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Deniz BALTA

Dr.Öğr.Üyesi

Deniz BALTA

Bilgisayar ve Bilişim Bilimleri Fakültesi

Yazılım Mühendisliği Bölümü

İletişim

ddural@sakarya.edu.tr

(264) 295 58 95

7-BİLDİRİLER :
1 YALÇIN NESİBE,ÖZMEN AHMET,DURAL DENİZ - The Use of Mass Balance Based Model forIndoor Air Pollutant Concentration Modeling Problem - İngilizce - 2015
2 YALÇIN NESİBE,DURAL DENİZ,ÖZMEN AHMET - A SIMULATION STUDY ABOUT ONLINE IAQ MONITORING - İngilizce - 2015
3 DURAL DENİZ,ÖZMEN AHMET - DISTRIBUTED ONLINE GAS SENSOR SIMULATOR FOR INDOOR AIR QUALITY MONITORING - İngilizce - 2014
4 DURAL DENİZ,ÖZMEN AHMET - DEVELOPING A PARALLEL SIMULATOR FOR DISTRIBUTED ONLINE GAS SENSOR SYSTEMS - İngilizce - 2014
5 DURAL DENİZ,UYAROĞLU YILMAZ - Genesio Tesi Kaotik Sisteminin Parametrik Analizi - Türkçe - 2014
1.1 A-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q1 OLARAK TARANAN DERGİDE) :
1 Balta, DD; Kaç, SB; Balta, M; Ogur, NB; Eken, S; - Cybersecurity-aware log management system for critical water infrastructures - APPLIED SOFT COMPUTING - Vol.169 - ISSN : 1568-4946 - DOI : 10.1016/j.asoc.2024.112613 - JAN - English - Article - 2025 - WOS:001389795500001
2 Kaç, SB; Eken, S; Balta, DD; Balta, M; Iskefiyeli, M; Özçelik, I; - Image-based security techniques for water critical infrastructure surveillance - APPLIED SOFT COMPUTING - Vol.161 - ISSN : 1568-4946 - DOI : 10.1016/j.asoc.2024.111730 - AUG - English - Article - 2024 - WOS:001242399300001
3 Ogur, Nur Banu; Kotan, Muhammed; Balta, Deniz; Yavuz, Burcu Carkli; Ogur, Yavuz Selim; Yuvaci, Hilal Uslu; Yazici, Esra; - Detection of depression and anxiety in the perinatal period using Marine Predators Algorithm and kNN - COMPUTERS IN BIOLOGY AND MEDICINE - Vol.161 - ISSN : 0010-4825 - DOI : 10.1016/j.compbiomed.2023.107003 - English - Article - 2023 - WOS:001012028700001
1.1 B-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q2 OLARAK TARANAN DERGİDE) :
1 Delibasoglu, I; Balta, D; Balta, M; - ChaMTeC: CHAnnel Mixing and TEmporal Convolution Network for Time-Series Anomaly Detection - APPLIED SCIENCES-BASEL - Vol.15 - DOI : 10.3390/app15105623 - MAY 18 - English - Article - 2025 - WOS:001495905900001
1.1 D-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q4 OLARAK TARANAN DERGİDE) :
1 Yalcin, N; Balta, D; Ozmen, A; - A modeling and simulation study about CO2 amount with web-based indoor air quality monitoring - TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES - Vol.26 - pp.1390 - ISSN : 1300-0632 - DOI : 10.3906/elk-1612-57 - English - Article - 2018 - WOS:000434009500022
2 Ozmen, A; Ebeoglu, MA; Mumyakmaz, B; Balta, D; - Determination of volatile organic compounds in air by a surface acoustic wave array - INSTRUMENTATION SCIENCE & TECHNOLOGY - Vol.44 - pp.54 - ISSN : 1073-9149 - DOI : 10.1080/10739149.2015.1075135 - English - Article - 2016 - WOS:000364324100006
