Doctoral dissertation
Data science for sociotechnical systems – from computational sociolinguistics to the smart grid
Journal publications
Šćepanović, Sanja, Igor Mishkovski, Pan Hui, Jukka K. Nurminen, and Antti Ylä-Jääski. Mobile phone call data as a regional socio-economic proxy indicator. PloS One 10, no. 4 (2015): e0124160.
Šćepanović, Sanja, Martijn Warnier, and Jukka K. Nurminen. The role of context in residential energy interventions: A meta review. Renewable and Sustainable Energy Reviews , Volume 77, 2017, Pages 1146-1168, ISSN 1364-0321, doi: 10.1016/j.rser.2016.11.044 (2017).
Mishkovski, Igor, Miroslav Mirchev, Sanja Šćepanović, and Ljupco Kocarev. Interplay Between Spreading and Random Walk Processes in Multiplex Networks. IEEE Transactions on Circuits and Systems I: Regular Papers, vol.PP, no.99, pp.1-11, doi: 10.1109/TCSI.2017.2700948 (2017).
Šćepanović, Sanja, Igor Mishkovski, Bruno Gonçalves, Nguyen Trung Hieu, Pan Hui. Semantic homophily in online communication: Evidence from Twitter. Online Social Networks and Media 2C pp. 1-18, Elsevier (2017).
Khan, Kashif Nizam, Sanja Šćepanović, Tapio Niemi, Jukka K. Nurminen, Sebastian Von Alfthan, Olli-Pekka Lehto. Analyzing the Power Consumption Behavior of a Large Scale Data Center. Computer Science Research and Development journal, Springer (2017) (selected for publication from Workshop on Energy-Aware High Performance Computing, EnA-HPC 2017; to appear).
Conference proceedings
Huang, Yilin, Hanna Hasselqvist, Giacommo Poderi, Sanja Šćepanović, Filip Kis, Cristian Bogdan, Martijn Warnier, and Frances Brazier. Youpower: An open source platform for community-oriented smart grid user engagement. In Proceedings of 14th International Conference on Networking, Sensing and Control (ICNSC) (to appear). Calabria, Italy: IEEE, May 2017.
Ruohonen, Jukka, Sanja Šćepanović, Sami Hyrynsalmi, Igor Mishkovski, Tuomas Aura, and Ville Leppänen. A Post-Mortem Empirical Investigation of the Popularity and Distribution of Malware Files in the Contemporary Web-Facing Internet. In Intelligence and Security Informatics Conference (EISIC), 2016 European, pp. 144-147. IEEE, 2016.
Ruohonen, Jukka, Sanja Šćepanović, Sami Hyrynsalmi, Igor Mishkovski, Tuomas Aura, and Ville Leppänen. Correlating file-based malware graphs against the empirical ground truth of DNS graphs. In Proceedings of the 10th European Conference on Software Architecture Workshops, p. 30. ACM, 2016.
Ruohonen, Jukka, Sanja Šćepanović, Sami Hyrynsalmi, Igor Mishkovski, Tuomas Aura, and Ville Leppänen. The Black Mark Beside My Name Server: Exploring the Importance of Name Server IP Addresses in Malware DNS Graphs. In Future Internet of Things and Cloud Workshops (FiCloudW), IEEE International Conference on, pp. 264-269. IEEE, 2016.
Kalliola, Aapo, Tuomas Aura, and Sanja Šćepanović. Denial-of-service mitigation for internet services. In Nordic Conference on Secure IT Systems, pp. 213-228. Springer International Publishing, 2014.
Mishkovski, Igor, Sanja Šćepanović, and Ivan Klandev. Creating Resilience Using Twitter Data. Big Data, Knowledge and Control Systems Engineering (2015): 13.
Conference presentations and posters
Šćepanović, Sanja, Igor Mishkovski, Bruno Gonçalves, Nguyen Trung Hieu, Pan Hui. Semantic homophily in online communication: evidence from Twitter. Third International Conference on Computational Social Science IC2S2 July, 2017, Cologne, Germany.
[poster]
Khan, Kashif Nizam, Sanja Šćepanović, Tapio Niemi, Jukka K. Nurminen, Sebastian Von Alfthan, Olli-Pekka Lehto. Analyzing the Power Consumption Behavior of a Large Scale Data Center. Workshop on Energy-Aware High Performance Computing held in conjunction with ISC-High Performance June 2017, Frankfurt, Germany.
[slides]
Brack, Daniel, Barak Fishbain, Sanja Šćepanović. Mapping and optimizing Big Space Data – an international, interdisciplinary and intercultural perspective on the space related data processes, 67st International Astronautical Congress, September 26-30 2016, Guadalajara, Mexico.
[abstract][IAC paper][slides]
Huang, Yilin, Sanja Šćepanović, Daniele Miorandi, Martijn Warnier and Frances Brazier. Towards smart grid user engagement through social networking, 1st International Conference on Computational Social Science June 2015, Helsinki, Finland.
[asbtract] [poster]
Šćepanović, Sanja, Phan Thanh Trung, Pan Hui, Antti Ylä-Jääski. Information diffusion on Twitter based on user homophily and semantic relatedness. 1st Annual KnowEscape Conference – KnowEscape2013, Helsinki, Finland (ignite talk).
[abstract] [slides]
Sajjad Rizvi, M J Morshed Chowdhury, and Sanja Šćepanović. A3, A secure and energy efficient topology construction protocol for WSN. 15th Nordic Conference on Secure IT Systems, NordSec, October 2010, Espoo, Finland. (2nd place in the poster competition)
[poster]
Book chapters
Fräki J, Hossain MMA, Niemi R, Upreti BR, Šćepanović S. Energy Abundance: Curse or Blessing? In Neuvo Y, Ormala E, Kuikka M, editors, Bit Bang 7: Future of Energy. Helsinki: Aalto University Multidisciplinary Institute of Digitalisation and Energy (MIDE). 2015. p. 175-194. ISBN 978-952-60-1098-4. [whole book]
Cronhjort Y, Giramella K, Hossain A, Zhang R, Šćepanović S. Future of Energy: Powered by Solar. In Neuvo Y, Ormala E, Kuikka M, editors, Bit Bang 7: Future of Energy. Helsinki: Aalto University Multidisciplinary Institute of Digitalisation and Energy (MIDE). 2015. p. 71-92. ISBN 978-952-60-1098-4. [whole book]
Asatiani A, Elischka S, Mökkönen H, Šćepanović S, Suvilehto J. Transparent media driving spaceship earth. In Neuvo Y, Ormala E, Kuikka M, editors, Bit Bang 6: Future of Media. Helsinki: Aalto University Multidisciplinary Institute of Digitalisation and Energy. 2014. p. 73-105. ISBN 978-952-60-1088-5. [whole book]
Mikkonen T, Perälä R, Šćepanović S, Ventura E, Carpio Vega LFD, Snellman K. Crowds and their disruptive influence on the development of journalism. In Neuvo Y, Ormala E, Kuikka M, editors, Bit Bang 6. The Future of Media. Helsinki: Aalto University Multidisciplinary Institute of Digitalisation and Energy. 2014. p. 73-105. ISBN 978-952-60-1088-5. [whole book]