Personal information

Activities

Employment (1)

Singidunum University: Belgrade, RS

Employment
Source: Self-asserted source
Miloš Dobrojević

Education and qualifications (1)

University of Belgrade: Belgrade, RS

PhD (Faculty of Mechanical Engineering)
Education
Source: Self-asserted source
Miloš Dobrojević

Works (36)

Marine Vessel Trajectory Forecasting Using Long Short-Term Memory Neural Networks Optimized via Modified Metaheuristic Algorithm

2024 | Book chapter
Contributors: Ana Toskovic; Aleksandar Petrovic; Luka Jovanovic; Nebojsa Bacanin; Miodrag Zivkovic; Milos Dobrojevic
Source: check_circle
Crossref

Online harassment detection on online data science platforms optimized by metaheuristic

2024 | Book chapter
Contributors: Nebojsa Bacanin; Milos Kabiljo; Lepa Babic; Vuk Gajic; Jelena Kaljevic; Milos Dobrojevic
Source: check_circle
Crossref

Signals Intelligence Based Drone Detection Using YOLOv8 Models

2024 | Book chapter
Contributors: Mihajlo Protic; Luka Jovanovic; Milos Dobrojevic; Miroslav Cajic; Miodrag Zivkovic; Hothefa Shaker; Nebojsa Bacanin
Source: check_circle
Crossref

XGBoost Tuned by Hybridized SCA Metaheuristics for Intrusion Detection in Healthcare 4.0 IoT Systems

2024 | Book chapter
Contributors: Miodrag Zivkovic; Luka Jovanovic; Nebojsa Bacanin; Aleksandar Petrovic; Nikola Savanovic; Milos Dobrojevic
Source: check_circle
Crossref

Respiratory Condition Detection Using Audio Analysis and Convolutional Neural Networks Optimized by Modified Metaheuristics

Axioms
2024-05-18 | Journal article
Contributors: Nebojsa Bacanin; Luka Jovanovic; Ruxandra Stoean; Catalin Stoean; Miodrag Zivkovic; Milos Antonijevic; Milos Dobrojevic
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Cloud-load forecasting via decomposition-aided attention recurrent neural network tuned by modified particle swarm optimization

Complex and Intelligent Systems
2023 | Journal article
EID:

2-s2.0-85175619983

Part of ISSN: 21986053 21994536
Contributors: Predić, B.; Jovanovic, L.; Simic, V.; Bacanin, N.; Zivkovic, M.; Spalevic, P.; Budimirovic, N.; Dobrojevic, M.
Source: Self-asserted source
Miloš Dobrojević via Scopus - Elsevier

Optimized recurrent neural networks with attention for wind farm energy generation forecasting

2023 International Conference on Advanced Technologies, Systems and Services in Telecommunications, TELSIKS 2023
2023 | Conference paper
EID:

2-s2.0-85179623713

Contributors: Zivkovic, M.; Jovanovic, L.; Pavlov, M.; Bacanin, N.; Dobrojevic, M.; Salb, M.
Source: Self-asserted source
Miloš Dobrojević via Scopus - Elsevier

Performance analysis of WSN–FSO system modeled by Gamma–Chi-square channel distribution

Proceedings of the Estonian Academy of Sciences
2023 | Journal article
EID:

2-s2.0-85150174089

Part of ISSN: 17367530 17366046
Contributors: Todorović, J.; Jakšić, B.; Spalević, P.; Dobrojević, M.; Milovanović, I.
Source: Self-asserted source
Miloš Dobrojević via Scopus - Elsevier

Tackling IoT Security Challenge by Metaheuristics Tuned Extreme Learning Machine

2023 | Book chapter
Contributors: Luka Jovanovic; Masa Gajevic; Milos Dobrojevic; Nebojsa Budimirovic; Nebojsa Bacanin; Miodrag Zivkovic
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data

Sensors
2023-12-17 | Journal article
Contributors: Ana Minic; Luka Jovanovic; Nebojsa Bacanin; Catalin Stoean; Miodrag Zivkovic; Petar Spalevic; Aleksandar Petrovic; Milos Dobrojevic; Ruxandra Stoean
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Gold Prices Forecasting Using Recurrent Neural Network with Attention Tuned by Metaheuristics

2023-07-29 | Conference paper
Contributors: Andjela Jovanovic; Tea Dogandzic; Milos Dobrojevic; Marko Sarac; Nebojsa Bacanin; Miodrag Zivkovic
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach

PeerJ Computer Science
2023-06-30 | Journal article
Part of ISSN: 2376-5992
Contributors: Milos Dobrojevic; Miodrag Zivkovic; Amit Chhabra; Nor Samsiah Sani; Nebojsa Bacanin; Maifuza Mohd Amin
Source: Self-asserted source
Miloš Dobrojević

Prototype of Autonomous Water Management System in Mountainous Homestead

Proceedings of the International Scientific Conference - Sinteza 2022
2022-04-16 | Conference paper
Source: Self-asserted source
Miloš Dobrojević

IoT as a Backbone of Intelligent Homestead Automation

Electronics
2022-03 | Journal article | Author
Contributors: Miloš Dobrojević; Nebojsa Bacanin
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Prototip sistema za rano upozoravanje na bujične poplave u brdsko-planinskim predelima zasnovan na internetu stvari

Bezbednost, Beograd
2021 | Journal article
Source: Self-asserted source
Miloš Dobrojević

European Green Deal: Serbian Path towards Renewable Energy

7th Virtual International Conference on Science, Technology and Management in Energy
2021-12-16 | Conference paper
Source: Self-asserted source
Miloš Dobrojević

