Research
Large Scale Data
Group Work
Knowledge Graph, Knowledge Graphs
Social Media Data
Cybersecurity
Political Polarization
Computational Model, Computational Modeling, Computer Modeling, Computational Models, Computer Model
Intrusion Detection
Text Documents
Linked Data Sources
Public Sector
Semantic Web
Big Data Processing
Customer Systems
Performance Improvements
Machine Learning
Social Network Analysis
Deep Learning Algorithm, Deep Learning Algorithms
Deep Learning Methods
Sentiment Analysis
Data Model
Multi Agent
Technical Analysis
Automatic Detection
Data Stores
Big Data Technologies
Data Features
Scalable Approach
Expert Systems, Expert System
Short Survey
Workflow Automation
Electronic Health Records, Electronic Health Record
Restful Web
K Means Clustering
Case Studies, Case Study
Artificial Neural Network, Artificial Neural Networks
Computational Intelligence
Context Aware Computing
Data Discovery
Deep Neural Network, Deep Neural Networks
Partner Selection
Search Engine, Search Engines
Web Services
Entity Recognition
Dynamic Selection
Mobile Devices, Mobile Device
Services Framework
Business Transactions
Small Devices
Biological Databases
Collaborative Web
Health Level
XML Web
Load Control
Guest Editors Introduction
Multimedia Presentations
User Control
Relational Database, Relational Databases
List of Publications (111)
In 2024
111
Group Work and Student Evaluations: Using Computer Modeling to Predict Student Ratings of Professors Based on Group Work. M Conklin, E Dog du, R Choupani Available at SSRN 4854027, 2024.
Found on Publication Page
In 2023
110
Is It Really a Man's World? Using Real-Life Negotiations to Reframe the Negotiation Gender Gap. M Conklin, R Choupani, E Dog du St. Louis University Law Journal ___ (Forthcoming), 2023.
Found on Publication Page
109
Detecting Political Polarization Using Social Media Data. E Dogdu, R Choupani, S Su ru cu Southwest Data Science Conference, 46-59, 2023.
Found on Publication Page
108
Peculiarity of the Precise Number Effect: Efficacy of Precise Initial Offers on Pawn Stars Negotiations. M Conklin Bus. L. Rev. 54, 1, 2023.
Found on Publication Page
In 2022
107
Menu Optimization for Multi-Profile Customer Systems on Large Scale Data. J Karimov, M Ozbayoglu, B Tavli, E Dogdu Computational Economics 60 (1), 221-242, 2022.
Found on Publication Page
106
Distributed Query Processing and Reasoning Over Linked Big Data. HH Mohammed, E Dog du, R Choupani, TSA Zarbega Southwest Data Science Conference, 158-170, 2022.
Found on Publication Page
In 2021
105
A deep-defense approach for next-gen cyber-resilient inter-dependent critical infrastructure systems. E Hammad, AK Nag, A Chennamaneni, M Aghashahi, E Dogdu 2021 Resilience Week (RWS), 1-7, 2021.
Found on Publication Page
In 2020
104
Link Prediction in Knowledge Graphs with Numeric Triples Using Clustering. B Bayrak, R Choupani, E Dogdu 2020 IEEE International Conference on Big Data (Big Data), 4492-4498, 2020.
Found on Publication Page
103
Multi-label classification of text documents using deep learning. HH Mohammed, E Dogdu, AK Go ru r, R Choupani 2020 IEEE International Conference on Big Data (Big Data), 4681-4689, 2020.
Found on Publication Page
In 2019
102
Intrusion detection using big data and deep learning techniques. O Faker, E Dogdu Proceedings of the 2019 ACM Southeast conference, 86-93, 2019.
Found on Publication Page
In 2018
101
Improvement of general inquirer features with quantity analysis. T Karadeniz, E Dogdu 2018 IEEE International Conference on Big Data (Big Data), 2228-2231, 2018.
Found on Publication Page
100
Classification of Linked Data Sources Using Semantic Scoring. S Yumusak, E Dogdu, H Kodaz IEICE TRANSACTIONS on Information and Systems 101 (1), 99-107, 2018.
Found on Publication Page
99
Perceptions, Expectations and Implementations of Big Data in Public Sector. E Dog du, M O zbayog lu, Z Karakaya .
