Prof. Dr. TUĞBA TAŞKAYA TEMİZEL

Makaleler 26

1. People and Management Debt in ML-Integrated Software Projects: Structuring Industry Insights

Dayan-Akman P., Özcan Top Ö., Temizel T. T.

IEEE ACCESS , cilt.13, ss.137012-137032, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

2. Predictive Video Analytics in Online Courses: A Systematic Literature Review

Yürüm O. R., TAŞKAYA TEMİZEL T., YILDIRIM İ. S.

Technology, Knowledge and Learning , cilt.29, sa.4, ss.1907-1937, 2024 (ESCI, Scopus)

3. Identification of Land Use Mix Using Point-Based Geospatial Data in Urban Areas

AKYOL M. A., TAŞKAYA TEMİZEL T., Duzgun S., BAYKAL N.

Applied Sciences (Switzerland) , cilt.14, sa.16, 2024 (SCI-Expanded, Scopus)

4. Reproducible machine learning research in mental workload classification using EEG

Demirezen G., TAŞKAYA TEMİZEL T., Brouwer A.

Frontiers in Neuroergonomics , cilt.5, 2024 (ESCI, Scopus)

5. The use of video clickstream data to predict university students' test performance: A comprehensive educational data mining approach

Yurum O. R., Taşkaya Temizel T., Yıldırım I. S.

EDUCATION AND INFORMATION TECHNOLOGIES , cilt.28, sa.5, ss.5209-5240, 2023 (SSCI, Scopus)

6. An intervention framework for developing interactive video lectures based on video clickstream behavior: a quasi-experimental evaluation

Yurum O. R., Yildirim S., Taşkaya Temizel T.

INTERACTIVE LEARNING ENVIRONMENTS , cilt.31, sa.10, ss.6611-6626, 2023 (SSCI, Scopus)

7. PToPI: A Comprehensive Review, Analysis, and Knowledge Representation of Binary Classification Performance Measures/Metrics

Canbek G., Taşkaya Temizel T., Sağıroğlu Ş.

SN Computer Science , cilt.4, sa.1, 2023 (Scopus)

8. Quality assessment of web-based information on type 2 diabetes

Olcer D., Taşkaya Temizel T.

ONLINE INFORMATION REVIEW , cilt.46, sa.4, ss.715-732, 2022 (SCI-Expanded) Sürdürülebilir Kalkınma

9. A Machine Learning Ensembling Approach to Predicting Transfer Values

Aydemir A. E., Temizel T. T., Temizel A.

SN Computer Science , cilt.3, sa.201, 2022 (Scopus)

10. BenchMetrics: a systematic benchmarking method for binary classification performance metrics

Canbek G., Taşkaya Temizel T., Sağıroğlu Ş.

NEURAL COMPUTING & APPLICATIONS , cilt.33, sa.21, ss.14623-14650, 2021 (SCI-Expanded, Scopus)

11. Designing Robust Models for Behaviour Prediction Using Sparse Data from Mobile Sensing

Çavdar Ş., Taşkaya Temizel T., Mehrotra A., Mirco M., Tino P.

ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE , cilt.2, sa.4, ss.1-33, 2021 (Scopus)

12. A Dimension Reduction Approach to Player Rankings in European Football

Aydemir A. E., Taşkaya Temizel T., Temizel A., Preshlenov K., Strahinov D.

IEEE ACCESS , cilt.9, ss.119503-119519, 2021 (SCI-Expanded, Scopus)

13. Sosyal Fayda için Büyük Veri Analizi: Suriyeli Mülteciler için bir Durum Çalışması

AKYOL M. A., KILIÇ Ö. O., TAŞKAYA TEMİZEL T., AYDINOĞLU A. U., SÜRER E.

TSE Standard Dergisi , 2019 (Hakemsiz Dergi) Sürdürülebilir Kalkınma

14. The Impact of Motivation and Personality on Academic Performance in Online and Blended Learning Environments

Alkış N., Taşkaya Temizel T.

EDUCATIONAL TECHNOLOGY & SOCIETY , cilt.21, ss.35-47, 2018 (SSCI, Scopus)

15. A Non-Parametric Algorithm for Discovering Triggering Patterns of Spatio-Temporal Event Types

Batu B. B., Temizel T., Duzgun H. S.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING , cilt.29, sa.12, ss.2629-2642, 2017 (SCI-Expanded, Scopus)

16. What installed mobile applications tell about their owners and how they affect users' download behavior

ÜNAL P., Temizel T., EREN P. E.