IoT based early warning system for torrential floods

FME Transactions
2020 | Journal article
Source: Self-asserted source
Miloš Dobrojević
grade
Preferred source (of 2)‎

Prototype of a Micro Monitoring Station With Remote Torrential Flood Alerts

Sinteza 2020 - International Scientific Conference on Information Technology and Data Related Research
2020 | Conference paper
Source: Self-asserted source
Miloš Dobrojević

Obrazovanje 4.0: U korak sa industrijskom revolucijom

ZBORNIK RADOVA UNIVERZITETA SINERGIJA
2020-03-03 | Journal article
Part of ISSN: 2490-3825
Source: Self-asserted source
Miloš Dobrojević

Financial Transaction Monitoring Software Tool in the University Business Environment

Proceedings of the 6th International Scientific Conference - FINIZ 2019
2019 | Conference paper
Source: Self-asserted source
Miloš Dobrojević

Privatization of Banks in Serbia and New Generation Banking Products

Proceedings of the 6th International Scientific Conference - FINIZ 2019
2019 | Conference paper
Source: Self-asserted source
Miloš Dobrojević
grade
Preferred source (of 2)‎

Unapređenje procesa upravljanja voznim parkom komunalnih preduzeća primenom web baziranih informacionih sistema

ZBORNIK RADOVA UNIVERZITETA SINERGIJA
2019-05-14 | Journal article
Part of ISSN: 2490-3825
Source: Self-asserted source
Miloš Dobrojević
grade
Preferred source (of 2)‎

Optimizacija upravljanja flotom primenom GPS i veb tehnologija

ZBORNIK RADOVA UNIVERZITETA SINERGIJA
2019-04-18 | Journal article
Part of ISSN: 2490-3825
Source: Self-asserted source
Miloš Dobrojević

Unapređenje performansi eCommerce sistema zasnovanog na "Oxid eSales" frejmvorku

ZBORNIK RADOVA UNIVERZITETA SINERGIJA
2019-04-18 | Journal article
Part of ISSN: 2490-3825
Source: Self-asserted source
Miloš Dobrojević

Acceleration of Web Content and Page Structure Management Using Shortcode

Proceedings of the International Scientific Conference - Sinteza 2018
2018 | Conference paper
Source: Self-asserted source
Miloš Dobrojević
grade
Preferred source (of 2)‎

Importance of usage of ERP software and data mining techniques for crime prevention in fleet management

Bezbednost, Beograd
2018 | Journal article
Source: Self-asserted source
Miloš Dobrojević

Cost-effective e-government solution for the Municipalities in Bosnia and Herzegovina

2016-09 | Conference paper
Source: Self-asserted source
Miloš Dobrojević

Internet application for project management in industrial systems,Internet aplikacija za upravljanje projektima u industrijskim sistemima

Journal of Applied Engineering Science
2010 | Journal article
EID:

2-s2.0-84857907774

Part of ISSN: 18213197 14514117
Contributors: Dobrojević, M.; Rakin, M.; Medo, B.; Omić, S.; Sedmak, A.
Source: Self-asserted source
Miloš Dobrojević via Scopus - Elsevier

Project Management Software for Distributed Industrial Companies

Innovations in Computing Sciences and Software Engineering
2010 | Book chapter
Part of ISBN: 9789048191116
Part of ISBN: 9789048191123
Source: Self-asserted source
Miloš Dobrojević
grade
Preferred source (of 3)‎

Internet application for project management in industrial systems

Journal of Applied Engineering Science
2010-01 | Journal article
URI:

http://www.engineeringscience.rs/article/2010/Volume_8_2/Volume_8_article_175

Source: Self-asserted source
Miloš Dobrojević

Ductile crack growth initiation in welded joints - Micromechanical approach

Welding in the World
2008 | Journal article
EID:

2-s2.0-49249117432

Part of ISSN: 00432288
Contributors: Rakin, M.; Gubeljak, N.; Dobrojević, M.; Medo, B.; Cvijović - Alagić, I.; Sedmak, A.
Source: Self-asserted source
Miloš Dobrojević via Scopus - Elsevier

Modelling of ductile fracture initiation in strength mismatched welded joint

Engineering Fracture Mechanics
2008-07 | Journal article
Part of ISSN: 0013-7944
Source: Self-asserted source
Miloš Dobrojević
grade
Preferred source (of 2)‎

Ductile crack growth initiation in welded joints - Micromechanical approach

Welding in the World
2008-01 | Journal article
Source: Self-asserted source
Miloš Dobrojević

Micromechanical analysis of constraint effect on fracture initiation in strength mismatched welded joints

Materials Science Forum
2007 | Conference paper
EID:

2-s2.0-38349054512

Part of ISSN: 16629752 02555476
Contributors: Dobrojević, M.; Rakin, M.; Gubeljak, N.; Cvijović, I.; Zrilić, M.; Krunich, N.; Sedmak, A.
Source: Self-asserted source
Miloš Dobrojević via Scopus - Elsevier

Micromechanical Analysis of Constraint Effect on Fracture Initiation in Strength Mismatched Welded Joints

Materials Science Forum
2007-09 | Journal article
Part of ISSN: 1662-9752
Source: Self-asserted source
Miloš Dobrojević
grade
Preferred source (of 2)‎

Effects of Geometry and Material Heterogeneity Properties to Behaviour of Charpy Specimen

Structural Integrity and Life
2003 | Journal article
Source: Self-asserted source
Miloš Dobrojević

Peer review (8 reviews for 3 publications/grants)

Review activity for Engineering applications of artificial intelligence. (4)
Review activity for Expert systems with applications. (3)
Review activity for Information sciences. (1)