• Fredrik Bajers Vej 7, A3-214

    9220 Aalborg Ø

    Denmark

20032021
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Research Output 2003 2019

2019

Bringing Open Data into Danish Schools and its Potential Impact on Pupils

Saddiqa, M., Rasmussen, L. L. L. M. M., Magnussen, R., Larsen, B. & Pedersen, J. M., 2019, (Submitted) The 15th International Symposium on Open Collaboration.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Data Visualization in Schools

Saddiqa, M., Larsen, B., Magnussen, R., Rasmussen, L. & Pedersen, J. M., 2019, (Accepted/In press) International Conference on Computer Graphics, Visualization and Computer Vision 2019.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2018

An Approach to Detect and Prevent Cybercrime in Large Complex Networks

Sorensen, A., Remy, M. J., Kjettrup, N., Mahmoud, R. V. & Pedersen, J. M., 4 Dec 2018, 2018 International Conference on Cyber Security and Protection of Digital Services, Cyber Security 2018. IEEE, 8 p. 8560687. (International Conference On Cyber Security And Protection Of Digital Services (Cyber Security). Proceedings.).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Complex networks
Systems analysis
Computer networks

Assessing usefulness of blacklists without the ground truth

Kidmose, E., Gausel, K., Brandbyge, S. & Pedersen, J. M., 2018, Image Processing and Communications Challenges 10. Springer, p. 216-223 8 p. (Advances in Intelligent Systems and Computing, Vol. 892).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Internet

Detection of malicious and abusive domain names

Kidmose, E., Lansing, E., Brandbyge, S. & Pedersen, J. M., 2018, 1st International Conference on Data Intelligence and Security - ICDIS. IEEE, p. 49-56 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Detection of malicious domains through lexical analysis

Kidmose, E., Stevanovic, M. & Pedersen, J. M., 2018, 2018 International Conference on Cyber Security And Protection Of Digital Services (Cyber Security). IEEE, 5 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

47 Downloads (Pure)

Heuristic methods for efficient identification of abusive domain names

Kidmose, E., Lansing, E., Brandbyge, S. & Pedersen, J. M., 2018, In : International Journal On Cyber Situational Awareness (IJCSA). 3, 1, p. 121-142 22 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Heuristic methods
Profitability
Internet
Industry

International Student Projects - How to make it happen

Pedersen, J. M. & Jensen, J. V., 2018, ETALEE 2018: "Exploring Teaching for Active Learning in Engineering Education". IngeniørUddannelsernes Pædagogiske Netværk, IUPN, p. 17-26 10 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
208 Downloads (Pure)

International student projects in a blended setting: How to facilitate problem based project work

Pedersen, J. M., Elsner, R., Kuran, M. S., Prikulis, L. & Zabludowski, L., 2018, International Symposium on Project Approaches in Engineering Education. Department of Production and Systems – PAEE association: PAEE association - School of Engineering of University of Minho, Campus de Azurém, 4800-058 Guimarães, Portugal, p. 316-324 9 p. (International Symposium on Project Approaches in Engineering Education (PAEE), Vol. 8).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File

Opportunities and challenges in designing a blended international student project activity: Experiences from the EPIC project

Kuran, M. S., Pedersen, J. M., Van Hattum-Janssen, N. & Pareta, J. S., 2 Aug 2018, 2018 17th International Conference on Information Technology Based Higher Education and Training, ITHET 2018. IEEE, p. 1-4 4 p. 8424770

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

experience
student
employability
European Commission
university
52 Downloads (Pure)

Security in internet of things: Trends and challenges

Pedersen, J. M. & Kidmose, E., 2018, In : CEUR Workshop Proceedings. 2218, p. 182–188 7 p.

