Miloš
Savić
position:
associate professor at Chair of
Computer Science, Department
of
Mathematics and Informatics, Faculty
of Sciences, University
of Novi
Sad
contact:
A at B, A = svc,
B = dmi.uns.ac.rs
research
interests: complex
network analysis,
co-authorship networks and collaboration in science, network-based
machine learning techniques, anomaly detection, applications of complex
network analysis in
software and ontology engineering, educational data analysis
[ picture-2013, picture-2020]
publications
[google
scholar, DBLP, ORCID, scopus]:
- journals
- 2023
- M. Savić, V. Kurbalija, M.
Radovanović. Local
intrinsic dimensionality measures for graphs, with applications to
graph embeddings. Information
Systems 119: 102272 [preprint].
- M. Savić, V. Kurbalija, M. Ilić, M.
Ivanović, D. Jakovetić, A. Valachis, S. Autexier, J. Rust, T. Kosmidis.
The
Application of Machine Learning Techniques in Prediction of Quality of
Life Features for Cancer Patients. Computer Science and Information Systems
20(1): 381-404
- 2022
- 2021
- M. Savić, M. Lukić,
D. Danilović, Ž. Bodroški, D. Bajović, I. Mezei, D. Vukobratović, S.
Škrbić, D. Jakovetić. Deep
Learning Anomaly Detection for Cellular IoT With Applications in Smart
Logistics, IEEE
Access 9: 59406-59419 [preprint]
- Z. Geler, M. Savić, B. Bratić,
V. Kurbalija, M. Ivanović, W. Dai. Sentiment
prediction based on analysis of customers assesments in food serving
businesses, Connection
Science 33(3): 674-692 [preprint]
- M. Savić, M.
Ivanović, I. Luković, B. Delibašić, J. Protić, D. Janković. Students'
Preferences in Selection of Computer Science and Informatics Studies -
A Comprehensive Empirical Case Study, Computer Science and Information
Systems 18(1): 251-283 [prepint].
- 2019
- 2018
- 2017
- 2014
-
2011
- book chapters
- proceedings
of
international conferences
- 2022
- D. Knežević, J. Babić, M. Savić, M. Radovanović. Evaluation
of LID-Aware Graph Embedding Methods for Node Clustering. SISAP
2022, Bologna, Italy.
- D. Vukobratovic, M. Lukic, I. Mezei, D. Bajovic, D.
Danilovic, M. Savic, Z.
Bodroski, S. Skrbic, D. Jakovetic. Edge
Machine Learning in 3GPP NB-IoT: Architecture, Applications and
Demonstration. EUSIPCO 2022, Belgrade, Serbia.
- N. Milosevic, D. Jakovetic, S. Skrbic, M. Savic, D. Stamenkovic, J.
Mascolo, D. Masera. BACS:
A comprehensive tool for deep learning-based anomaly detection in
edge-fog-cloud systems. EUSIPCO 2022, Belgrade, Serbia.
- 2021
- M.
Savić, V. Kurbalija, M. Radovanović. Local
Intrinsic Dimensionality and Graphs: Towards LID-aware Graph Embedding
Algorithms. SISAP 2021, online event [preprint,
poster,
video]
- M.
Savić, V. Kurbalija, M. Ilić, M. Ivanović, D. Jakovetić,
A. Valachis, S. Autexier, J. Rust, T. Kosmidis. Analysis
of Machine Learning Models Predicting Quality of Life for Cancer
Patients. MEDES 2021, online event
- K. Lampropoulos, T. Kosmidis, S.
Autexier, M.
Savić, M. Athanatos, M. Kokkonidis, T. Koutsouri, A.
Vizitiu, A. Valachis, MQ. Padron. ASCAPE:
An open AI ecosystem to support the quality of life of cancer patients.
ICHI 2021, Victoria, BC, Canada
- 2020
- 2019
- 2018
- 2017
- M.
Savić, V. Kurbalija, M. Ivanović, Z. Bosnić. A
Feature Selection Method Based on Feature Correlation Networks.
In Proc. of MEDI 2017,
248-261, Barcelona, Spain. [preprint]
- M.
Savić, M. Ivanović, Z. Putnik, K. Tütüncü, Z.
Budimac, S. Smrikarova, A. Smrikarov. Analysis
of ERASMUS Staff and Student Mobility Network within a Big European
Project. In Proc.
of MIPRO
2017, 503-508,
Opatija, Croatia.
- K. Županc, M.
Savić, Z. Bosnić, M. Ivanović. Evaluating
Coherence of Essays using Sentence-similarity Networks. In Proc. of CompSysTech'17,
65-72, Ruse, Bulgaria.
- 2016
- M.
Savić, M. Ivanović, B. Dimić Surla. A community
detection technique for research collaboration networks based on
frequent collaborators cores. In Proc.
of SAC'16,
1090-1095, Pisa, Italy. [preprint]
- M.
