Prof. Dr. SELMA AYŞE &#214;ZEL

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY , cilt.11, sa.3, 2021 (SCI-Expanded)

21. Your Username Can Give You Away: Matching Turkish OSN Users with Usernames

ÇOBAN Ö., İNAN A., ÖZEL S. A.

INTERNATIONAL JOURNAL OF INFORMATION SECURITY SCIENCE , cilt.10, sa.1, ss.1-15, 2021 (Hakemli Dergi)

22. Deep Learning-based Sentiment Analysis of Facebook Data: The Case of Turkish Users

Coban O., ÖZEL S. A., Inan A.

COMPUTER JOURNAL , cilt.64, sa.3, ss.473-499, 2021 (SCI-Expanded)

23. A hybrid approach of homomorphic encryption and differential privacy for privacy preserving classification

International Journal of Applied Mathematics Electronics and Computers , cilt.8, sa.4, ss.138-147, 2020 (Hakemli Dergi)

24. Differentially private 1R classification algorithm using artificial bee colony and differential evolution

ÇOBAN Ö., ÖZYILDIRIM B. M., ÖZEL S. A.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , cilt.94, 2020 (SCI-Expanded) Sürdürülebilir Kalkınma

25. Towards the Design and Implementation of an OSN Crawler: A Case of Turkish Facebook Users

ÇOBAN Ö., İNAN A., ÖZEL S. A.

International Journal of Information Security Science , cilt.9, sa.2, ss.76-93, 2020 (Hakemli Dergi)

26. Nitelik Çıkarımı Yöntemlerinin Türkçe Metinlerin Sınıflandırılmasına Etkisi

AKDOĞAN Ö., ÖZEL S. A.

Çukurova Üniversitesi Mühendislik-Mimarlik Fakültesi Dergisi , cilt.34, sa.3, ss.95-107, 2019 (Hakemli Dergi)

27. ADAPTING TEXT CATEGORIZATION FOR MANIFEST BASED ANDROID MALWARE DETECTION

Coban O., ÖZEL S. A.

COMPUTER SCIENCE-AGH , cilt.20, sa.3, ss.383-405, 2019 (ESCI)

28. ANALYSIS OF DATA PRE-PROCESSING METHODS FOR SENTIMENT ANALYSIS OF REVIEWS

PARLAR T., ÖZEL S. A., Song F.

COMPUTER SCIENCE-AGH , cilt.20, sa.1, ss.123-141, 2019 (ESCI)

29. An Empirical Study of the Extreme Learning Machine for Twitter Sentiment Analysis

International Journal of Intelligent Systems and Applications in Engineering , cilt.6, sa.3, ss.178-184, 2018 (Hakemli Dergi)

30. Performance of Using Tag-based Feature Sets in Web Page Classification

ÜNAL H. E., ÖZEL S. A., ÜNAL İ.

SÜLEYMAN DEMİREL ÜNİVERSİTESİ FEN BİLİMLERİ ENSTİTÜSÜ DERGİSİ , cilt.22, sa.2, ss.583-594, 2018 (Hakemli Dergi)

31. QER: a new feature selection method for sentiment analysis

PARLAR T., ÖZEL S. A., Song F.

HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES , cilt.8, 2018 (SCI-Expanded)

32. An Investigation of Term Weighting and Feature Selection Methods for Sentiment Analysis

Parlar T., ÖZEL S. A.

Majlesi Journal of Electrical Engineering , cilt.12, sa.2, 2018 (Scopus)

33. Interactions Between Term Weighting and Feature Selection Methods on the Sentiment Analysis of Turkish Reviews

Parlar T., Özel S. A., Song F.

COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, (CICLING 2016), PT II , cilt.9624, ss.335-346, 2018 (SCI-Expanded)

34. Effects of Feature Extraction and Classification Methods on Cyberbully Detection

SARAÇ EŞSİZ E., ÖZEL S. A.

Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.21, sa.1, ss.190-200, 2017 (Hakemli Dergi)

35. Focused Web Crawler Development Challenges: Ec-crawler

International Journal of Computer Science and Engineering , cilt.6, sa.1, ss.1-34, 2017 (Hakemli Dergi)

36. A Product Search Engine Supporting ?Best Product? Queries

Çukurova Üniversitesi Mühendislik-Mimarlik Fakültesi Dergisi , cilt.31, sa.2, ss.260-269, 2016 (Hakemli Dergi)

37. An Experimental Investigation of Document Vector Computation Methods for Sentiment Analysis of Turkish and English Reviews

Çukurova Üniversitesi Mühendislik-Mimarlik Fakültesi Dergisi , cilt.31, sa.2, ss.467-481, 2016 (SCI-Expanded)

38. A hybrid approach of differential evolution and artificial bee colony for feature selection

ÖZEL S. A., Bektaş Y., Yılmazer H.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.62, ss.91-103, 2016 (SCI-Expanded)

39. Formulaicity in Turkish: Evidence from the Turkish National Corpus

Mersin Üniversitesi Dil ve Edebiyat Dergisi , cilt.13, sa.2, ss.1-33, 2016 (Hakemli Dergi)

40. Effects of Term Weighting Methods on the Sentiment Analysis of Turkish Reviews

PARLAR T., ÖZEL S. A.

Çukurova Üniversitesi Fen ve Mühendislik Bilimleri Dergisi , cilt.34, sa.1, ss.68-77, 2016 (Hakemsiz Dergi)

41. A Review of Distance Learning and Learning Management Systems

Keles M. K., ÖZEL S. A.

VIRTUAL LEARNING , ss.1-19, 2016 (SCI-Expanded)

42. An Experimental Evaluation for Fuzzy Decision Trees

ÖZTÜRK S., ÖZEL S. A.

Journal of Science and Engineering , cilt.32, sa.9, ss.123-132, 2015 (Hakemsiz Dergi)

43. An Artificial Bee Colony Based Algorithm for Feature Selection

ZORARPACI E., ÖZEL S. A., GÜNGÖR S.

ÇUKUROVA ÜNİVERSİTESİ MÜHENDİSLİK MİMARLIK FAKÜLTESİ DERGİSİ , cilt.30, sa.1, ss.25-31, 2015 (Hakemli Dergi)

44. Integrating an Online Compiler and a Plagiarism Detection Tool into the Moodle Distance Education System for Easy Assessment of Programming Assignments

COMPUTER APPLICATIONS IN ENGINEERING EDUCATION , cilt.23, sa.3, ss.363-373, 2015 (SCI-Expanded)

45. Türkçe Dokümanlardaki Benzerliklerin Tespiti İçin Mevcut Yazılımların Karşılaştırılması ve Türkçe Karakter Kullanımı ile Kök Almanın Etkisinin İncelenmesi

ÇUKUROVA ÜNİVERSİTESİ MÜHENDİSLİK MİMARLIK FAKÜLTESİ DERGİSİ , cilt.29, sa.2, ss.115-129, 2014 (Hakemli Dergi)

46. Nitelik Seçme Problemi İçin Diferansiyel Gelişim Algoritması Ve Yapay Arı Kolonisi Optimizasyon Tekniğini Kullanan Melez Yöntem

Dokuz Eylül Üniversitesi Mühendislik Fakültesi Mühendislik Bilimleri Dergisi , cilt.16, sa.48, ss.49-60, 2014 (Hakemli Dergi)

47. Türkçe dokümanlardaki benzerliklerin tespiti için mevcut yazılımların karşılaştırılması ve Türkçe karakter kullanımı ile kök almanın etkisinin incelenmesi

KELEŞ M. K., ÖZEL S. A.