TELEMATICS AND INFORMATICS , cilt.34, sa.7, ss.1153-1165, 2017 (SSCI, Scopus)

17. Density aware anomaly detection in crowded scenes

GÜNDÜZ A. E., ÖNGÜN C., Temizel T., TEMİZEL A.

IET COMPUTER VISION , cilt.10, sa.5, ss.374-381, 2016 (SCI-Expanded, Scopus)

18. Real-time multi-camera video analytics system on GPU

Güler P., Emeksiz D., Temizel A., Teke M., Temizel T.

JOURNAL OF REAL-TIME IMAGE PROCESSING , cilt.11, sa.3, ss.457-472, 2016 (SCI-Expanded, Scopus)

19. The impact of individual differences on influence strategies

Alkiş N., Temizel T.

PERSONALITY AND INDIVIDUAL DIFFERENCES , cilt.87, ss.147-152, 2015 (SSCI, Scopus)

20. A Bayesian Estimation Framework for Pharmacogenomics Driven Warfarin Dosing: A Comparative Study

Oztaner S. M., Temizel T., Erdem S. R., ÖZER M.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS , cilt.19, sa.5, ss.1724-1733, 2015 (SCI-Expanded, Scopus)

21. A framework for automatic information quality ranking of diabetes websites

Saglam R. B., Temizel T.

INFORMATICS FOR HEALTH & SOCIAL CARE , cilt.40, sa.1, ss.45-66, 2015 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

22. Automatic information timeliness assessment of diabetes web sites by evidence based medicine

SAGLAM R. B., Temizel T.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE , cilt.117, sa.2, ss.104-113, 2014 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

23. A Framework to Detect Disguised Missing Data

Belen R., TAŞKAYA TEMİZEL T.

KNOWLEDGE DISCOVERY PRACTICES AND EMERGING APPLICATIONS OF DATA MINING: TRENDS AND NEW DOMAINS , ss.1-22, 2011 (SCI-Expanded)

24. A comparative study of autoregressive neural network hybrids

Taskaya-Temizel T., CASEY M.

NEURAL NETWORKS , cilt.18, ss.781-789, 2005 (SCI-Expanded, Scopus)

25. Pre-processing inputs for optimally-configured time-delay neural networks

TAŞKAYA TEMİZEL T., Casey M., Ahmad K.

ELECTRONICS LETTERS , cilt.41, sa.4, ss.198-200, 2005 (SCI-Expanded, Scopus)

26. Interactive visual user interfaces: A survey

Murtagh F., TAŞKAYA TEMİZEL T., Contreras P., Mothe J., Englmeier K.

ARTIFICIAL INTELLIGENCE REVIEW , cilt.19, sa.4, ss.263-283, 2003 (SCI-Expanded, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 44

1. Feature Distribution-Based Touch Biometrics Using CNN and Siamese Networks

Gündüz G., KAPLAN M., TAŞKAYA TEMİZEL T.

2025 IEEE International Workshop on Biometrics And Forensics, IWBF 2025, Munich, Almanya, 24 - 25 Nisan 2025, (Tam Metin Bildiri)

2. Aligning Data Debt with AI-Integrated Software Project Lifecycle Processes: A Standard-Based Mapping Approach

Akgül N. Y., Taşkaya Temizel T., Özcan Top Ö., Akman P. D.

8th IEEE/ACM International Conference on Technical Debt, TechDebt 2025, Ottawa, Kanada, 27 - 28 Nisan 2025, ss.1-11, (Tam Metin Bildiri)

3. Post-Inference Guided Transformer for Anomaly Interval Localization in Multivariate Time Series

Uzuntürk G., TAŞKAYA TEMİZEL T.

35th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2025, İstanbul, Türkiye, 31 Ağustos - 03 Eylül 2025, (Tam Metin Bildiri)

4. Low-Level Hardware Requirement Classification Using Large Language Models: Challenges, Insights, and Future Directions for Embedded Control Systems

Uyar E. B., Gürsoy A. E., Gökçe C., TAŞKAYA TEMİZEL T.

Joint of REFSQ 2025 Workshops, Doctoral Symposium, Posters and Tools Track, and Education and Training Track, REFSQ 2025, Barcelona, İspanya, 7 - 10 Nisan 2025, cilt.3959, (Tam Metin Bildiri)

5. Analyzing Socioeconomic Status through Culinary Ingredients: A Large-Scale Study of Pita and Pizza Dishes

Kilic O., TAŞKAYA TEMİZEL T.