Research output: Contribution to journalConference article in JournalResearchpeer-review

Open Access
File
Washing machines
Watches
Artificial intelligence
Cameras
Internet
1 Downloads (Pure)

Students’ experience with Dassault Systemes’ ILICE platform for PBL

Sørensen, M. T. & Pedersen, J. M., 2018, 7th International Research Symposium on PBL: Innovation, PBL and Competences in Engineering Education. Sunyu, WANG., KOLMOS, A., GUERRA, A. & Weifeng, QIAO. (eds.). Aalborg: Aalborg Universitetsforlag, p. 75-84 10 p. (International Research Symposium on PBL).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
26 Downloads (Pure)

The multicultural group work: a challenge explored by students

Spliid, C. M., Dahms, M. L., Velmurugan, G. & Pedersen, J. M., 2018. 1 p.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearchpeer-review

Open Access
File
2017
8 Citations (Scopus)

A method for identifying compromised clients based on DNS traffic analysis

Stevanovic, M., Pedersen, J. M., D’Alconzo, A. & Ruehrup, S., 2017, In : International Journal of Information Security. 16, 2, p. 115-132 18 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Fluxes
Internet
Communication
465 Downloads (Pure)

Blended Learning and Problem Based Learning in a multinational and multidisciplinary setting

Pedersen, J. M., Lazaro, J., Mank, L. & Eichhorn, V., 3 Jul 2017, 6th International Research Symposium on PBL: PBL, Social Progress and Sustainability. Guerra, A., Rodriguez, F. J., Kolmos, A. & Reyes, I. P. (eds.). Aalborg Universitetsforlag, p. 535-546 11 p. (International Research Symposium on PBL).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Blended Learning
learning
student
Internet
university teaching

Dynamic Content in Future Internet Opportunities Grad Course: Evaluating Media Richness in Organizational Learning

Frick, J. & Pedersen, J. M., Aug 2017, Evaluating Media Richness in Organizational Learning. IGI global, 16 p.

Research output: Contribution to book/anthology/report/conference proceedingBook chapterCommunication

learning organization
Internet
university
quiz
teaching method
4 Citations (Scopus)

Learning Management Systems on Blended Learning Courses: An Experience-Based Observation

Kuran, M. Ş., Pedersen, J. M. & Elsner, R., Sep 2017, Image Processing and Communications Challenges 9: 9th International Conference, IP&C’2017 Bydgoszcz, Poland, September 2017, Proceedings. Choras, M. & Choras, R. S. (eds.). Springer, p. 141-148 9 p. (Advances in Intelligent Systems and Computing, Vol. 681).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Blended Learning
management
learning
experience
efficiency

Moodle: Practical Advices for University Teachers

Pedersen, J. M. & Kuran, M. Ş., 13 Sep 2017, Image Processing and Communications Challenges 9: 9th International Conference, IP&C’2017 Bydgoszcz, Poland, September 2017, Proceedings. Springer, p. 183-190 (Advances in Intelligent Systems and Computing, Vol. 681).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

university teacher
Blended Learning
teaching materials
market share
didactics

Motivations and Outcomes: A study of an Intensive International Course

Pedersen, J. M., Lopez, J. M. G. L., Kirikova, M., Zabludowski, L. & Comellas, J., 2017, In : International Journal of Engineering Education. 33, 3, p. 1086-1097

Research output: Contribution to journalJournal articleResearchpeer-review

Security in Internet of Things

Kidmose, E. & Pedersen, J. M., 2017, Cybersecurity and Privacy : Bridging the Gap. Khajuria, S., Sørensen, L. & Skouby, K. E. (eds.). River Publishers, p. 99-118 19 p. (Wireless World Research Forum Series in Mobile Telecomunications).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

Electronic mail
Internet
Internet of things
Botnet

Security in the Industrial Internet of Things

Knudsen, A. H., Pedersen, J. M., Sørensen, M. A. M. & Villumsen, T. D., 2017, Cybersecurity and Privacy: Bridging the gap. Khajuria, S., Sørensen, L. & Skouby, K. E. (eds.). River Publishers, p. 119-134

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

2016
27 Citations (Scopus)

An approach for detection and family classification of malware based on behavioral analysis

