Metrikler
Yayın
31
Açık Erişim
1
BM Sürdürülebilir Kalkınma Amaçları
Eğitim Bilgileri
2012 - 2017
2012 - 2017Doktora
Yıldız Teknik Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği (Dr), Türkiye
2009 - 2012
2009 - 2012Yüksek Lisans
Islamic Azad University, Computer Engineering, İran
2004 - 2008
2004 - 2008Lisans
Islamic Azad University, Computer Engineering, İran
Yaptığı Tezler
2017
2017Doktora
Splice site prediction using machine learning
Yıldız Teknik Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği (Dr)
2012
2012Yüksek Lisans
Using Skeleton of Polygon on Euclidean Steiner Tree Problem
Islami Azad Üniversitesi
Yabancı Diller
B2 Orta Üstü
B2 Orta Üstüİngilizce
Araştırma Alanları
Bilgisayar Bilimleri
Yönetimsel Görevler
2022 - Devam Ediyor
2022 - Devam EdiyorBölüm Başkan Yardımcısı
İstanbul Gelişim Üniversitesi, MÜHENDİSLİK VE MİMARLIK FAKÜLTESİ, YAZILIM MÜHENDİSLİĞİ
2021 - Devam Ediyor
2021 - Devam EdiyorErasmus Programı Kurum Koordinatörü
İstanbul Gelişim Üniversitesi
Verdiği Dersler
Lisans
Lisans
TEMEL PROGRAMLAMA II
INTRODUCTION TO COMPUTER PROGRAMMING
BİLGİSAYAR PROGRAMLAMAYA GİRİŞ
BİLGİSAYAR PROGRAMLAMA I
VERİ YAPILARI VE ALGORİTMALAR
BİLGİSAYAR PROGRAMLAMA II
MAKİNE ÖĞRENMESİ
YAPAY SİNİR AĞLARI
VERİ MADENCİLİĞİ
GÖRSEL PROGRAMLAMA
BİLGİSAYAR PROGRAMLAMAYA GİRİŞ
YAPAY SİNİR AĞLARI
Makaleler
Tümü (16)
SCI-E, SSCI, AHCI (13)
SCI-E, SSCI, AHCI, ESCI (15)
Scopus (15)
TRDizin (1)
2024
20241. Developing machine learning-based ground motion models to predict peak ground velocity in Turkiye
Kuran F., Tanırcan G., PASHAEI E.
Journal of Seismology
, cilt.28, sa.5, ss.1183-1204, 2024 (SCI-Expanded, Scopus)
2023
20232. Performance evaluation of machine learning techniques in predicting cumulative absolute velocity
Kuran F., Tanırcan G., PASHAEI E.
Soil Dynamics and Earthquake Engineering
, cilt.174, 2023 (SCI-Expanded, Scopus)
2023
20233. Gaussian quantum arithmetic optimization-based histogram equalization for medical image enhancement
Pashaei E., PASHAEI E.
Multimedia Tools and Applications
, cilt.82, sa.22, ss.34725-34748, 2023 (SCI-Expanded, Scopus)
2023
20234. A fusion approach based on black hole algorithm and particle swarm optimization for image enhancement
Pashaei E., Pashaei E.
Multimedia Tools and Applications
, cilt.82, sa.1, ss.297-325, 2023 (SCI-Expanded, Scopus)
2023
20235. Hybrid binary COOT algorithm with simulated annealing for feature selection in high-dimensional microarray data
Pashaei E., Pashaei E.
Neural Computing and Applications
, cilt.35, sa.1, ss.353-374, 2023 (SCI-Expanded, Scopus)
2022
20226. Mutation-based Binary Aquila optimizer for gene selection in cancer classification
Pashaei E.
Computational Biology and Chemistry
, cilt.101, 2022 (SCI-Expanded, Scopus)
2022
20227. Hybrid binary arithmetic optimization algorithm with simulated annealing for feature selection in high-dimensional biomedical data
Pashaei E., Pashaei E.
Journal of Supercomputing
, cilt.78, sa.13, ss.15598-15637, 2022 (SCI-Expanded, Scopus)
2022
20228. An efficient binary chimp optimization algorithm for feature selection in biomedical data classification
Pashaei E., Pashaei E.
Neural Computing and Applications
, cilt.34, sa.8, ss.6427-6451, 2022 (SCI-Expanded, Scopus)
2022
20229. Hybrid Hypercube Optimization Search Algorithm and Multilayer Perceptron Neural Network for Medical Data Classification
Tunay M., Pashaei E., Pashaei E.
Computational Intelligence and Neuroscience
, cilt.2022, 2022 (SCI-Expanded, Scopus)
2021
202110. Konuşmalardaki duygunun evrişimsel LSTM modeli ile tespiti
ÖZTÜRK Ö. F., PASHAEI E.
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
, cilt.12, sa.4, ss.581-589, 2021 (TRDizin)
2021
202111. Gene selection using hybrid dragonfly black hole algorithm: A case study on RNA-seq COVID-19 data
Pashaei E., Pashaei E.
Analytical Biochemistry
, cilt.627, 2021 (SCI-Expanded, Scopus)
2021
202112. Training Feedforward Neural Network Using Enhanced Black Hole Algorithm: A Case Study on COVID-19 Related ACE2 Gene Expression Classification
Pashaei E., Pashaei E.
Arabian Journal for Science and Engineering
, cilt.46, sa.4, ss.3807-3828, 2021 (Scopus)
2019
201913. Gene selection using hybrid binary black hole algorithm and modified binary particle swarm optimization
Pashaei E., Pashaei E., AYDIN N.