40th IEEE International Conference on Data Engineering Workshops, ICDEW 2024, Utrecht, Hollanda, 13 - 16 Mayıs 2024, ss.5-12, (Tam Metin Bildiri)

6. Harnessing Large Language Models for Automatic Evaluation of Mobile Health Applications Based on Persuasive System Design Principles and Mobile Application Rating Scale

Afşin Y., TAŞKAYA TEMİZEL T.

19th International Conference on Persuasive Technology, PERSUASIVE 2024, Wollongong, Avustralya, 10 - 12 Nisan 2024, cilt.14636 LNCS, ss.1-14, (Tam Metin Bildiri)

7. HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs

Uluoglakci C., TAŞKAYA TEMİZEL T.

18th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2024 - Student Research Workshop, SRW 2024, St. Julian's, Malta, 21 - 22 Mart 2024, ss.95-136, (Tam Metin Bildiri)

8. A FACT EXTRACTION AND VERIFICATION FRAMEWORK FOR SOCIAL MEDIA POSTS ON COVID-19

Temiz O., TAŞKAYA TEMİZEL T.

3rd Workshop on Reducing Online Misinformation through Credible Information Retrieval, ROMCIR 2023, Dublin, İrlanda, 02 Nisan 2023, cilt.3406, ss.51-79, (Tam Metin Bildiri)

9. Accuracy Barrier (ACCBAR): A novel performance indicator for binary classification

Canbek G., Taşkaya Temizel T., Sağiroğlu Ş.

15th International Conference on Information Security and Cryptography, ISCTURKEY 2022, Ankara, Türkiye, 19 - 20 Ekim 2022, ss.92-97, (Tam Metin Bildiri)

10. TasKar: A Research and Education Tool for Calculation and Representation of Binary Classification Performance Instruments

CANBEK G., TAŞKAYA TEMİZEL T., SAĞIROĞLU Ş.

International Conference on Computer Science and Engineering (UBMK), Türkiye, 2 - 03 Aralık 2021, (Tam Metin Bildiri)

11. A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach

Temiz O., Kiliç Ö. O., Kizildağ A. O., Taşkaya Temizel T.

FEVER 2021 - Fact Extraction and VERification, Proceedings of the 4th Workshop, 10 Kasım 2021, ss.113-120, (Tam Metin Bildiri)

12. A Multi-perspective Analysis of Social Context and Personal Factors in Office Settings for the Design of an Effective Mobile Notification System

ÇAVDAR Ş., TAŞKAYA TEMİZEL T., Musolesi M., Tino P.

Interactive, Mobile, Wearable and Ubiquitous Technologies (UbiComp), Cancun, Meksika, 12 - 16 Eylül 2020, cilt.4, ss.1-38, (Tam Metin Bildiri)

13. CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting

Ertuğrul A. M., Lin Y. R., Taşkaya Temizel T.

ECML -PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases), Würzburg, Almanya, 16 - 20 Eylül 2019, (Tam Metin Bildiri)

14. Data Analytics without Borders: Multi-Layered Insights for Syrian Refugee Crisis

KILIÇ Ö. O., AKYOL M. A., ışık o., GÜNEL KILIÇ B., AYDINOĞLU A. U., SÜRER E., et al.

Data for Refugees Challenge Workshop, İstanbul, Türkiye, 21 Ocak 2019, ss.19-46, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

15. New Techniques in Profiling Big Datasets for Machine Learning with a Concise Review of Android Mobile Malware Datasets

CANBEK G., SAĞIROĞLU Ş., TAŞKAYA TEMİZEL T.

International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism, 3 - 04 Aralık 2018, (Tam Metin Bildiri)

16. The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples

Gündüz A. E., Temizel A., Taşkaya Temizel T.

GPU Technology Conference, Munich, Almanya, 9 - 11 Ekim 2018, (Özet Bildiri)

17. How Clickable Are Your Food Photos?

KUMDAKÇI h., TAŞKAYA TEMİZEL T., TEMİZEL A.

GPU Technology Conference, Munich, Almanya, 9 - 11 Ekim 2018, (Özet Bildiri)

18. Forecasting Heroin Overdose Occurrences from Crime Incidents

ERTUĞRUL A. M., LİN Y., MAİR C., TAŞKAYA TEMİZEL T.