3 Ozmen, A; Mumyakmaz, B; Ebeoglu, MA; Tasaltin, C; Gurol, I; Ozturk, ZZ; Dural, D; - Quantitative information extraction from gas sensor data using principal component regression - TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES - Vol.24 - pp.946 - ISSN : 1300-0632 - DOI : 10.3906/elk-1309-96 - English - Article - 2016 - WOS:000374121500018
1.2-ESCI VE/VEYA SCOPUS KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE :
1 Deniz Balta Seda Balta Kaç Musa Balta Süleyman Eken - Water Quality Estimation and Anomaly Detection: A Review - EAI Endorsed Transactions on Internet of Things - Vol.9 - ISSN : 2414-1399 - DOI : 10.4108/eetiot.v9i4.3660 - 2023
2 Yurtay, N; Bicil, Y; Celebi, S; Cit, G; Dural, D - LIBRARY AUTOMATION DESIGN FOR VISUALLY IMPAIRED PEOPLE - TURKISH ONLINE JOURNAL OF EDUCATIONAL TECHNOLOGY - Vol.10 - pp.255 - ISSN : 2146-7242 - OCT - English - Article - 2011 - WOS:000295511700026
1.3-ÜAK VE SAKARYA ÜNİVERSİTESİ SENATOSU TARAFINDAN BELİRLENEN ULUSLARARASI ALAN ENDEKSLERİNDE TARANAN DERGİLERDE YAYIMLANMIŞ VEYA ULAKBİM, TR-DİZİN TARAFINDAN TARANAN ULUSAL HAKEMLİ DERGİLERDE YAYIMLANMIŞ MAKALE :
1 Esra SIĞIRTMAÇ, Musa Balta, Deniz Balta - Determining the Cyber Risk Matrix and Actions Created by Company Employees with Machine Learning - Hittite Journal of Science and Engineering - ISSN : 2148-4171 - DOI : 10.17350/HJSE19030000346 - 2025
2 Deniz BALTA, Ünal ÇAVUŞOĞLU, Musa BALTA - A Comprehensive Survey On Machine Learning-Based Intrusion Detection System for Vehicular Area Network Architectures - Düzce University Journal of Science & Technology - Vol.12 - pp. 1536 - DOI : 10.29130/dubited.1372131 - 2024
3 Yalçin, N., Özmen, A., Balta, D. - A modeling and simulation study about CO2 amount with web-based indoor air quality monitoring - Turkish Journal of Electrical Engineering and Computer Sciences - pp.1390 - ISSN : 1300-0632 - DOI : 10.3906/elk-1612-57 - eng - paper - 2018 - TRDizin
7.2-ULUSLARARASI KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE TAM METİN OLARAK YAYIMLANAN TEBLİĞ :
1 BALTA DENİZ,BALTA MUSA,Taştan Deniz Berfin,İSKEFİYELİ MURAT - A Proposal of NFA Model for Anomaly Detection of Potable Water Management Process - 2024
2 BALTA DENİZ,BALTA MUSA,Kırık Hakan,Esen Yasin Emin - Secure Design and Implementation of OPC Standards Based Log/Process Gathering Framework for Water Management Systems - 2024
3 BALTA DENİZ, BALTA MUSA, Kayri Enes, Aytar Fatih - A Study on Comparison of Performance of Various Data Optimization Algorithms on Water Management Systems - 2023
4 BALTA DENİZ, Akyemiş Esra Melike - Arrhythmia Detection using Pan-Tompkins Algorithm and Hilbert Transform with Real-Time ECG Signals - 2021