Found on Publication Page
98
Malware classification using deep learning methods. B Cakir, E Dogdu Proceedings of the ACMSE 2018 Conference, 1-5, 2018.
Found on Publication Page
97
Phishing e-mail detection by using deep learning algorithms. R Hassanpour, E Dogdu, R Choupani, O Goker, N Nazli ACM Southeast Regional Conference, 45:1, 2018.
Found on Publication Page
96
MIS-IoT: Modular intelligent server based internet of things framework with big data and machine learning. AC Onal, OB Sezer, M Ozbayoglu, E Dogdu 2018 IEEE International Conference on Big Data (Big Data), 2270-2279, 2018.
Found on Publication Page
95
A discovery and analysis engine for semantic web. S Yumusak, A Kamilaris, E Dogdu, H Kodaz, E Uysal, RE Aras Companion Proceedings of the The Web Conference 2018, 1497-1505, 2018.
Found on Publication Page
94
A robust watermarking scheme over quadrant medical image in discrete wavelet transform domain. O Go ker, N Nazli, MM Erol, R Choupani, E Dogdu 2018 5th International Conference on Control, Decision and Information ..., 2018.
Found on Publication Page
93
Perceptions, Expectations and Implementations of Big Data in Public Sector: Kamuda Bu yu k Veri: Alglar, Beklentiler ve Uygulamalar. E Dogdu, M Ozbayoglu, A Yazici, Z Karakaya 2018 3rd International Conference on Computer Science and Engineering (UBMK ..., 2018.
Found on Publication Page
In 2017
92
SpEnD portal: Linked data discovery using SPARQL endpoints. S Yumusak, RE Aras, E Uysal, E Dogdu, H Kodaz, K Oztoprak 2017 IEEE International Conference on Big Data (Big Data), 2200-2202, 2017.
Found on Publication Page
91
A Real-Time Autonomous Highway Accident Detection Model Based on Big Data Processing and Computational Intelligence. A Murat Ozbayoglu, G Kucukayan, E Dogdu arXiv e-prints, arXiv: 1712.09227, 2017.
Found on Publication Page
90
Weather data analysis and sensor fault detection using an extended IoT framework with semantics, big data, and machine learning. AC Onal, OB Sezer, M Ozbayoglu, E Dogdu 2017 IEEE international conference on big data (Big Data), 2037-2046, 2017.
Found on Publication Page
89
An artificial neural network-based stock trading system using technical analysis and big data framework. OB Sezer, AM Ozbayoglu, E Dogdu Proceedings of the ACM Southeast Conference, 223-226, 2017.
Found on Publication Page
88
Context-aware computing, learning, and big data in internet of things: a survey. OB Sezer, E Dogdu, AM Ozbayoglu IEEE Internet of Things Journal 5 (1), 1-27, 2017.
Found on Publication Page
87
A deep neural-network based stock trading system based on evolutionary optimized technical analysis parameters. OB Sezer, M Ozbayoglu, E Dogdu Procedia computer science 114, 473-480, 2017.
Found on Publication Page
86
An ontology-based multi-agent virtual enterprise system (OMAVE): part 1: domain modelling and rule management. BL Sadigh, HO Unver, S Nikghadam, E Dogdu, AM Ozbayoglu, SE Kilic International Journal of Computer Integrated Manufacturing 30 (2-3), 320-343, 2017.
Found on Publication Page
85
SpEnD: Linked data SPARQL endpoints discovery using search engines. S Yumusak, E Dogdu, H Kodaz, A Kamilaris, PY Vandenbussche IEICE TRANSACTIONS on Information and Systems 100 (4), 758-767, 2017.
Found on Publication Page
84
The Impact of Incapacitation of Multiple Critical Sensor Nodes on Wireless Sensor Network Lifetime. HU Yildiz, B Tavli, BO Kahjogh, E Dogdu IEEE Wireless Communications Letters 6 (3), 306-309, 2017.
Found on Publication Page
83
An ontology-based multi-agent virtual enterprise system (OMAVE): part 2: partner selection. BL Sadigh, S Nikghadam, AM Ozbayoglu, HO Unver, E Dogdu, SE Kilic International Journal of Computer Integrated Manufacturing 30 (10), 1072-1092, 2017.
