HASAN DAĞ

Prof. Dr. HASAN DAĞ

REKTÖR YARDIMCISI

A BLOK ZEMİN KAT 108

+90 (212) 5336532 - 1265- 1351

[email protected]

CV

ORCID

Eğitim

Doktora

UNIVERSITY OF WİSCONSİN-MADİSON
Elektrik Mühendisliği

Yüksek Lisans

UNIVERSITY OF WİSCONSİN-MADİSON
Elektrik Mühendisliği

Lisans

İSTANBUL TEKNİK ÜNİVERSİTESİ
Elektrik Mühendisliği

Araştırma Alanları

  • Veri Madenciliği, İş Zekası ve Büyük Veri Analitiği ve Makine Öğrenmesi, Veri Yönetimi ve Güvenliği, Bilgi Güvenliği
  • Akıllı Şebekeler, Güç Sistemleri Analizi, Büyük Veri Uygulamaları
  • Enformasyon Teknolojileri (Programlama Dilleri, İşletim Sistemleri, Veri Tabanı Yönetim Sistemleri)
  • Hesaplamalı Bilimler (Paralel Programlama, Hesaplamalı Lineer Cebir, Seyrek Matris Teknikleri)

İş Deneyimi

2008 / Devam Eden Yönetim Bilişim Sistemleri Bölümü, Prof. Dr.
Kadir Has Üniversitesi

2006 / 2008 Enformasyon Teknolojileri Bölümü, Prof. Dr. 
Işık Üniversitesi

2005 / 2006 Bilişim Enstitüsü, Prof. Dr.
İstanbul Teknik Üniversitesi

1998 / 2004 Elektrik Mühendisliği Bölümü, Doç. Dr.
İstanbul Teknik Üniversitesi

1996 / 1998 Elektrik Mühendisliği Bölümü, Yrd. Doç. Dr.
İstanbul Teknik Üniversitesi