5 BALTA DENİZ, BALTA MUSA - SERVİS YÖNELİMLİ MİMARİLERDE GÜVENLİK PROBLEMLERİ İÇİN BİR MİMARİ ÖNERİSİ - 2019
6 Deniz BALTA, Musa BALTA - SERVİS YÖNELİMLİ MİMARİLERDE GÜVENLİK PROBLEMLERİ İÇİN BİR MİMARİ ÖNERİSİ - 2019
7 Deniz BALTA, Nesibe YALCIN, Ahmet ÖZMEN - Indoor Air Quality Monitoring System Using Raspberry Pi for Energy Efficiency in Classrooms - 2017
8 Nesibe Yalçın, Deniz Balta, Ahmet Özmen - IAQ Modeling and Estimating for a Meeting Room - 2016
9 YALÇIN NESİBE,BALTA DENİZ,ÖZMEN AHMET - IAQ Modeling and Estimating for a Meeting Room - 2016
10 Deniz Balta, Nesibe Yalçın, Ahmet Özmen - MPI BASED SIMULATOR STUDY FOR INDOOR AIR QUALITY MONITORING - 2015
11 Nesibe Yalçın, Deniz Balta, Ahmet Özmen - The Use of Mass Balance-Based Model for Indoor Air Pollutant Concentration Modeling Problem - 2015
12 DURAL DENİZ,ÖZMEN AHMET,YALÇIN NESİBE - MPI BASED SIMULATOR STUDY FOR INDOOR AIRQUALITY MONITORING - 2015
13 DENİZ DURAL; AHMET ÖZMEN; - Developing A Parallel Simulator For Distributed Online Gas Sensor Systems   - 2014
14 DENİZ DURAL; YILMAZ UYAROĞLU; - GENESIO-TESI KAOTİK SİSTEMİNİN PARAMETRİK ANALİZİ - 2014
15 Kocabicak, U; Dural, D; Isman, A; - Procedia Social and Behavioral Sciences - 3RD INTERNATIONAL CONFERENCE ON NEW HORIZONS IN EDUCATION - INTE 2012 - Vol.55 - pp.1265 - DOI : 10.1016/j.sbspro.2012.09.624 - English - Proceedings Paper - 2012 - WOS:000313019500155
16 Yurtay N., Adak M. F., Sertaş S., Dural D. - A study about using decision tree in diagnosis of thyroid disease - 13-15 Dec - 2012
17 Kocabicak, U; Dural, D - Secure and interoperable e-learning platforms based on web services - 3RD INTERNATIONAL CONFERENCE ON NEW HORIZONS IN EDUCATION - INTE 2012 - Vol.55 - pp.1265-1271 - ISSN : 1877-0428 - DOI : 10.1016/j.sbspro.2012.09.624 - English - Proceedings Paper - JUN 05-07, 2012 - 2012 - WOS:000313019500155
18 YURTAY,NİLÜFER;YÜCEL BİCİL;SAİT ÇELEBİ;ÇİT,GÜLÜZAR;DURAL,DENİZ - LIBRARY AUTOMATION DESIGN FOR VISUALLY IMPAIRED PEOPLE - 05 - 05-2011 - 2011 - B-SAU-3722
7.3-ULUSLARARASI KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE ÖZET METİN OLARAK YAYIMLANAN TEBLİĞ :
1 YURTAY N, YURTAY Y, ADAK M F, DURAL D - GÖRME ENGELLİ BİREYLER İÇİN UZAKTAN EĞİTİM PORTALI - 27-28 Eylül - 2013
7.4-ULUSLARARASI KONGRE VE SEMPOZYUMLARDA POSTER OLARAK SUNULAN VE YAYIMLANAN TEBLİĞ :
1 Nesibe Yalçın, Deniz Balta, Ahmet Özmen - A SIMULATION STUDY ABOUT ONLINE IAQ MONITORING - 2015
2 DENİZ DURAL; AHMET ÖZMEN; - DISTRIBUTED ONLINE GAS SENSOR SIMULATOR FOR INDOOR AIR QUALITY MONITORING - 2014
3.3-WEB OF SCİENCE BOOK CİTATİON INDEX VERİ TABANINDA TARANAN ULUSLARARASI YAYINEVLERİ TARAFINDAN YAYIMLANMIŞ ÖZGÜN KİTAPTA BÖLÜM YAZARLIĞI :
1 BALTA DENİZ, YALÇIN NESİBE, BALTA MUSA, ÖZMEN AHMET - Integrating IoT and AI for Indoor Air Quality Assessment - Springer - pp.111 - 2022
