Interests
Interests
Artificial Intelligence and Knowledge Discovery:
- Data Mining
- Machine Learning
- Information Retrieval
- Graph Mining and Network Analysis
Geographic Information Systems
Algorithms
Artificial Intelligence and Knowledge Discovery:
- Data Mining
- Machine Learning
- Information Retrieval
- Graph Mining and Network Analysis
Geographic Information Systems
Algorithms
Google Scholar DBLP ORCID ResearcherID YOK-Academic
A. Doğan, E. Demir. Structural recurrent neural network models for earthquake prediction. Neural Computing & Applications 34, 11049–11062, 2022. https://doi.org/10.1007/s00521-022-07030-w
E. Demir, C. Aykanat. “Efficient Successor Retrieval Operations for Aggregate Query Processing on Clustered Road Networks” Information Sciences, 180(14): 2743-2762, 2010. https://doi.org/10.1016/j.ins.2010.03.015
E. Demir, C. Aykanat, B. B. Cambazoglu. "A Link-Based Storage Scheme for Efficient Aggregate Query Processing On Clustered Road Networks" Information Systems 35(1): 75-93 , 2010. https://doi.org/10.1016/j.is.2009.03.005
E. Demir, C. Aykanat, B.B. Cambazoglu "Clustering Spatial Networks for Aggregate Query Processing: A Hypergraph Approach" Information Systems 33(1): 1-17, 2008. https://doi.org/10.1016/j.is.2007.04.001
I.S. Altingovde, E. Demir, F. Can, O. Ulusoy "Incremental cluster-based retrieval using compressed cluster-skipping inverted files" ACM Transactions on Information Systems. 26(3): 1-36, 2008. https://doi.org/10.1145/1361684.1361688
F. Can, I. S. Altingovde, E. Demir "Efficiency and effectiveness of query processing in cluster-based retrieval" Information Systems 29(8): 697-717, 2004. [more information]. https://doi.org/10.1016/S0306-4379(03)00062-0
International
[Poster] M.O. Ozek, E. Demir "Pixel-Based Level of Detail on Hardware Tessellated Terrain Rendering" Proc. of ACM SIGGRAPH, Los Angeles, CA, USA, 2017. https://doi.org/10.1145/3102163.3102218
[Poster] B. Sriram, D.Fuhry, E. Demir, H. Ferhatosmanoglu, M. Demirbas "Short text classification in Twitter to improve information filtering" Proc. of ACM SIGIR 2010: 841-842. https://doi.org/10.1145/1835449.1835643
[Poster] I.S. Altingovde, E. Demir, F. Can, O. Ulusoy "Site-based dynamic pruning for query processing in search engines" Proc. of ACM SIGIR 2008: 861-862. https://doi.org/10.1145/1390334.1390543
E. Demir, E. Arkun "Constraint Based Update of Large Itemsets" Proc. of 16th International Symposium on Computer and Information Sciences (ISCIS), Antalya, Turkey, Nov. 2001, 105-112.
National
E. Yildirim, E. Demir. "Test Otomasyon Verimliliğinin Ölçülmesi ve Başarılı Bir Test Otomasyon Mimarisi Oluşturmanın Otomasyon Verimliliğine Olan Etkisi," (Measuring the Efficiency of Test Automation Projects and Effects of Designing a Successful Test Automation Architecture on the Efficiency of Test Automation Project) National Software Engineering Symposium (UYMS) , Erzurum, Turkey, 2023, pp. 132-143, ISBN : 978-625-6983-18-2 (pdf)
U. Akös, F. A. Gün, U. B. Bozkürk, E. Demir. "REST Servisleri için Açık Kaynak API Test Araçlarının İncelenmesi," (Review of Open Source API Testing Tools for Rest Services) National Software Engineering Symposium (UYMS) , Erzurum, Turkey, 2023, pp. 144-154, ISBN : 978-625-6983-18-2 (pdf)
M. T. Datlıca, E. Demir, "Anomaly Detection in Location and Trajectory Datasets," Signal Processing and Communications Applications Conference (SIU), 2021, pp. 1-4, https://doi.org/10.1109/SIU53274.2021.9477872
Ç. Aldan, E. Demir, "Detection of Duplicate Bug Reports in Jira and Bugzilla Tools," National Software Engineering Symposium (UYMS) , Istanbul, Turkey, 2020, pp. 1-4, https://doi.org/10.1109/UYMS50627.2020.9247058
A. Doğan, E. Demir "Yapısal Tekrarlayan Yapay Sinir Ağları ile Türkiye'de Deprem Tahmini" (Earthquake Prediction in Turkey with Structural Recurrent Neural Network) Signal Processing and Communications Applications Conference (SIU), Gaziantep, Turkey, 2020. https://doi.org/10.1109/SIU49456.2020.9302400
K. Kürten, E. Demir "Kokpit Tasarımında Gösterge ve Kontrollerin Akış Kontrolü Bazlı Yerleşimi" (Checklist Based Placement of Indicators and Controls in Cockpit Design), National Defense Applications Modeling and Simulation Conference (USMOS), Ankara, Turkey, 2017. (pdf)
E. Demir, V. B. Demir "Yapay Sinir Ağları ile Uçuşlardaki Gecikmelerin Öngörülmesi: Bir Havalimanı Çalışması" (Predicting Flight Delays with Artificial Neural Networks: Case Study of an Airport), Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 2017. https://doi.org/10.1109/SIU.2017.7960463
E. Demir, A. Güneş "İçtihat Birleştirme için Karar Destek Sistemi" (Decision Support System for the Unification of Legal Precedents) Proc. of International Conference on Computer Science and Engineering (UBMK), Tekirdağ, Turkey, 2016.
