Seref Sagiroglu

66 papers B 4C 17Journal 30Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Evaluating augmented deep networks for MRI-based brain anomaly classification. Clust. Comput. M. Mücahit Enes Yurtsever, Süleyman Eken, Bilgehan Arslan, Yilmaz Atay, Seref Sagiroglu, Emrah Celtikci, Alp Özgün Börcek, Alperen Sozer, Mustafa Caglar Sahin, Zuhal Demirtas, Kerem Nernekli
2026	J	`jnl`	Hate speech detection in Turkish: An ensemble transformer-based deep learning approach. Eng. Appl. Artif. Intell. Çagla Aksoy, Mustafa Umut Demirezen, Seref Sagiroglu
2025	J	`jnl`	A novel brain tumor magnetic resonance imaging dataset (Gazi Brains 2020): initial benchmark results and comprehensive analysis. PeerJ Comput. Sci. 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
2025	J	`jnl`	A novel geo-independent and privacy-preserved traffic speed prediction framework based on deep learning for intelligent transportation systems. J. Supercomput. Murat Akin, Yavuz Canbay, Seref Sagiroglu
2025	J	`jnl`	An Analytical System Design for Forensic Fingerprint Examination. IEEE Access Bilgehan Arslan, Seref Sagiroglu
2025	J	`jnl`	Explainable artificial intelligence models in intrusion detection systems. Eng. Appl. Artif. Intell. Samed Al, Seref Sagiroglu
2024	J	`jnl`	Developing a Green AI Platform for SMEs to Analyze Open-source Information with the Approach of Society 5.0. SN Comput. Sci. Hüseyin Akarslan, Seref Sagiroglu
2024	J	`jnl`	Development of brain tumor radiogenomic classification using GAN-based augmentation of MRI slices in the newly released gazi brains dataset. BMC Medical Informatics Decis. Mak. M. Mücahit Enes Yurtsever, Yilmaz Atay, Bilgehan Arslan, Seref Sagiroglu
2023	J	`jnl`	Glioma Grade Classification Using CNNs and Segmentation With an Adaptive Approach Using Histogram Features in Brain MRIs. IEEE Access Çagin Özkaya, Seref Sagiroglu
2023	J	`jnl`	PToPI: A Comprehensive Review, Analysis, and Knowledge Representation of Binary Classification Performance Measures/Metrics. SN Comput. Sci. Gurol Canbek, Tugba Taskaya-Temizel, Seref Sagiroglu
2023	J	`jnl`	Social big data applications and challenges. Concurr. Comput. Pract. Exp. Salih Erdem Erol, Çagla Aksoy, Seref Sagiroglu
2022	J	`jnl`	A new utility-aware anonymization model for privacy preserving data publishing. Concurr. Comput. Pract. Exp. Yavuz Canbay, Seref Sagiroglu, Yilmaz Vural
2022	J	`jnl`	TwitterBulletin: An Intelligent and Real-Time Automated News Categorization Tool for Twitter. J. Univers. Comput. Sci. Sedef Demirci, Seref Sagiroglu
2021	J	`jnl`	BenchMetrics: a systematic benchmarking method for binary classification performance metrics. Neural Comput. Appl. Gurol Canbek, Tugba Taskaya-Temizel, Seref Sagiroglu
2021	J	`jnl`	Energy-efficient virtual security function placement in NFV-enabled networks. Sustain. Comput. Informatics Syst. Sedef Demirci, Seref Sagiroglu, Mehmet Demirci
2021	J	`jnl`	Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image Augmentation. CoRR Alper Emin Cetinkaya, Murat Akin, Seref Sagiroglu
2020	—	`conf`	An Overview of Machine Learning Based Approaches in DDoS Detection. SIU Süreyya Atasever, Ilker Özçelik, Seref Sagiroglu
2020	J	`jnl`	Big Data Perspective for Driver/Driving Behavior. IEEE Intell. Transp. Syst. Mag. Ramazan Terzi, Seref Sagiroglu, Mustafa Umut Demirezen
2020	B	`conf`	Mobile Touchless Fingerprint Acquisition And Enhancement System. CEC Seref Sagiroglu, Mehtap Ülker, Bilgehan Arslan
