Prof. TUĞBA TAŞKAYA TEMİZEL

Articles 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 , vol.13, pp.137012-137032, 2025 (SCI-Expanded, Scopus) Sustainable Development

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

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

Technology, Knowledge and Learning , vol.29, no.4, pp.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) , vol.14, no.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 , vol.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 , vol.28, no.5, pp.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 , vol.31, no.10, pp.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 , vol.4, no.1, 2023 (Scopus)

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

Olcer D., Taşkaya Temizel T.

ONLINE INFORMATION REVIEW , vol.46, no.4, pp.715-732, 2022 (SCI-Expanded) Sustainable Development

9. A Machine Learning Ensembling Approach to Predicting Transfer Values

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

SN Computer Science , vol.3, no.201, 2022 (Scopus)

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

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

NEURAL COMPUTING & APPLICATIONS , vol.33, no.21, pp.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 , vol.2, no.4, pp.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 , vol.9, pp.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 (Non Peer-Reviewed Journal) Sustainable Development

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

Alkış N., Taşkaya Temizel T.

EDUCATIONAL TECHNOLOGY & SOCIETY , vol.21, pp.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 , vol.29, no.12, pp.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 , vol.34, no.7, pp.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 , vol.10, no.5, pp.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 , vol.11, no.3, pp.457-472, 2016 (SCI-Expanded, Scopus)

19. The impact of individual differences on influence strategies

Alkiş N., Temizel T.

PERSONALITY AND INDIVIDUAL DIFFERENCES , vol.87, pp.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 , vol.19, no.5, pp.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 , vol.40, no.1, pp.45-66, 2015 (SCI-Expanded, Scopus) Sustainable Development

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

SAGLAM R. B., Temizel T.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE , vol.117, no.2, pp.104-113, 2014 (SCI-Expanded, Scopus) Sustainable Development

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 , pp.1-22, 2011 (SCI-Expanded)

24. A comparative study of autoregressive neural network hybrids

Taskaya-Temizel T., CASEY M.

NEURAL NETWORKS , vol.18, pp.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 , vol.41, no.4, pp.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 , vol.19, no.4, pp.263-283, 2003 (SCI-Expanded, Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences 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, Germany, 24 - 25 April 2025, (Full Text)

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, Canada, 27 - 28 April 2025, pp.1-11, (Full Text)

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, Turkey, 31 August - 03 September 2025, (Full Text)

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, Spain, 7 - 10 April 2025, vol.3959, (Full Text)

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, Netherlands, 13 - 16 May 2024, pp.5-12, (Full Text)

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, Australia, 10 - 12 April 2024, vol.14636 LNCS, pp.1-14, (Full Text)

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 March 2024, pp.95-136, (Full Text)

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, Ireland, 02 April 2023, vol.3406, pp.51-79, (Full Text)

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, Turkey, 19 - 20 October 2022, pp.92-97, (Full Text)

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), Turkey, 2 - 03 December 2021, (Full Text)

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 November 2021, pp.113-120, (Full Text)

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, Mexico, 12 - 16 September 2020, vol.4, pp.1-38, (Full Text)

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, Germany, 16 - 20 September 2019, (Full Text)

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, Turkey, 21 January 2019, pp.19-46, (Full Text) Sustainable Development

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 December 2018, (Full Text)

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, Germany, 9 - 11 October 2018, (Summary Text)

17. How Clickable Are Your Food Photos?

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

GPU Technology Conference, Munich, Germany, 9 - 11 October 2018, (Summary Text)

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 July 2018, (Full Text) Sustainable Development

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, Turkey, 5 - 08 October 2017, pp.821-826, (Full Text)

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, Czech Republic, 21 - 23 August 2017, pp.45-53, (Full Text)

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 November 2016, (Full Text)

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, Turkey, 24 - 26 October 2016, vol.0, (Full Text)

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, Austria, 22 - 24 August 2016, pp.379-392, (Full Text)

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, Spain, 21 - 23 June 2016, vol.228, pp.383-389, (Full Text)

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, Turkey, 8 - 11 May 2016, (Full Text)

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 August 2015, vol.9228, pp.63-73, (Full Text)

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, United Kingdom, 26 - 29 May 2015, (Full Text)

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, South Korea, 26 - 29 August 2014, (Full Text)

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, South Korea, 26 - 29 August 2014, pp.331-336, (Full Text)

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, Italy, 23 - 25 June 2014, pp.293-298, (Full Text) Sustainable Development

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, Italy, 22 - 23 May 2014, pp.27-40, (Full Text)

32. DENSITY ESTIMATION IN CROWD VIDEOS

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

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.822-825, (Full Text)

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, Turkey, 23 - 25 April 2014, pp.818-821, (Full Text)

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, United Kingdom, 16 - 17 December 2013, (Full Text)

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 April 2013, (Full Text)

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 April 2013, (Full Text)

37. A Hadoop solution for ballistic image analysis and recognition

KOCAKULAK H., TAŞKAYA TEMİZEL T.

International Conference on High Performance and Simulation (HPCS), İstanbul, Turkey, 4 - 08 July 2011, pp.836-842, (Full Text)

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, Turkey, 27 - 29 October 2008, pp.225-228, (Full Text)

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, Turkey, 7 - 09 November 2007, pp.168-169, (Full Text)

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, United Kingdom, 28 - 31 March 2003, pp.17-19, (Full Text)

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, United Kingdom, 22 - 25 August 2005, pp.297-304, (Full Text)

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, Canada, 31 July - 04 August 2005, pp.3192-3197, (Full Text)

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, United Kingdom, 25 - 27 August 2004, pp.523-532, (Full Text)

44. Bimodal visualisation: A financial trading case study

TAŞKAYA TEMİZEL T., Ahmad K.

7th International Conference on Information Visualization (IV 2003), London, Canada, 16 - 18 July 2003, pp.320-326, (Full Text)

Books 5

Other Publications 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.

Other, pp.34-41, 2019 Sustainable Development

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

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

Technical Report, pp.1-4, 2018

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