1995 / 1996 Doktora Sonrası Araştırmacı
University of Wisconsin-Madison, ABD

1992 / 1995 Araştırma (Research) Görevlisi
University of Wisconsin-Madison, ABD

1990 / 1991 Araştırma (Öğretim) Görevlisi
University of Wisconsin-Madison, ABD

Yayınlar

  • Heidari, Arash; Navimipour, Nima Jafari; Dag, Hasan; Talebi, Samira; Unal, Mehmet (2024), "A Novel Blockchain-Based Deepfake Detection Method Using Federated and Deep Learning Models", Cognitive Computation, DOI: 10.1007/s12559-024-10255-7
  • Pervez, Muhammad Hasban; Ecevit, Mert Ilhan; Naqvi, Najiba Zainab; Creutzburg, Reiner; Dag, Hasan (2023), "Towards Better Cyber Security Consciousness: The Ease and Danger of OSINT Tools in Exposing Critical Infrastructure Vulnerabilities", UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering, 438-443 DOI: 10.1109/UBMK59864.2023.10286573
  • Colhak, Furkan; Ucar, Bilal Emir; Saygut, Ipek; Duzgun, Berkant; Demirkiran, Ferhat; Dag, Hasan (2023), "Garbage in, Garbage Out: A Case Study on Defective Product Prediction in Manufacturing", UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering, 282-287 DOI: 10.1109/UBMK59864.2023.10286707
  • Heidari, Arash; Jafari Navimipour, Nima; Dag, Hasan; Unal, Mehmet (2023), "Deepfake detection using deep learning methods: A systematic and comprehensive review", Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, DOI: 10.1002/widm.1520
  • Düzgün, Berkant; Çayır, Aykut; Ünal, Uğur; Dağ, Hasan (2023), "Network intrusion detection system by learning jointly from tabular and text-based features", Expert Systems, DOI: 10.1111/exsy.13518
  • Guvencli, Mert; Kiran, Halil; Dogan, Erkan; Dag, Hasan; Ozyuruyen, Burcu; Cakar, Tuna (2023), "Optimizing Collective Building Management through a Machine Learning-based Decision Support System", 4th International Informatics and Software Engineering Conference - Symposium Program, IISEC 2023, DOI: 10.1109/IISEC59749.2023.10391049
  • Gencaydin, Buket; Kahya, Ceyda Nur; Demirkiran, Ferhat; Duzgun, Berkant; Cayir, Aykut; Dag, Hasan (2022), "Benchmark Static API Call Datasets for Malware Family Classification", Proceedings - 7th International Conference on Computer Science and Engineering, UBMK 2022, 137-141 DOI: 10.1109/UBMK55850.2022.9919580
  • Ecevit, Mert Ilhan; Erdem, Zeki; Dag, Hasan (2022), "Reviewing the Effects of Spatial Features on Price Prediction for Real Estate Market: Istanbul Case", Proceedings - 7th International Conference on Computer Science and Engineering, UBMK 2022, 490-495 DOI: 10.1109/UBMK55850.2022.9919540
  • Demirkıran, Ferhat; Çayır, Aykut; Ünal, Uğur; Dağ, Hasan (2022), "An ensemble of pre-trained transformer models for imbalanced multiclass malware classification", Computers and Security, Vol.121, DOI: 10.1016/j.cose.2022.102846
  • Unal, Ugur; Dag, Hasan (2022), "AnomalyAdapters: Parameter-Efficient Multi-Anomaly Task Detection", IEEE Access, Vol.10, 5635-5646 DOI: 10.1109/ACCESS.2022.3141161
  • Çayır, Aykut; Ünal, Uğur; Dağ, Hasan (2021), "Random CapsNet forest model for imbalanced malware type classification task", Computers and Security, Vol.102, DOI: 10.1016/j.cose.2020.102133
  • Ünal, Uğur; Kahya, Ceyda Nur; Kurtlutepe, Yaprak; Dağ, Hasan (2021), "Investigation of Cyber Situation Awareness via SIEM tools: a constructive review", Proceedings - 6th International Conference on Computer Science and Engineering, UBMK 2021, 676-681 DOI: 10.1109/UBMK52708.2021.9558964
  • Demirkiran, Ferhat; Cayir, Aykut; Unal, Ugur; Dag, Hasan (2020), "Website category classification using fine-tuned BERT language model", 5th International Conference on Computer Science and Engineering, UBMK 2020, 333-336 DOI: 10.1109/UBMK50275.2020.9219384
  • Işik, Muhittin; Dağ, Hasan (2020), "The impact of text preprocessing on the prediction of review ratings", Turkish Journal of Electrical Engineering and Computer Sciences, Vol.28, No.3, 1405-1421 DOI: 10.3906/elk-1907-46
  • Hindistan, Yavuz Selim; Aiyakogu, Burhan Aasin; Rezaeinazhad, Arash Mohammadian; Korkmaz, Halil Ergun; Dag, Hasan (2019), "Alternative Credit Scoring and Classification Employing Machine Learning Techniques on a Big Data Platform", UBMK 2019 - Proceedings, 4th International Conference on Computer Science and Engineering, 731-734 DOI: 10.1109/UBMK.2019.8907113
