ARİF SELÇUK ÖĞRENCİ

Assistant Professor
 ARİF SELÇUK ÖĞRENCİ

Head of the Department of Electrical - Electronics Engineering

D BLOK 1. KAT 220

+90 (212) 533 65 32 / 1406

ogrenci@khas.edu.tr

CV

https://webprs.khas.edu.tr/~sogrenci

Google Scholar

ORCID

LinkedIn

Education

Doctorate

BOĞAZİÇİ ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği

Master's Degree

BOĞAZİÇİ ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği

Bachelor's Degree

BOĞAZİÇİ ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği

Research Areas

  • Hesaplamalı zeka
  • Etkin öğretim

Work Experience

1999 / Continuing Öğretim Üyesi
Kadir Has Üniversitesi

Publications

  • "Epidemic Models for Chemical Gel Phase Transformation: Effect of Optical Measurements with Different Wavelengths",
    Ogrenci, Arif Selcuk; Bilge, Ayse Humeyra; Pekcan, Onder; Incegul, Metehan; Journal of Macromolecular Science, Part B: Physics, (2023) DOI: 10.1080/00222348.2023.2203556
  • "Using Hybrid Approaches for Credit Application Scoring",
    Mirza, Fuat Kaan; Ogrenci, Arif Selcuk; IEEE 23rd International Symposium on Computational Intelligence and Informatics, CINTI 2023 - Proceedings, (2023) 111-116 DOI: 10.1109/CINTI59972.2023.10382025
  • "Air quality prediction using CNN+LSTM-based hybrid deep learning architecture",
    Gilik, Aysenur; Ogrenci, Arif Selcuk; Ozmen, Atilla; Environmental Science and Pollution Research, (2022) Vol.29, No.8, 11920-11938 DOI: 10.1007/s11356-021-16227-w
  • "MuscleNET: Smart Predictive Analysis for Muscular Activity Using Wearable Sensors",
    Gemici, Mucahit; Korkmaz, Kazim; Ayhan, Nail Tugberk; Soylu, Sule; Guc, Faruk; Ogrenci, Arif Selcuk; Proceedings - 2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, (2022) DOI: 10.1109/ASYU56188.2022.9925553
  • "A hybrid deep learning framework for unsupervised anomaly detection in multivariate spatio-temporal data",
    Karadayi, Yildiz; Aydin, Mehmet N.; Ög˘renci, A. Selçuk; Applied Sciences (Switzerland), (2020) Vol.10, No.15, DOI: 10.3390/app10155191
  • "Unsupervised anomaly detection in multivariate spatio-temporal data using deep learning: Early detection of covid-19 outbreak in Italy",
    Karadayi, Yildiz; Aydin, Mehmet N.; Öğrenci, Arif Selçuk; IEEE Access, (2020) Vol.8, 164155-164177 DOI: 10.1109/ACCESS.2020.3022366
  • "Mathematical models for phase transitions in biogels",
    Bilge, Ayse Humeyra; Ogrenci, Arif Selcuk; Pekcan, Onder; Modern Physics Letters B, (2019) Vol.33, No.9, DOI: 10.1142/S0217984919501112
  • "Sickle Cell Anemia Detection",
    Albayrak, Batuhan; Darici, Muazzez Buket; Kiraci, Furkan; Oǧrenci, Arif Selçuk; Ozmen, Atilla; Ertez, Kerem; 2018 Medical Technologies National Congress, TIPTEKNO 2018, (2018) DOI: 10.1109/TIPTEKNO.2018.8597092
  • "Anomaly detection in walking trajectory",
    Ogrenci, Arif Selcuk; 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, (2018) 1-4 DOI: 10.1109/SIU.2018.8404797
  • "Fuzzy logic for decision extraction from product reviews",
    Altabbaa, Mhd Tahssin; Ayabakan, Tarik; Ogrenci, Arif Selcuk; 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing, ICECDS 2017, (2018) 82-85 DOI: 10.1109/ICECDS.2017.8389573
  • "Mathematical Characterization of Thermo-reversible Phase Transitions of Agarose Gels",
    Ogrenci, Arif Selcuk; Pekcan, Onder; Kara, Selim; Bilge, Ayse Humeyra; Journal of Macromolecular Science, Part B: Physics, (2018) Vol.57, No.5, 364-376 DOI: 10.1080/00222348.2018.1463052
  • "Beacons for indoor positioning",
    Cay, Elif; Mert, Yeliz; Bahcetepe, Ali; Akyazi, Bugra Kagan; Ogrenci, Arif Selcuk; Proceedings of 2017 International Conference on Engineering and Technology, ICET 2017, (2018) Vol.2018-January, 1-5 DOI: 10.1109/ICEngTechnol.2017.8308143
  • "Transmitter source location estimation using crowd data",
    Ogrenci, Arif Selcuk; Arsan, Taner; Computers and Electrical Engineering, (2018) Vol.66, 127-138 DOI: 10.1016/j.compeleceng.2017.09.026
  • "Sparse Channel Estimation for Space-Time Block Coded OFDM-Based Underwater Acoustic Channels",
    Altabbaa, Mhd Tahssin; Ogrenci, Arif Selcuk; Panayirci, Erdal; Poor, H. Vincent; 2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings, (2018) DOI: 10.1109/GLOCOM.2018.8647219
  • "Epidemic models for phase transitions: application to a physical gel",
    Bilge, A. H.; Pekcan, O.; Kara, S.; Ogrenci, A. S.; Phase Transitions, (2017) Vol.90, No.9, 905-913 DOI: 10.1080/01411594.2017.1286487