Çukurova Üniversitesi Mühendislik-Mimarlik Fakültesi Dergisi , cilt.29, sa.2, ss.115-129, 2014 (Hakemli Dergi)

48. An Ant Colony Optimization Based Feature Selection for Web Page Classification

SCIENTIFIC WORLD JOURNAL , 2014 (SCI-Expanded)

49. A Web page classification system based on a genetic algorithm using tagged-terms as features

Ozel S. A.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.38, sa.4, ss.3407-3415, 2011 (SCI-Expanded)

50. Web Page Classification Using Ant Colony Optimization

Çukurova Üniversitesi Fen ve Mühendislik Bilimleri Dergisi , cilt.25, sa.2, ss.11-20, 2011 (Hakemli Dergi)

51. Development of a Software on Distance Education Applications for Compilation and Plagiarism Detection of C Programming Language Assignments

Ozel S. A., Altıngövde İ. S., Ulusoy Ö., Özsoyoğlu G., Özsoyoğlu Z. M.

Çukurova Üniversitesi Fen ve Mühendislik Bilimleri Dergisi , cilt.26, sa.1, ss.98-106, 2011 (Hakemli Dergi)

52. A genetic algorithm for scheduling of jobs on lines of press machines

Ozalp S. A.

LARGE-SCALE SCIENTIFIC COMPUTING , cilt.3743, ss.535-543, 2006 (SCI-Expanded)

53. Effective early termination techniques for text similarity join operator

Ozalp S. A., Ulusoy Ö.

COMPUTER AND INFORMATION SCIENCES - ISCIS 2005, PROCEEDINGS , cilt.3733, ss.791-793, 2005 (SCI-Expanded)

54. Querying Web Metadata: Native score management and text support in databases

Özsoyoğlu G., Altıngövde İ. S., Al-Hamdani A., Ozel S. A., Ulusoy Ö., Özsoyoğlu Z. M.

ACM TRANSACTIONS ON DATABASE SYSTEMS , cilt.29, sa.4, ss.581-634, 2004 (SCI-Expanded)

55. Metadata-based modeling of information resources on the web

JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY , cilt.55, sa.2, ss.97-110, 2004 (SCI-Expanded)

56. An interactive software package for the investigation of hydrodynamic-slider bearing-lubrication

Ozalp A., Ozel S. A.

COMPUTER APPLICATIONS IN ENGINEERING EDUCATION , cilt.11, sa.3, ss.103-115, 2003 (SCI-Expanded)

57. Topic-centric querying of web information resources

Altıngövde İ. S., Ozel S. A., Ulusoy Ö., Özsoyoğlu G., Özsoyoğlu Z. M.

DATABASE AND EXPERT SYSTEMS APPLICATIONS , cilt.2113, ss.699-711, 2001 (SCI-Expanded)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 53

1. Prediction of Depression Severity by Applying Machine Learning to Blood Biomarkers

Kavak R., ÖZEL S. A., Yilmaz O.

9th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2025, Gaziantep, Türkiye, 27 - 28 Haziran 2025, (Tam Metin Bildiri)

2. Multi-Classification of Depression Levels Based on Blood Biomarkers

Kavak R., Özel S. A., Özandaç Polat S., Özler S.

8th International Artificial Intelligence and Data Processing, Malatya, Türkiye, 21 Eylül 2024, ss.1-7, (Tam Metin Bildiri)

3. Cyberbullying Detection Using Machine Learning and Deep Learning for Turkish tex

Najib A., Özel S. A., Çoban Ö., Khan R. A. N.

9th INTERNATIONAL STUDENT SYMPOSIUM, İstanbul, Türkiye, 01 Aralık 2023, ss.65-80, (Tam Metin Bildiri)

4. Enhancing Fake News Detection through Clustering with Convolutional Neural Networks

Biçer M., Özel S. A.