  • Dahman, Mohammed R.; Dağ, Hasan (2019), "Machine learning model to predict an adult learner’s decision to continue ESOL course", Education and Information Technologies, Vol.24, No.4, 2429-2452 DOI: 10.1007/s10639-019-09884-5
  • Cayir, Aykut; Yenidogan, Isil; Dag, Hasan (2018), "Feature Extraction Based on Deep Learning for Some Traditional Machine Learning Methods", UBMK 2018 - 3rd International Conference on Computer Science and Engineering, 494-497 DOI: 10.1109/UBMK.2018.8566383
  • Bahaa-Eldin, Ayman M.; Eldessouky, Ebada Essam Eldin; Dag, Hasan (2018), "Protecting openflow switches against denial of service attacks", Proceedings of ICCES 2017 12th International Conference on Computer Engineering and Systems, Vol.2018-January, 479-484 DOI: 10.1109/ICCES.2017.8275355
  • Dursun, Taner; Dağ, Hasan (2017), "A Generic Framework for Building Heterogeneous Simulations of Parallel and Distributed Computing Systems", Arabian Journal for Science and Engineering, Vol.42, No.8, 3357-3373 DOI: 10.1007/s13369-017-2497-z
  • Işik, Muhittin; Daǧ, Hasan (2017), "A recommender model based on trust value and time decay: Improve the quality of product rating score in E-commerce platforms", Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017, Vol.2018-January, 1946-1955 DOI: 10.1109/BigData.2017.8258140
  • Dag, Hasan; Alamin, Mohamed (2016), "Power consumption estimation using in-memory database computation", 13th HONET-ICT International Symposium on Smart MicroGrids for Sustainable Energy Sources Enabled by Photonics and IoT Sensors, HONET-ICT 2016, 164-169 DOI: 10.1109/HONET.2016.7753443
  • Jabakji, Ammar; Dag, Hasan (2016), "Improving item-based recommendation accuracy with user's preferences on Apache Mahout", Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016, 1742-1749 DOI: 10.1109/BigData.2016.7840789
  • Ceylan, Oguzhan; Ozdemir, Aydogan; Dag, Hasan (2015), "Double branch outage modeling and simulation: Bounded network approach", International Journal of Electrical Power and Energy Systems, Vol.73, 369-376 DOI: 10.1016/j.ijepes.2015.05.001
  • Abbas, Maythem K.; Karsiti, Mohd N.; Napiah, Madzlan; Samir, Brahim B.; Al-Jemeli, Marwan; Dag, Hasan (2015), "High accuracy traffic light controller for increasing the given green time utilization", Computers and Electrical Engineering, Vol.41, No.C, 40-51 DOI: 10.1016/j.compeleceng.2014.12.011
  • Ergen, Mithat Sinan; Kutlan, Sarp; Dag, Tamer; Dag, Hasan (2014), "Implementation of a SDN (Software defined network)", WMSCI 2014 - 18th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings, Vol.1, 91-94
  • Soykan, Gürkan; Flueck, Alexander J.; Daǧ, Hasan (2012), "Parallel-in-space implementation of transient stability analysis on a Linux cluster with infiniband", 2012 North American Power Symposium, NAPS 2012, DOI: 10.1109/NAPS.2012.6336427
  • Akhtar Raja, M. Yasin; Daǧ, Hasan; Arnavut, Ziya (2012), "Welcome note", 2012 9th International Conference on High Capacity Optical Networks and Enabling Technologies, HONET 2012, 1-2 DOI: 10.1109/HONET.2012.6421422
  • Ceylan, Oguzhan; Ozdemir, Aydogan; Dag, Hasan (2012), "Post outage bus voltage calculations for double branch outages", Proceedings of the Universities Power Engineering Conference, DOI: 10.1109/UPEC.2012.6398439
  • Daǧ, H.; Sayin, K. E.; Yenidoǧan, I.; Albayrak, S.; Acar, C. (2012), "Comparison of feature selection algorithms for medical data", INISTA 2012 - International Symposium on INnovations in Intelligent SysTems and Applications, DOI: 10.1109/INISTA.2012.6247011
  • Ceylan, O.; Ozdemir, A.; Dag, H. (2012), "Branch outage simulation based contingency screening by gravitational search algorithm", International Review of Electrical Engineering, Vol.7, No.1, 3370-3379
  • Ceylan, Oguzhan; Ozdemir, Aydogan; Dag, Hasan (2011), "Double branch outage modeling and its solution using differential evolution method", 2011 16th International Conference on Intelligent System Applications to Power Systems, ISAP 2011, DOI: 10.1109/ISAP.2011.6082228
