Dr. Öğr. Üyesi KADRİYE FİLİZ BALBAL

Makaleler 15

1. RFM-Net: A Convolutional Neural Network for Customer Segment Classification

BALBAL K. F., BİRANT D.

Applied Sciences (Switzerland) , cilt.16, sa.5, 2026 (SCI-Expanded, Scopus)

2. Performance Comparison of Machine Learning Algorithms Using Oversampling Methods to Predict Childhood Anemia

Balbal K. F.

Karaelmas Fen ve Mühendislik Dergisi , cilt.15, sa.3, ss.1-11, 2025 (TRDizin) Sürdürülebilir Kalkınma

3. Erythemato-squamous diseases diagnosis and prediction using artificial intelligence

Balbal K. F.

Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.27, sa.1, ss.269-281, 2025 (TRDizin) Sürdürülebilir Kalkınma

4. Ordinal Random Tree with Rank-Oriented Feature Selection (ORT-ROFS): A Novel Approach for the Prediction of Road Traffic Accident Severity

Ghasemkhani B., Balbal K. F., Birant K. U., Birant D.

Mathematics , cilt.13, sa.2, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

5. Location-Based housing valuation index proposal: Izmir example

NASİBOĞLU R., BALBAL K. F., Rusiman M. S., NASİBOĞLU E.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , cilt.40, sa.1, 2025 (SCI-Expanded, Scopus, TRDizin)

6. MIPART: A Partial Decision Tree-Based Method for Multiple-Instance Classification

Balbal K. F.

APPLIED SCIENCES-BASEL , cilt.14, sa.24, 2024 (SCI-Expanded, Scopus)

7. Machine Learning Approaches for Prediction of Alzheimer’s Disease

Balbal K. F.

Journal of Artificial Intelligence and Data Science (JAIDA) , cilt.4, sa.2, ss.110-118, 2024 (Hakemli Dergi)

8. A New Predictive Method for Classification Tasks in Machine Learning: Multi-Class Multi-Label Logistic Model Tree (MMLMT)

Ghasemkhani B., Balbal K. F., Birant D.

Mathematics , cilt.12, sa.18, 2024 (SCI-Expanded, Scopus)

9. A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD)

Ghasemkhani B., Balbal K. F., Birant K. U., Birant D.

ENTROPY , cilt.26, sa.5, ss.1-21, 2024 (SCI-Expanded, Scopus)

10. Improving Turkish Text Sentiment Classification through Task-Specific and Universal Transformations: An Ensemble Data Augmentation Approach

Onan A., Balbal K. F.

IEEE Access , cilt.12, ss.4413-4458, 2024 (SCI-Expanded, Scopus)

11. EVALUATION OF SOLAR POWER FORECASTING USING DEEP LEARNING: A CASE STUDY IN ˙IZMIR, TURKIYE

Balbal K. F., Çelik Ö., İkikardeş S.

Journal of Modern Technology and Engineering , cilt.3, sa.8, ss.165-188, 2023 (Hakemli Dergi) Sürdürülebilir Kalkınma

12. Time Series Forecasting of Solar Energy Production Data Using LSTM

Balbal K. F., Çelik Ö., İkikardeş S.

Journal of Artificial Intelligence and Data Science (JAIDA) , cilt.3, sa.2, ss.116-123, 2023 (Hakemli Dergi) Sürdürülebilir Kalkınma

13. Mobile devices use in analyzing the engineering students attitude towards programming by using a fuzzy logic technique

Ozdemir A., Balbal K. F., Senel B. C.

COMPUTER APPLICATIONS IN ENGINEERING EDUCATION , cilt.29, sa.3, ss.538-549, 2021 (SCI-Expanded, Scopus)

14. Fuzzy logic based performance analysis of educational mobile game for engineering students

Ozdemir A., Balbal K. F.

COMPUTER APPLICATIONS IN ENGINEERING EDUCATION , cilt.28, sa.6, ss.1536-1548, 2020 (SCI-Expanded, SSCI, Scopus)

15. Performance Evaluation of Learning Styles Based on Fuzzy Logic Inference System

Ozdemir A., Alaybeyoglu A., Mulayim N., Balbal K. F.