Found on Publication Page
82
Sentiment analysis for the social media: A case study for turkish general elections. E Uysal, S Yumusak, K Oztoprak, E Dogdu Proceedings of the SouthEast Conference, 215-218, 2017.
Found on Publication Page
81
Topic distribution constant diameter overlay design algorithm (TD-CD-ODA). K O ztoprak, S Layazali, E Dogdu 2017 IEEE 11th International Conference on Semantic Computing (ICSC), 482-487, 2017.
Found on Publication Page
In 2016
80
UPSP: Unique predicate-based source selection for SPARQL endpoint federation. EC O zkan, M Saleem, E Dog du, ACN Ngomo CEUR Workshop Proceedings, 2016.
Found on Publication Page
79
A real-time autonomous highway accident detection model based on big data processing and computational intelligence. M Ozbayoglu, G Kucukayan, E Dogdu 2016 IEEE international conference on big data (Big Data), 1807-1813, 2016.
Found on Publication Page
78
An extended iot framework with semantics, big data, and analytics. OB Sezer, E Dogdu, M Ozbayoglu, A Onal 2016 IEEE international conference on big data (big data), 1849-1856, 2016.
Found on Publication Page
77
A survey on semantic web and big data technologies for social network analysis. S Kulcu, E Dogdu, AM Ozbayoglu 2016 IEEE International Conference on Big Data (Big Data), 1768-1777, 2016.
Found on Publication Page
76
Identifying trolls and determining terror awareness level in social networks using a scalable framework. B Mutlu, M Mutlu, K Oztoprak, E Dogdu 2016 IEEE international conference on big data (big data), 1792-1798, 2016.
Found on Publication Page
75
A scalable approach for sentiment analysis of Turkish tweets and linking tweets to news. S Kulcu, E Dogdu 2016 IEEE Tenth International Conference on Semantic Computing (ICSC), 471-476, 2016.
Found on Publication Page
74
UPSP: Unique Predicate-based Source Selection for SPARQL Endpoint Federation. EC Ozkan, M Saleem, E Dogdu, ACN Ngomo PROFILES@ ESWC, 2016.
Found on Publication Page
73
Opinion mining of microblog texts on Hadoop ecosystem. MA Ag ca, S Atac , MM Yu cesan, YG Ku c u kayan, AM O zbayog lu, E Dog du International Journal of Cloud Computing 5 (1-2), 79-90, 2016.
Found on Publication Page
72
A hybrid method for rating prediction using linked data features and text reviews. S YUMUS AK, E Munoz, P Minervini, E Dog du, H Kodaz CEUR-WS, 2016.
Found on Publication Page
71
EDL: A Framework for Entity Disambiguation and Linking to Knowledgebases. BO Kahjogh, J Karimov, E Dogdu 2016 IEEE Tenth International Conference on Semantic Computing (ICSC), 168-169, 2016.
Found on Publication Page
70
News Clustering Using Linked Data Resources and Their Relationships. MM Yucesan, E Dogdu International Conference on Artificial Intelligence and Data Processing (IDAP), 2016.
Found on Publication Page
In 2015
69
I lis kiler. A O ZBAYOG LU, O AKIN, N DOG AN, M AKCAYOL, I ASKERZADE, ... Palme Yay nc l k, 2015.
Found on Publication Page
68
Development of a smart home ontology and the implementation of a semantic sensor network simulator: An Internet of Things approach. OB Sezer, SZ Can, E Dogdu 2015 International Conference on Collaboration Technologies and Systems (CTS ..., 2015.
Found on Publication Page
67
Brilliant blue G assisted macular surgery: the effect of air infusion on contrast recognisability in internal limiting membrane peeling. Y Totan, E Gu ler, FB Gu rag ac , E Uzun, E Dogdu British Journal of Ophthalmology 99 (1), 75-80, 2015.
Found on Publication Page
66
k-means Performance Improvements with Centroid Calculation Heuristics both for Serial and Parallel environments. J Karimov, M Ozbayoglu, E Dogdu 2015 IEEE International Congress on Big Data, 444-451, 2015.