  • Yetkin, E. Fatih; Daǧ, Hasan (2011), "Sparsity Preserving computation for spectral Projectors", AIP Conference Proceedings, Vol.1368, 267-270 DOI: 10.1063/1.3663510
  • Soykan, Gürkan; Flueck, Alexander J.; Daǧ, Hasan (2011), "A preconditioner for transient stability time domain simulation", NAPS 2011 - 43rd North American Power Symposium, DOI: 10.1109/NAPS.2011.6025187
  • Daǧ, Hasan; Soykan, Gürkan (2011), "Power flow using thread programming", 2011 IEEE PES Trondheim PowerTech: The Power of Technology for a Sustainable Society, POWERTECH 2011, DOI: 10.1109/PTC.2011.6019285
  • Ceylan, Oguzhan; Ozdemir, Aydogan; Dag, Hasan (2011), "Post-outage state estimations for outage management", IFAC Proceedings Volumes (IFAC-PapersOnline), Vol.44, No.1 PART 1, 11690-11694 DOI: 10.3182/20110828-6-IT-1002.02167
  • Dag, Hasan; Fatih Yetkin, E.; Manguoglu, Murat (2011), "A new preconditioner design based on spectral division for power flow analysis", International Review of Electrical Engineering, Vol.6, No.3, 1339-1348
  • Daǧ, H.; Yetkin, E. F. (2010), "A spectral divide and conquer method based preconditioner design for power flow analysis", 2010 International Conference on Power System Technology: Technological Innovations Making Power Grid Smarter, POWERCON2010, DOI: 10.1109/POWERCON.2010.5666015
  • Ceylan, O.; Dag, H.; Ozdemir, A. (2010), "Harmony search method based parallel contingency analysis", 2010 International Conference on Power System Technology: Technological Innovations Making Power Grid Smarter, POWERCON2010, DOI: 10.1109/POWERCON.2010.5666035
  • Ceylan, Oguzhan; Ozdemir, Aydogan; Dag, Hasan (2010), "Gravitational search algorithm for post-outage bus voltage magnitude calculations", Proceedings of the Universities Power Engineering Conference,
  • Soykan, Gürkan; Flueck, Alexander J.; Daǧ, Hasan (2010), "Distributed memory parallel transient stability analysis on a PC cluster with ethernet", International Review of Electrical Engineering, Vol.5, No.3, 1053-1060
  • Ceylan, Oguzhan; Ozdemir, Aydogan; Dag, Hasan (2009), "Comparison of post outage bus voltage magnitudes estimated by harmony search and differential evolution methods", 2009 15th International Conference on Intelligent System Applications to Power Systems, ISAP '09, DOI: 10.1109/ISAP.2009.5352813
  • Ceylan, Oguzhan; Ozdemir, Aydogan; Dag, Hasan (2009), "Towards faster branch outage simulations using simulated annealing and parallel programming", Proceedings of the Universities Power Engineering Conference,
  • Soykan, Gürkan; Daǧ, Hasan (2009), "On-line transient stability assessment using Matlab parallel programming environment", ICSCCW 2009 - 5th International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control, DOI: 10.1109/ICSCCW.2009.5379423
  • Ceylan, Oǧuzhan; Daǧ, Hasan; Özdemir, Aydoǧan (2009), "Parallel contingency analysis using differential evolution based solution for branch outage problem", ICSCCW 2009 - 5th International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control, DOI: 10.1109/ICSCCW.2009.5379418
  • Yetkin, E. Fatih; Daǧ, Hasan (2009), "Parallel implementation of iterative rational Krylov methods for model order reduction", ICSCCW 2009 - 5th International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control, DOI: 10.1109/ICSCCW.2009.5379421
  • Er, Neslihan Fatma; Dag, Hasan (2009), "Comparison of cost-free computational tools for teaching physics", ICSCCW 2009 - 5th International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control, DOI: 10.1109/ICSCCW.2009.5379414
  • Dursun, Taner; Dag, Hasan (2009), "HeteroSim: Heterogeneous simulation framework", Spring Simulation Multiconference 2009 - Co-located with the 2009 SISO Spring Simulation Interoperability Workshop,
  • Ceylan, Oguzhan; Ozdemir, Aydogan; Dag, Hasan (2008), "Branch outage solution using particle swarm optimization", 2008 Australasian Universities Power Engineering Conference, AUPEC 2008,
  • Daǧ, Hasan (2007), "An approximate inverse preconditioner and its implementation for conjugate gradient method", Parallel Computing, Vol.33, No.2, 83-91 DOI: 10.1016/j.parco.2006.11.009
