Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

BenchMetrics: a systematic benchmarking method for binary classification performance metrics

NEURAL COMPUTING & APPLICATIONS, vol.33, no.21, pp.14623-14650, 2021 (Journal Indexed in SCI) identifier identifier

A Non-Parametric Algorithm for Discovering Triggering Patterns of Spatio-Temporal Event Types

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, vol.29, no.12, pp.2629-2642, 2017 (Journal Indexed in SCI) identifier identifier

Density aware anomaly detection in crowded scenes

IET COMPUTER VISION, vol.10, no.5, pp.374-381, 2016 (Journal Indexed in SCI) Creative Commons License identifier identifier

Real-time multi-camera video analytics system on GPU

JOURNAL OF REAL-TIME IMAGE PROCESSING, vol.11, no.3, pp.457-472, 2016 (Journal Indexed in SCI) identifier identifier

The impact of individual differences on influence strategies

PERSONALITY AND INDIVIDUAL DIFFERENCES, vol.87, pp.147-152, 2015 (Journal Indexed in SSCI) identifier identifier

A Bayesian Estimation Framework for Pharmacogenomics Driven Warfarin Dosing: A Comparative Study

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, vol.19, no.5, pp.1724-1733, 2015 (Journal Indexed in SCI) identifier identifier identifier

A framework for automatic information quality ranking of diabetes websites

INFORMATICS FOR HEALTH & SOCIAL CARE, vol.40, no.1, pp.45-66, 2015 (Journal Indexed in SCI) Sustainable Development identifier identifier identifier

Automatic information timeliness assessment of diabetes web sites by evidence based medicine

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, vol.117, no.2, pp.104-113, 2014 (Journal Indexed in SCI) Sustainable Development identifier identifier identifier

A Framework to Detect Disguised Missing Data

KNOWLEDGE DISCOVERY PRACTICES AND EMERGING APPLICATIONS OF DATA MINING: TRENDS AND NEW DOMAINS, pp.1-22, 2011 (Journal Indexed in SCI) identifier

A comparative study of autoregressive neural network hybrids

NEURAL NETWORKS, vol.18, pp.781-789, 2005 (Journal Indexed in SCI) Creative Commons License identifier identifier identifier

Pre-processing inputs for optimally-configured time-delay neural networks

ELECTRONICS LETTERS, vol.41, no.4, pp.198-200, 2005 (Journal Indexed in SCI) identifier identifier

Interactive visual user interfaces: A survey

ARTIFICIAL INTELLIGENCE REVIEW, vol.19, no.4, pp.263-283, 2003 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting

ECML -PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases), Würzburg, Germany, 16 - 20 September 2019

How Clickable Are Your Food Photos?

GPU Technology Conference, Munich, Germany, 9 - 11 October 2018

Forecasting Heroin Overdose Occurrences from Crime Incidents

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

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

14th International Conference on Mobile Web and Intelligent Information Systems, MobiWIS 2017, Prague, Czech Republic, 21 - 23 August 2017, pp.45-53 identifier identifier

UBDroid Kullanıcı Davranış Analizi için Akıllı Telefon Uygulamaları Kullanım İzleme Aracı

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

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

2nd International Conference on Higher Education Advances (HEAd), Valencia, Spain, 21 - 23 June 2016, vol.228, pp.383-389 identifier

A Study on User Perception of Mobile Commerce for Android and iOS Device Users

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

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

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

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

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

Second International Workshop on Behavior Change Support Systems(BCSS2014), Padua, Italy, 22 - 23 May 2014, pp.27-40

Clustering of Local Behaviour in Crowd Videos

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.818-821 identifier

DENSITY ESTIMATION IN CROWD VIDEOS

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.822-825 identifier

Real-time global anomaly detection for crowd video surveillance using SIFT

International Conference on Imaging for Crime Detection and Prevention (ICDP 2013), London, United Kingdom, 16 - 17 December 2013

An Unsupervised Method for Anomaly Detection from Crowd Videos

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 April 2013 identifier identifier

Feature Detection and Tracking for Extraction of Crowd Dynamics

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 April 2013 identifier identifier

A Hadoop solution for ballistic image analysis and recognition

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

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

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

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

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?

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

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

7th International Conference on Information Visualization (IV 2003), London, Canada, 16 - 18 July 2003, pp.320-326 identifier identifier

Books & Book Chapters

Policy Implications of the D4R Challenge

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

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

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

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

in: Corpus Linguistics Around the World, Andrew Wilson,Dawn Archer,Paul Rayson, Editor, Editions Rodopi B.V., pp.17-32, 2006

Other Publications