Found on Publication Page
65
Generic menu optimization for multi-profile customer systems. J Karimov, M Ozbayoglu, B Tavli, E Dogdu 2015 IEEE International Symposium on Systems Engineering (ISSE), 163-169, 2015.
Found on Publication Page
In 2014
64
Waste management information system: An expert system using ontologies. E Dog du, B Katipog lu, U Gu ney KEOD 2014-Proceedings of the International Conference on Knowledge ..., 2014.
Found on Publication Page
63
Ontology based virtual enterprise system domain modeling. B Lotfi Sadigh, HO U nver, E Dog du, SE K l c FAIM 2014-Proceedings of the 24th International Conference on Flexible ..., 2014.
Found on Publication Page
62
Ontology-centric data modelling and decision support in smart grid applications a distribution service operator perspective. E Dog du, AM O zbayog lu, O Benli, HE Ak nc , E Erol, T Atasoy, O Gu rec , ... 2014 IEEE International Conference on Intelligent Energy and Power Systems ..., 2014.
Found on Publication Page
60
Semantically enriched task and workflow automation in crowdsourcing for linked data management. A Basharat, IB Arpinar, S Dastgheib, U Kursuncu, K Kochut, E Dogdu International Journal of Semantic Computing 8 (04), 415-439, 2014.
Found on Publication Page
59
A short survey of linked data ranking. S Yumusak, E Dogdu, H Kodaz Proceedings of the 2014 ACM Southeast Regional Conference, 1-4, 2014.
Found on Publication Page
58
Crowdlink: Crowdsourcing for large-scale linked data management. A Basharat, IB Arpinar, S Dastgheib, U Kursuncu, K Kochut, E Dogdu 2014 IEEE International Conference on Semantic Computing, 227-234, 2014.
Found on Publication Page
57
A data-model driven web application development framework. E Dogdu, S Hakimov, S Yumusak Proceedings of the 2014 ACM Southeast Regional Conference, 1-4, 2014.
Found on Publication Page
56
Waste Management Information System. E Dogdu, B Katipoglu, U Guney Knowledge Engineering and Ontology Development (KEOD 2014) part of the ..., 2014.
Found on Publication Page
55
Ontology based Virtual Enterprise System Domain Modeling. BL Sadigh, HO U nver, E Dog du, SE K l c 24th International Conference on Flexible Automation and Intelligent ..., 2014.
Found on Publication Page
In 2013
54
Pedagogical analysis and multifaceted evaluation of an engineering co-op program. S Uludag, MF Demirci, E Dogdu, F Aydos 2013 IEEE Frontiers in Education Conference (FIE), 438-444, 2013.
Found on Publication Page
53
Linked Data U zerinden Dog al Dil Sorgular n Cevaplayan Sistem. AT Kabakus , E Dog du 10th National Software Engineering Symposium, 2013.
Found on Publication Page
52
Semantic question answering system over linked data using relational patterns. S Hakimov, H Tunc, M Akimaliev, E Dogdu Proceedings of the Joint EDBT/ICDT 2013 Workshops, 83-88, 2013.
Found on Publication Page
51
MoReCon: a mobile restful context-aware middleware. E Dogdu, O Soyer Proceedings of the 51st ACM Southeast Conference, 1-6, 2013.
Found on Publication Page
In 2012
50
Automatic Detection of Erythemato-Squamous Diseases Using k-Means Clustering (vol 34, pg 179, 2010). ED U beyli, E Dog du Journal of Medical Systems, 2012.
Found on Publication Page
49
Named entity recognition and disambiguation using linked data and graph-based centrality scoring. S Hakimov, SA Oto, E Dogdu Proceedings of the 4th international workshop on semantic web information ..., 2012.
Found on Publication Page
48
A novel semantic web browser for user centric information retrieval: PERSON. A Aksac, O Ozturk, E Dogdu Expert Systems with Applications 39 (15), 12001-12013, 2012.
Found on Publication Page
47
Erratum to: Automatic Detection of Erythemato-Squamous Diseases Using k-Means Clustering. ED U beyli, E Dog du Journal of Medical Systems 36, 1007-1007, 2012.
Found on Publication Page
In 2011
46
Accessing and Updating Electronic Health Records Using RESTful Web Services. E Dogdu, AN Cicek International Conference on Se-mantic Web and Web Services (SWWS 2011), 34-37, 2011.
