Three methods of training multi-layer perceptrons to model a robot sensor. - D. T. Pham; Seref Sagiroglu (Robotica, 1995)

A New Approach Based on Recurrent Neural Networks for System Identification. - Adem Kalinli; Seref Sagiroglu (ISCIS, 2003)

An Intelligent Automatic Fingerprint Recognition System Design. - Necla Özkaya; Seref Sagiroglu; M. Arif Wani (ICMLA, 2006)

Web Robot Learning Powered by Bluetooth Communication System. - Seref Sagiroglu; Nihat Yilmaz; M. Arif Wani (ICMLA, 2006)

Elman Network with Embedded Memory for System Identification. - Adem Kalinli; Seref Sagiroglu (J. Inf. Sci. Eng., 2006)

A web based adaptive educational system. - Hamdi Tolga Kahraman; Ilhami Colak; Seref Sagiroglu (ICMLA, 2007)

Web based machine learning for language identification and translation. - Seref Sagiroglu; Uraz Yavanoglu; Esra Nergis Guven (ICMLA, 2007)

Web-based maze robot learning using fuzzy motion control system. - Nihat Yilmaz; Seref Sagiroglu (ICMLA, 2007)

Neuro-Fuzzy Controller Implementation for an Adaptive Cathodic Protection on Iraq-Turkey Crude Oil Pipeline. - M. Ali Akcayol 001; Seref Sagiroglu (Appl. Artif. Intell., 2007)

An Intelligent Automatic Face Contour Prediction System. - Seref Sagiroglu; Necla Özkaya (Canadian AI, 2008)

Artificial Neural Network Based Automatic Face Model Generation System from Only One Fingerprint. - Seref Sagiroglu; Necla Özkaya (ANNPR, 2008)

Intelligent face border generation system from fingerprints. - Necla Özkaya; Seref Sagiroglu (FUZZ-IEEE, 2008)

A User Modeling Approach to Web Based Adaptive Educational Hypermedia Systems. - Ilhami Colak; Seref Sagiroglu; Hamdi Tolga Kahraman (ICMLA, 2008)

Intelligent face mask prediction system. - Necla Özkaya; Seref Sagiroglu (IJCNN, 2008)

Artificial neural network based automatic face parts prediction system from only fingerprints. - Seref Sagiroglu; Necla Özkaya (CIB, 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 (ICMLA, 2009)

Web-based mobile robot platform for real-time exercises. - Seref Sagiroglu; Nihat Yilmaz (Expert Syst. Appl., 2009)

Keyloggers: Increasing Threats to Computer Security and Privacy. - Seref Sagiroglu; Gurol Canbek (IEEE Technol. Soc. Mag., 2009)

Determining Suitability of Locations for Installation of Solar Power Station Based on Probabilistic Inference. - Ilhami Colak; Seref Sagiroglu; Mehmet Demirtas; Hamdi Tolga Kahraman (ICMLA, 2010)

Generating One Biometric Feature from Another: Faces from Fingerprints. - Necla Özkaya; Seref Sagiroglu (Sensors, 2010)

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 (ICMLA (2), 2011)

A novel web-based laboratory for DC motor experiments. - Ilhami Colak; Sevki Demirbas; Seref Sagiroglu; Erdal Irmak (Comput. Appl. Eng. Educ., 2011)

Real-time line tracking based on web robot vision. - Nihat Yilmaz; Seref Sagiroglu (Comput. Appl. Eng. Educ., 2011)

An Application Based on Steganography. - H. B. Karaman; Seref Sagiroglu (ASONAM, 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 (ICMLA (2), 2012)

Excitation Current Forecasting for Reactive Power Compensation in Synchronous Motors: A Data Mining Approach. - Ramazan Bayindir; Mehmet Yesilbudak; Ilhami Colak; Seref Sagiroglu (ICMLA (2), 2012)

A Web Based Face Counter Prediction System from Only Fingerprints. - Seref Sagiroglu; Uraz Yavanoglu (ICMLA (2), 2012)

Big data: A review. - Seref Sagiroglu; Duygu Sinanc (CTS, 2013)

Predicting Next Location of Twitter Users for Surveillance. - Sedef Gunduz; Uraz Yavanoglu; Seref Sagiroglu (ICMLA (2), 2013)

Intelligent Approach for Identifying Political Views over Social Networks. - Uraz Yavanoglu; Medine Colak; Busra Caglar; Semra Cakir; Ozlem Milletsever; Seref Sagiroglu (ICMLA (2), 2013)

A review on cloud security. - Duygu Sinanc; Seref Sagiroglu (SIN, 2013)

Statistical gender analysis based on fingerprint ridge density. - Eyup Burak Ceyhan; Seref Sagiroglu; Mehmet Emre Akyil (SIU, 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)

The development of intuitive knowledge classifier and the modeling of domain dependent data. - Hamdi Tolga Kahraman; Seref Sagiroglu; Ilhami Colak (Knowl. Based Syst., 2013)

