Publications & Works

Publication Network
Published journal articles indexed by SCI, SSCI, and AHCI

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) Creative Commons License identifier identifier

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) identifier identifier identifier

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) identifier identifier

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 identifier identifier

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) identifier identifier

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) Creative Commons License identifier identifier

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) Creative Commons License identifier identifier

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) identifier identifier

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) identifier identifier

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) Creative Commons License identifier identifier

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) identifier identifier

The impact of individual differences on influence strategies

ALKIŞ N., Temizel T.
PERSONALITY AND INDIVIDUAL DIFFERENCES , vol.87, pp.147-152, 2015 (SSCI) identifier identifier

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) identifier identifier identifier

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) Sustainable Development identifier identifier identifier

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) Sustainable Development identifier identifier identifier

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) identifier

A comparative study of autoregressive neural network hybrids

Taskaya-Temizel T., CASEY M.
NEURAL NETWORKS , vol.18, pp.781-789, 2005 (SCI-Expanded) Creative Commons License identifier identifier identifier

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) identifier identifier

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) identifier identifier
Articles Published in Other Journals

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) identifier identifier

Reproducible machine learning research in mental workload classification using EEG

Demirezen G., TAŞKAYA TEMİZEL T., Brouwer A.
Frontiers in Neuroergonomics , vol.5, 2024 (ESCI) Creative Commons License identifier identifier identifier

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) Creative Commons License Sustainable Development identifier identifier

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) identifier

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 (Peer-Reviewed Journal) identifier

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
Refereed Congress / Symposium Publications in Proceedings

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 identifier identifier

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 identifier

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 identifier identifier

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 identifier

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 identifier

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 identifier

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 Creative Commons License identifier

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 identifier

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

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 Sustainable Development

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 identifier

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

How Clickable Are Your Food Photos?

KUMDAKÇI h., TAŞKAYA TEMİZEL T., TEMİZEL A.
GPU Technology Conference, Munich, Germany, 9 - 11 October 2018

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 Sustainable Development

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 identifier

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 identifier identifier

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 identifier

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

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 identifier identifier

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 identifier

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

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 identifier identifier

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

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 identifier

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 identifier

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 Sustainable Development identifier

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

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 identifier

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 identifier

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

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 identifier identifier

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 identifier identifier

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

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 identifier

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 identifier identifier

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 identifier

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 identifier identifier

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 identifier identifier

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 identifier identifier

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 identifier identifier
Books

Policy Implications of the D4R Challenge

Salah A. A., Altuncu M. T., Balcısoy S. S., Frydenlund E., Mamei M., Akyol M. A., et al.
in: Guide to Mobile Data Analytics in Refugee Scenarios , Salah A.,Pentland A.,Lepri B.,Letouzé E., Editor, Springer, London/Berlin , Zürich, pp.477-495, 2019 Sustainable Development

The Use of Big Mobile Data to Gain Multilayered Insights for Syrian Refugee Crisis

Kılıç Ö. O., Akyol M. A., Işık O., Günel Kılıç B., Aydınoğlu A. U., Sürer E., et al.
in: Guide to Mobile Data Analytics in Refugee Scenarios , Salah A.,Pentland A.,Lepri B.,Letouzé E., Editor, Springer, London/Berlin , Zürich, pp.347-379, 2019 Sustainable Development

User Adoption and Evaluation of Mobile Health Applications: The Case for Physical Activity Monitoring

Ünal P., Çavdar Ş., Taşkaya Temizel T., Eren P. E., Iyengar M. S.
in: Current and Emerging mHealth Technologies: Adoption, Implementation and Use, Sezgin,E.,Yildirim,S.,Özkan-Yildirim,Sumuer, Editor, Springer, London/Berlin , Zug, pp.103-118, 2018

Experiences on image and video processing with CUDA and OpenCL

Temizel A., Halıcı T., Loğoğlu B., Taşkaya Temizel T., Ömrüuzun F., Karaman E.
in: GPU Computing Gems, Wen-Mei Hwu, Editor, Morgan Kaufmann Publishers , California, pp.547-567, 2011

The mood of the (financial) markets: In a corpus of words and of pictures

AHMAD K., GİLLAM L., CHENG D., TAŞKAYA TEMİZEL T., AHMAD S., MANOMAİSUPAT P., et al.
in: Corpus Linguistics Around the World, Andrew Wilson,Dawn Archer,Paul Rayson, Editor, Editions Rodopi B.V., pp.17-32, 2006
Other Publications

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

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
Metrics

Publication

72

Citation (WoS)

460

H-Index (WoS)

10

Citation (Scopus)

743

H-Index (Scopus)

14

Citation (Scholar)

1577

H-Index (Scholar)

19

Citiation (TrDizin)

7

H-Index (TrDizin)

1

Project

5

Thesis Advisory

39

Open Access

33
UN Sustainable Development Goals