Found on Publication Page
In 2010
45
Automatic Detection of Erythemato-Squamous Diseases Using k-Means Clustering. ED U beyli, E Dog du Journal of medical systems 34, 179-184, 2010.
Found on Publication Page
In 2009
43
Semantic web in eHealth. E Dogdu Proceedings of the 47th Annual Southeast Regional Conference, 1-4, 2009.
Found on Publication Page
In 2008
42
Dynamic Selection of Web Services Using QoS Constraints in BPEL. E Dogdu, O Mescigil SEDE, 222-226, 2008.
Found on Publication Page
In 2007
41
Design and Implementation of a Middleware for Mobile Networked Devices and Applications. E Dogdu, J Zhuang, SK Prasad Software Engineering Research and Practice, 261-268, 2007.
Found on Publication Page
In 2006
38
Utilization of execution histories in scheduling real-time database transactions. E Dogdu Data & Knowledge Engineering 57 (2), 148-178, 2006.
Found on Publication Page
37
A user management system for federated databases using web services. F Liu, E Dogdu International Conference on Computational Science and Its Applications, 88-97, 2006.
Found on Publication Page
In 2005
36
A Java API for global querying and updates for a system of databases. R Sunderraman, E Dogdu, P Madiraju, L Malladi Proceedings of the 43rd annual Southeast regional conference-Volume 1, 245-249, 2005.
Found on Publication Page
35
Strip and line discrete cosine transforms for blocking artifact reduction. S Belkasim, P Bhatia, W Ramlawi, S Akkaladevi, E Dogdu 48th Midwest Symposium on Circuits and Systems, 2005., 1693-1695, 2005.
Found on Publication Page
34
An agent module for a system on mobile devices. P Madiraju, SK Prasad, R Sunderraman, E Dogdu Agents and Peer-to-Peer Computing: Third International Workshop, AP2PC 2004 ..., 2005.
Found on Publication Page
33
Efficient scheduling strategies for web services-based e-business transactions. E Dogdu, V Mamidenna International Workshop on Technologies for E-Services, 113-125, 2005.
Found on Publication Page
32
A small listener for heterogeneous mobile devices: a service enabler with a uniform Web object view. B Liu, SK Prasad, E Dogdu IEEE International Conference on Web Services (ICWS'05), 2005.
Found on Publication Page
In 2004
31
Scheduling Web Services Transactions. E Dogdu International Conference on Internet Computing, 727-732, 2004.
Found on Publication Page
30
Enhancements to Securing XML Web Services. E Heinz, E Dogdu International Conference on Internet Computing, 808-816, 2004.
Found on Publication Page
29
Health Level-7 compliant clinical patient records system. JS Hooda, E Dogdu, R Sunderraman Proceedings of the 2004 ACM symposium on Applied computing, 259-263, 2004.
Found on Publication Page
28
SyD: A Middleware Testbed for Collaborative Applications over Small Heterogeneous Devices and Data Stores. SK Prasad, V Madisetti, SB Navathe, R Sunderraman, E Dogdu, ... Lecture Notes in Computer Science 3231, 352-371, 2004.
Found on Publication Page
27
Contented-based image retrieval in biological databases. SO Belkasim, Y Li, E Dogdu, X Hong, Z Li Int. Conf. on Computational Intelligence, 512-515, 2004.
Found on Publication Page
26
A Framework for Constraint-Based Collaborative Web Service Applications and A Travel Application Case Study. A Hariharan, SK Prasad, AG Bourgeois, E Dogdu, SB Navathe, ... International Conference on Internet Computing, 866-872, 2004.
Found on Publication Page
In 2003
25
Web image transcoding and a proxy-based solution for small devices. B Jin, S Belkasim, E Dogdu 2003 46th Midwest Symposium on Circuits and Systems 3, 1601-1603, 2003.
Found on Publication Page
24
Web Image Transcoding and a Proxy-Based Solution for Small Devices. SO Belkasim, B Jin, E Dogdu PROCEEDINGS OF THE IEEE MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS 46 (3), 1601, 2003.
Found on Publication Page
23
Implementation of a calendar application based on SyD coordination links. SK Prasad, AG Bourgeois, E Dogdu, R Sunderraman, Y Pan, S Navathe, ... Parallel and Distributed Processing Symposium, 2003. Proceedings ..., 2003.