  • Yaşar, Osman; Daǧ, Hasan (2007), "Trends in parallel computing", Parallel Computing, Vol.33, No.2, 81-82 DOI: 10.1016/j.parco.2006.11.001
  • Onat, Berk; Durukanoǧlu, Sondan; Daǧ, Hasan (2007), "A parallel implementation: Real space Green's function technique", International Journal of High Performance Computing Applications, Vol.21, No.1, 66-74 DOI: 10.1177/1094342006074862
  • Yaşar, Osman; Daǧ, Hasan (2007), "Preface", International Journal of High Performance Computing Applications, Vol.21, No.1, 3-4 DOI: 10.1177/1094342006074847
  • Uludag, Gonul; Uyar, A. Sima; Senel, Kerem; Dag, Hasan (2007), "Comparison of evolutionary techniques for value-at-risk calculation", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol.4448 LNCS, 218-227 DOI: 10.1007/978-3-540-71805-5_24
  • Tunc, B.; Dag, H. (2006), "AClass: Classification algorithm based on association rule mining", WSEAS Transactions on Information Science and Applications, Vol.3, No.3, 570-575
  • Alvarado, Fernando; Daǧ, Hasan (2005), "Incomplete inverse preconditioners", ARI Bulletin of the Istanbul Technical University, Vol.54, No.3, 48-64
  • Daǧ, Hasan; Soykan, Gürkan; Pişkin, Şenol; Yaşar, Osman (2005), "Computational science and engineering at Istanbul Technical University", Computing in Science and Engineering, Vol.7, No.1, 72-77 DOI: 10.1109/MCSE.2005.12
  • Daǧ, Hasan; Utkan, Umut (2004), "An XML based data exchange model for power system studies", ARI Bulletin of the Istanbul Technical University, Vol.54, No.2, 26-33
  • Daǧ, Hasan; Soykan, Gürkan; Pişkin, Şenol; Yaşar, Osman (2004), "Computational Science and Engineering (CSE) education: Faculty and student perspectives", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol.3045, 795-806
  • Daǧ, Hasan; Utkan, Umut (2004), "An XML based data exchange model for power system studies", Bulletin of the Technical University of Istanbul, Vol.54, No.2, 26-33
  • Daǧ, Hasan; Akçadoǧan, Çaǧatay (2003), "A parallel implementation of Chebyshev preconditioned conjugate gradient method", ARI Bulletin of the Istanbul Technical University, Vol.53, No.2, 13-21
  • Dag, Hasan; Semlyen, Adam (2003), "A New Preconditioned Conjugate Gradient Power Flow", IEEE Transactions on Power Systems, Vol.18, No.4, 1248-1255 DOI: 10.1109/TPWRS.2003.814855
  • De León, Francisco; Dag, Hasan; Semlyen, Adam (2003), "Discussion of "A New Preconditioned Conjugate Gradient Power Flow"", IEEE Transactions on Power Systems, Vol.18, No.4, 1601 DOI: 10.1109/TPWRS.2003.814844
  • Daǧ, Hasan; Akçadoǧan, Çaǧatay (2003), "A parallel implementation of Chebyshev preconditioned conjugate gradient method", Bulletin of the Technical University of Istanbul, Vol.53, No.2, 13-21
  • Akcadogan, C.; Dag, H. (2003), "A parallel implementation of chebyshev preconditioned conjugate gradient method", Proceedings - 2nd International Symposium on Parallel and Distributed Computing, ISPDC 2003, 1-8 DOI: 10.1109/ISPDC.2003.1267636
  • Dag, H.; Semlyen, A. (2002), "A New Preconditioned Conjugate Gradient Power Flow", IEEE Power Engineering Review, Vol.22, No.11, 56 DOI: 10.1109/MPER.2002.4311817
  • Bagriyanik, M.; Dag, H. (2001), "Determination of location of series compensation devices using fuzzy decision making", European Transactions on Electrical Power, Vol.11, No.4, 241-245 DOI: 10.1002/etep.4450110405
  • Dag, Hasan; Alvarado, Fernando L. (1997), "Computation-free preconditioners for the solution of power system problems", IEEE Power Engineering Review, Vol.17, No.5, 54
  • Pai, M. A.; Dag, H. (1997), "Iterative solver techniques in large scale power system computation", Proceedings of the IEEE Conference on Decision and Control, Vol.4, 3861-3866
  • Dag, Hasan; Alvarado, Fernando L. (1997), "Toward improved uses of the conjugate gradient method for power system applications", IEEE Transactions on Power Systems, Vol.12, No.3, 1306-1314 DOI: 10.1109/59.630475
  • Dag, Hasan; Alvarado, Fernando L. (1997), "Computation-free preconditioners for the parallel solution of power system problems", IEEE Transactions on Power Systems, Vol.12, No.2, 585-591 DOI: 10.1109/59.589609