2019	J	`jnl`	A New Big Data Model Using Distributed Cluster-Based Resampling for Class-Imbalance Problem. Appl. Comput. Syst. Duygu Sinanc Terzi, Seref Sagiroglu
2019	J	`jnl`	Optimal placement of virtual network functions in software defined networks: A survey. J. Netw. Comput. Appl. Sedef Demirci, Seref Sagiroglu
2018	C	`conf`	Optimal Placement of Virtual Security Functions to Minimize Energy Consumption. ISNCC Sedef Demirci, Mehmet Demirci, Seref Sagiroglu
2017	C	`conf`	Machine Learning Methods Used in Evaluations of Secure Biometric System Components. ICMLA Bilgehan Arslan, Mehtap Ülker, Seref Sagiroglu
2016	J	`jnl`	Novel User Modeling Approaches for Personalized Learning Environments. Int. J. Inf. Technol. Decis. Mak. Hamdi Tolga Kahraman, Seref Sagiroglu, Ilhami Colak
2016	C	`conf`	Security Perspective of Biometric Recognition and Machine Learning Techniques. ICMLA Bilgehan Arslan, Ezgi Yorulmaz, Burcin Akca, Seref Sagiroglu
2015	C	`conf`	A Hybrid Method for Intrusion Detection. ICMLA Yavuz Canbay, Seref Sagiroglu
2015	—	`conf`	A survey on security and privacy issues in big data. ICITST Duygu Sinanc Terzi, Ramazan Terzi, Seref Sagiroglu
2014	C	`conf`	Age Estimation from Fingerprints: Examination of the Population in Turkey. ICMLA Eyup Burak Ceyhan, Seref Sagiroglu, Ramazan Cesur, Kadriye Oner
2014	C	`conf`	Automatic Gender Classification System from Finger 2D: 4D Ratio and Comparison of Successes with Using Different Algorithm. ICMLA Eyup Burak Ceyhan, Seref Sagiroglu, Ramazan Cesur, Kadriye Oner
2014	—	`conf`	Gender inference within Turkish population by using only fingerprint feature vectors. CIBIM Eyup Burak Ceyhan, Seref Sagiroglu
2014	C	`conf`	Investigating Sentimental Relation between Social Media Presence and Academic Success of Turkish Universities. ICMLA Sedef Gunduz, Fatih Demirhan, Seref Sagiroglu
2013	J	`jnl`	A novel model for web-based adaptive educational hypermedia systems: SAHM (supervised adaptive hypermedia model). Comput. Appl. Eng. Educ. Hamdi Tolga Kahraman, Seref Sagiroglu, Ilhami Colak
2013	C	`conf`	A review on cloud security. SIN Duygu Sinanc, Seref Sagiroglu
2013	—	`conf`	Big data: A review. CTS Seref Sagiroglu, Duygu Sinanc
2013	—	`conf`	Intelligent Approach for Identifying Political Views over Social Networks. ICMLA (2) Uraz Yavanoglu, Medine Colak, Busra Caglar, Semra Cakir, Ozlem Milletsever, Seref Sagiroglu
2013	—	`conf`	Predicting Next Location of Twitter Users for Surveillance. ICMLA (2) Sedef Gunduz, Uraz Yavanoglu, Seref Sagiroglu
2013	—	`conf`	Statistical gender analysis based on fingerprint ridge density. SIU Eyup Burak Ceyhan, Seref Sagiroglu, Mehmet Emre Akyil
2013	J	`jnl`	The development of intuitive knowledge classifier and the modeling of domain dependent data. Knowl. Based Syst. Hamdi Tolga Kahraman, Seref Sagiroglu, Ilhami Colak
2012	—	`conf`	A Web Based Face Counter Prediction System from Only Fingerprints. ICMLA (2) Seref Sagiroglu, Uraz Yavanoglu
2012	B	`conf`	An Application Based on Steganography. ASONAM H. B. Karaman, Seref Sagiroglu
2012	—	`conf`	Application of Adaptive Artificial Neural Network Method to Model the Excitation Currents of Synchronous Motors. ICMLA (2) Ramazan Bayindir, Ilhami Colak, Seref Sagiroglu, Hamdi Tolga Kahraman
2012	—	`conf`	Excitation Current Forecasting for Reactive Power Compensation in Synchronous Motors: A Data Mining Approach. ICMLA (2) Ramazan Bayindir, Mehmet Yesilbudak, Ilhami Colak, Seref Sagiroglu
