Seref Sagiroglu

According to our database, Seref Sagiroglu authored at least 64 papers between 1995 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

A novel geo-independent and privacy-preserved traffic speed prediction framework based on deep learning for intelligent transportation systems.

Murat Akin, Yavuz Canbay, Seref Sagiroglu

J. Supercomput., March, 2025

Explainable artificial intelligence models in intrusion detection systems.

Samed Al, Seref Sagiroglu

Eng. Appl. Artif. Intell., 2025

An Analytical System Design for Forensic Fingerprint Examination.

Bilgehan Arslan, Seref Sagiroglu

IEEE Access, 2025

2024

Development of brain tumor radiogenomic classification using GAN-based augmentation of MRI slices in the newly released gazi brains dataset.

M. Mücahit Enes Yurtsever, Yilmaz Atay, Bilgehan Arslan, Seref Sagiroglu

BMC Medical Informatics Decis. Mak., December, 2024

Developing a Green AI Platform for SMEs to Analyze Open-source Information with the Approach of Society 5.0.

Hüseyin Akarslan, Seref Sagiroglu

SN Comput. Sci., October, 2024

2023

Social big data applications and challenges.

Salih Erdem Erol, Çagla Aksoy, Seref Sagiroglu

Concurr. Comput. Pract. Exp., February, 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

Glioma Grade Classification Using CNNs and Segmentation With an Adaptive Approach Using Histogram Features in Brain MRIs.

Çagin Özkaya, Seref Sagiroglu

IEEE Access, 2023

2022

TwitterBulletin: An Intelligent and Real-Time Automated News Categorization Tool for Twitter.

Sedef Demirci, Seref Sagiroglu

J. Univers. Comput. Sci., 2022

A new utility-aware anonymization model for privacy preserving data publishing.

Yavuz Canbay, Seref Sagiroglu, Yilmaz Vural

Concurr. Comput. Pract. Exp., 2022

2021

Energy-efficient virtual security function placement in NFV-enabled networks.

Sedef Demirci, Seref Sagiroglu, Mehmet Demirci

Sustain. Comput. Informatics Syst., 2021

BenchMetrics: a systematic benchmarking method for binary classification performance metrics.

Gurol Canbek, Tugba Taskaya-Temizel, Seref Sagiroglu

Neural Comput. Appl., 2021

Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image Augmentation.

Alper Emin Cetinkaya, Murat Akin, Seref Sagiroglu

CoRR, 2021

2020

Big Data Perspective for Driver/Driving Behavior.

Ramazan Terzi, Seref Sagiroglu, Mustafa Umut Demirezen

IEEE Intell. Transp. Syst. Mag., 2020

An Overview of Machine Learning Based Approaches in DDoS Detection.

Süreyya Atasever, Ilker Özçelik, Seref Sagiroglu

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Mobile Touchless Fingerprint Acquisition And Enhancement System.

Seref Sagiroglu, Mehtap Ülker, Bilgehan Arslan

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

A New Big Data Model Using Distributed Cluster-Based Resampling for Class-Imbalance Problem.

Duygu Sinanc Terzi, Seref Sagiroglu

Appl. Comput. Syst., 2019

Optimal placement of virtual network functions in software defined networks: A survey.

Sedef Demirci, Seref Sagiroglu

J. Netw. Comput. Appl., 2019

2018

Optimal Placement of Virtual Security Functions to Minimize Energy Consumption.

Sedef Demirci, Mehmet Demirci, Seref Sagiroglu

Proceedings of the 2018 International Symposium on Networks, Computers and Communications, 2018

2017

Machine Learning Methods Used in Evaluations of Secure Biometric System Components.

Bilgehan Arslan, Mehtap Ülker, Seref Sagiroglu

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016

Novel User Modeling Approaches for Personalized Learning Environments.

Hamdi Tolga Kahraman, Seref Sagiroglu, Ilhami Colak

Int. J. Inf. Technol. Decis. Mak., 2016

Security Perspective of Biometric Recognition and Machine Learning Techniques.

Bilgehan Arslan, Ezgi Yorulmaz, Burcin Akca, Seref Sagiroglu

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015

A Hybrid Method for Intrusion Detection.

Yavuz Canbay, Seref Sagiroglu

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

A survey on security and privacy issues in big data.

Duygu Sinanc Terzi, Ramazan Terzi, Seref Sagiroglu

Proceedings of the 10th International Conference for Internet Technology and Secured Transactions, 2015

2014

Investigating Sentimental Relation between Social Media Presence and Academic Success of Turkish Universities.

Sedef Gunduz, Fatih Demirhan, Seref Sagiroglu

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

Automatic Gender Classification System from Finger 2D: 4D Ratio and Comparison of Successes with Using Different Algorithm.

Eyup Burak Ceyhan, Seref Sagiroglu, Ramazan Cesur, Kadriye Oner

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

Age Estimation from Fingerprints: Examination of the Population in Turkey.

Eyup Burak Ceyhan, Seref Sagiroglu, Ramazan Cesur, Kadriye Oner

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

Gender inference within Turkish population by using only fingerprint feature vectors.

Eyup Burak Ceyhan, Seref Sagiroglu

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014

2013

ser Knowledge Modeling Data (Students' Knowledge Levels on DC Electrical Machines).

Hamdi Tolga Kahraman, Ilhami Colak, Seref Sagiroglu

Dataset, June, 2013

User Knowledge Modeling.

Hamdi Tolga Kahraman, Ilhami Colak, Seref Sagiroglu

Dataset, June, 2013

The development of intuitive knowledge classifier and the modeling of domain dependent data.

