Tugba Taskaya-Temizel

51 papers B 5C 2Journal 23Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Inducing Epistemological Humility in Large Language Models: A Targeted SFT Approach to Reducing Hallucination.
CoRR
Cem Uluoglakci, Tugba Taskaya-Temizel
2025 B conf
Aligning Data Debt with AI-Integrated Software Project Lifecycle Processes: A Standard-Based Mapping Approach.
TechDebt
Nilay Yorgancilar Akgül, Tugba Taskaya-Temizel, Özden Özcan Top, Pelin Dayan Akman
2025 — conf
Feature Distribution-Based Touch Biometrics Using CNN and Siamese Networks.
IWBF
Gürkan Gündüz, Muratcan Kaplan, Tugba Taskaya-Temizel
2025 — conf
Low-Level Hardware Requirement Classification Using Large Language Models: Challenges, Insights, and Future Directions for Embedded Control Systems.
REFSQ Workshops
Ekrem Bilgehan Uyar, Ali Ergin Gürsoy, Cemil Gökçe, Tugba Taskaya-Temizel
2025 J jnl
People and Management Debt in ML-Integrated Software Projects: Structuring Industry Insights.
IEEE Access
Pelin Dayan Akman, Özden Özcan-Top, Tugba Taskaya-Temizel
2025 — conf
Post-Inference Guided Transformer for Anomaly Interval Localization in Multivariate Time Series.
MLSP
Göksu Uzuntürk, Tugba Taskaya-Temizel
2024 — conf
Analyzing Socioeconomic Status through Culinary Ingredients: A Large-Scale Study of Pita and Pizza Dishes.
ICDEW
Oz Kilic, Tugba Taskaya-Temizel
2024 B conf
Harnessing Large Language Models for Automatic Evaluation of Mobile Health Applications Based on Persuasive System Design Principles and Mobile Application Rating Scale.
PERSUASIVE
Afsin Peker, Tugba Taskaya-Temizel
2024 J jnl
HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs.
CoRR
Cem Uluoglakci, Tugba Taskaya-Temizel
2024 J jnl
Predictive Video Analytics in Online Courses: A Systematic Literature Review.
Technol. Knowl. Learn.
Ozan Rasit Yürüm, Tugba Taskaya-Temizel, Soner Yildirim
2023 — conf
A Fact Extraction and Verification Framework for Social Media Posts on Covid-19.
ROMCIR@ECIR
Orkun Temiz, Tugba Taskaya-Temizel
2023 J jnl
An intervention framework for developing interactive video lectures based on video clickstream behavior: a quasi-experimental evaluation.
Interact. Learn. Environ.
Ozan Rasit Yürüm, Soner Yildirim, Tugba Taskaya-Temizel
2023 J jnl
PToPI: A Comprehensive Review, Analysis, and Knowledge Representation of Binary Classification Performance Measures/Metrics.
SN Comput. Sci.
Gurol Canbek, Tugba Taskaya-Temizel, Seref Sagiroglu
2023 J jnl
The use of video clickstream data to predict university students' test performance: A comprehensive educational data mining approach.
Educ. Inf. Technol.
Ozan Rasit Yürüm, Tugba Taskaya-Temizel, Soner Yildirim
2022 J jnl
A Machine Learning Ensembling Approach to Predicting Transfer Values.
SN Comput. Sci.
Ayse Elvan Aydemir, Tugba Taskaya-Temizel, Alptekin Temizel
2022 J jnl
Quality assessment of web-based information on type 2 diabetes.
Online Inf. Rev.
Didem Ölçer, Tugba Taskaya-Temizel
2021 J jnl
A Dimension Reduction Approach to Player Rankings in European Football.
IEEE Access
Ayse Elvan Aydemir, Tugba Taskaya-Temizel, Alptekin Temizel, Kliment Preshlenov, Daniel M. Strahinov
2021 J jnl
BenchMetrics: a systematic benchmarking method for binary classification performance metrics.
Neural Comput. Appl.
Gurol Canbek, Tugba Taskaya-Temizel, Seref Sagiroglu
2021 J jnl
Designing Robust Models for Behaviour Prediction Using Sparse Data from Mobile Sensing: A Case Study of Office Workers' Availability for Well-being Interventions.
ACM Trans. Comput. Heal.
Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, Abhinav Mehrotra, Mirco Musolesi, Peter Tino
2020 J jnl
A Multi-perspective Analysis of Social Context and Personal Factors in Office Settings for the Design of an Effective Mobile Notification System.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, Mirco Musolesi, Peter Tiño
2019 — conf
CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting.
ECML/PKDD (3)
Ali Mert Ertugrul, Yu-Ru Lin, Tugba Taskaya-Temizel
2019 J jnl
CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting.
CoRR
Ali Mert Ertugrul, Yu-Ru Lin, Tugba Taskaya-Temizel
2019 — ch.
Policy Implications of the D4R Challenge.
Data for Refugees Challenge
Albert Ali Salah, M. Tarik Altuncu, Selim Balcisoy, Erika Frydenlund, Marco Mamei, Mehmet Ali Akyol, Kerem Yavuz Arslanli, Ivon Bensason, Christine Boshuijzen-van Burken, Paolo Bosetti, Jeremy Boy, Tugba Bozcaga, Seyit Mümin Cilasun, Oguz Isik, Sibel Kalaycioglu, Ayse Seyyide Kaptaner, Ilker Kayi, Özgün Ozan Kiliç, Berat Kjamili, Huseyin Kucukali, Aaron Martin, Marco Lippi, Francesca Pancotto, Daniel Rhoads, Nur Sevencan, Ervin Sezgin, Albert Solé-Ribalta, Harald Sterly, Elif Sürer, Tugba Taskaya-Temizel, Semih Tümen, Ismail Uluturk
2019 — ch.
