press, Florida, ss.27, 2022

10. A Comparative Study of Machine Learning Algorithms in Parkinson’s Disease Diagnosis: A Review

Khatamino P., Orman Z.

Computer Vision and Recognition Systems Research Innovations and Trends, Chiranji Lal Chowdhary,G. Thippa Reddy,B. D. Parameshachari, Editör, Apple Academic Press, Florida, ss.26, 2022

11. Precious Metal Prediction bu Using XAI in the Perspective of Digital Transformation

Öztoprak S., Orman Z.

Emerging Challenges, Solutions, and Best Practices for Digital Enterprise Transformation, Kamaljeet Sandhu, Editör, IGI-Global Publishing, Pennsylvania, ss.284-298, 2021

12. A Comparative Study on PSO with Other Metaheuristic Methods

Yarat S., Senan S., Orman Z.

Applying Particle Swarm Optimization - New Solutions and Cases for Optimized Portfolios, Burcu Adıgüzel Mercangöz, Editör, Springer, London/Berlin , Zürich, ss.49-72, 2021

13. A Study on Deep Learning Methods in the Concept of Digital Industry 4.0

Şimşek M. A., Orman Z.

Handbook of Research on Management and Strategies for Digital Enterprise Transformation, Kamaljeet Sandhu, Editör, IGI-Global Publishing, Pennsylvania, ss.318-339, 2021

14. A Review on Intelligent Decision Support Systems and a Case Study: Prediction of Cryptocurrency Prices with Neural Networks

Orman Z., Arslan E., Özbay B., Elmasri E.

Neural Networks: History and Applications, Doug Alexander, Editör, NOVA Publications , New-York, ss.189-212, 2020

15. Emotion Recognition from Facial Expressions Using Artificial Neural Networks: A Review

Senan S., Orman Z., Akcan F.

Neural Networks: History and Applications, Doug Alexander, Editör, NOVA Science Publishers Inc. , New-York, ss.31-74, 2020

Metrikler

Yayın

107

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

515

H-İndeks (WoS)

Atıf (Scopus)

585

H-İndeks (Scopus)

Atıf (Scholar)

350

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BM Sürdürülebilir Kalkınma Amaçları

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Yayın (Scopus)

Atıf (WoS)

H-İndeks (WoS)

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H-İndeks (Scopus)

Atıf (Scholar)

H-İndeks (Scholar)

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