Hamdi Tolga Kahraman, Seref Sagiroglu, Ilhami Colak

Knowl. Based Syst., 2013

A novel model for web-based adaptive educational hypermedia systems: SAHM (supervised adaptive hypermedia model).

Hamdi Tolga Kahraman, Seref Sagiroglu, Ilhami Colak

Comput. Appl. Eng. Educ., 2013

Statistical gender analysis based on fingerprint ridge density.

Eyup Burak Ceyhan, Seref Sagiroglu, Mehmet Emre Akyil

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

A review on cloud security.

Duygu Sinanc, Seref Sagiroglu

Proceedings of the 6th International Conference on Security of Information and Networks, 2013

Intelligent Approach for Identifying Political Views over Social Networks.

Uraz Yavanoglu, Medine Colak, Busra Caglar, Semra Cakir, Ozlem Milletsever, Seref Sagiroglu

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Predicting Next Location of Twitter Users for Surveillance.

Sedef Gunduz, Uraz Yavanoglu, Seref Sagiroglu

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Big data: A review.

Seref Sagiroglu, Duygu Sinanc

Proceedings of the 2013 International Conference on Collaboration Technologies and Systems, 2013

2012

A Web Based Face Counter Prediction System from Only Fingerprints.

Seref Sagiroglu, Uraz Yavanoglu

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Excitation Current Forecasting for Reactive Power Compensation in Synchronous Motors: A Data Mining Approach.

Ramazan Bayindir, Mehmet Yesilbudak, Ilhami Colak, Seref Sagiroglu

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Application of Adaptive Artificial Neural Network Method to Model the Excitation Currents of Synchronous Motors.

Ramazan Bayindir, Ilhami Colak, Seref Sagiroglu, Hamdi Tolga Kahraman

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

An Application Based on Steganography.

H. B. Karaman, Seref Sagiroglu

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011

Real-time line tracking based on web robot vision.

Nihat Yilmaz, Seref Sagiroglu

Comput. Appl. Eng. Educ., 2011

A novel web-based laboratory for DC motor experiments.

Ilhami Colak, Sevki Demirbas, Seref Sagiroglu, Erdal Irmak

Comput. Appl. Eng. Educ., 2011

An Intelligent Decision Support Tool for a Travelling Wave Ultrasonic Motor Based on k-Nearest Neighbor Algorithm.

Seref Sagiroglu, Hamdi Tolga Kahraman, Mehmet Yesilbudak, Ilhami Colak

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010

Generating One Biometric Feature from Another: Faces from Fingerprints.

Necla Özkaya, Seref Sagiroglu

Sensors, 2010

Determining Suitability of Locations for Installation of Solar Power Station Based on Probabilistic Inference.

Ilhami Colak, Seref Sagiroglu, Mehmet Demirtas, Hamdi Tolga Kahraman

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

2009

Keyloggers: Increasing Threats to Computer Security and Privacy.

Seref Sagiroglu, Gurol Canbek

IEEE Technol. Soc. Mag., 2009

Web-based mobile robot platform for real-time exercises.

Seref Sagiroglu, Nihat Yilmaz

Expert Syst. Appl., 2009

Development of an Intelligent Decision Support System for Determining the Efficiency of Shunt Active Power Filter.

Seref Sagiroglu, Ramazan Bayindir, Orhan Kaplan, Hamdi Tolga Kahraman

Proceedings of the International Conference on Machine Learning and Applications, 2009

Artificial neural network based automatic face parts prediction system from only fingerprints.

Seref Sagiroglu, Necla Özkaya

Proceedings of the 2009 IEEE Workshop on Computational Intelligence in Biometrics: Theory, 2009

2008

Intelligent face mask prediction system.

Necla Özkaya, Seref Sagiroglu

Proceedings of the International Joint Conference on Neural Networks, 2008

A User Modeling Approach to Web Based Adaptive Educational Hypermedia Systems.

Ilhami Colak, Seref Sagiroglu, Hamdi Tolga Kahraman

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Intelligent face border generation system from fingerprints.

Necla Özkaya, Seref Sagiroglu

Proceedings of the FUZZ-IEEE 2008, 2008

Artificial Neural Network Based Automatic Face Model Generation System from Only One Fingerprint.

Seref Sagiroglu, Necla Özkaya

Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008

An Intelligent Automatic Face Contour Prediction System.

Seref Sagiroglu, Necla Özkaya

Proceedings of the Advances in Artificial Intelligence , 2008

2007

Neuro-Fuzzy Controller Implementation for an Adaptive Cathodic Protection on Iraq-Turkey Crude Oil Pipeline.

M. Ali Akcayol, Seref Sagiroglu

Appl. Artif. Intell., 2007

Web-based maze robot learning using fuzzy motion control system.

Nihat Yilmaz, Seref Sagiroglu

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Web based machine learning for language identification and translation.

Seref Sagiroglu, Uraz Yavanoglu, Esra Nergis Guven

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

A web based adaptive educational system.

Hamdi Tolga Kahraman, Ilhami Colak, Seref Sagiroglu

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

2006

Elman Network with Embedded Memory for System Identification.

Adem Kalinli, Seref Sagiroglu

J. Inf. Sci. Eng., 2006

Web Robot Learning Powered by Bluetooth Communication System.

Seref Sagiroglu, Nihat Yilmaz, M. Arif Wani

Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006

An Intelligent Automatic Fingerprint Recognition System Design.

Necla Özkaya, Seref Sagiroglu, M. Arif Wani

Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006

2003

A New Approach Based on Recurrent Neural Networks for System Identification.

Adem Kalinli, Seref Sagiroglu

Proceedings of the Computer and Information Sciences, 2003

1995

Three methods of training multi-layer perceptrons to model a robot sensor.

D. T. Pham, Seref Sagiroglu

Robotica, 1995