Projeler

Proje Adı Görevi Proje Türü Fon Kuruluşu Proje Tarihleri
CyberMACS - Master of Applied Cybersecurity Yürütücü Uluslararası Proje Erasmus/JM 01.10.2022
30.11.2028
Yeni Teknolojiler ve Büyük Veri Analitikleri Kullanılarak, Üretim Endüstri 4.0 Uygulamalarının Üretim Süreçleri İçerisinde Geliştirilmesi Araştırmacı Ulusal Proje TÜBİTAK BİDEB 15.07.2020
15.07.2028
Emlak Sektöründe Yapay Zeka Tabanlı Ürün ve Servisler Yürütücü Ulusal Proje TÜBİTAK BİDEB 15.07.2020
15.07.2028
Bilgi Toplumunda Dijital Kişilik ve Dijital Mirasın Korunması-Bilgi Teknolojilerine Uyum Kapsamında Bireylerin Dijital Kişilik ve Ölümsüzlük Algıları Çerçevesinde e Kişilik Haklarının ve Kişisel Verilerin Ölüm Sonrası Korunması - Kişilerin Risk Algıları ve Korunma İhtiyaçlarına Uyumlu Hukuk Politikası Geliştirilmesi ve Mevzuat Önerisi Araştırmacı Ulusal Proje TÜBİTAK ARDEB 05.06.2023
05.06.2026
403 “KHAS YEP” – Kadir Has University Creative Industries Platform Araştırmacı Uluslararası Proje Diğer Uluslararası 28.12.2022
27.12.2024
Kritik Altyapılarda Olagandısılık Tespiti için Federe Makine Ögrenme Mimarisi Modeli Yürütücü Ulusal Proje TÜBİTAK ARDEB 15.05.2021
15.05.2024
Kompakt Serbest ProgramlaKompakt Serbest Programlanabilir Duvar Montaj Oda Panel Bilgisayarınabilir Duvar Montaj Oda Panel Bilgisayarı Yürütücü Ulusal Proje TÜBİTAK TEYDEB 01.10.2021
31.07.2022
A Defence indepth Syber Intelligence Platform to Defend Against Emerging Syber Attacks Yürütücü Ulusal Proje TÜBİTAK UİDB 15.09.2018
01.05.2021

Verilen Dersler

Ders Adı Ders Kodu Dönem
Siber Güvenlik İçin Betik Diller CCIP502 2023/24 Bahar
Veri, Zeka ve Gerçek Hayat MIS220 2023/24 Bahar
Siber Güvenlikte Özel Konular II CCIP592 2023/24 Bahar
Veri Bilimi Araçlarına Giriş DSE501*2 2023/24 Güz