2.3 A-TÜBA, TÜBİTAK (1001, 1003, 1004,1005, 1505, 1007, 2244, 3005, 2232, 2236, 3501, 1071, COST), ERA-NET, ULUSLARARASI İKİLİ VE ÇOKLU İŞ BİRLİKLERİ, BİRLEŞMİŞ MİLLETLER, BOREN, SSB, STB, TENMAK, TAGEM, TÜSEB, DİĞER BAKANLIKLAR TARAFINDAN DESTEKLİ PROJEDE YÜRÜTÜCÜ OLMAK :
1 Su Yönetim Sistemleri Için Yapay Zekâ Ve Büyük Veri Destekli Su Kalitesi İzleme Ve Anomali Tespit Sistemi - DOI : Devam Ediyor - 122E610 - 2023
2.13 B-BAŞARIYLA TAMAMLANAN YÜKSEKÖĞRETİM KURUMLARI TARAFINDAN DESTEKLENMİŞ BİLİMSEL ARAŞTIRMA PROJESİNDE (YALNIZCA AR-GE NİTELİĞİNDEKİ PROJELER) ARAŞTIRMACI OLMAK :
1 Yazılım Tanımlı Akıllı Şebekelerdeki Sayaç Yönetim Sistemleri İçin Bütünleşik Güvenlik Yönetim Platform Tasarımı ve Uygulaması - Vol.200000 TL - DOI : Tamamlandı - KABDEP-2022-6-23-68 - 2024
2 Nilüfer YURTAY,Yüksel YURTAY,Deniz DURAL,M.Fatih ADAK - Görme Engelliler İçin Uzaktan Eğitim Portalı - Vol.10000 - 5 - 54545453 - 2012 - SAU-BAP -2012-12-10-003
3 Nilüfer YURTAY,Yüksel YURTAY,Deniz DURAL,M.Fatih ADAK - Görme Engelliler İçin Uzaktan Eğitim Portalı - Vol. 11901 - 2012-12-10-003 - 2012
2.15-TÜBİTAK 2209-A, 2209-B, 2242 PROJELERİNDE DANIŞMAN OLMAK (EN FAZLA 100 PUAN ALINABİLİR.) :
1 Ayşenur Yılmaz Elife Efe - Çevrimdışı Ağ ortamlarında Yapay Zeka Tabanlı Anomali Tespiti - 2025
2 Tansu Uzun Muhammet Furkan Sezgin İbrahim Said Kavas - Kritik Altyapılar Su Yönetim Sistemlerinde Saldırı Yüzey Genişliğinin Belirlenmesi ve MAkine Öğrenmesi Tabanlı Siber Tehdit İstihbarat Platformunun Geliştirilmesi - DOI : Tamamlandı - 2023
12.2-YÖNETİMİNDE TAMAMLANAN HER YÜKSEK LİSANS TEZİ İÇİN :
1 A new framework for decentralized social networks: Harnessing blockchain, deep learning, and natural language processing - AMIR AL KADAH - Sakarya Üniversitesi - Fen Bilimleri Enstitüsü - Yazılım Mühendisliği - 2024
13.1-LİSANSÜSTÜ DÜZEYDE DERS VERMEK. (SON 3 YILDA HER DERS İÇİN, HER YIL İÇİN EN FAZLA 5 DERS) :
1 Big Data Analytics - ISSN : 1 - 2 - 2025
2 Siber Güvelik Analitiği - ISSN : 1 - 1 - 2025
3 Big Data Analytics - ISSN : 1 - 2 - 2025
4 Scientific Research Tecniques and Seminar - ISSN : 1 - 2 - 2024
5 Scientific Research Tecniques and Seminar - ISSN : 1 - 2 - 2024
6 Big data analytics - ISSN : 1 - 2 - 2024
7 Big Data Analytics - ISSN : 1 - 2 - 2023
13.2-LİSANS DÜZEYİNDE DERS VERMEK. (SON 3 YILDA HER DERS İÇİN, HER YIL İÇİN EN FAZLA 5 DERS) :
1 Introduction to Information Security - ISSN : 1 - 2 - 2025
2 User Interface Design and Testing - ISSN : 1 - 2 - 2025
3 Secure Software Develeopment - ISSN : 1 - 2 - 2025
4 Introduction to Information Security - ISSN : 1 - 2 - 2025
5 UMDE - ISSN : 1 - 2 - 2025
6 UMDE - ISSN : 1 - 2 - 2025
7 Computer Networks - ISSN : 1 - 2 - 2025
8 Computer Networks - ISSN : 1 - 2 - 2025
9 User Interface Design and Test - ISSN : 1 - 2 - 2025