Found on Publication Page
22
Enforcing interdependencies and executing transactions atomically over autonomous mobile data stores using SyD link technology. SK Prasad, AG Bourgeois, E Dogdu, R Sunderraman, Y Pan, S Navathe, ... 23rd International Conference on Distributed Computing Systems Workshops ..., 2003.
Found on Publication Page
21
Design and Implementation of a listener module for handheld mobile devices. SK Prasad, E Dogdu, R Sunderraman, B Liu, V Madisetti Proceedings of 41st Annual ACM Southeast Conference, 7-8, 2003.
Found on Publication Page
20
A middleware for collaborative applications over a system of mobile devices (SyD): An implementation case study. SK Prasad, V Madisetti, R Sunderraman, E Dogdu, A Bourgeois, M Weeks, ... Department of Computer Science, Georgia State University, 2003.
Found on Publication Page
19
A web services testing tool. E Dogdu, R Sunderraman Proc. of the 7th IASTED Int. Conf. on Internet and Multimedia Systems and ..., 2003.
Found on Publication Page
In 2002
18
An Extended Web Services Framework. E Dogdu Communications, Internet, and Information Technology, 455-460, 2002.
Found on Publication Page
In 1998
17
Real-time databases: extended transactions and the utilization of execution histories. E Dogdu Case Western Reserve University, 1998.
Found on Publication Page
In 1997
16
Real-time transactions with execution histories: priority assignment and load control. E Dog du, G O zsoyog lu Proceedings of the sixth international conference on Information and ..., 1997.
Found on Publication Page
15
Real-time transactions with execution histories: priority assignment and load control. E Dogdu, G O zsoyoglu Conference on Information and Knowledge Management: Proceedings of the sixth ..., 1997.
Found on Publication Page
14
Scheduling nested transactions in real-time database systems. E Dog du, G O zsoyog lu Real-time database and information systems: research advances, 105-130, 1997.
Found on Publication Page
13
User control and dynamic reorganization of multimedia presentations during playout. V Hakkoymaz, F Znati, E Dogdu International Journal of Software Engineering and Knowledge Engineering 7 ..., 1997.
Found on Publication Page
In 1996
12
Scheduling adaptive transactions in real-time databases. E Dog du International Conference on Database and Expert Systems Applications, 130-142, 1996.
Found on Publication Page
11
Scheduling adaptive transactions in real-time databases. E Dogdu Proceedings of the 7th International Conference on Database and Expert ..., 1996.
Found on Publication Page
10
Adaptive real-time transactions and risk-based load control. E Dog du, G O zsoyog lu Proceedings of the workshop on Databases: active and real-time, 1-4, 1996.
Found on Publication Page
In 1995
9
Guest Editors' Introduction to Special Section On Temporal and Real-Time Databases. G Ozsoyoglu, RT Snodgrass IEEE Transactions on Knowledge & Data Engineering 7 (04), 511-512, 1995.
Found on Publication Page
In 1991
8
Estimation of aggregate relational algebra queries with error constraints. E Dogdu Case Western Reserve University, 1991.
Found on Publication Page
7
Error-constrained COUNT query evaluation in relational databases. WC Hou, G Ozsoyoglu, E Dogdu ACM SIGMOD Record 20 (2), 278-287, 1991.
Found on Publication Page
Unspecified
5
SyD: A Middleware Testbed for Collaborative Applications over Small Heterogeneous Devices and Data Stores. R Sunderraman, E Dogdu, A Bourgeois, M Weeks, P Madiraju, S Malladi, ... .
Found on Publication Page
4
IEEE-SCSN 2016 Program Committee. M Demirci, E Dogdu, M Eirinaki, G Farnadi, HY Ha, M Ozbayoglu, ... .
Found on Publication Page
3
MDM 2010 Workshops Organization. B Ko nig-Ries, W Mansoor, J Veijalainen, Y Arase, E Dogdu, FT Hara, ... .
Found on Publication Page
1
Networked Portable Platform Technology Center (NP2). S Belkasim, A Bourgeois, E Dogdu, X He, Y Pan, SK Prasad, ... .
Found on Publication Page