2023 Innovations in Intelligent Systems and Applications Conference (ASYU), Sivas, Türkiye, 11 Ekim 2023, ss.1-6, (Tam Metin Bildiri)

5. Comparative Analysis of Cyberbullying Detection: A case study for Turkish and English

Najib A., Özel S. A., Çoban Ö.

2023 Innovations in Intelligent Systems and Applications Conference (ASYU), Sivas, Türkiye, 11 Ekim 2023, ss.1-6, (Tam Metin Bildiri)

6. IMPLEMENTATION OF GLOVE EMBEDDINGS AND BILSTM MODEL FOR SENTIMENT ANALYSIS ON IMDB DATASET

Biçer M., Özel S. A.

International Informatics Congress (IIC2023), Batman, Türkiye, 20 Mart 2023, ss.28-35, (Tam Metin Bildiri)

7. Improving Web Page Classification with two Novel Approaches on Semi Supervised Learning

Ünal H. E., Özel S. A.

İzmir International Conference on Technology and Social Sciences IICTSS 2022, İzmir, Türkiye, 17 - 19 Ağustos 2022, ss.25, (Özet Bildiri)

8. An Outlier Analysis on Multi-Dimensional and Time-Series Data

Mengutaycı Ü., Özel S. A.

International Joint Conference on Engineering, Science and Artificial Intelligence‐IJCESAI 2022, Balıkesir, Türkiye, 15 Haziran 2022, ss.162-168, (Tam Metin Bildiri)

9. Privacy Risk Analysis for Facebook Users,Facebook Kullanicilari Icin Gizlilik Riski Analizi

Coban O., Inan A., Özel S. A.

2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings, Gaziantep, Türkiye, 05 Ekim 2020, ss.1-4, (Tam Metin Bildiri)

10. A New Dataset for Cyberbully Detection from Turkish Texts

ÖZEL S. A., ÖZTÜRK E., SARAÇ EŞSİZ E.

5th International Congress on Natural and Engineering Sciences (ICNES), İstanbul, Türkiye, 27 - 30 Ağustos 2019, ss.48-53, (Tam Metin Bildiri)

11. A Comparison of Word Embedding and Traditional Text Representation Methods for Sentiment Analysis from Turkish Tweets

ÖZEL S. A., Güven F.

5th International Congress on Natural and Engineering Sciences (ICNES), İstanbul, Türkiye, 27 - 30 Ağustos 2019, ss.54-59, (Tam Metin Bildiri)

12. Turkish named entity discovery based on termsets

ÇOBAN Ö., ÖZEL S. A., İNAN A.

4. Uluslararası Bilgisayar Bilimleri veMühendisliği Konferansı, Samsun, Türkiye, 11 - 15 Eylül 2019, ss.45-49, (Tam Metin Bildiri)

13. A Median-based Filter Method for Feature Selection of Text Categorization

DİNÇ B., ÖZYILDIRIM B. M., ÖZEL S. A.

ICAII4.0 - International Conference on Artificial Intelligence towards Industry 4.0, 15 - 17 Kasım 2018, (Özet Bildiri)

14. A Review of Applied Feature Selection and Dimension Reduction Methods for Clustering

3rd International Mediterranean Science and Engineering Congress (IMSEC 2018), Adana, Türkiye, 24 - 26 Ekim 2018, (Özet Bildiri)

15. An Evaluation of Character Level N-gram Termsets in Text Categorization

Coban O., ÖZEL S. A.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Türkiye, 28 - 30 Eylül 2018, (Tam Metin Bildiri)

16. Prediction of Students' Academic Success Using Data Mining Methods

Uzel V. N., Turgut S. S., ÖZEL S. A.

Innovations in Intelligent Systems and Applications Conference (ASYU), Adana, Türkiye, 4 - 06 Ekim 2018, ss.166-170, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

17. Using Fuzzy Sets for Detecting Cyber Terrorism and Extremism in the Text

Uzel V. N., Essiz E. S., ÖZEL S. A.