COMPUTER APPLICATIONS IN ENGINEERING EDUCATION , cilt.24, sa.6, ss.853-865, 2016 (SCI-Expanded, SSCI, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 27

1. Projection Of Artifıcial Intelligence-Based Renewable And Sustainable Energy Research

Özkök S., Çalışkan A., Özkaya M., Balbal K. F.

5. International World Energy Conference, Kayseri, Türkiye, 12 - 13 Aralık 2025, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

2. The Impact Of Llm-Based Ai Agents: Experimental Comparison Between Single And Multi-Agent Ai Structures

Kheıtı A., Balbal K. F.

18. International Conference On Engineering & Natural Sciences, Girne, Kıbrıs (Kktc), 27 - 29 Kasım 2025, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

3. Time Series Forecasting of Solar Energy Production with Deep Learning

Çelik Ö., Balbal K. F., İkikardeş S.

11th International Conference on Time Series and Forecasting, Cartagena, İspanya, 16 Temmuz 2025, (Özet Bildiri) Sürdürülebilir Kalkınma

4. CUSTOMER SATISFACTION CLASSIFICATION USING ENSEMBLE LEARNING ALGORITHMS BASED ON RECURSIVE FEATURE ELIMINATION

BALBAL K. F.

11. INTERNATIONAL EUROPEAN CONFERENCE ON INTERDISCIPLINARY SCIENTIFIC RESEARCH, Lisbon, Portekiz, 20 - 22 Ocak 2025, ss.341-347, (Tam Metin Bildiri)

5. REGRESSION-BASED MODELS FOR PREDICTING HEATING AND COOLING ENERGY REQUIREMENTS IN BUILDINGS

BALBAL K. F.

6. INTERNATIONAL BOĞAZİÇİ SCIENTIFIC RESEARCH CONGRESS, İstanbul, Türkiye, 18 - 19 Ocak 2025, ss.469-477, (Tam Metin Bildiri)

6. EVALUATING THE EFFECTIVENESS OF MACHINE LEARNING MODELS IN FOREST FIRE PREDICTION

BALBAL K. F.

4. BİLSEL INTERNATIONAL SUR SCIENTIFIC RESEARCHES CONGRESS, Diyarbakır, Türkiye, 21 Aralık 2024, (Tam Metin Bildiri)

7. Deep Learning Models Designed for Solar Power Forecasting

ÇELİK Ö., BALBAL K. F., İKİKARDEŞ S.

The 3rd International Conference on Applied Mathematics in Engineering (ICAME’24), Balıkesir, Türkiye, 26 - 28 Haziran 2024, ss.152, (Özet Bildiri)

8. The Effect of Feature on Movie Recommendation Methods

Yağcı B., Balbal K. F., Kuruoğlu Kandemir E.

4 th International Artificial Intelligence and Data Science Congress, İzmir, Türkiye, 14 - 15 Mart 2024, ss.26, (Özet Bildiri)

9. LSTM-BASED SOLAR POWER FORECASTING

Balbal K. F., İkikardeş S., Çelik Ö.

INTERNATIONAL ANKARA CONGRESS ON MULTIDISCIPLINARY STUDIES-VI, Ankara, Türkiye, 13 - 14 Ekim 2023, ss.1444-1445, (Özet Bildiri) Sürdürülebilir Kalkınma

10. Machine Learning Based Heart Failure Diagnosis

İşler E., Gavaş R., Balbal K. F.

III. International Artificial Intelligence And Data Science Congress (ICADA'23), İzmir, Türkiye, 28 Temmuz 2023, ss.7, (Özet Bildiri)

11. MAKİNE ÖĞRENMESİ YÖNTEMLERİ İLE TUTUMUNTAHMİN EDİLMESİ

Balbal K. F.

2nd International Conference on Artificial Intelligence and Data Science, İzmir, Türkiye, 17 Haziran 2022, ss.50-53, (Tam Metin Bildiri)

12. TUTUMUN BULANIK MANTIK VE KLASİK MANTIK YÖNTEMLERİYLE DEĞERLENDİRİLİP KARŞILAŞTIRILMASI

ÖZDEMİR A., BALBAL K. F.