10 Secure Software Development - ISSN : 1 - 2 - 2025
11 User Interface Design and Testing - ISSN : 1 - 2 - 2024
12 Secure Software Development - ISSN : 1 - 2 - 2024
13 Web Programming - ISSN : 1 - 2 - 2024
14 Web Programming - ISSN : 1 - 2 - 2023
15 Teknik İngilizce - ISSN : 1 - 1 - 2023
16 Teknik İngilizce - ISSN : 2 - 1 - 2023
17 User Interface DEsign and Testing - ISSN : 1 - 2 - 2023
18 Secure Software Development - ISSN : 1 - 2 - 2023
19 Web Programming - ISSN : 1 - 2 - 2023
MAKALELER
Cybersecurity-aware log management system for critical water infrastructures
A Comprehensive Survey On Machine Learning-Based Intrusion Detection System for Vehicular Area Network Architectures
Image-based security techniques for water critical infrastructure surveillance
Detection of depression and anxiety in the perinatal period using Marine Predators Algorithm and kNN
Water Quality Estimation and Anomaly Detection: A Review
A COMPREHENSIVE SURVEY ON MACHINE LEARNING-BASED INTRUSION DETECTION SYSTEM FOR VEHICULAR AREA NETWORK ARCHITECTURES
A modeling and simulation study about CO 2 amount with web-based indoor air quality monitoring
Quantitative information extraction from gas sensor data using principal component regression
Determination of volatile organic compounds in air by a surface acoustic wave array
Library automation design for visually impaired people
BİLDİRİLER
A Proposal of NFA Model for Anomaly Detection of Potable Water Management Process
Secure Design and Implementation of OPC Standards Based Log/Process Gathering Framework for Water Management Systems
A Study on Comparison of Performance of Various Data Optimization Algorithms on Water Management Systems
Arrhythmia Detection using Pan-Tompkins Algorithm and Hilbert Transform with Real-Time ECG Signals
SERVİS YÖNELİMLİ MİMARİLERDE GÜVENLİK PROBLEMLERİ İÇİN BİR MİMARİ ÖNERİSİ
Indoor Air Quality Monitoring System Using Raspberry Pi for Energy Efficiency in Classrooms
IAQ Modeling and Estimating for a Meeting Room
A SIMULATION STUDY ABOUT ONLINE IAQ MONITORING
The Use of Mass Balance Based Model forIndoor Air Pollutant Concentration Modeling Problem
MPI BASED SIMULATOR STUDY FOR INDOOR AIRQUALITY MONITORING
DISTRIBUTED ONLINE GAS SENSOR SIMULATOR FOR INDOOR AIR QUALITY MONITORING
DEVELOPING A PARALLEL SIMULATOR FOR DISTRIBUTED ONLINE GAS SENSOR SYSTEMS
Genesio Tesi Kaotik Sisteminin Parametrik Analizi
ARAŞTIRMA PROJELERİ
Su Yönetim Sistemleri Için Yapay Zekâ Ve Büyük Veri Destekli Su Kalitesi İzleme Ve Anomali Tespit Sistemi
Yazılım Tanımlı Akıllı Şebekelerdeki Sayaç Yönetim Sistemleri İçin Bütünleşik Güvenlik Yönetim Platform Tasarımı ve Uygulaması
KİTAPLAR
Integrating IoT and AI for Indoor Air Quality Assessment
UZMANLIK ALANLARI
Bilgisayar Yazılımı ,Yapay Zeka