Savić, M. Ivanović, M. Radovanović, B. Dimić Surla. Towards
Culture-Sensitive Extensions of CRISs: Gender-Based Researcher
Evaluation. In Proc.
of MEDI'16, 332-345, Almería, Spain. [preprint]
- M.
Savić, M. Ivanović, M. Radovanović, Z. Budimac. Modula-2
versus Java as the first programming language: Evaluation of students'
performance. In Proc.
of CompSysTech'16, 415-422, Palermo, Italy.
- 2015
- M.
Savić, G. Rakić, Z. Budimac. Translation
of Tempura specifications to eCST. In Proc. of SCLIT'15,
AIP Conf. Proc. 1738, 240009, Rhodes, Greece.
- M.
Savić, M. Ivanović, Z. Budimac, M. Radovanović. Do
students’ programming skills depend on programming language?
In Proc. of SCLIT'15,
AIP Conf. Proc. 1738, 240006, Rhodes, Greece.
- M. Ivanović, Z. Budimac, M. Radovanović, M. Savić. Does the
choice of the first programming language influence students' grades?
In Proc. of CompSysTech
2015, 305-312, Dublin, Ireland.
- M. Ivanović, S. Xinogalos, T. Pitner, M. Savić. Different
Aspects of Delivering Programming Courses: Multinational Experiences.
In Proc. of BCI'15,
37:1-37:7, Craiova, Romania.
- 2014
- M.
Savić,
M. Ivanović, M. Radovanović, Z. Ognjanović, A. Pejović and T. Jakšić
Krüger. Exploratory
Analysis of Communities in Co-authorship Networks: A Case Study. ICT
Innovations 2014. Advances in Intelligent Systems and
Computing Volume 311, 2015, pp 55-64. Ohrid, Macedonia. [preprint]
- Lj. Jerinić, M. Ivanović, Z. Putnik, Z.
Budimac, M. Savić.
e-Education in Teaching Programming - Forty Years of Promises? In Proc.
of International Conference on e-Learning’14, 225-233,
Tenerife, Spain.
- 2013
- M. Ivanović, A.
M. Bogdanova, B. Milašinović, M.
Savić
and K. Bothe. TEL
in Teaching and Learning Programming – International
Experience.
In Proc.
of CompSysTech'13, ACM ICPS 767, 313–320, Ruse, Bulgaria.
- G.
Rakić, Z. Budimac and M.
Savić. Language
independent framework for static code analysis.
In Proc.
of BCI'13,
ACM Conf.
Proc. 733, 236–243, Thessaloniki, Greece.
- 2012
- M.
Savić,
G. Rakić, Z. Budimac and M. Ivanović. Extractor
of software networks from enriched concrete syntax trees.
In Proc.
of SCLIT'12, AIP
Conf.
Proc. 1479, 486–489, Kos, Greece.
- M.
Savić,
M. Radovanović and M. Ivanović. Community
detection
and analysis of
community evolution in Apache Ant class collaboration networks.
In Proc
of BCI'12, ACM Conf. Proc.
641, 229–234, Novi Sad, Serbia. [preprint]
- Z. Budimac, G.
Rakić and M.
Savić. SSQSA
architecture.
In Proceedings
of BCI'12, ACM
Conf.
Proc. 641, 287–290, Novi Sad, Serbia.
-
2011
- proceedings
of international
workshops
- 2018
- M. Savić,
M. Ivanović. Analysis of enriched scientific collaboration networks.
Poster presentation at US-Serbia
& West Balkan Data Science
Workshop, Belgrade, Serbia. [poster]
- 2015
- M.
Savić, M. Ivanović. Validation
of Static Program Analysis Tools by Self-Application: A Case Study.
In Proc. of SQAMIA'15,
61–68, Maribor, Slovenia.
- G. Rakić, Z. Budimac, M.
Savić, M.
Ivanović. Towards
the Formalization of Software Measurement by Involving Network Theory. In
Proc. of
SQAMIA'15, 53–59, Maribor, Slovenia.
- 2014
- 2013
- theses
- [PhD, 2015] Extraction and analysis of
complex networks from different domains, Department of
Mathematics and Informatics, Faculty
of Sciences, University of Novi Sad, Serbia.
- [MSc,
2011]
Analysis and modeling of software networks, Department of
Mathematics
and Informatics, Faculty of Sciences, University of Novi Sad, Serbia
(in Serbian).
- [BSc,
2010] Structure
and evolution of complex networks extracted from software
systems, Department of Mathematics and Informatics,
Faculty of
Sciences, University of Novi Sad, Serbia (in Serbian).
Erdős
number: 4 (M. Savić
-- Z. Budimac -- R. Tošić -- H. Joseph Straight -- P. Erdős) |