2011	J	`jnl`	A novel web-based laboratory for DC motor experiments. Comput. Appl. Eng. Educ. Ilhami Colak, Sevki Demirbas, Seref Sagiroglu, Erdal Irmak
2011	—	`conf`	An Intelligent Decision Support Tool for a Travelling Wave Ultrasonic Motor Based on k-Nearest Neighbor Algorithm. ICMLA (2) Seref Sagiroglu, Hamdi Tolga Kahraman, Mehmet Yesilbudak, Ilhami Colak
2011	J	`jnl`	Real-time line tracking based on web robot vision. Comput. Appl. Eng. Educ. Nihat Yilmaz, Seref Sagiroglu
2010	C	`conf`	Determining Suitability of Locations for Installation of Solar Power Station Based on Probabilistic Inference. ICMLA Ilhami Colak, Seref Sagiroglu, Mehmet Demirtas, Hamdi Tolga Kahraman
2010	J	`jnl`	Generating One Biometric Feature from Another: Faces from Fingerprints. Sensors Necla Özkaya, Seref Sagiroglu
2009	—	`conf`	Artificial neural network based automatic face parts prediction system from only fingerprints. CIB Seref Sagiroglu, Necla Özkaya
2009	C	`conf`	Development of an Intelligent Decision Support System for Determining the Efficiency of Shunt Active Power Filter. ICMLA Seref Sagiroglu, Ramazan Bayindir, Orhan Kaplan, Hamdi Tolga Kahraman
2009	J	`jnl`	Keyloggers: Increasing Threats to Computer Security and Privacy. IEEE Technol. Soc. Mag. Seref Sagiroglu, Gurol Canbek
2009	J	`jnl`	Web-based mobile robot platform for real-time exercises. Expert Syst. Appl. Seref Sagiroglu, Nihat Yilmaz
2008	C	`conf`	A User Modeling Approach to Web Based Adaptive Educational Hypermedia Systems. ICMLA Ilhami Colak, Seref Sagiroglu, Hamdi Tolga Kahraman
2008	—	`conf`	An Intelligent Automatic Face Contour Prediction System. Canadian AI Seref Sagiroglu, Necla Özkaya
2008	—	`conf`	Artificial Neural Network Based Automatic Face Model Generation System from Only One Fingerprint. ANNPR Seref Sagiroglu, Necla Özkaya
2008	B	`conf`	Intelligent face border generation system from fingerprints. FUZZ-IEEE Necla Özkaya, Seref Sagiroglu
2008	B	`conf`	Intelligent face mask prediction system. IJCNN Necla Özkaya, Seref Sagiroglu
2008	C	`ed.`	The Sixth International Conference on Machine Learning and Applications, ICMLA 2007, Cincinnati, Ohio, USA, 13-15 December 2007 ICMLA M. Arif Wani, Mehmed M. Kantardzic, Tao Li, Ying Liu, Lukasz A. Kurgan, Jieping Ye, Mitsunori Ogihara, Seref Sagiroglu, Xue-wen Chen, Leif E. Peterson, Khalid Hafeez
2007	C	`conf`	A web based adaptive educational system. ICMLA Hamdi Tolga Kahraman, Ilhami Colak, Seref Sagiroglu
2007	J	`jnl`	Neuro-Fuzzy Controller Implementation for an Adaptive Cathodic Protection on Iraq-Turkey Crude Oil Pipeline. Appl. Artif. Intell. M. Ali Akcayol, Seref Sagiroglu
2007	C	`conf`	Web based machine learning for language identification and translation. ICMLA Seref Sagiroglu, Uraz Yavanoglu, Esra Nergis Guven
2007	C	`conf`	Web-based maze robot learning using fuzzy motion control system. ICMLA Nihat Yilmaz, Seref Sagiroglu
2006	C	`conf`	An Intelligent Automatic Fingerprint Recognition System Design. ICMLA Necla Özkaya, Seref Sagiroglu, M. Arif Wani
2006	J	`jnl`	Elman Network with Embedded Memory for System Identification. J. Inf. Sci. Eng. Adem Kalinli, Seref Sagiroglu
2006	C	`conf`	Web Robot Learning Powered by Bluetooth Communication System. ICMLA Seref Sagiroglu, Nihat Yilmaz, M. Arif Wani
2003	—	`conf`	A New Approach Based on Recurrent Neural Networks for System Identification. ISCIS Adem Kalinli, Seref Sagiroglu
1995	J	`jnl`	Three methods of training multi-layer perceptrons to model a robot sensor. Robotica D. T. Pham, Seref Sagiroglu