The Use of Big Mobile Data to Gain Multilayered Insights for Syrian Refugee Crisis.
Data for Refugees Challenge
Özgün Ozan Kiliç, Mehmet Ali Akyol, Oguz Isik, Banu Günel Kiliç, Arsev Umur Aydinoglu, Elif Sürer, Hafize Sebnem Düzgün, Sibel Kalaycioglu, Tugba Taskaya-Temizel
2018 J jnl
The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples.
CoRR
Ayse Elvan Aydemir, Alptekin Temizel, Tugba Taskaya-Temizel
2018 J jnl
The Impact of Motivation and Personality on Academic Performance in Online and Blended Learning Environments.
J. Educ. Technol. Soc.
Nurcan Alkis, Tugba Taskaya-Temizel
2017 J jnl
A Non-Parametric Algorithm for Discovering Triggering Patterns of Spatio-Temporal Event Types.
IEEE Trans. Knowl. Data Eng.
Berna Bakir Batu, Tugba Taskaya-Temizel, H. Sebnem Düzgün
2017 — conf
Exploring Behavior Change Features for Mobile Workout Applications.
MobiWIS
Perin Ünal, Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, P. Erhan Eren, M. Sriram Iyengar
2017 J jnl
What installed mobile applications tell about their owners and how they affect users' download behavior.
Telematics Informatics
Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren
2016 J jnl
Density aware anomaly detection in crowded scenes.
IET Comput. Vis.
Ayse Elvan Gunduz, Cihan Ongun, Tugba Taskaya-Temizel, Alptekin Temizel
2016 — conf
Impact of Individual Differences on the Use of Mobile Phones and Applications.
MobiWIS
Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren
2016 J jnl
Real-time multi-camera video analytics system on GPU.
J. Real Time Image Process.
Püren Güler, Deniz Emeksiz, Alptekin Temizel, Mustafa Teke, Tugba Taskaya-Temizel
2016 — conf
UBDroid: Kullanici Davranis Analizi icin Akilli Telefon Uygulamalari Kullanim Izleme Araci.
UYMS
Seyma Kucukozer Cavdar, Erkam Akkurt, Davut Cavdar, Alptekin Temizel, Tugba Taskaya-Temizel
2015 J jnl
A Bayesian Estimation Framework for Pharmacogenomics Driven Warfarin Dosing: A Comparative Study.
IEEE J. Biomed. Health Informatics
Serdar Murat Öztaner, Tugba Taskaya-Temizel, S. Remzi Erdem, Mahmut Özer
2015 — conf
A Study on User Perception of Mobile Commerce for Android and iOS Device Users.
MobiWIS
Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren
2014 C conf
A SOAp-based social traffic network system for smart phone users.
INISTA
Serhat Peker, Özge Gürbüz, Tugba Taskaya-Temizel
2014 — conf
An Exploratory Study on the Outcomes of Influence Strategies in Mobile Application Recommendations.
BCSS@PERSUASIVE
Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren
2014 J jnl
Automatic information timeliness assessment of diabetes web sites by evidence based medicine.
Comput. Methods Programs Biomed.
Rahime Belen Saglam, Tugba Taskaya-Temizel
2014 — conf
Clustering of local behaviour in crowd videos.
SIU
Cihan Ongun, Alptekin Temizel, Tugba Taskaya-Temizel
2014 — conf
Density estimation in crowd videos.
SIU
Ayse Elvan Gunduz, Tugba Taskaya-Temizel, Alptekin Temizel
2014 B conf
Local anomaly detection in crowded scenes using Finite-Time Lyapunov Exponent based clustering.
AVSS
Cihan Ongun, Alptekin Temizel, Tugba Taskaya-Temizel
2014 B conf
Pedestrian zone anomaly detection by non-parametric temporal modelling.
AVSS
Ayse Elvan Gunduz, Tugba Taskaya-Temizel, Alptekin Temizel
2013 — conf
An unsupervised method for anomaly detection from crowd videos.
SIU
Püren Güler, Alptekin Temizel, Tugba Taskaya-Temizel
2013 — conf
Feature detection and tracking for extraction of crowd dynamics.
SIU
Ayse Elvan Gunduz, Alptekin Temizel, Tugba Taskaya-Temizel
2013 — conf
Real-time global anomaly detection for crowd video surveillance using SIFT.
ICDP
Püren Güler, Alptekin Temizel, Tugba Taskaya-Temizel
2011 — conf
A Hadoop solution for ballistic image analysis and recognition.
HPCS
Hakan Kocakulak, Tugba Taskaya-Temizel
2006 — —
Configuration of neural networks to model seasonal and cyclic time series.
Tugba Taskaya-Temizel
2005 J jnl
A comparative study of autoregressive neural network hybrids.
Neural Networks
Tugba Taskaya-Temizel, Matthew C. Casey
2005 B conf
Are ARIMA neural network hybrids better than single models?
IJCNN
Tugba Taskaya-Temizel, Khurshid Ahmad
2005 — conf
Configuration of Neural Networks for the Analysis of Seasonal Time Series.
ICAPR (1)
Tugba Taskaya-Temizel, Matthew C. Casey
2004 C conf
Summarizing Time Series: Learning Patterns in 'Volatile' Series.
IDEAL
Saif Ahmad, Tugba Taskaya-Temizel, Khurshid Ahmad