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ORCIDTugba Taskaya-Temizel
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2020 – today
- 2025
[j19]Pelin Dayan Akman
, Özden Özcan-Top, Tugba Taskaya-Temizel:
People and Management Debt in ML-Integrated Software Projects: Structuring Industry Insights. IEEE Access 13: 137012-137032 (2025)- [c25]Gürkan Gündüz, Muratcan Kaplan, Tugba Taskaya-Temizel:
Feature Distribution-Based Touch Biometrics Using CNN and Siamese Networks. IWBF 2025: 1-6 - [c24]Ekrem Bilgehan Uyar, Ali Ergin Gürsoy, Cemil Gökçe, Tugba Taskaya-Temizel:
Low-Level Hardware Requirement Classification Using Large Language Models: Challenges, Insights, and Future Directions for Embedded Control Systems. REFSQ Workshops 2025 - [c23]Nilay Yorgancilar Akgül, Tugba Taskaya-Temizel, Özden Özcan Top, Pelin Dayan Akman:
Aligning Data Debt with AI-Integrated Software Project Lifecycle Processes: A Standard-Based Mapping Approach. TechDebt 2025: 1-11 - 2024
- [j18]Ozan Rasit Yürüm, Tugba Taskaya-Temizel, Soner Yildirim:
Predictive Video Analytics in Online Courses: A Systematic Literature Review. Technol. Knowl. Learn. 29(4): 1907-1937 (2024) - [c22]Cem Uluoglakci, Tugba Temizel:
HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs. EACL (Student Research Workshop) 2024: 95-136 - [c21]Oz Kilic, Tugba Taskaya-Temizel:
Analyzing Socioeconomic Status through Culinary Ingredients: A Large-Scale Study of Pita and Pizza Dishes. ICDEW 2024: 5-12 - [c20]Afsin Peker, Tugba Taskaya-Temizel:
Harnessing Large Language Models for Automatic Evaluation of Mobile Health Applications Based on Persuasive System Design Principles and Mobile Application Rating Scale. PERSUASIVE 2024: 1-14 - [i3]Cem Uluoglakci, Tugba Taskaya-Temizel:
HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs. CoRR abs/2402.16211 (2024) - 2023
- [j17]Ozan Rasit Yürüm, Tugba Taskaya-Temizel, Soner Yildirim:
The use of video clickstream data to predict university students' test performance: A comprehensive educational data mining approach. Educ. Inf. Technol. 28(5): 5209-5240 (2023) - [j16]Ozan Rasit Yürüm, Soner Yildirim, Tugba Taskaya-Temizel:
An intervention framework for developing interactive video lectures based on video clickstream behavior: a quasi-experimental evaluation. Interact. Learn. Environ. 31(10): 6611-6626 (2023) - [j15]Gurol Canbek, Tugba Taskaya-Temizel, Seref Sagiroglu:
PToPI: A Comprehensive Review, Analysis, and Knowledge Representation of Binary Classification Performance Measures/Metrics. SN Comput. Sci. 4(1): 13 (2023) - [c19]Orkun Temiz, Tugba Taskaya-Temizel:
A Fact Extraction and Verification Framework for Social Media Posts on Covid-19. ROMCIR@ECIR 2023: 51-79 - 2022
- [j14]Didem Ölçer, Tugba Taskaya-Temizel:
Quality assessment of web-based information on type 2 diabetes. Online Inf. Rev. 46(4): 715-732 (2022) - [j13]Ayse Elvan Aydemir, Tugba Taskaya-Temizel, Alptekin Temizel:
A Machine Learning Ensembling Approach to Predicting Transfer Values. SN Comput. Sci. 3(3): 201 (2022) - 2021
- [j12]Ayse Elvan Aydemir, Tugba Taskaya-Temizel, Alptekin Temizel, Kliment Preshlenov, Daniel M. Strahinov:
A Dimension Reduction Approach to Player Rankings in European Football. IEEE Access 9: 119503-119519 (2021) - [j11]Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, Abhinav Mehrotra, Mirco Musolesi, Peter Tino:
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. 2(4): 29:1-29:33 (2021) - [j10]Gurol Canbek, Tugba Taskaya-Temizel, Seref Sagiroglu:
BenchMetrics: a systematic benchmarking method for binary classification performance metrics. Neural Comput. Appl. 33(21): 14623-14650 (2021) - 2020
- [j9]Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, Mirco Musolesi, Peter Tiño:
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. 4(1): 15:1-15:38 (2020)
2010 – 2019
- 2019
- [c18]Ali Mert Ertugrul, Yu-Ru Lin, Tugba Taskaya-Temizel:
CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting. ECML/PKDD (3) 2019: 432-448 - [p2]Özgün Ozan Kiliç, Mehmet Ali Akyol, Oguz Isik, Banu Günel Kiliç, Arsev Umur Aydinoglu, Elif Sürer, Hafize Sebnem Düzgün, Sibel Kalaycioglu, Tugba Taskaya-Temizel:
The Use of Big Mobile Data to Gain Multilayered Insights for Syrian Refugee Crisis. Data for Refugees Challenge 2019: 347-379 - [p1]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:
Policy Implications of the D4R Challenge. Data for Refugees Challenge 2019: 477-495 - [i2]Ali Mert Ertugrul, Yu-Ru Lin, Tugba Taskaya-Temizel:
CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting. CoRR abs/1905.04714 (2019) - 2018
- [j8]Nurcan Alkis, Tugba Taskaya-Temizel:
The Impact of Motivation and Personality on Academic Performance in Online and Blended Learning Environments. J. Educ. Technol. Soc. 21(3): 35-47 (2018) - [i1]Ayse Elvan Aydemir, Alptekin Temizel, Tugba Taskaya-Temizel:
The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples. CoRR abs/1803.10418 (2018) - 2017
- [j7]Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren:
What installed mobile applications tell about their owners and how they affect users' download behavior. Telematics Informatics 34(7): 1153-1165 (2017) - [j6]Berna Bakir Batu, Tugba Taskaya-Temizel, H. Sebnem Düzgün:
A Non-Parametric Algorithm for Discovering Triggering Patterns of Spatio-Temporal Event Types. IEEE Trans. Knowl. Data Eng. 29(12): 2629-2642 (2017) - [c17]Perin Ünal, Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, P. Erhan Eren, M. Sriram Iyengar:
Exploring Behavior Change Features for Mobile Workout Applications. MobiWIS 2017: 45-53 - 2016
- [j5]Ayse Elvan Gunduz, Cihan Ongun, Tugba Taskaya-Temizel, Alptekin Temizel:
Density aware anomaly detection in crowded scenes. IET Comput. Vis. 10(5): 374-381 (2016) - [j4]Püren Güler, Deniz Emeksiz, Alptekin Temizel, Mustafa Teke, Tugba Taskaya-Temizel:
Real-time multi-camera video analytics system on GPU. J. Real Time Image Process. 11(3): 457-472 (2016) - [c16]Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren:
Impact of Individual Differences on the Use of Mobile Phones and Applications. MobiWIS 2016: 379-392 - [c15]Seyma Kucukozer Cavdar, Erkam Akkurt, Davut Cavdar, Alptekin Temizel, Tugba Taskaya-Temizel:
UBDroid: Kullanici Davranis Analizi icin Akilli Telefon Uygulamalari Kullanim Izleme Araci. UYMS 2016: 382-393 - 2015
- [j3]Serdar Murat Öztaner, Tugba Taskaya-Temizel, S. Remzi Erdem, Mahmut Özer:
A Bayesian Estimation Framework for Pharmacogenomics Driven Warfarin Dosing: A Comparative Study. IEEE J. Biomed. Health Informatics 19(5): 1724-1733 (2015) - [c14]Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren:
A Study on User Perception of Mobile Commerce for Android and iOS Device Users. MobiWIS 2015: 63-73 - 2014
- [j2]Rahime Belen Saglam, Tugba Taskaya-Temizel:
Automatic information timeliness assessment of diabetes web sites by evidence based medicine. Comput. Methods Programs Biomed. 117(2): 104-113 (2014) - [c13]Ayse Elvan Gunduz, Tugba Taskaya-Temizel, Alptekin Temizel:
Pedestrian zone anomaly detection by non-parametric temporal modelling. AVSS 2014: 131-135 - [c12]Cihan Ongun, Alptekin Temizel, Tugba Taskaya-Temizel:
Local anomaly detection in crowded scenes using Finite-Time Lyapunov Exponent based clustering. AVSS 2014: 331-336 - [c11]Serhat Peker, Özge Gürbüz, Tugba Taskaya-Temizel:
A SOAp-based social traffic network system for smart phone users. INISTA 2014: 293-298 - [c10]Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren:
An Exploratory Study on the Outcomes of Influence Strategies in Mobile Application Recommendations. BCSS@PERSUASIVE 2014: 27-40 - [c9]Cihan Ongun, Alptekin Temizel, Tugba Taskaya-Temizel:
Clustering of local behaviour in crowd videos. SIU 2014: 818-821 - [c8]Ayse Elvan Gunduz, Tugba Taskaya-Temizel, Alptekin Temizel:
Density estimation in crowd videos. SIU 2014: 822-825 - 2013
- [c7]Püren Güler, Alptekin Temizel, Tugba Taskaya-Temizel:
Real-time global anomaly detection for crowd video surveillance using SIFT. ICDP 2013: 1-6 - [c6]Püren Güler, Alptekin Temizel, Tugba Taskaya-Temizel:
An unsupervised method for anomaly detection from crowd videos. SIU 2013: 1-4 - [c5]Ayse Elvan Gunduz, Alptekin Temizel, Tugba Taskaya-Temizel:
Feature detection and tracking for extraction of crowd dynamics. SIU 2013: 1-4 - 2011
- [c4]Hakan Kocakulak, Tugba Taskaya-Temizel:
A Hadoop solution for ballistic image analysis and recognition. HPCS 2011: 836-842
2000 – 2009
- 2006
- [b1]Tugba Taskaya-Temizel:
Configuration of neural networks to model seasonal and cyclic time series. University of Surrey, Guildford, UK, 2006 - 2005
- [j1]Tugba Taskaya-Temizel, Matthew C. Casey:
A comparative study of autoregressive neural network hybrids. Neural Networks 18(5-6): 781-789 (2005) - [c3]Tugba Taskaya-Temizel, Matthew C. Casey:
Configuration of Neural Networks for the Analysis of Seasonal Time Series. ICAPR (1) 2005: 297-304 - [c2]Tugba Taskaya-Temizel, Khurshid Ahmad:
Are ARIMA neural network hybrids better than single models? IJCNN 2005: 3192-3197 - 2004
- [c1]Saif Ahmad, Tugba Taskaya-Temizel, Khurshid Ahmad:
Summarizing Time Series: Learning Patterns in 'Volatile' Series. IDEAL 2004: 523-532
Coauthor Index
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last updated on 2025-09-12 23:09 CEST by the dblp team
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