Hansen, S. S., Larsen, T. M. T., Stevanovic, M. & Pedersen, J. M., Feb 2016, 2016 International Conference on Computing, Networking and Communications (ICNC). IEEE, 5 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Malware
Static analysis
Classifiers
15 Citations (Scopus)
537 Downloads (Pure)

A nifty collaborative intrusion detection and prevention architecture for Smart Grid ecosystems

Patel, A., Alhussian, H., Pedersen, J. M., Bounabat, B., Celestino Júnior, J. & Katsikas, S., Jul 2016, In : Computers & Security. 63, p. 92-109 8.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
6 Citations (Scopus)

Clustering analysis of malware behavior using Self Organizing Map

Pirscoveanu, R-S., Stevanovic, M. & Pedersen, J. M., Jul 2016, 2016 International Conference On Cyber Situational Awareness, Data Analytics And Assessment (CyberSA). IEEE, 6 p. (International Conference on Cyber Situational Awareness, Data Analytics and Assessment Proceedings. (cyberSA)).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Self organizing maps
Labels
Viruses
Labeling
Learning algorithms
98 Downloads (Pure)

Colibri: An International Blended Learning Experience based on Real-World Problems

Pedersen, J. M., Kuran, S., Frick, J. & Mank, L., 2016, Proceedings of the PAEE/ALE’2016, 8th International Symposium on Project Approaches in Engineering. Lima, R. M., Graaff, E. D., Alves, A., Menezes, A., Mesquita, D., Dinis-Carvalho, J., Bettaieb, L., van Hattum-Janssen, N., Costa, N., M. Sousa, R., Fernandes, S. & Villas-Boas, V. (eds.). University of Minho, p. 259-268 (International Symposium on Project Approaches in Engineering Education (PAEE)).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Blended Learning
experience
student
project planning
learning objective

Correlating intrusion detection alerts on bot malware infections using neural network

Kidmose, E., Stevanovic, M. & Pedersen, J. M., Jul 2016, Cyber Security And Protection Of Digital Services (Cyber Security), 2016 International Conference On. IEEE, 8 p. (International Conference On Cyber Security And Protection Of Digital Services (Cyber Security). Proceedings.).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Intrusion detection
Neural networks
Feature extraction
Processing
Malware

Detecting bots using multi-level traffic analysis

Stevanovic, M. & Pedersen, J. M., 2016, In : International Journal On Cyber Situational Awareness (IJCSA). 1, 1, 27 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
Network protocols
Internet
Botnet
Experiments
Malware

Improvement of load balancing decision for massively multi-player online game servers (MMOG) using Markov chains

Saeed, A., Olsen, R. L. & Pedersen, J. M., 2016, Advances in Computer Communications and Networks: from green, mobile, pervasive networking to big data computing. River Publishers, (River Publishers Series in Communications).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

6 Citations (Scopus)
67 Downloads (Pure)

On the Use of Machine Learning for Identifying Botnet Network Traffic

Stevanovic, M. & Pedersen, J. M., 22 Jan 2016, In : Journal of Cyber Security and Mobility. 4, 2 & 3, 32 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Learning systems
Botnet
Internet

Variability handling in educational context

Sausina, A., Kirikova, M., Pedersen, J. M. & Rudzajs, P., 2016, Information Systems Development: Complexity in Information Systems Development (ISD2016 Proceedings). Association for Information Systems, p. 284-293 10 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

educational activities
Blended Learning
educational setting
electronic learning
management
2015
219 Downloads (Pure)

AAU-Star and AAU Honeyjar: Malware Analysis Platforms Developed by Students

Pedersen, J. M. & Stevanovic, M., 2015, Image Processing and Communications Challenges 7 . S. Choraś, R. (ed.). Springer, p. 281-287 7 p. (Advances in Intelligent Systems and Computing, Vol. 389).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

Open Access
File
27 Citations (Scopus)