3rd INTERNATIONAL BILTEK CONFERENCE ON SCIENCE, TECHNOLOGY & CURRENT DEVELOPMENTS IN SOCIAL SCIENCES, Adana, Türkiye, 19 Haziran 2020, (Tam Metin Bildiri)

13. A DESIGN OF FUZZY LOGIC-BASED ATTITUDE DETERMINATİON SYSTEM

Özdemir A., Alaybeyoğlu A., Balbal K. F.

International Conference on Mathematics and Mathematics Education (ICMME 2019), Konya, Türkiye, 11 - 13 Temmuz 2019, ss.205-206, (Özet Bildiri)

14. ANALYSIS OF GRADUATE THESIS MADE IN TURKEY ON MOBILE APPLICATIONS

ÖZDEMİR A., ALAYBEYOĞLU SOY A., BALBAL K. F.

International Conference on Mathematics and Mathematics Education (ICMME 2019), Konya, Türkiye, 11 - 13 Temmuz 2019, (Özet Bildiri)

15. EĞİTİMDE MOBİL UYGULAMALAR

ÖZDEMİR A., ALAYBEYOĞLU SOY A., BALBAL K. F.

VIII. International Congress on Research in Education (ICRE), Manisa, Türkiye, 09 Mayıs 2018, ss.68, (Özet Bildiri)

16. EĞİTSEL MOBİL UYGULAMA TASARIMI

ÖZDEMİR A., BALBAL K. F.

2nd International Students Science Congress, İzmir, Türkiye, 04 Mayıs 2018, ss.36-39, (Tam Metin Bildiri)

17. FUZZY LOGIC APPLICATIONS IN THE FIELD OF EDUCATION

ÖZDEMİR A., ALAYBEYOĞLU SOY A., BALBAL K. F.

International Conference on Education in Mathematics, Science & Technology (ICEMST), MARMARİS, Türkiye, 28 Nisan 2018, ss.116, (Özet Bildiri)

18. DETERMINATION OF ATTITUDES OF ENGINEERING STUDENTS TOWARDS MOBILE LEARNING

ÖZDEMİR A., ALAYBEYOĞLU SOY A., BALBAL K. F.

International Conference on Education in Mathematics, Science & Technology (ICEMST), MARMARİS, Türkiye, 28 Nisan 2018, ss.117, (Özet Bildiri)

19. A DESIGN OF ANDROID BASED CHECK-LIST FOR INCREASING FLIGHT SAFETY AND REDUCING AIRCRAFT ACCIDENTS

ALAYBEYOĞLU SOY A., ÖZDEMİR A., İNCEKAŞ H., BALBAL K. F.

International Conference on Research in Education and Science (ICRES), KUŞADASI, Türkiye, 18 Mayıs 2017, ss.801-806, (Tam Metin Bildiri)

20. A DESIGN OF IMAGE COMPRESSION SYSTEM FOR MOBILE DEVICES,

ALAYBEYOĞLU SOY A., ÖZDEMİR A., GÜNGÖR Ö., BALBAL K. F.

International Conference on Research in Education and Science (ICRES), KUŞADASI, Türkiye, 18 Mayıs 2017, (Tam Metin Bildiri)

21. A FUZZY LOGIC APPROACH FOR BORDER SECURITY

YAŞAR F. G., ALAYBEYOĞLU SOY A., ÖZDEMİR A., BALBAL K. F.

International Conference on Research in Education and Science (ICRES), 2016, BODRUM, Türkiye, 19 Mayıs 2016, ss.68-75, (Tam Metin Bildiri)

22. FUZZY LOGIC BASED MCCARTHY LEARNING STYLE INFERENCE SYSTEM

BALBAL K. F., MÜLAYİM N., ÖZDEMİR A., ALAYBEYOĞLU SOY A.

International Conference on Education in Mathematics, Science & Technology (ICEMST), BODRUM, Türkiye, 19 Mayıs 2016, ss.657-664, (Tam Metin Bildiri)

23. A LEARNING STYLE INFERENCE SYSTEM BASED ON FUZZY LOGIC TECHNIQUE

UYSAL M., BALBAL K. F., MÜLAYİM N., ÖZDEMİR A., ALAYBEYOĞLU SOY A.

International Conference on Education in Mathematics, Science & Technology (ICEMST) 2016, BODRUM, Türkiye, 19 - 22 Mayıs 2016, ss.665-672, (Tam Metin Bildiri)