E. Demir "Storage and Access Schemes for Aggregate Query Processing on Road Networks" Ph.D. Thesis, Bilkent University, Ankara, Turkey, January 2009. [ID: 246609]
E. Demir "A Constraint-Based Incremental Approach for Update of Large Itemsets" M.S. Thesis, Bilkent University, Ankara, Turkey, August 2001. [ID: 112557]
E. Demir, C. Aykanat, B. B. Cambazoglu "A link-based storage scheme for efficient aggregate query processing on clustered road networks" Technical Report, Computer Engineering Department, Bilkent University, BU-CE-0707, November 2007. [pdf]
(For further details please refer to National Thesis Archive)
M.S.
Aydın Doğan, Spatio-Temporal Earthquake Prediction with Structural Recurrent Neural Networks (2021, Thesis no: 692498 )
Sine Canbolat, Optimal Route Planning using Time-Based Obstacle Model in Navigation Systems (2019, Thesis no: 539591)
Kıvanç Kürten, Placement of Indicators and Controls in the Cockpit Design Based on Checklist Flow (2017, Thesis no: 482521 )
Çağrı Şener, Activity Classification based on Eye Movement. Co-supervisor: Prof. Dr. Hasan Oğul (2017, Thesis no: 457919)
Mehmet Ömer Özek, Determining Pixel-Based LOD on Hardware Tessellated Terrain Rendering (2016, Thesis no: 438729)
Hüseyin Keçeli, Time-based Electrical Energy Consumption Model in Turkey Using Machine Learning on News Data . Co-supervisor: Assist. Prof. Dr. Tayfun Küçükyılmaz (2016, Thesis no: 438728)
Vahap Burhan Demir, Predicting Flight Delays with Artificial Neural Networks: A Case Study in Esenboğa Airport (2016, Thesis no: 430066)
Ali Güneş, Decision Support System for the Unification of Legal Precedents by the Supreme Court (2016, Thesis no: 420295)
Detection of Gait Imitations in the Forensic Medicine: Lie Detector for Gait Analysis TUBITAK ARDEB 1001 No: 221S678 (2022-2024)
Query-driven Data Acquisition from Web-based Data Sources, Oxford University, UK. EPSRC EP/H017690/1 (2011-2012)
Similarity-Based Indexing and Integration of Protein Sequence and Structure Databases, Ohio State University, USA. NSF - 0750891 (2009-2011)
South Eastern European GRid Enabled eInfrastructure Development, Bilkent University, Turkey. SEE-GRID and SEE-GRID2 projects.
HSCode identification for International Trade Network. Market Calculus. TUBITAK TEYDEB 1501 No: 3220975 (2024)
Artificial Intelligence Based Test and Simulation Platform for Embedded Systems. SimSoft Bilgisayar Teknolojileri Ltd. Şti. TUBITAK TEYDEB 1501 No: 3200765 (2021-2022)
MicroService Based, Intelligent, Portable, Multi-Purpose Tracking System . Atel Teknoloji ve Savunma A.Ş. TUBITAK TEYDEB 1501 No:1190039 (2020-2021)
Targeted Audience Based Digital Signage System (HOMIS 2.0 Lunasign). Bilimtek Teknoloji A.Ş. TUBITAK TEYDEB 1501 No: 3170208 (2016-2018)
Targeted Audience Based Digital Signage System (Hedef Odaklı Medya Bilgilendirme Sistemi - HOMIS) Bilimtek Teknoloji A.Ş. TUBITAK TEYDEB 1507 No: 7141177 (2015 - 2016)
GIS-Based Location Selection and Statistical Analysis Software Bilimtek Teknoloji A.Ş. TUBITAK TEYDEB 1507 No: 7150260 (2015- 2016)
Location Based Real Estate Database Generation using Information Retrieval and Extraction NODA Bilişim Teknolojileri TUBITAK TEYDEB 1507 No: 7130694 (2013-2015)
Oku v4: A Tool for Visually Handicapped People Sponsored by Microsoft Research Ltd. (2003 - 2004). Available at GitHub
Oku4All: A tool for visually handicapped people including web browser, email client, and rich-text editor.
Okutman: Turkish Text-To-Speech Engine
WSDM 2022, 2023, 2024
WebConf 2022, 2023 Search Track
SIGIR 2021, 2022, 2023, 2024 Tutorial Track
IEEE Signal Processing and Communication Applications Conference, SIU 2017, 2018, 2021, 2022, 2023, 2024
European Conference on Information Retrieval, ECIR 2017 Short Paper
International Conference on Computer Science and Engineering, UBMK 2016
IEEE Big Data 2016 Conference, Special Session on Intelligent Data Mining