  • "Weight exchange in distributed learning",
    Dorner, Julian; Favrichon, Samuel; Ogrenci, Arif Selcuk; Proceedings of the International Joint Conference on Neural Networks, (2016) Vol.2016-October, 3081-3084 DOI: 10.1109/IJCNN.2016.7727591
  • "Channel estimation for visible light communications using neural networks",
    Yesilkaya, Anil; Karatalay, Onur; Ogrenci, Arif Selcuk; Panayirci, Erdal; Proceedings of the International Joint Conference on Neural Networks, (2016) Vol.2016-October, 320-325 DOI: 10.1109/IJCNN.2016.7727215
  • "Why do students prefer search engines over academic databases",
    Öǧrenci, Arif Selçuk; 2013 12th International Conference on Information Technology Based Higher Education and Training, ITHET 2013, (2013) DOI: 10.1109/ITHET.2013.6671054
  • "Complex event post processing for traffic accidents",
    Ogrenci, A. S.; CINTI 2012 - 13th IEEE International Symposium on Computational Intelligence and Informatics, Proceedings, (2012) 341-345 DOI: 10.1109/CINTI.2012.6496787
  • "Empirical results about efforts for effective teaching to y-generation freshman students",
    Öǧrenci, Arif Selçuk; 2012 International Conference on Information Technology Based Higher Education and Training, ITHET 2012, (2012) DOI: 10.1109/ITHET.2012.6246043
  • "A systems software architecture for training neural, fuzzy neural and genetic computational intelligent networks",
    Arsan, Taner; Öǧrenci, Arif Selçuk; Saydam, Tuncay; IEEE International Conference on Neural Networks - Conference Proceedings, (2006) 5275-5280 DOI: 10.1109/ijcnn.2006.247282
  • "An open software architecture of neural networks: Neurosoft",
    Öǧrenci, Arif Selçuk; Arsan, Taner; Saydam, Tuncay; Proceedings of the Eigtht IASTED International Conference on Software Engineering and Applications, (2004) 186-191
  • "Analog VLSI Design Automation"
    Balkir, Sina; Dündar, Günhan; Öğrenci, A. Selçuk; (2003)
  • "Parameter quantization effects in Gaussian potential function neural networks",
    Karakuş, Erkan; Öǧrenci, Arif Selçuk; Dündar, Günhan; Advances in Neural Networks and Applications, (2001) 247-252
  • "Fault-tolerant training of neural networks in the presence of MOS transistor mismatches",
    Öĝrenci, Arif Selçuk; Dündar, Günhan; Balktr, Sina; IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, (2001) Vol.48, No.3, 272-281 DOI: 10.1109/82.924069
  • "VLSI implementation of GRBF (Gaussian Radial Basis Function) networks",
    Cevikbas, I. C.; Ogrenci, A. S.; Dundar, G.; Balkir, S.; Proceedings - IEEE International Symposium on Circuits and Systems, (2000) Vol.3, DOI: 10.1109/ISCAS.2000.857566
  • "VLSI implementation of GRBF (Gaussian Radial Basis Function) networks",
    Çevikbaş, I. C.; Ögrenci, A. S.; Dündar, G.; Balkir, S.; Proceedings - IEEE International Symposium on Circuits and Systems, (2000) Vol.3, III-646-III-649 DOI: 10.1109/ISCAS.2000.856143
  • "ANNSyS: An Analog Neural Network Synthesis System",
    Bayraktaroǧlu, Ismet; Öǧrenci, Arif Selçuk; Dündar, Günhan; Balkir, Sina; Alpaydin, Ethem; Neural Networks, (1999) Vol.12, No.2, 325-338 DOI: 10.1016/S0893-6080(98)00122-1
  • "Annsys (an analog neural network synthesis system)",
    Bayraktaroglu, I.; Ogrenci, A. S.; Dundar, G.; Balkir, S.; Alpaydin, E.; IEEE International Conference on Neural Networks - Conference Proceedings, (1997) Vol.2, 910-915 DOI: 10.1109/ICNN.1997.616146

Projects

Project Name Role in the Project Project Type Fund Establishment Start Date End Date
"ŞİRKET KREDİ BAŞVURULARINDA DİNAMİK FİNANSAL SKORLAMA ve KREDİLENDİRME için YAPAY ZEKA TABANLI KARAR DESTEK SİSTEMİ" Yürütücü Ulusal Proje TÜBİTAK TEYDEB 01.10.2022
 30.09.2024

Courses Offered

Course Name Course Code Period
Special Topics in Electronics Engineering I EE550*1 2024/25 Spring
Electronics Design Project EEE208*2 2024/25 Spring
Electronics II EEE304*1 2024/25 Spring
Computational Intelligence Project EEE405 2024/25 Spring
Introduction to Electrical-Electronics Engineering EEE104 2024/25 Spring
Machine Learning and its Applications to Business BIA5610 2024/25 Spring
Research Methods SGS501 2024/25 Fall
Research Methods and Scientific Ethics SGS601 2024/25 Fall
Applied Statistical Methods BIA5000 2024/25 Fall
Electronics I EEE303*1 2024/25 Fall
Software-Hardware Integration Project EEE309*1 2024/25 Fall