Analysis of Malware behavior: Type classification using machine learning

Pirscoveanu, R-S., Hansen, S. S., Larsen, T. M. T., Stevanovic, M., Pedersen, J. M. & Czech, A., Aug 2015, International Conference on Cyber Situational Awareness, Data Analytics and Assessment (CyberSA), 2015. IEEE, 7 p. (International Conference on Cyber Situational Awareness, Data Analytics and Assessment Proceedings. (cyberSA)).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Learning systems
Malware
Computer systems
Classifiers
Testing

An analysis of network traffic classification for botnet detection

Stevanovic, M. & Pedersen, J. M., Aug 2015, The proceedings of International Conference on Cyber Situational Awareness, Data Analytics and Assessment (CyberSA), 2015. IEEE Press, 8 p. (International Conference on Cyber Situational Awareness, Data Analytics and Assessment Proceedings. (cyberSA)).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Classifiers
Internet
Network protocols
Botnet
Experiments
10 Citations (Scopus)

A novel methodology towards a trusted environment in mashup web applications

Patel, A., Al-Janabi, S., AlShourbaji, I. & Pedersen, J. M., 2015, In : Computers & Security. 49, p. 107-129

Research output: Contribution to journalJournal articleResearchpeer-review

Data mining
methodology
Risk analysis
Fuzzy sets
Websites
14 Citations (Scopus)

On the ground truth problem of malicious DNS traffic analysis

Stevanovic, M., Pedersen, J. M., D’Alconzo, A., Ruehrup, S. & Berger, A., 2015, In : Computers & Security. 55, p. 142-158

Research output: Contribution to journalJournal articleResearchpeer-review

Labeling
traffic
evaluation
Network architecture
Learning algorithms

Optimizing the Loads of multi-player online game Servers using Markov Chains

Saeed, A., Olsen, R. L. & Pedersen, J. M., 1 Sep 2015, 24th International Conference on Computer Communication and Networks (ICCCN), 2015. IEEE Press, 5 p. (Proceedings of the International Conference on Computer Communications and Networks).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Markov processes
Servers
Resource allocation
Scalability
Quality of service
255 Downloads (Pure)

Overall Plan for Copper-Fiber Infrastructure Switch-over: Why, Where, and When

Jensen, M., Gutierrez Lopez, J. M., Andreasen, M. H. & Pedersen, J. M., Sep 2015, In : Journal of Infrastructure Systems. 21, 3, 14 p., 04014048.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Switches
Copper
Fibers
Digital subscriber lines
Economics
3 Citations (Scopus)

The Colibri Project: Overcoming diversity in blended e-learning activity preparation

Lopez, J. M. G. L., Frick, J., Kirikova, M., Solé-Pareta, J., Pedersen, J. M. & Tran, N., 2015, Proceedings of the 43rd SEFI Annual Conference 2014 : Diversity in engineering education: an opportunity to face the new trends of engineering. Hawwash, K. & Léger, C. (eds.). 43rd ed. SEFI, Brussels,Belgium: SEFI: European Association for Engineering Education, 8 p. 54863

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
electronic learning
innovation
student
learning
business informatics
1009 Downloads (Pure)

Three years of an intensive Programme: Experiences, Observations and Learning Points

Pedersen, J. M., Lopez, J. M. G. L., Kirikova, M., Zabludowski, L. & Comellas, J., 2015, Proceedings of the Seventh International Symposium on Project Approaches in Engineering Education (PAEE' 2015) . Aalborg Universitetsforlag, p. 206-213 (International Symposium on Project Approaches in Engineering Education (PAEE)).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
learning
experience
student
university
internationalization
2 Citations (Scopus)

Vehicle Data Activity Quantification Using Spatio-Temporal GIS on Modelling Smart Cities

Jensen, M., Gutierrez Lopez, J. M. & Pedersen, J. M., 2015, 2015 International Conference on Computing, Networking and Communications (ICNC). Garden Grove, CA, USA: IEEE, p. 303- 307

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Geographic information systems
Communication
Experiments
Smart city
2014
39 Citations (Scopus)
1 Downloads (Pure)

