Academic Staff - Personal Page

Assistant Professor FERİŞTAH DALKILIÇ FACULTY OF ENGINEERING DEPARTMENT OF COMPUTER ENGINEERING COMPUTER SOFTWARES

 feristah.orucu@deu.edu.tr
 +90 232 - 3017435 - 7435

Education/Academic Info
Undergraduate Degree	Dokuz Eylül University Mühendislik Fakültesi Bilgisayar Mühendisliği Bölümü	2006
Master's Degree	Dokuz Eylül University Fen Bilimleri Enstitüsü Bilgisayar Mühendisliği Anabilim Dalı	2009
PhD (Doctorate)	Dokuz Eylül University Fen Bilimleri Enstitüsü Bilgisayar Mühendisliği Anabilim Dalı	2015
Assistant Professor	Dokuz Eylül University Mühendislik Fakültesi	2021

NO	NAME	YEAR
1	An Innovative Hybrid Machine Learning Approach for Student Survey Analysis: Random Tree With Ordinal...	2025
2	Exploring the Transitions of Online Engagement Through Learning Analytics with Markov Modelling with...	2024
3	Generating Personalized Abstract Art Paintings by using People's Life Energy Distribution...	2023
4	A Novel Stream Mining Approach as Stream-Cluster Feature Tree Algorithm: A Case Study in Turkish Job...	2022
5	Author Identification with Machine Learning Algorithms...	2022
6	Automatic Movie Rating by Using Twitter Sentiment Analysis and Monitoring Tool...	2021
7	Compound Target Identification in Tissue-Specific Interaction Networks...	2021
8	Discovering the same job ads expressed with the different sentences by using hybrid clustering algor...	2020
9	A Study on Room-Level Accuracy of Wi-Fi Fingerprinting-Based Indoor Localization Systems...	2019
10	Üniversite Öğrencilerinin Ders Devamlarının Takibine Yönelik Bilgi Sistemi...	2018
11	Novel Two-Dimensional Visualization Approaches for Multivariate Centroids of Clustering Algorithms...	2018
12	Mediterranean Diet Optimization by Improved Hybrid Quantum Genetic Algorithm...	2018
13	Dokuz Eylül Üniversitesi İktisadi ve İdari Bilimler Fakültesi Öğrencilerinin Devamsızlık Da...	2017
14	A Gradual Approach for Multimodel Journey Planning: A Case Study in Izmir, Turkey...	2017
15	Linguistic Studies on Tweets Gathered From Muğla Region: A Preliminary Study...	2016
16	LTE Direct as a Device-to-Device Network Technology: Use Cases and Security...	2016
17	WIDIPAY: A Cross-Layer Design for Mobile Payment System over LTE Direct...	2016

NO	NAME	DATE
1	Revealing the Effects of Normalization in Breast Cancer Mitotic Cells Detection...	23/05/2024 - 25/05/2024
2	Android-Based Personalized Shopping Assistant with Navigation and Augmented Reality Support...	07/09/2022 - 09/09/2022
3	Feature Extraction from Turkish Resumes and Job Postings and Efficient Job-Resume Matching...	18/12/2021 - 19/12/2021
4	Makine Öğrenmesi ile Adli Dilbilimsel Olgular için Türkçe Yazar Tanıma...	12/11/2020 - 15/11/2020
5	An artificial intelligence and Internet of things based automated irrigation system...	11/07/2019 - 13/07/2019
6	A Study on the Performance of Base-m Polynomial Selection Algorithm using GPU...	20/04/2019 - 22/04/2019
7	Graph-Based Data Mining for Compound Target Identification...	20/09/2018 - 24/09/2018
8	An irrigation system supported by IoT and artificial intelligence...	17/07/2018 - 21/07/2018
9	Detecting Citizen Problems and Their Locations Using Twitter Data...	25/04/2018 - 26/04/2018
10	An analysis of the positioning accuracy of iBeacon technology in indoor environments...	05/11/2017 - 08/11/2017
11	A Network Lab Management System Proposal for Network and Security Education...	27/04/2017 - 29/04/2017
12	Öğrenci Devamsızlıklarının Akademik Başarı Üzerindeki Etkisi: Dokuz Eylül Üniversitesi, �...	31/05/2016 - 03/06/2016
13	Research Data Management System Proposal Having Confidentiality and Privacy...	15/05/2015 - 19/05/2015
14	Hastane Bilgi Yönetim Sistemi Verilerinde Akademik Çalışmalar için Açık Kaynak Önerileri ve ...	04/02/2015 - 06/02/2015
15	Karar Ağaçları Destekli Vadeli Mevduat Analizi...	04/02/2015 - 06/02/2015
16	İzmir Mobil Seyahat Planlama Sistemi...	27/11/2014 - 29/11/2014
17	Optimizing the Equation for a Dataset with Corresponding Attributes by Hybrid Genetic Algorithm...	24/06/2011 - 27/06/2011
18	Feature selection for author identification using genetic algorithms...	01/06/2011 - 04/06/2011
19	Medical Real Time Business Intelligence: Knowledge Discovery in a Blood Test Results Data Warehouse...	21/06/2010 - 24/06/2010
20	Contemporary Turkish Language Characteristics...	21/06/2010 - 24/06/2010
21	Author identification Using N-grams and SVM...	03/06/2010 - 05/06/2010
22	Daha Hızlı Internet ile Bulut Hesaplama...	12/12/2009 - 13/12/2009
23	Gezici Ölçüm Teknolojisi ile Anlık Kentsel Gürültü Haritaları...	29/05/2009 - 31/05/2009

NO NAME YEAR

1 Characteristics of Contemporary Printed Turkish... 2010

NO	CHAPTER TITLE	YEAR
1	IMPLEMENTING BALANCED ITERATIVE REDUCING AND CLUSTERING USING HIERARCHIES (BIRCH) ALGORITHM STEP BY STEP AND APPLYING TO THE DATASETS CONTAINING JOB-ADSResearch & Reviews in Engineering - I...	2021

NO	NAME	DATE
1	Zafere Doğru 2023...	12/2020 - 4/2024
2	İlaç hedeflerinin dokuya özel etkileşim ağlarında keşfedilmesi (2017.KB.FEN.037)...	12/2017 - 12/2018
3	Muğla Bölgesinden Atılan Twitter Mesajlarının Toplanması, Analizi ve Erişim WebPortalının Geliştirilmesi...	9/2016 - 9/2018
4	Mobil Destekli ve Gerçek Zamanlı Seyahat Planlama Sistemi...	6/2011 - 6/2012
5	Akıllı Seyahat Planlama Sistemi (ASPS)...	8/2011 - 7/2013

NO	Responsibility
1	Faculty of Engineering Department of Computer Engineering , Vice Director of Department, January 2025-Continues
2	Faculty of Engineering , Member of The Faculty Council, January 2024-Continues

NO	NAME	YEAR
1	Characteristics of Contemporary Printed Turkish...	2010