Milos Savic

According to our database, Milos Savic authored at least 52 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Cost-sensitive tree SHAP for explaining cost-sensitive tree-based models.

Marija Kopanja, Stefan Hacko, Sanja Brdar, Milos Savic

Comput. Intell., June, 2024

Hub-aware random walk graph embedding methods for classification.

Aleksandar Tomcic, Milos Savic, Milos Radovanovic

Stat. Anal. Data Min., April, 2024

Optimized Federated Learning Through Watts-Strogatz Network Priors.

Mihailo Ilic, Milos Savic, Mirjana Ivanovic

Proceedings of the Eleventh Workshop on Software Quality Analysis, 2024

Machine Learning Optimizations of BioMeld-Voxelyze Simulator.

Jela Babic, Dusica Knezevic, Milos Savic, Vladimir Kurbalija, Igor Balaz

Proceedings of the Eleventh Workshop on Software Quality Analysis, 2024

2023

Local intrinsic dimensionality measures for graphs, with applications to graph embeddings.

Milos Savic, Vladimir Kurbalija, Milos Radovanovic

Inf. Syst., October, 2023

The application of machine learning techniques in prediction of quality of life features for cancer patients.

Milos Savic, Vladimir Kurbalija, Mihailo Ilic, Mirjana Ivanovic, Dusan Jakovetic, Antonios Valachis, Serge Autexier, Johannes Rust, Thanos Kosmidis

Comput. Sci. Inf. Syst., 2023

2022

Tax evasion risk management using a Hybrid Unsupervised Outlier Detection method.

Milos Savic, Jasna Atanasijevic, Dusan Jakovetic, Natasa Krejic

Expert Syst. Appl., 2022

Evaluation of LID-Aware Graph Embedding Methods for Node Clustering.

Dusica Knezevic, Jela Babic, Milos Savic, Milos Radovanovic

Proceedings of the Similarity Search and Applications - 15th International Conference, 2022

Edge Machine Learning in 3GPP NB-IoT: Architecture, Applications and Demonstration.

Dejan Vukobratovic, Milan Lukic, Ivan Mezei, Dragana Bajovic, Dragan Danilovic, Milos Savic, Zarko Bodroski, Srdjan Skrbic, Dusan Jakovetic

Proceedings of the 30th European Signal Processing Conference, 2022

BACS: A comprehensive tool for deep learning-based anomaly detection in edge-fog-cloud systems.

Nemanja Milosevic, Dusan Jakovetic, Srdjan Skrbic, Milos Savic, Dusan Stamenkovic, Julien-Etienne Mascolo, Davide Masera

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Sentiment prediction based on analysis of customers assessments in food serving businesses.

Zoltan Geler, Milos Savic, Brankica Bratic, Vladimir Kurbalija, Mirjana Ivanovic, Weihui Dai

Connect. Sci., 2021

Students' preferences in selection of computer science and informatics studies: A comprehensive empirical case studyStudents' preferences in selection of computer science and informatics studies: A comprehensive empirical case study.

Milos Savic, Mirjana Ivanovic, Ivan Lukovic, Boris Delibasic, Jelica Protic, Dragan Jankovic

Comput. Sci. Inf. Syst., 2021

Deep Learning Anomaly Detection for Cellular IoT With Applications in Smart Logistics.

Milos Savic, Milan Lukic, Dragan Danilovic, Zarko Bodroski, Dragana Bajovic, Ivan Mezei, Dejan Vukobratovic, Srdjan Skrbic, Dusan Jakovetic

IEEE Access, 2021

Local Intrinsic Dimensionality and Graphs: Towards LID-aware Graph Embedding Algorithms.

Milos Savic, Vladimir Kurbalija, Milos Radovanovic

Proceedings of the Similarity Search and Applications - 14th International Conference, 2021

Analysis of Machine Learning Models Predicting Quality of Life for Cancer Patients.

Milos Savic, Vladimir Kurbalija, Mihailo Ilic, Mirjana Ivanovic, Dusan Jakovetic, Antonios Valachis, Serge Autexier, Johannes Rust, Thanos Kosmidis

Proceedings of the MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems, Virtual Event, Tunisia, November 1, 2021

ASCAPE: An open AI ecosystem to support the quality of life of cancer patients.