International Conference on Social Computing, Behavioral-Cultural Modeling, Prediction and Behavior Representation in Modeling and Simulation (SBP-BRIMS), 10 - 13 Temmuz 2018, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

19. Binary Classification Performance Measures/Metrics: A Comprehensive Visualized Roadmap to Gain New Insights

Canbek G., SAĞIROĞLU Ş., TAŞKAYA TEMİZEL T., BAYKAL N.

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.821-826, (Tam Metin Bildiri)

20. Exploring behavior change features for mobile workout applications

ÜNAL P., Cavdar S. K., Temizel T., EREN P. E., IYENGAR S.

14th International Conference on Mobile Web and Intelligent Information Systems, MobiWIS 2017, Prague, Çek Cumhuriyeti, 21 - 23 Ağustos 2017, ss.45-53, (Tam Metin Bildiri)

21. The Impacts of Persuasive Messages on Students Motivation and Learning Management System Use

ALKIŞ N., TAŞKAYA TEMİZEL T.

Proceedings of ICERI2016 Conference, 14 - 16 Kasım 2016, (Tam Metin Bildiri)

22. UBDroid Kullanıcı Davranış Analizi için Akıllı Telefon Uygulamaları Kullanım İzleme Aracı

ÇAVDAR Ş., AKKURT E., ÇAVDAR D., TEMİZEL A., TAŞKAYA TEMİZEL T.

10. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS), Çanakkale, Türkiye, 24 - 26 Ekim 2016, cilt.0, (Tam Metin Bildiri)

23. Impact of individual differences on the use of mobile phones and applications

ÜNAL P., Temizel T. T., Erhan Eren P.

13th International Conference on Mobile Web and Intelligent Information Systems, MobiWIS 2016, Vienna, Avusturya, 22 - 24 Ağustos 2016, ss.379-392, (Tam Metin Bildiri)

24. Analyzing the effects of the personality traits on the success of online collaborative groups

Kucukozer-Cavdar S., Taskaya-Temizel T.

2nd International Conference on Higher Education Advances (HEAd), Valencia, İspanya, 21 - 23 Haziran 2016, cilt.228, ss.383-389, (Tam Metin Bildiri)

25. Bilgi İşçilerinin İş Saatlerinde Basit Dinlenme Molaları Vermesini Etkileyen Faktörleri İncelemek için Bir Çerçeve

ÇAVDAR Ş., TAŞKAYA TEMİZEL T.

8th International Conference on Occupational Safety & Health, Türkiye, 8 - 11 Mayıs 2016, (Tam Metin Bildiri)

26. A Study on User Perception of Mobile Commerce for Android and iOS Device Users

ÜNAL P., TAŞKAYA TEMİZEL T., EREN P. E.

12th International Conference on Mobile Web and Intelligent Information Systems, Roma, 24 - 26 Ağustos 2015, cilt.9228, ss.63-73, (Tam Metin Bildiri)

27. On Inference of Sense of Place from Geo Social Networks

ÖZ B. K., TAŞKAYA TEMİZEL T.

9.International AAAI Conference on Web and Social Media, Oxford, Birleşik Krallık, 26 - 29 Mayıs 2015, (Tam Metin Bildiri)

28. Pedestrian zone anomaly detection by non-parametric temporal modelling

Gündüz A. E., Taşkaya Temizel T., Temizel A.

Advanced Video and Signal Based Surveillance (AVSS), Seoul, Güney Kore, 26 - 29 Ağustos 2014, (Tam Metin Bildiri)

29. Local Anomaly Detection in Crowded Scenes Using Finite-Time Lyapunov Exponent Based Clustering

Öngün C., Temizel A., Taşkaya Temizel T.

11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Seoul, Güney Kore, 26 - 29 Ağustos 2014, ss.331-336, (Tam Metin Bildiri)

30. A SOAP-Based Social Traffic Network System for Smart Phone Users

Peker S., Gurbuz O., TAŞKAYA TEMİZEL T.

IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Alberobello, İtalya, 23 - 25 Haziran 2014, ss.293-298, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

31. An Exploratory Study on the Outcomes of Influence Strategiesin Mobile Application Recommendations

ÜNAL P., TAŞKAYA TEMİZEL T., EREN P. E.

Second International Workshop on Behavior Change Support Systems(BCSS2014), Padua, İtalya, 22 - 23 Mayıs 2014, ss.27-40, (Tam Metin Bildiri)

32. DENSITY ESTIMATION IN CROWD VIDEOS

Gunduz A. E., Taşkaya Temizel T., Temizel A.

