ARİF SELÇUK ÖĞRENCİ

Assistant Professor ARİF SELÇUK ÖĞRENCİ

Head of the Department of Electrical - Electronics Engineering

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

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

Projects

Project Name Role in the Project Project Type Fund Establishment Project Date
CyberMACS - Master of Applied Cybersecurity Araştırmacı Uluslararası Proje Erasmus/JM 01.10.2022
30.11.2028
TOP4HoneyChain : Trustable and sustainable open platform for smart honey value chains Araştırmacı Uluslararası Proje HORIZON Europe 15.09.2023
15.09.2025
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
Müşteri Fatura Şikayetlerini Önceden Tahminlemeye Yönelik Akıllı Teknolojik Çözümler Araştırmacı Ulusal Proje TÜBİTAK TEYDEB 01.01.2022
31.12.2023
Promoting Deep and Wide Thinking / Early Dual Degrees in Basic Sciences Araştırmacı Uluslararası Proje Erasmus/JM 01.09.2019
31.08.2022

Courses Offered

Course Name Course Code Period
Machine Learning and its Applications to Business BIA5610 2023/24 Summer
Computational Intelligence Project EEE405 2023/24 Summer
Applied Statistical Methods BIA5000 2023/24 Spring
Electronics II EEE304 2023/24 Spring
Scientific Discoveries and Engineering KHAS1002 2023/24 Spring
Electronics Design Project EEE208*1 2023/24 Spring
Electronics I EEE303 2023/24 Fall
Research Methods SGS501 2023/24 Fall
Research Methods and Scientific Ethics SGS601 2023/24 Fall
Design KHAS107 2023/24 Fall
Applied Statistical Methods BIA5000 2023/24 Fall
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