Innovations in Intelligent Systems and Applications Conference (ASYU), Adana, Türkiye, 4 - 06 Ekim 2018, ss.95-98, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

18. The Effect of POS Tag Information on Sentence Boundary Detection in Turkish Texts

Bektas Y., ÖZEL S. A.

Innovations in Intelligent Systems and Applications Conference (ASYU), Adana, Türkiye, 4 - 06 Ekim 2018, ss.161-165, (Tam Metin Bildiri)

19. Utilizing Language Model for Term Weighting in Text Categorization

Coban O., ÖZEL S. A.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Türkiye, 28 - 30 Eylül 2018, (Tam Metin Bildiri)

20. An Investigation of Term Weighting and Feature Selection Methods for Sentiment Analysis

Parlar T., ÖZEL S. A.

International Advanced Researches and Engineering Congress (IAREC 2017), Osmaniye, Türkiye, 16 - 18 Kasım 2017, ss.1398, (Özet Bildiri)

21. Using Latent Semantic Analysis for Dimension Reduction in Text Mining

Güven F., ÖZEL S. A.

2nd International Mediterranean Science and Engineering Congress (IMSEC 2017), Adana, Türkiye, 25 - 27 Ekim 2017, ss.286-290, (Tam Metin Bildiri)

22. Comparison of feature selection methods for sentiment analysis on Turkish Twitter data

Parlar T., Saraç E., ÖZEL S. A.

25th Signal Processing and Communications Applications Conference (SIU 2017), Antalya, Türkiye, 15 - 18 Mayıs 2017, ss.1-4, (Tam Metin Bildiri)

23. Comparison of Feature Selection Methods for Sentiment Analysis on Turkish Twitter Data

PARLAR T., Sarac E., ÖZEL S. A.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

24. Similarity Detection between Turkish Text Documents with Distance Metrics

Kaya Keles M., ÖZEL S. A.

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.316-321, (Tam Metin Bildiri)

25. Using Deep Learning for Mammography Classification

Hepsag P. U., Özel S. A., Yazıcı A.

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.418-423, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

26. Detection of Cyberbullying on Social Media Messages in Turkish

ÖZEL S. A., Sarac E., Akdemir S., Aksu H.

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.366-370, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

27. A Product Search Engine Supporting Best Product Queries

1st International Mediterranean Science and Engineering Congress (IMSEC 2016), 26 - 28 Ekim 2016

28. Interactions between term weighting and feature selections methods for Sentiment Analysis of Turkish reviews

Parlar T., ÖZEL S. A., Song F.

17th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2016), Konya, Türkiye, 3 - 09 Nisan 2016, ss.1-12, (Tam Metin Bildiri)

29. The Turkish National Corpus (TNC): Comparing the Architectures of v1 and v2

Aksan Y., ÖZEL S. A., Yılmazer H., Demirhan U. U.

1st International Workshop on Turkic Computational Linguistics (TurCLing 2016), Konya, Türkiye, 3 - 09 Nisan 2016, ss.32-37, (Tam Metin Bildiri)

30. A New Feature Selection Method for Sentiment Analysis of Turkish Reviews

PARLAR T., ÖZEL S. A.

International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Sinaia, Romanya, 2 - 05 Ağustos 2016, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

31. Effects of Feature Selection for Automatic Detection of Cyberbullying

International Conference on Science, Ecology and Technology I (ICONSETE 2015), Viyana, Avusturya, 25 - 28 Ağustos 2015, ss.288-295, (Tam Metin Bildiri)

32. A New Filter Method for Feature Selection from Text Data

ÖZEL S. A., Bektaş Y., Yılmazer H.