User Knowledge Modeling. - Hamdi Tolga Kahraman; Ilhami Colak; Seref Sagiroglu (UCI Machine Learning Repository, 2013)

ser Knowledge Modeling Data (Students' Knowledge Levels on DC Electrical Machines). - Hamdi Tolga Kahraman; Ilhami Colak; Seref Sagiroglu (UCI Machine Learning Repository, 2013)

Gender inference within Turkish population by using only fingerprint feature vectors. - Eyup Burak Ceyhan; Seref Sagiroglu (CIBIM, 2014)

Age Estimation from Fingerprints: Examination of the Population in Turkey. - Eyup Burak Ceyhan; Seref Sagiroglu; Ramazan Cesur; Kadriye Oner (ICMLA, 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 (ICMLA, 2014)

Investigating Sentimental Relation between Social Media Presence and Academic Success of Turkish Universities. - Sedef Gunduz; Fatih Demirhan; Seref Sagiroglu (ICMLA, 2014)

A survey on security and privacy issues in big data. - Duygu Sinanc Terzi; Ramazan Terzi; Seref Sagiroglu (ICITST, 2015)

A Hybrid Method for Intrusion Detection. - Yavuz Canbay; Seref Sagiroglu (ICMLA, 2015)

Security Perspective of Biometric Recognition and Machine Learning Techniques. - Bilgehan Arslan; Ezgi Yorulmaz; Burcin Akca; Seref Sagiroglu (ICMLA, 2016)

Novel User Modeling Approaches for Personalized Learning Environments. - Hamdi Tolga Kahraman; Seref Sagiroglu; Ilhami Colak (Int. J. Inf. Technol. Decis. Mak., 2016)

Machine Learning Methods Used in Evaluations of Secure Biometric System Components. - Bilgehan Arslan; Mehtap Ülker; Seref Sagiroglu (ICMLA, 2017)

Optimal Placement of Virtual Security Functions to Minimize Energy Consumption. - Sedef Demirci; Mehmet Demirci; Seref Sagiroglu (ISNCC, 2018)

Optimal placement of virtual network functions in software defined networks: A survey. - Sedef Demirci; Seref Sagiroglu (J. Netw. Comput. Appl., 2019)

A New Big Data Model Using Distributed Cluster-Based Resampling for Class-Imbalance Problem. - Duygu Sinanc Terzi; Seref Sagiroglu (Appl. Comput. Syst., 2019)

Mobile Touchless Fingerprint Acquisition And Enhancement System. - Seref Sagiroglu; Mehtap Ülker; Bilgehan Arslan (CEC, 2020)

An Overview of Machine Learning Based Approaches in DDoS Detection. - Süreyya Atasever; Ilker Özçelik; Seref Sagiroglu (SIU, 2020)

Big Data Perspective for Driver/Driving Behavior. - Ramazan Terzi; Seref Sagiroglu; Mustafa Umut Demirezen (IEEE Intell. Transp. Syst. Mag., 2020)

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)

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

Energy-efficient virtual security function placement in NFV-enabled networks. - Sedef Demirci; Seref Sagiroglu; Mehmet Demirci (Sustain. Comput. Informatics Syst., 2021)

A new utility-aware anonymization model for privacy preserving data publishing. - Yavuz Canbay; Seref Sagiroglu; Yilmaz Vural (Concurr. Comput. Pract. Exp., 2022)

TwitterBulletin: An Intelligent and Real-Time Automated News Categorization Tool for Twitter. - Sedef Demirci; Seref Sagiroglu (J. Univers. Comput. Sci., 2022)

Glioma Grade Classification Using CNNs and Segmentation With an Adaptive Approach Using Histogram Features in Brain MRIs. - Çagin Özkaya; Seref Sagiroglu (IEEE Access, 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)

Social big data applications and challenges. - Salih Erdem Erol; Çagla Aksoy; Seref Sagiroglu (Concurr. Comput. Pract. Exp., 2023)

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., 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., 2024)

An Analytical System Design for Forensic Fingerprint Examination. - Bilgehan Arslan; Seref Sagiroglu (IEEE Access, 2025)

Explainable artificial intelligence models in intrusion detection systems. - Samed Al; Seref Sagiroglu (Eng. Appl. Artif. Intell., 2025)

A novel brain tumor magnetic resonance imaging dataset (Gazi Brains 2020): initial benchmark results and comprehensive analysis. - Seref Sagiroglu; Ramazan Terzi; Emrah Celtikci; Alp Özgün Börcek; Yilmaz Atay; Bilgehan Arslan; Mustafa Caglar Sahin; Kerem Nernekli; Mustafa Umut Demirezen; Okan Bilge Özdemir; Kevser Özdem Karaca; Nuh Azginoglu (PeerJ Comput. Sci., 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., 2025)