Summarizing Time Series: Learning Patterns in 'Volatile' Series. - Saif Ahmad; Tugba Taskaya-Temizel; Khurshid Ahmad (IDEAL, 2004)

Configuration of Neural Networks for the Analysis of Seasonal Time Series. - Tugba Taskaya-Temizel; Matthew C. Casey (ICAPR (1), 2005)

Are ARIMA neural network hybrids better than single models? - Tugba Taskaya-Temizel; Khurshid Ahmad 001 (IJCNN, 2005)

A comparative study of autoregressive neural network hybrids. - Tugba Taskaya-Temizel; Matthew C. Casey (Neural Networks, 2005)

Configuration of neural networks to model seasonal and cyclic time series. - Tugba Taskaya-Temizel (2006)

A Hadoop solution for ballistic image analysis and recognition. - Hakan Kocakulak; Tugba Taskaya-Temizel (HPCS, 2011)

Real-time global anomaly detection for crowd video surveillance using SIFT. - Püren Güler; Alptekin Temizel; Tugba Taskaya-Temizel (ICDP, 2013)

An unsupervised method for anomaly detection from crowd videos. - Püren Güler; Alptekin Temizel; Tugba Taskaya-Temizel (SIU, 2013)

Feature detection and tracking for extraction of crowd dynamics. - Ayse Elvan Gunduz; Alptekin Temizel; Tugba Taskaya-Temizel (SIU, 2013)

Pedestrian zone anomaly detection by non-parametric temporal modelling. - Ayse Elvan Gunduz; Tugba Taskaya-Temizel; Alptekin Temizel (AVSS, 2014)

Local anomaly detection in crowded scenes using Finite-Time Lyapunov Exponent based clustering. - Cihan Ongun; Alptekin Temizel; Tugba Taskaya-Temizel (AVSS, 2014)

A SOAp-based social traffic network system for smart phone users. - Serhat Peker; Özge Gürbüz; Tugba Taskaya-Temizel (INISTA, 2014)

An Exploratory Study on the Outcomes of Influence Strategies in Mobile Application Recommendations. - Perin Ünal; Tugba Taskaya-Temizel; P. Erhan Eren (BCSS@PERSUASIVE, 2014)

Density estimation in crowd videos. - Ayse Elvan Gunduz; Tugba Taskaya-Temizel; Alptekin Temizel (SIU, 2014)

Clustering of local behaviour in crowd videos. - Cihan Ongun; Alptekin Temizel; Tugba Taskaya-Temizel (SIU, 2014)

Automatic information timeliness assessment of diabetes web sites by evidence based medicine. - Rahime Belen Saglam; Tugba Taskaya-Temizel (Comput. Methods Programs Biomed., 2014)

A Study on User Perception of Mobile Commerce for Android and iOS Device Users. - Perin Ünal; Tugba Taskaya-Temizel; P. Erhan Eren (MobiWIS, 2015)

A Bayesian Estimation Framework for Pharmacogenomics Driven Warfarin Dosing: A Comparative Study. - Serdar Murat Öztaner; Tugba Taskaya-Temizel; S. Remzi Erdem; Mahmut Özer (IEEE J. Biomed. Health Informatics, 2015)

Impact of Individual Differences on the Use of Mobile Phones and Applications. - Perin Ünal; Tugba Taskaya-Temizel; P. Erhan Eren (MobiWIS, 2016)

UBDroid: Kullanici Davranis Analizi icin Akilli Telefon Uygulamalari Kullanim Izleme Araci. - Seyma Kucukozer Cavdar; Erkam Akkurt; Davut Cavdar; Alptekin Temizel; Tugba Taskaya-Temizel (UYMS, 2016)

Density aware anomaly detection in crowded scenes. - Ayse Elvan Gunduz; Cihan Ongun; Tugba Taskaya-Temizel; Alptekin Temizel (IET Comput. Vis., 2016)

Real-time multi-camera video analytics system on GPU. - Püren Güler; Deniz Emeksiz; Alptekin Temizel; Mustafa Teke 001; Tugba Taskaya-Temizel (J. Real Time Image Process., 2016)

Exploring Behavior Change Features for Mobile Workout Applications. - Perin Ünal; Seyma Kucukozer Cavdar; Tugba Taskaya-Temizel; P. Erhan Eren; M. Sriram Iyengar (MobiWIS, 2017)

What installed mobile applications tell about their owners and how they affect users' download behavior. - Perin Ünal; Tugba Taskaya-Temizel; P. Erhan Eren (Telematics Informatics, 2017)

A Non-Parametric Algorithm for Discovering Triggering Patterns of Spatio-Temporal Event Types. - Berna Bakir Batu; Tugba Taskaya-Temizel; H. Sebnem Düzgün (IEEE Trans. Knowl. Data Eng., 2017)