An efficient flow-based botnet detection using supervised machine learning

Stevanovic, M. & Pedersen, J. M., 2014, Computing, Networking and Communications (ICNC), 2014 International Conference on. IEEE Press, p. 797-801 5 p. (International Conference on Computing, Networking and Communications).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Learning systems
Learning algorithms
Botnet
Experiments
655 Downloads (Pure)

A Practical Method for Multilevel Classification and Accounting of Traffic in Computer Networks

Bujlow, T. & Pedersen, J. M., 4 Feb 2014, Aalborg Universitet. 56 p.

Research output: Book/ReportReportResearchpeer-review

Open Access
File
Computer networks
Ethernet
HTTP
Learning algorithms
Learning systems
10 Citations (Scopus)

Bandwidth Analysis of Smart Meter Network Infrastructure

Balachandran, K., Olsen, R. L. & Pedersen, J. M., 16 Feb 2014, Advanced Communication Technology (ICACT). IEEE Press, p. 928-933 (Proceeding & Journal of the International Conference on Advanced Communication Technology).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Smart meters
Bandwidth
Advanced metering infrastructures
Multiplexing equipment
Industry

Is European Broadband Ready for Smart Grid?

Balachandran, K. & Pedersen, J. M., 2014, Image Processing and Communications Challenges 6. Springer, Vol. 313. p. 263-268 5 p. (Advances in Intelligent Systems and Computing, Vol. 313).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

Global system for mobile communications
Telecommunication networks
Availability
Communication
1 Citation (Scopus)
387 Downloads (Pure)

Location Intelligence Application in Digital Data Activity Dimensioning in Smart Cities

Jensen, M., Gutierrez Lopez, J. M. & Pedersen, J. M., 2014, In : Procedia Computer Science. 36, p. 418-424

Research output: Contribution to journalConference article in JournalResearchpeer-review

Open Access
File
Telecommunication networks
Large scale systems
Geographic information systems
Sustainable development
Economics
11 Citations (Scopus)
529 Downloads (Pure)

Network aware dynamic context subscription management

Shawky, A., Olsen, R. L., Pedersen, J. M. & Schwefel, H-P., 2014, In : Computer Networks. 58, p. 239–253

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
3 Citations (Scopus)

Network Structures Constructed on Basis of Chordal Rings 4th Degree

Ledzinski, D., Bujnowski, S., Marciniak, T., Pedersen, J. M. & Gutierrez Lopez, J. M., 2014, Image Processing and Communications Challenges 5. Choras, R. S. (ed.). Springer VS, p. 281-299 (Advances in Intelligent Systems and Computing, Vol. 233).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

1 Citation (Scopus)

QoE loss score value for service migration in context aware environment

Saeed, A., Pedersen, J. M. & Olsen, R. L., 4 Aug 2014, Computer Communication and Networks (ICCCN), 2014 23rd International Conference on. China: IEEE, p. 1-5 5 p. (Proceedings of the International Conference on Computer Communications and Networks).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

1 Citation (Scopus)

Telecommunication Networks

Olsen, R. L., Balachandran, K., Hald, S. L., Gutierrez Lopez, J. M., Pedersen, J. M. & Stevanovic, M., 15 Sep 2014, Studies in Computational Intelligence: Intelligent Monitoring, Control, and Security of Critical Infrastructure Systems. Kyriakides, E. & Polycarpou, M. (eds.). Springer Publishing Company, Vol. 565. p. 67-100 33 p. (Studies in Computational Intelligence).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Critical infrastructures
Telecommunication networks
Traffic control
Water management
Interoperability
1 Citation (Scopus)

The Threat of Digital Hacker Sabotage to Ctritical Infrastructures

Hald, S. L. & Pedersen, J. M., 2014, Image Processing and Communications Challenges 5. Choras, R. S. (ed.). Springer VS, p. 379-390 (Advances in Intelligent Systems and Computing, Vol. 233).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review