Konstantinos Lampropoulos, Thanos Kosmidis, Serge Autexier, Milos Savic, Manos Athanatos, Miltiadis Kokkonidis, Tzortzia Koutsouri, Anamaria Vizitiu, Antonios Valachis, Miriam Quintero Padron

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

2020

First Programming Language in Introductory Programming Courses, Role of.

Stelios Xinogalos, Tomás Pitner, Milos Savic, Mirjana Ivanovic

Proceedings of the Encyclopedia of Education and Information Technologies, 2020

Technology-Enhanced Learning in Programming Courses, Role of.

Stelios Xinogalos, Mirjana Ivanovic, Milos Savic, Tomás Pitner

Proceedings of the Encyclopedia of Education and Information Technologies, 2020

An Effective Approach to Outlier Detection Based on Centrality and Centre-Proximity.

Duck-Ho Bae, Seo Jeong, Jiwon Hong, Minsoo Lee, Mirjana Ivanovic, Milos Savic, Sang-Wook Kim

Informatica, 2020

Analysis of scientific fields using journal citation networks: An empirical study.

Dusica Knezevic, Milos Savic

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

2019

Complex Networks in Software, Knowledge, and Social Systems

Milos Savic, Mirjana Ivanovic, Lakhmi C. Jain

Intelligent Systems Reference Library 148, Springer, ISBN: 978-3-319-91196-0, 2019

Editorial.

Mirjana Ivanovic, Yannis Manolopoulos, Milos Savic

Int. J. Artif. Intell. Tools, 2019

Feature selection based on community detection in feature correlation networks.

Milos Savic, Vladimir Kurbalija, Zoran Bosnic, Mirjana Ivanovic

Computing, 2019

Employing community question answering for online discussions in university courses: Students' perspective.

Ivan Srba, Milos Savic, Mária Bieliková, Mirjana Ivanovic, Cesare Pautasso

Comput. Educ., 2019

Female Students' Attitude Towards Studying Informatics and Expectations for Future Career - Balkan Case.

Nevena Rankovic, Elinda Kajo Mece, Mirjana Ivanovic, Asya Stoyanova-Doycheva, Milos Savic, Dragica Rankovic

Proceedings of the 9th Balkan Conference on Informatics, 2019

2018

Gender-Based Analysis of Intra-Institutional Research Productivity and Collaboration.

Milos Savic, Mirjana Ivanovic, Milos Radovanovic, Bojana Dimic Surla

Fundam. Informaticae, 2018

Students' perspective on the first programming language: C-like or Pascal-like languages?

Stelios Xinogalos, Tomás Pitner, Mirjana Ivanovic, Milos Savic

Educ. Inf. Technol., 2018

Analysis of Annotated Social and Information Networks: Methods and Applications.

Milos Savic

Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

2017

Analysis of intra-institutional research collaboration: a case of a Serbian faculty of sciences.

Milos Savic, Mirjana Ivanovic, Bojana Dimic Surla

Scientometrics, 2017

Technology enhanced learning in programming courses - international perspective.

Mirjana Ivanovic, Stelios Xinogalos, Tomás Pitner, Milos Savic

Educ. Inf. Technol., 2017

Analysis of high structural class coupling in object-oriented software systems.

Milos Savic, Mirjana Ivanovic, Milos Radovanovic

Computing, 2017

Analysis of ERASMUS staff and student mobility network within a big European project.

Milos Savic, Mirjana Ivanovic, Zoran Putnik, Kemal Tütüncü, Zoran Budimac, Stoyanka Smrikarova, Angel Smrikarov

Proceedings of the 40th International Convention on Information and Communication Technology, 2017

A Feature Selection Method Based on Feature Correlation Networks.

Milos Savic, Vladimir Kurbalija, Mirjana Ivanovic, Zoran Bosnic

Proceedings of the Model and Data Engineering - 7th International Conference, 2017

Evaluating Coherence of Essays using Sentence-similarity Networks.