International Conference on Science, Ecology and Technology I (ICONSETE 2015), Viyana, Avusturya, 25 - 28 Ağustos 2015, ss.1, (Tam Metin Bildiri)

33. Formulaicity in Turkish: Evidence from the Turkish National Corpus

Corpus-Based Word Frequency: Methods and Applications, Mersin, Türkiye, 19 Şubat 2015, ss.11-12, (Özet Bildiri)

34. Nitelik Seçme Problemi için Diferansiyel Gelişim Algoritması ve Yapay Arı Kolonisi Optimizasyon Tekniğini Kullanan Melez Yöntem

ASYU2014: Akılı Sistemlerde Yenilkler ve Uygulamaları, İzmir, Türkiye, 9 - 10 Ekim 2014, ss.86-90, (Tam Metin Bildiri)

35. Türkçe Tümcelerin Sonunu Belirlemede Açık Kaynak / Ücretsiz Yazılımlar ve Performans Analizleri

Aksan Y., ÖZEL S. A., Bektaş Y., Aksan M., Demirhan U. U., Mersinli Ü., et al.

Akademik Bilişim, Mersin, Türkiye, 5 - 07 Şubat 2014, ss.1-5, (Tam Metin Bildiri)

36. Açık Kaynak Kodlu Veri Madenciliği Yazılımlarının Karşılaştırılması

Akademik Bilişim, Mersin, Türkiye, 5 - 07 Şubat 2014, ss.1-5, (Tam Metin Bildiri)

37. Moodle 1.9.x?e Karşı Moodle 2.x

Akademik Bilişim, Mersin, Türkiye, 5 - 07 Şubat 2014, ss.1-5, (Tam Metin Bildiri)

38. Web Tabanlı Türkçe Ulusal Derlemi (TUD)

Aksan Y., Aksan M., ÖZEL S. A., Yılmazer H., Demirhan U. U., Mersinli Ü., et al.

Akademik Bilişim, Mersin, Türkiye, 5 - 07 Şubat 2014, ss.1-5, (Tam Metin Bildiri)

39. Web Page Classification Using Firefly Optimization

Karabulut E. M., Ozel S. A., Ibrikci T.

IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), Bulgaristan, 19 - 21 Haziran 2013, (Tam Metin Bildiri)

40. Effect of tagged-terms on Web page classification accuracy

Ünal H. E., Özel S. A., Ünal İ.

3rd World Conference on Information Technology, Barcelona, İspanya, 14 - 16 Kasım 2012, ss.1-5, (Tam Metin Bildiri)

41. A comparative study on the effect of feature selection on classification accuracy

1st World Conference on Innovation and Software Development (INSODE), İstanbul, Türkiye, 2 - 10 Ekim 2011, cilt.1, ss.323-327, (Tam Metin Bildiri)

42. Development of a Moodle Distance Education System for Çukurova University Department of Computer Engineering and Applying a Survey for Measuring Needs and Effectiveness

2nd World Conference on Information Technology, Antalya, Türkiye, 23 - 26 Kasım 2011, ss.1-5, (Tam Metin Bildiri)

43. An Online Compiler Module for Grading Programming Assignments on Moodle Distance Education System

ÖZEL S. A., Kaya M.

2nd World Conference on Information Technology, Antalya, Türkiye, 23 Kasım 2011, ss.1-5, (Tam Metin Bildiri)

44. Feature Selection for Web Page Classification Using the Intelligent Water Drop Algorithm

ÖZEL S. A., SARAÇ E.

2nd World Conference on Information Technology, Antalya, Türkiye, 23 - 26 Kasım 2011, ss.1-5, (Tam Metin Bildiri)

45. A Genetic Algorithm Based Optimal Feature Selection for Web Page Classification

ÖZEL S. A.

International Symposium on Innovations in Intelligent Systems and Applications, İstanbul, Türkiye, 15 - 18 Haziran 2011, ss.282-286, (Tam Metin Bildiri)

46. URL Tabanlı Web Sayfası Sınıflandırma

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Kayseri, Türkiye, 21 - 24 Haziran 2010, ss.1-6, (Tam Metin Bildiri)

47. Konferans Odaklı Arama