Yayınlar & Eserler

Yayın Ağı
Makaleler 15
Tümü (15)
SCI-E, SSCI, AHCI (11)
SCI-E, SSCI, AHCI, ESCI (13)
ESCI (2)
Scopus (13)
TRDizin (3)
Diğer Yayınlar (1)

1. From motion to meaning: understanding students' seating preferences in libraries through PIR-enabled machine learning and explainable AI

İZMİR TUNAHAN G., TÜYSÜZOĞLU G., Altamirano H.
FRONTIERS IN PSYCHOLOGY , cilt.16, 2025 (SSCI) identifier identifier identifier

2. A Novel Reduced Error Pruning Tree Forest with Time-Based Missing Data Imputation (REPTF-TMDI) for Traffic Flow Prediction

DOĞAN Y., TÜYSÜZOĞLU G., Kiyak E. O., Ghasemkhani B., BİRANT K. U., UTKU S., et al.
CMES - Computer Modeling in Engineering and Sciences , cilt.144, sa.2, ss.1677-1715, 2025 (SCI-Expanded) Sürdürülebilir Kalkınma identifier identifier

3. An Innovative Hybrid Machine Learning Approach for Student Survey Analysis: Random Tree With Ordinal Noise Filtering and Feature Selection (RTONF)

TÜYSÜZOĞLU G., DOĞAN Y., DALKILIÇ F., Kiyak E. O., Ghasemkhani B., BİRANT K. U., et al.
IEEE ACCESS , cilt.13, ss.167798-167822, 2025 (SCI-Expanded) identifier identifier

4. Joint Tomek Links (JTL): An Innovative Approach to Noise Reduction for Enhanced Classification Performance

TÜYSÜZOĞLU G., DOĞAN Y., Kiyak E. O., Ersahin M., Ghasemkhani B., BİRANT K. U., et al.
IEEE ACCESS , cilt.13, ss.123059-123082, 2025 (SCI-Expanded) identifier identifier

5. Predicting glioma grades: integrating clinical and molecular data with machine learning and explainable AI

TÜYSÜZOĞLU G., Tokmak Ö. K.
International Journal of Intelligent Engineering Informatics , cilt.12, sa.4, ss.513-541, 2024 (ESCI) identifier identifier

6. Partial Decision Tree Forest: A Machine Learning Model for the Geosciences

Kiyak E. O., TÜYSÜZOĞLU G., BİRANT D.
MINERALS , cilt.13, sa.6, 2023 (SCI-Expanded, Scopus) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

7. Rainfall Prediction Using an Ensemble Machine Learning Model Based on K-Stars

TÜYSÜZOĞLU G., BİRANT K. U., BİRANT D.
SUSTAINABILITY , cilt.15, sa.7, 2023 (SCI-Expanded, SSCI, Scopus) Sürdürülebilir Kalkınma identifier identifier

8. Soil Temperature Prediction via Self-Training: Izmir Case

TÜYSÜZOĞLU G., BİRANT D., Kiranoglu V.
JOURNAL OF AGRICULTURAL SCIENCES-TARIM BILIMLERI DERGISI , cilt.28, sa.1, ss.47-62, 2022 (SCI-Expanded, Scopus, TRDizin) identifier identifier identifier

9. Multi-view multi-depth soil temperature prediction (MV-MD-STP): a new approach using machine learning and time series methods

TÜYSÜZOĞLU G., BİRANT D., Kiranoglu V.
INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING INFORMATICS , cilt.10, sa.1, ss.74-104, 2022 (ESCI, Scopus) identifier identifier

10. Temporal bagging: a new method for time-based ensemble learning

Tüysüzoğlu G., Birant D., Kiranoglu V.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.30, sa.1, ss.279-294, 2022 (SCI-Expanded, Scopus, TRDizin) identifier identifier

11. Prediction of Crime Occurrence in case of Scarcity of Labeled Data

Kıranoğlu V., Tüysüzoğlu G., Öztürk Kıyak E.
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi , cilt.23, sa.68, ss.677-687, 2020 (Hakemli Dergi) Sürdürülebilir Kalkınma

12. Enhanced Bagging (eBagging): A Novel Approach for Ensemble Learning

Tüysüzoğlu G., Birant D.
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY , cilt.17, sa.4, ss.515-528, 2020 (SCI-Expanded, Scopus) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

13. Majority Voting Based Multi-Task Clustering of Air Quality Monitoring Network in Turkey

Tüysüzoğlu G., Birant D., Pala A.
APPLIED SCIENCES-BASEL , cilt.9, sa.8, 2019 (SCI-Expanded, Scopus) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

14. A Hybrid Movie Recommendation System Using Graph-Based Approach

Tüysüzoğlu G., Işık Z.
International Journal of Computing Academic Research , cilt.7, sa.2, ss.29-37, 2018 (Hakemli Dergi)

15. Sparse coding based classifier ensembles in supervised and active learning scenarios for data classification

Tüysüzoğlu G., Yaslan Y.
EXPERT SYSTEMS WITH APPLICATIONS , cilt.91, ss.364-373, 2018 (SCI-Expanded) identifier identifier
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 6

1. Classification of Air Quality Network based on Meteorological and Pollutant Factors

Tüysüzoğlu G., Birant D., Kut A., Pala A.
2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Türkiye, 26 - 27 Haziran 2020, ss.128-133, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

2. Comparison of Different Clustering Fnsembles by Solution Selection Strategy

Tuysuzglu G., Birant D.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.67-72, (Tam Metin Bildiri) identifier identifier

3. Biomedical Data Classification Using Supervised Classifiers and Ensemble Based Dictionaries

Tüysüzoğlu G., Yaslan Y.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri) identifier identifier

4. Ensemble based classifiers using dictionary learning

Tüysüzoğlu G., Moarref N., Yaslan Y.
Systems, Signals and Image Processing (IWSSIP), Bratislava, Slovakya, 23 - 25 Mayıs 2016, (Tam Metin Bildiri)

5. Data classification using sparse coding based active learning

Tüysüzoğlu G., Yaslan Y.
24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, (Tam Metin Bildiri) identifier

6. Analysing graduation project rubrics using machine learning techniques

Tüysüzoğlu G., Moarref N., Çataltepe Z., Tosun A., Yaslan Y.
Computer Science Education (ICCSE), 2015 10th International Conference, Cambridge, Kanada, 22 - 24 Temmuz 2015, ss.19-24, (Tam Metin Bildiri) identifier
Kitaplar 2

1. Air Pollution Monitoring in Intelligent Cities Using Weighted Association Rule Mining

Tüysüzoğlu G., Birant D.
Developing and Monitoring Smart Environments for Intelligent Cities, Zaigham Mahmood, Editör, IGI Global, Pennsylvania, ss.171-197, 2021

2. Ensemble Methods in Environmental Data Mining

Tüysüzoğlu G., Birant D., Pala A.
Data Mining, Ciza Thomas, Editör, IntechOpen, London, ss.1-16, 2018
Metrikler

Yayın

23

Yayın (WoS)

18

Yayın (Scopus)

16

Atıf (WoS)

94

H-İndeks (WoS)

5

Atıf (Scopus)

117

H-İndeks (Scopus)

5

Atıf (Scholar)

217

H-İndeks (Scholar)

8

Atıf (Sobiad)

8

H-İndeks (Sobiad)

2

Atıf (Diğer Toplam)

7

Proje

1

Açık Erişim

3
BM Sürdürülebilir Kalkınma Amaçları