Genomics
, cilt.111, sa.4, ss.669-686, 2019 (SCI-Expanded, Scopus)
2018
201814. Markovian encoding models in human splice site recognition using SVM
Pashaei E., AYDIN N.
Computational Biology and Chemistry
, cilt.73, ss.159-170, 2018 (SCI-Expanded, Scopus)
2017
201715. Meta-analysis of miRNA expression profiles for prostate cancer recurrence following radical prostatectomy
Pashaei E., Pashaei E., Ahmady M., Ozen M., AYDIN N.
PLoS ONE
, cilt.12, sa.6, 2017 (SCI-Expanded, Scopus)
2016
201616. Splice site identification in human genome using random forest
PASHAEI E., ÖZEN M., AYDIN N.
HEALTH AND TECHNOLOGY
, cilt.7, sa.1, ss.141-152, 2016 (Scopus)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2025
20251. Evaluation of Ensemble Learning Methods for Flood Prediction Taskin Tahmini I in Topluluk grenme Y ntemlerinin Degerlendirilmesi
Abdulsahib Al-Qazzaz-L Z. A., PAŞA Y., Pashaei E.
33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Türkiye, 25 - 28 Haziran 2025, (Tam Metin Bildiri)
2024
20242. Enhancing Stock Price Prediction with Extreme Learning Machine and Multi-Indicator Fusion: A Comparative Study
PASHAEI E., GÜRÜL B.
The International Symposium for Production Research 2024 (ISPR2024), 11 Ekim 2024, (Tam Metin Bildiri)
2023
20233. Detection of Man-in-the-Middle Attack Through Artificial Intelligence Algorithm
Taştan A. N., Gönen S., Barışkan M. A., Kubat C., Kaplan D. Y., Pashaeı E.
12th International Symposium on Intelligent Manufacturing and Service Systems, IMSS 2023, İstanbul, Türkiye, 26 - 28 Mayıs 2023, ss.450-458, (Tam Metin Bildiri)
2023
20234. Prediction of Peak Ground Velocity (PGV) and Cumulative Absolute Velocity (CAV) of Earthquakes Using Machine Learning Techniques
Kuran F., Tanırcan G., PASHAEI E.
7th International Conference on Earthquake Engineering and Seismology, ICEES 2023, Antalya, Türkiye, 6 - 10 Kasım 2023, cilt.401 LNCE, ss.29-42, (Tam Metin Bildiri)
2020
20205. Gene Selection for Cancer Classification using a New Hybrid of Binary Black Hole Algorithm
PASHAEI E., PASHAEI E.
2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Türkiye, 5 - 07 Ekim 2020, ss.1-4, (Tam Metin Bildiri)
2020
20206. Hybrid Krill Herd Algorithm with Particle Swarm Optimization for Image Enhancement
Pashaei E., Pashaei E., AYDIN N.
International Conference on Intelligent and Fuzzy Systems, INFUS 2020, İstanbul, Türkiye, 21 - 23 Temmuz 2020, cilt.1197 AISC, ss.1431-1439, (Tam Metin Bildiri)
2021
20217. Medical Image Enhancement using Guided Filtering and Chaotic Inertia Weight Black Hole Algorithm
Pashaei E.
5h International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2021, Ankara, Türkiye, 21 - 23 Ekim 2021, ss.37-42, (Tam Metin Bildiri)
2019
20198. Gene Selection using Intelligent Dynamic Genetic Algorithm and Random Forest
Pashaei E., Pashaei E.
11th International Conference on Electrical and Electronics Engineering, ELECO 2019, Bursa, Türkiye, 28 - 30 Kasım 2019, ss.470-474, (Tam Metin Bildiri)
2016
20169. Prediction of splice site using AdaBoost with a new sequence encoding approach
PASHAEI E., YILMAZ A., ÖZEN M., AYDIN N.
2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), Budapest, Macaristan, 9 - 12 Ekim 2016, ss.3853-3858, (Tam Metin Bildiri)
2017
201710. Frequency difference based DNA encoding methods in human splice site recognition
PASHAEI E., AYDIN N.
2017 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.586-591, (Tam Metin Bildiri)
2016
201611. A combined SVM and Markov model approach for splice site identification
PASHAEI E., YILMAZ A., AYDIN N.
2016 6TH INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE), Mashhad, İran, 20 - 21 Ekim 2016, ss.200-204, (Tam Metin Bildiri)
2016
201612. A novel method for splice sites prediction using sequence component and hidden Markov model
PASHAEI E., YILMAZ A., ÖZEN M., AYDIN N.
2016 38TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), Orlando, Amerika Birleşik Devletleri, 16 - 20 Ağustos 2016, ss.3076-3079, (Tam Metin Bildiri)
2016
201613. Random Forest in Splice Site Prediction of Human Genome
PASHAEI E., ÖZEN M., AYDIN N.
XIV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING 2016, Paphos, Kıbrıs (Gkry), 31 Mart - 02 Nisan 2016, cilt.57, ss.518-523, (Tam Metin Bildiri)
2016
201614. Splice sites prediction of human genome using AdaBoost
PASHAEI E., ÖZEN M., AYDIN N.
2016 3RD IEEE EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS, Las Vegas, Amerika Birleşik Devletleri, 24 - 27 Şubat 2016, ss.300-303, (Tam Metin Bildiri)
2012
201215. A heuristic algorithm for Euclidean Steiner Minimal Tree inside simple polygon
PASHAEI E., NOUROLLAH A., BAGHERI A.
2012 IEEE International Conference on Computer Science and Automation Engineering (CSAE), Zhangjiakou, Çin, 25 - 27 Mayıs 2012, ss.76-80, (Tam Metin Bildiri)