Tuğba Taşkaya Temizel

Middle East Technical University — Turkey

Computer Science · Physical Sciences

17h-index1.0kcitations81works1.32yr avg
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Research Topics

Anomaly Detection Techniques and Applications(15), Video Surveillance and Tracking Methods(7), Neural Networks and Applications(6), Network Security and Intrusion Detection(6), Online and Blended Learning(5)

Publications81 total

Design Reuse via Automated Requirements-Driven Retrieval: A Framework for Electronic Hardware
Journal of Computing and Information Science in Engineering·2026Open Access
Post-Inference Guided Transformer for Anomaly Interval Localization in Multivariate Time Series
2025Open Access
Aligning Data Debt with AI-Integrated Software Project Lifecycle Processes: A Standard-Based Mapping Approach
2025· 1 citedOpen Access
Feature Distribution-Based Touch Biometrics Using CNN and Siamese Networks
2025Open Access
People and Management Debt in ML-Integrated Software Projects: Structuring Industry Insights
IEEE Access·2025Open Access
Identification of Land Use Mix Using Point-Based Geospatial Data in Urban Areas
Applied Sciences·2024· 3 citedOpen Access
Analyzing Socioeconomic Status through Culinary Ingredients: A Large-Scale Study of Pita and Pizza Dishes
2024Open Access
Reproducible machine learning research in mental workload classification using EEG
Frontiers in Neuroergonomics·2024· 9 citedOpen Access
HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs
arXiv (Cornell University)·2024Open Access
Pita and pizza restaurants and menus in Ankara
Zenodo (CERN European Organization for Nuclear Research)·2024· 1 citedOpen Access
Pita and pizza restaurants and menus in Ankara
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
Harnessing Large Language Models for Automatic Evaluation of Mobile Health Applications Based on Persuasive System Design Principles and Mobile Application Rating Scale
Lecture notes in computer science·2024· 1 citedOpen Access
HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs
2024· 2 citedOpen Access
Predictive Video Analytics in Online Courses: A Systematic Literature Review
Technology Knowledge and Learning·2023· 6 citedOpen Access
The use of video clickstream data to predict university students’ test performance: A comprehensive educational data mining approach
Education and Information Technologies·2022· 18 citedOpen Access
Accuracy Barrier (ACCBAR): A novel performance indicator for binary classification
2022· 2 cited
PToPI: A Comprehensive Review, Analysis, and Knowledge Representation of Binary Classification Performance Measures/Metrics
SN Computer Science·2022· 51 citedOpen Access
A Machine Learning Ensembling Approach to Predicting Transfer Values
SN Computer Science·2022· 7 cited
An intervention framework for developing interactive video lectures based on video clickstream behavior: a quasi-experimental evaluation
Interactive Learning Environments·2022· 10 citedOpen Access
TasKar: A Research and Education Tool for Calculation and Representation of Binary Classification Performance Instruments
2021· 3 cited
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Frequent Co-authors

Alptekin Temizel(10), Gürol Canbek(7), Şeref Sağıroğlu(7), Perin Ünal(4), P. Erhan Eren(4), Matthew Casey(3), Nazife Baykal(3), Khurshid Ahmad(3), Ayse Elvan Aydemir(3), Ozan Raşit Yürüm(3), Soner Yıldırım(3), Ayse Elvan Gunduz(3), Seyma Kucukozer Cavdar(3), Nurcan Alkış(2), Püren Güler(2), Cihan Öngün(2), Mirco Musolesi(2), Peter Tiňo(2), Rahime Belen Sağlam(2), Şebnem Düzgün(2)