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.822-825, (Tam Metin Bildiri)

33. Clustering of Local Behaviour in Crowd Videos

Öngün C., Temizel A., Taşkaya Temizel T.

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.818-821, (Tam Metin Bildiri)

34. Real-time global anomaly detection for crowd video surveillance using SIFT

Güler P., Taşkaya Temizel T., Temizel A.

International Conference on Imaging for Crime Detection and Prevention (ICDP 2013), London, Birleşik Krallık, 16 - 17 Aralık 2013, (Tam Metin Bildiri)

35. An Unsupervised Method for Anomaly Detection from Crowd Videos

Guler P., Temizel A., Temizel T.

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013, (Tam Metin Bildiri)

36. Feature Detection and Tracking for Extraction of Crowd Dynamics

Gunduz A. E., Temizel A., Temizel T.

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013, (Tam Metin Bildiri)

37. A Hadoop solution for ballistic image analysis and recognition

KOCAKULAK H., TAŞKAYA TEMİZEL T.

International Conference on High Performance and Simulation (HPCS), İstanbul, Türkiye, 4 - 08 Temmuz 2011, ss.836-842, (Tam Metin Bildiri)

38. Person Name Extraction From Turkish Financial News Text Using Local Grammar-Based Approach

Bayraktar O., TAŞKAYA TEMİZEL T.

23rd International Symposium on Computer and Information Sciences, İstanbul, Türkiye, 27 - 29 Ekim 2008, ss.225-228, (Tam Metin Bildiri)

39. The effect of data set characteristics on the choice of clustering validity index type

TAŞKAYA TEMİZEL T., Mizani M. A., Inkaya T., Yucebas S. C.

22nd International Symposium on Computer and Information Sciences, Ankara, Türkiye, 7 - 09 Kasım 2007, ss.168-169, (Tam Metin Bildiri)

40. The mood of the (financial) markets: In a corpus of words and of pictures

Ahmad K., Cheng D., TAŞKAYA TEMİZEL T., Ahmad S., Gillam L., Manomaisupat P., et al.

Corpus Linguistics 2003 Conference, Lancaster, Birleşik Krallık, 28 - 31 Mart 2003, ss.17-19, (Tam Metin Bildiri)

41. Configuration of Neural Networks for the Analysis of Seasonal Time Series

TAŞKAYA TEMİZEL T., CASEY M.

International Conference on Advances in Pattern Recognition (ICAPR), Bath, Birleşik Krallık, 22 - 25 Ağustos 2005, ss.297-304, (Tam Metin Bildiri)

42. Are ARIMA neural network hybrids better than single models?

TAŞKAYA TEMİZEL T., Ahmad K.

IEEE International Joint Conference on Neural Networks (IJCNN 2005), Montreal, Kanada, 31 Temmuz - 04 Ağustos 2005, ss.3192-3197, (Tam Metin Bildiri)

43. Summarizing Time Series Learning Patterns in Volatile Series

AHMAD S., TAŞKAYA TEMİZEL T., AHMAD K.

5th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2004), Lecture Notes in Computer Science 3177, Exeter, Birleşik Krallık, 25 - 27 Ağustos 2004, ss.523-532, (Tam Metin Bildiri)

44. Bimodal visualisation: A financial trading case study

TAŞKAYA TEMİZEL T., Ahmad K.

7th International Conference on Information Visualization (IV 2003), London, Kanada, 16 - 18 Temmuz 2003, ss.320-326, (Tam Metin Bildiri)

Kitaplar 5

Diğer Yayınlar 2

1. Sosyal Fayda için Büyük Veri Analizi: Suriyeli Mülteciler için bir Durum Çalışması

Akyol M. A., Kılıç Ö. O., Taşkaya Temizel T., Aydınoğlu A. U., Sürer E.

Diğer, ss.34-41, 2019 Sürdürülebilir Kalkınma

2. The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples

Temizel A., Taşkaya Temizel T., Aydemir A. E.

Teknik Rapor, ss.1-4, 2018

Metrikler

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

532

H-İndeks (WoS)

Atıf (Scopus)

676

H-İndeks (Scopus)

Atıf (Scholar)

1701

H-İndeks (Scholar)

Atıf (TrDizin)

H-İndeks (TrDizin)

Atıf (Diğer Toplam)

Proje

Tez Danışmanlığı

Açık Erişim

BM Sürdürülebilir Kalkınma Amaçları

Yayınlar & Eserler