Kaja Zupanc, Milos Savic, Zoran Bosnic, Mirjana Ivanovic

Proceedings of the 18th International Conference on Computer Systems and Technologies, 2017

2016

A community detection technique for research collaboration networks based on frequent collaborators cores.

Milos Savic, Mirjana Ivanovic, Bojana Dimic Surla

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Towards Culture-Sensitive Extensions of CRISs: Gender-Based Researcher Evaluation.

Milos Savic, Mirjana Ivanovic, Milos Radovanovic, Bojana Dimic Surla

Proceedings of the Model and Data Engineering - 6th International Conference, 2016

Modula-2 versus Java as the first programming language: Evaluation of students' performance.

Milos Savic, Mirjana Ivanovic, Milos Radovanovic, Zoran Budimac

Proceedings of the 17th International Conference on Computer Systems and Technologies, 2016

2015

Validation of Static Program Analysis Tools by Self-Application: A Case Study.

Milos Savic, Mirjana Ivanovic

Proceedings of the 4th Workshop on Software Quality Analysis, 2015

Towards the Formalization of Software Measurement by Involving Network Theory.

Gordana Rakic, Zoran Budimac, Milos Savic, Mirjana Ivanovic

Proceedings of the 4th Workshop on Software Quality Analysis, 2015

Does the choice of the first programming language influence students' grades?

Mirjana Ivanovic, Zoran Budimac, Milos Radovanovic, Milos Savic

Proceedings of the 16th International Conference on Computer Systems and Technologies, 2015

Different Aspects of Delivering Programming Courses: Multinational Experiences.

Mirjana Ivanovic, Stelios Xinogalos, Tomás Pitner, Milos Savic

Proceedings of the 7th Balkan Conference on Informatics Conference, 2015

2014

The structure and evolution of scientific collaboration in Serbian mathematical journals.

Milos Savic, Mirjana Ivanovic, Milos Radovanovic, Zoran Ognjanovic, Aleksandar Pejovic, Tatjana Jaksic Krüger

Scientometrics, 2014

A language-independent approach to the extraction of dependencies between source code entities.

Milos Savic, Gordana Rakic, Zoran Budimac, Mirjana Ivanovic

Inf. Softw. Technol., 2014

Graph Clustering Evaluation Metrics as Software Metrics.

Milos Savic, Mirjana Ivanovic

Proceedings of the 3rd Workshop on Software Quality Analysis, 2014

Exploratory Analysis of Communities in Co-authorship Networks: A Case Study.

Milos Savic, Mirjana Ivanovic, Milos Radovanovic, Zoran Ognjanovic, Aleksandar Pejovic, Tatjana Jaksic Krüger

Proceedings of the ICT Innovations 2014, 2014

2013

SSQSA Ontology Metrics Front-End.

Milos Savic, Zoran Budimac, Gordana Rakic, Mirjana Ivanovic, Marjan Hericko

Proceedings of the 2nd Workshop on Software Quality Analysis, 2013

Two-dimensional Extensibility of SSQSA Framework.

Jozef Kolek, Gordana Rakic, Milos Savic

Proceedings of the 2nd Workshop on Software Quality Analysis, 2013

TEL in teaching and learning programming: international experience.

Mirjana Ivanovic, Ana Madevska Bogdanova, Boris Milasinovic, Milos Savic, Klaus Bothe

Proceedings of the Computer Systems and Technologies, 2013

Language independent framework for static code analysis.

Gordana Rakic, Zoran Budimac, Milos Savic

Proceedings of the Balkan Conference in Informatics, 2013

2012

Community detection and analysis of community evolution in Apache Ant class collaboration networks.

Milos Savic, Milos Radovanovic, Mirjana Ivanovic

Proceedings of the Balkan Conference in Informatics, 2012, 2012

SSQSA architecture.

Zoran Budimac, Gordana Rakic, Milos Savic

Proceedings of the Balkan Conference in Informatics, 2012, 2012

2011

Characteristics of Class Collaboration Networks in Large Java Software Projects.

Milos Savic, Mirjana Ivanovic, Milos Radovanovic

Inf. Technol. Control., 2011