The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples. - Ayse Elvan Aydemir; Alptekin Temizel; Tugba Taskaya-Temizel (CoRR, 2018)

The Impact of Motivation and Personality on Academic Performance in Online and Blended Learning Environments. - Nurcan Alkis; Tugba Taskaya-Temizel (J. Educ. Technol. Soc., 2018)

The Use of Big Mobile Data to Gain Multilayered Insights for Syrian Refugee Crisis. - Özgün Ozan Kiliç; Mehmet Ali Akyol; Oguz Isik; Banu Günel Kiliç; Arsev Umur Aydinoglu; Elif Sürer; Hafize Sebnem Düzgün; Sibel Kalaycioglu; Tugba Taskaya-Temizel (Data for Refugees Challenge, 2019)

Policy Implications of the D4R 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; et al. (Data for Refugees Challenge, 2019)

CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting. - Ali Mert Ertugrul; Yu-Ru Lin; Tugba Taskaya-Temizel (ECML/PKDD (3), 2019)

A Multi-perspective Analysis of Social Context and Personal Factors in Office Settings for the Design of an Effective Mobile Notification System. - Seyma Kucukozer Cavdar; Tugba Taskaya-Temizel; Mirco Musolesi; Peter Tiño (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

A Dimension Reduction Approach to Player Rankings in European Football. - Ayse Elvan Aydemir; Tugba Taskaya-Temizel; Alptekin Temizel; Kliment Preshlenov; Daniel M. Strahinov (IEEE Access, 2021)

Designing Robust Models for Behaviour Prediction Using Sparse Data from Mobile Sensing: A Case Study of Office Workers' Availability for Well-being Interventions. - Seyma Kucukozer Cavdar; Tugba Taskaya-Temizel; Abhinav Mehrotra; Mirco Musolesi; Peter Tino (ACM Trans. Comput. Heal., 2021)

BenchMetrics: a systematic benchmarking method for binary classification performance metrics. - Gurol Canbek; Tugba Taskaya-Temizel; Seref Sagiroglu (Neural Comput. Appl., 2021)

Quality assessment of web-based information on type 2 diabetes. - Didem Ölçer; Tugba Taskaya-Temizel (Online Inf. Rev., 2022)

A Machine Learning Ensembling Approach to Predicting Transfer Values. - Ayse Elvan Aydemir; Tugba Taskaya-Temizel; Alptekin Temizel (SN Comput. Sci., 2022)

A Fact Extraction and Verification Framework for Social Media Posts on Covid-19. - Orkun Temiz; Tugba Taskaya-Temizel (ROMCIR@ECIR, 2023)

PToPI: A Comprehensive Review, Analysis, and Knowledge Representation of Binary Classification Performance Measures/Metrics. - Gurol Canbek; Tugba Taskaya-Temizel; Seref Sagiroglu (SN Comput. Sci., 2023)

The use of video clickstream data to predict university students' test performance: A comprehensive educational data mining approach. - Ozan Rasit Yürüm; Tugba Taskaya-Temizel; Soner Yildirim (Educ. Inf. Technol., 2023)

An intervention framework for developing interactive video lectures based on video clickstream behavior: a quasi-experimental evaluation. - Ozan Rasit Yürüm; Soner Yildirim; Tugba Taskaya-Temizel (Interact. Learn. Environ., 2023)

HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs. - Cem Uluoglakci; Tugba Temizel (EACL (Student Research Workshop), 2024)

Analyzing Socioeconomic Status through Culinary Ingredients: A Large-Scale Study of Pita and Pizza Dishes. - Oz Kilic; Tugba Taskaya-Temizel (ICDEW, 2024)

Harnessing Large Language Models for Automatic Evaluation of Mobile Health Applications Based on Persuasive System Design Principles and Mobile Application Rating Scale. - Afsin Peker; Tugba Taskaya-Temizel (PERSUASIVE, 2024)

Predictive Video Analytics in Online Courses: A Systematic Literature Review. - Ozan Rasit Yürüm; Tugba Taskaya-Temizel; Soner Yildirim (Technol. Knowl. Learn., 2024)

Low-Level Hardware Requirement Classification Using Large Language Models: Challenges, Insights, and Future Directions for Embedded Control Systems. - Ekrem Bilgehan Uyar; Ali Ergin Gürsoy; Cemil Gökçe; Tugba Taskaya-Temizel (REFSQ Workshops, 2025)

Aligning Data Debt with AI-Integrated Software Project Lifecycle Processes: A Standard-Based Mapping Approach. - Nilay Yorgancilar Akgül; Tugba Taskaya-Temizel; Özden Özcan Top; Pelin Dayan Akman (TechDebt, 2025)

People and Management Debt in ML-Integrated Software Projects: Structuring Industry Insights. - Pelin Dayan Akman; Özden Özcan-Top; Tugba Taskaya-Temizel (IEEE Access, 2025)