Book

Book Chapters

  • Janev, V., Semantic Intelligence in Big Data Applications, In Sarika Jain, San Murugesan (Eds.) The Smarter Web - Technologies and Applications Shaping the Future. Springer Nature Switzerland AG

  • download Valentina Janev, Sanja Vraneš (2019). Implementation of Gender Equality Policies in Research and Development Organizations: Case Study from Serbia. In D. Vujadinović i Z. Antonijević (Eds.)  Gender Equality in Academia: Concepts, Practices and Challenges.  Akademska knjiga, Novi Sad, Serbia, 2019. ISBN 9788662632791
  • download Valentina Janev (2019).  Open data: Challenges and Opportunities for Serbia. In I. Janev (Ed) Serbia: Current Political, Economic and Social Issues and Challenges. Nova Science Publishers, ISBN: 978-1-53615-060-5 (eBook), pp. 165-184. 

 

Journal Papers

PUPIN download Vuk Mijovic, Nikola Tomasevic, Valentina Janev, Mladen Stanojevic, Sanja Vraneš (2019). Emergency Management In Critical Infrastructures: A Complex-Event-Processing Paradigm, Journal of Systems Science and Systems Engineering, Springer Berlin Heidelberg, February 2019, Volume 28, Issue 1, pp 37–62. https://doi.org/10.1007/s11518-018-5393-5
PUPIN Nikola Tomasević, Nikola Gvozdenović, Sanja Vraneš, An overview and comparison of supervised data mining techniques for student exam performance prediction, Computers and Education Volume 143, January 2020, 103676 https://doi.org/10.1016/j.compedu.2019.103676
PUPIN Lackshen, G., Janev, V., Vraneš, S. (2020) Arabic Linked Drug Dataset Consolidating and Publishing, Computer Science and Information Systems 00(0):0000–0000
UBO download   Musyafa, F., Vidal, M, Orlandi, F, Lehmann, J. and Jabeen, H, H Jabeen (2020) IOTA: Interlinking of Heterogeneous Multilingual Open Fiscal DaTA. Expert Systems With Applications

 

Conference Papers

All download Valentina Janev, Dejan Paunović, Damien Graux, Hajira Jabeen, Emanuel Sallinger, Sahar Vahdati, “Big Data Analytics: Lectures from the LAMBDA Network”, eLearning Conference, Belgrade Metropolitan University, 2019 eLearning 2019
PUPIN, UBO (download) Marko Jelić, Dea Pujić,  Dejan Paunovic and Hajira Jabeen  (2019) A State-of-the-Art Review on Big Data Technologies. In Konjović, Z., Zdravković, M., Trajanović, M. (Eds.) Proc. of 9th International Conference on Information Society Technology, Kopaonik, Serbia, March 10 – March 13, 2019. Information Society Serbia, pp. 130-134. Repository: http://www.eventiotic.com/eventiotic/library/paper/495 ICIST 2019
PUPIN download Guma Lakshen, Sanja Vraneš and Valentina Janev (2019) Linking Open Drug Data: Lessons Learned. In K. Saeed et al. (Eds.): CISIM 2019, LNCS 11703, pp. 164–176, 2019. Springer International Publishing. https://doi.org/10.1007/978-3-030-28957-7 CISIM 2019
All (download) V.Janev, J. Lehmann, E. Sallinger, S. Vahdati, D. Graux, and H. Jabeen (2019) LAMBDA: Learning, Applying, Multiplying Big DataAnalytics, ESWC Proceedings, 2019 ESWC 2019
PUPIN

(download) (PPT) Guma Lakshen, Sanja Vraneš and Valentina Janev (2019) Quality Issues of Open Big Data Ecosystems: Toward Solution Development. In Konjović, Z., Zdravković, M., Trajanović, M. (Eds.) Proc. of 9th International Conference on Information Society Technology, Kopaonik, Serbia, March 10 – March 13, 2019. Information Society Serbia, pp. 165-170. Repository: http://www.eventiotic.com/eventiotic/library/paper/47

