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Mimar Sinan Güzel Sanatlar Üniversitesi
Akademik Bilgi Sistemi

Profesör
AYÇA ÇAKMAK PEHLİVANLI

Mimar Sinan Güzel Sanatlar Üniversitesi
Fen-edebiyat Fakültesi
İstatistik Bölümü
Uygulamalı İstatistik Anabilim Dalı


2024 A Hybrid Metaheuristic based Feature Selection Framework for In-silico Mutagenicity Prediction
Journal of Intelligent Systems: Theory and Applications

2023 Dengesiz Sınıf Dağılımında Kayıp Gözlem Sorunu için Topluluk Öğrenmesi Sonuçlarının İstatistiksel Değerlendirmesi
SDU Journal of Natural and Applied Sciences

2023 Cloning of an Albino Mutation of Arabidopsis thaliana Using Mapping-by-Sequencing
MDPI AG

2023 Prediction of risk factors for first trimester pregnancy loss in frozen-thawed good-quality embryo transfer cycles using machine learning algorithms
Springer Science and Business Media LLC

2021 Hibrit Açıklanabilir Yapay Zeka Tasarımı ve LIME Uygulaması
European Journal of Science and Technology

2021 In-Silico Mutajenisite Tahmininde İstatistiksel Öğrenme Modeli
Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi

2021 İkili parçacık sürü optimizasyonu ve destek vektör makinelerinin hibrit kullanımı ile ilaç keşfi için özellik seçimi
Gümüşhane Üniversitesi Fen Bilimleri Enstitüsü Dergisi

2017 PCA based clustering for brain tumor segmentation of T1w MRI images
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

2016 Pooled bioequivalence study database from Turkey characterization of adverse events and determination of split points based on Gini Index as a promising method
SpringerPlus

2016 A novel feature selection scheme for high dimensional data sets four Staged Feature Selection
Journal of Applied Statistics

2016 Indicator selection with committee decision of filter methods for stock market price trend in ISE
Applied Soft Computing

2015 Semen quality in 24693 Turkish men over a 16 year period 1995 2011
Hacettep Journal of Biology and Chemistry

2014 Enhanced Prediction of Intrinsically Disordered Regions with the Optimized Data
International Journal of Bioscience, Biochemistry and Bioinformatics

2008 Drug nondrug classification with consensual Self Organising Map and Self Organising Global Ranking algorithms
International Journal of Computational Biology and Drug Design

2008 Consensual classification of drug and nondrug compounds
International Journal of Computational Biology and Drug Design

2008 Comparative Modeling in Low Plasticity Burnishing LBP Process Using Back Propagation BPN and General Regression Networks GRNN
Çukurova Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi

Ulusal Tam metin bildiri
Kendi Kendini Organize Etme Yöntemiyle Proteinlerin İkincil Yapılarının Tahmini / IX. Biyomedikal Mühendisliği Ulusal Toplantısı

Ulusal Tam metin bildiri
Destek Vektörlerinin Proteinlerin İkincil Yapılarını Tahmin Etmek için Uygulanması / X. Biyomedikal Mühendisliği Ulusal Toplantısı

Uluslararası Tam metin bildiri
Hemoglobin Secondary Structure Prediction with Four Kernels on Support Vector Machines / 2005 ICSC Congress on Computational Intelligence Methods and Applications

Uluslararası Tam metin bildiri
The Effect of Electrode Shape and Force on the Contact Resistance of Spot Welded Joints / Manufacturing Engineering and Materials Handling, Parts A and B

Uluslararası Tam metin bildiri
Secondary Structure Prediction of Hemoglobin by Neural Networks / Artificial Neural Networks in Engineering Conference (ANNIE 2004)

Uluslararası Tam metin bildiri
Feature Selection Criteria for Drug Nondrug Compounds Based on Kernel Approaches / International Symposium on Innovations in Intelligent Systems and Applications, INISTA 2010

Uluslararası Tam metin bildiri
Support Vector Machines on Hemoglobin Secondary Structures / 3rd European Medical & Biological Engineering Conference (EMBEC 2005)

Uluslararası Tam metin bildiri
Fraud Detection with Machine Learning in Property Insurance Policy Requests / International Joint Conference on Engineering, Science and Artificial Intelligence, IJCESAI 2022

Uluslararası Özet bildiri
07.10.2018 Ensemble Learning Methods as In-silico Model for Prediction of Mutagenicity / 11th ISDC2018 International Statistics Days Conference

Uluslararası Özet bildiri
20.03.2020 Bakır nanopartikülleriningenotoksisitesinin in vitro mikroçekirdek yöntemi ile araştırılması / EurasianBioChem 2020

Uluslararası Özet bildiri
23.04.2019 Investigation Of Genotoxicity In Exfoliated Buccal Cells Of Children WithExposure To Urban And Industrial Air Pollution / ICAFOP 2019

Uluslararası Özet bildiri
25.04.2019 Determination of metal levels in urine samples of children with exposure to urban and industrial air polution / International conference on agriculture, food, veterinary and pharmacy science

Uluslararası Özet bildiri
07.10.2018 Stacking Ensemble Approach for the Classification of Survival Status: HCC patients / 11. International Statistics Days Conference

Uluslararası Özet bildiri
01.11.2017 Melez Filtreleme Yaklaşımıyla Düzensiz Proteinlerin Özellik Seçimi / 2nd International Mediterranean Science and Engineering Congress

Uluslararası Özet bildiri
06.12.2017 A Novel Approach for Modelling HIV-1 Protease Cleavage Site Preferability with Epistemic Game Theory / 10th ISC2017 International Statistics Congress

Uluslararası Özet bildiri
06.12.2017 HIV-1 protease cleavage site prediction using a new encoding scheme based on physicochemical properties / 10th ISC2017 International Statistics Congress

Uluslararası Tam metin bildiri
28.10.2016 Düzensiz proteinlerin yapı tahmininde açıklayıcı özelliklerin etkisi / 1st International Mediterranean Science&Engineering Congress

Uluslararası Tam metin bildiri
01.12.2016 Ülkelerden Giden Mülteci Sayıları Üzerine Veri Madenciliği Uygulaması / 17. Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu

Uluslararası Tam metin bildiri
Evaluation Of Adverse Events Observed in Bioequivalence Studies Conducted in Turkey / GPSS International Gazi Pharma Symposium Series

Uluslararası Sözlü Bildiri
Two phased feature selection method for high dimensional microarray / 8th International Symposium of Statistics

2022 GENETİK TOKSİKOLOJİ , Bilimsel Kitap , Bölüm(ler),GENOTOKSİK ETKİYİ BELİRLEMEYE YÖNELİK IN SILICO YAKLAŞIMLAR
ÇAKMAK PEHLİVANLI AYÇA, ÇAKMAK GONCA
Nobel Akademik Yayıncılık,Ünal Fatma, Yüzbaşıoğlu Deniz
978-625-417-726-2