ICIST 2019
PUPIN (download) Guma Lakshen, Sanja Vraneš and Valentina Janev (2019) Linking Open Drug Data: the Arabic dataset. In Konjović, Z., Zdravković, M., Trajanović, M. (Eds.) Proc. of 9th International Conference on Information Society Technology, Kopaonik, Serbia, March 10 – March 13, 2019. Information Society Serbia, pp. 22-26. Repository:  http://www.eventiotic.com/eventiotic/library/paper/492 ICIST 2019
PUPIN Lazar Berbakov, Marko Batić and Nikola Tomašević (2019)  Mobile application for energy management in smart buildings. In Konjović, Z., Zdravković, M., Trajanović, M. (Eds.) Proc. of 9th International Conference on Information Society Technology (Vol. 2), Kopaonik, Serbia, March 10 – March 13, 2019. Information Society Serbia, pp. 240-243. Repository:  http://www.eventiotic.com/eventiotic/library/paper/493 ICIST 2019
PUPIN Lazar Berbakov, Marko Batić and Nikola Tomašević, "Smart Energy Manager for Energy Efficient Buildings," IEEE EUROCON 2019 -18th International Conference on Smart Technologies, Novi Sad, Serbia, 2019, pp. 1-4, doi: 10.1109/EUROCON.2019.8861616. EUROCON.2019
PUPIN download Dea Pujić, Marko Jelić, Marko Batić, Nikola Tomašević  Energy user benchmarking using clustering approach. Proc. of 10th International Conference on Information Society Technology, Kopaonik, Serbia, March 8 – March 11, 2020. Information Society Serbia ICIST 2019
PUPIN download Marko Jelić, Dea Pujić, Marko Batić Correlation between IoT sensor measurements and total electricity consumption in smart homes. Proc. of 10th International Conference on Information Society Technology, Kopaonik, Serbia, March 8 – March 11, 2020. Information Society Serbia ICIST 2019
PUPIN download Dusan Popadić, Lazar Berbakov, Marko Jelić, Marko Batić. Ontology Enabled IoT System for Smart Buildings. Proc. of 10th International Conference on Information Society Technology, Kopaonik, Serbia, March 8 – March 11, 2020. Information Society Serbia ICIST 2019
PUPIN download Dea Pujić, Marko Jelić, Nikola Tomasević. Comparison between different ML approaches for PV and STC production forecasting using real-world data. Proc. of 10th International Conference on Information Society Technology, Kopaonik, Serbia, March 8 – March 11, 2020. Information Society Serbia ICIST 2019
PUPIN download Valentina Janev, Goran Jakupović (2020) "Electricity Balancing: Challenges and Perspectives," 2020 28th Telecommunications Forum (TELFOR), Belgrade, Serbia, 2020, pp. 1-4, doi: 10.1109/TELFOR51502.2020.9306549. IEEE TELFOR 2020
PUPIN, UOXF download Valentina Janev, Dejan Paunović, Emanuel Sallinger, Damien Graux, LAMBDA Learning and Consulting Platform, Proc. of 11th Int. Conference on eLearning, 24 - 25 September 2020, Belgrade, Serbia, Belgrade Metropolitan University, 2020 eLearning 2020
UBO / IAIS download Mojtaba Nayyeri, Sahar Vahdati, Xiaotian Zhou, Hamed Shariat Yazdi, and Jens Lehmann (2020) Embedding-Based Recommendations on Scholarly Knowledge Graphs. In A. Harth et al. (Eds.): ESWC 2020, LNCS 12123, pp. 255–270, 2020. https://doi.org/10.1007/978-3-030-49461-2_15 ESWC 2020
UBO / IAIS download  F Musyafa, J Lehmann and Hajira Jabeen (2020) Cross Administration Comparative Analysis of Open Fiscal Data. International Conference on Theory and Practice of Electronic Governance, 2020 ICEGOV 2020
UBO / IAIS link Ariam Rivas, Irlán Grangel-González, Diego Collarana, Jens Lehmann,Maria-Esther Vidal (2020) Unveiling Relations in the Industry 4.0 StandardsLandscape based on Knowledge Graph Embeddings, DEXA 2020. DEXA 2020
UBO / IAIS download  H Jabeen, E Hazeiv, G Sejdiu and J Lehmann (2020) DISE: A Distributed in-Memory SPARQL Processing Engine over Tensor Data. IEEE International Conference on Semantic Computing, 2020 IEEE ICSC 2020
UBO / IAIS download  F Maqbool, S Razzaq, J Lehmann, H Jabeen (2019) Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA). International Conference on Intelligent Computing, 2019 ICIC 2019
UBO / IAIS download  H Jabeen, N Tahara, J Lehmann (2019) EvoChef: Show Me What to Cook! Artificial Evolution of Culinary Arts. International Conference on Computational Intelligence in Music, Sound, Art, 2019

 

UBO / IAIS S Fathalla, S Vahdati, C Lange, S Auer, “SEO: A scientific events data model”. In International semantic web conference (pp. 79-95). Springer, Cham, October 2019. ISWC 2019
UBO / IAIS M Ali, S Vahdati, S Singh, S Dasgupta, J  Lehmann, “Improving Access to Science for Social Good”. Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2019.

ECML-PKDD

UBO / IAIS A Rivas, I Grangel-González, D Collarana, J Lehmann, ME Vidal, “Unveiling Relations in the Industry 4.0 Standards Landscape based on Knowledge Graph Embeddings”. arXiv preprint arXiv:2006.04556.  June 2020.  
UBO / IAIS M Tasnim, D Collarana, D Graux, M Galkin, ME Vidal, “COMET: A Contextualized Molecule-Based Matching Technique”. In International Conference on Database and Expert Systems Applications, pp. 175-185. Springer, Cham,  26th August 2019. DEXA 2019
UBO / IAIS AM Bajwa, D Collarana, ME Vidal, “Interaction Network Analysis Using Semantic Similarity Based on Translation Embeddings”. In International Conference on Semantic Systems, pp. 249-255, Springer, Cham, 9 September 2019. ICSS 2019
UBO / IAIS H Thakkar, R Angles, M Rodriguez, S Mallette, J Lehmann, “Let's build Bridges, not Walls: SPARQL Querying of TinkerPop Graph Databases with Sparql-Gremlin”. In IEEE 14th International Conference on Semantic Computing (ICSC), pp. 408-415. IEEE, 3rd February 2020. ICSC 2020
UOXF

Gerald Berger, Georg Gottlob, Andreas Pieris, Emanuel Sallinger, “The Space-Efficient Core of Vadalog”. Proceedings of the 38th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, pp. 270-284, 2019.

ACM SIGMOD 2019
UOXF Georg Gottlob, Andreas Pieris, Emanuel Sallinger: “Vadalog: Recent Advances and Applications”. European Conference on Logics in Artificial Intelligence (JELIA). Springer, Cham, pp. 21-37, 2019. JELIA 2019
UOXF Luigi Bellomarini, Daniele Fakhoury, Georg Gottlob, Emanuel Sallinger, “Knowledge Graphs and Enterprise AI: The Promise of an Enabling Technology”. IEEE 35th International Conference on Data Engineering (ICDE), pp. 26-37, 2019. ICDE 2019
UOXF J Clearman, R Ruslan, Fayzrakhmanov, G Gottlob, Y Nenov, S Reissfelder, E Sallinger, and E Sherkhonov, "Feature Engineering and Explainability with Vadalog: A Recommender Systems Application." In Datalog, pp. 39-43. 2019. Datalog 2019
UOXF L Bellomarini, G Gottlob, and El Sallinger. "Datalog-based Reasoning for Knowledge Graphs". In AMW. 2019. AMW 2019
UOXF P Atzeni, Li Bellomarini, M Iezzi, E Sallinger, A Vlad, “Weaving Enterprise Knowledge Graphs: The Case of Company Ownership Graphs”. EDBT 2020, pp. 555-566, 2020. EDBT 2020
PUPIN Valentina Janev, Dušan Popadić, Dea Pujić, Maria-Ester Vidal, Kemele Endris, Reuse of Semantic Models for Emerging Smart Grids Applications, ICIST 2021, Kopaonik 7-10.3.2021 ICIST 2021
PUPIN Valentina Janev, Maria-Ester Vidal, Kemele Endris, Dea Pujić, Managing Knowledge in Energy Data Spaces, BiDAW'21, WWW ’21 Companion, April 19–23, 2021, Ljubljana, Slovenia WWW 2021

 

Journal / Conference Papers - publications related to other PUPIN projects

PUPIN - related publications Gordana Gardašević,  Lazar Berbakov, Aleksandar Mastilović (2020). Cybersecurity of Industrial Internet of Things, Chapter 3 in book  Cyber Security of Industrial Control Systems in the Future Internet Environment, Published: February 2020. IGI-Global, DOI: 10.4018/978-1-7998-2910-2 IGI-Global
PUPIN - related publications Lazar Berbakov, Goran Dimić, Marko Beko, Jelena Vasiljević, Željko Stojković, Collaborative Data Transmission in Wireless Sensor Networks, in IEEE Access Journal, Volume 8, Issue 1, 2020, pp. 39647 - 39658. https://ieeexplore.ieee.org/document/9007355 IEEE Access
PUPIN - related publications Lazar Berbakov, Nikola Tomašević, Marko Batić (2019) Architecture and implementation of IoT system for energy-efficient living. In Proc. 26th Telecommunications Forum (TELFOR 2018, 20-21.11.2018), Belgrade, Serbia. IEEE. TELFOR 2018
PUPIN - related publications Marko Jelić et all (2020)  Towards Self-Sustainable Island Grids through Optimal Utilization of Renewable Energy Potential and Community Engagement. Energies 2020, 13, 3386. https://www.mdpi.com/1996-1073/13/13/3386 Energies
PUPIN - related publications Dea Pujić, Nikola Tomašević, Marko Batić (2019) Semi-supervised Approach for Improving Generalization in Non-Intrusive Load Monitoring (submitted)  
PUPIN - related publications Lazar Berbakov, Čarna Jovanović, Marina Svetel, Jelena Vasiljević, Goran Dimić, and Nenad Radulović, Quantitative Assessment of Head Tremor in Patients with Essential Tremor and Cervical Dystonia by Using Inertial Sensors, in Sensors Journal, Volume 19, Issue 19, 2019. pp.1-16. https://www.mdpi.com/1424-8220/19/19/4246 Sensors