Goran Martinovic

Orcid: 0000-0002-7469-6018

According to our database1, Goran Martinovic authored at least 42 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Image-Based Leaf Disease Recognition Using Transfer Deep Learning with a Novel Versatile Optimization Module.
Big Data Cogn. Comput., 2024

2023
Coronary and Heart Disease Risk Estimation Based on Predictive Data Analysis.
Proceedings of the 21st IEEE Jubilee International Symposium on Intelligent Systems and Informatics, 2023

FireBot - An Autonomous Surveillance Robot for Fire Prevention, Early Detection and Extinguishing.
Proceedings of the 15th International Conference on Computer and Automation Engineering, 2023

Data Augmentation with GAN to Improve the Prediction of At-Risk Students in a Virtual Learning Environment.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

2022
Augmenting data with generative adversarial networks: An overview.
Intell. Data Anal., 2022

2021
An empirical study of data intrinsic characteristics that make learning from imbalanced data difficult.
Expert Syst. Appl., 2021

2020
An API-first methodology for designing a microservice-based Backend as a Service platform.
Inf. Technol. Control., 2020

Building a Credit Scoring Model Based on Data Mining Approaches.
Int. J. Softw. Eng. Knowl. Eng., 2020

New hybrid data mining model for credit scoring based on feature selection algorithm and ensemble classifiers.
Adv. Eng. Informatics, 2020

2019
Implementation and efficiency analysis of composite DNS-metric for dynamic server selection.
Telecommun. Syst., 2019

Performance Analysis of SMOTE-based Oversampling Techniques When Dealing with Data Imbalance.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

2016
A population initialization method for evolutionary algorithms based on clustering and Cauchy deviates.
Expert Syst. Appl., 2016

The implications of employing component based software design in non-commercial applications.
Proceedings of the 39th International Convention on Information and Communication Technology, 2016

2015
Solving the task assignment problem with ant colony optimisation incorporating ideas from the clonal selection algorithm.
Int. J. Bio Inspired Comput., 2015

Automatic Design of Radial Basis Function Networks Through Enhanced Differential Evolution.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Workshop on Enhancing Software Engineering Education: WESEE 2015.
Proceedings of the 2015 European Conference on Software Architecture Workshops, 2015

2014
A differential evolution approach to dimensionality reduction for classification needs.
Int. J. Appl. Math. Comput. Sci., 2014

The Effect of Swapping Vectors During Mutation in Differential Evolution.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2014

Towards an energy efficient SoC computing cluster.
Proceedings of the 37th International Convention on Information and Communication Technology, 2014

2013
Improving Offline Handwritten Digit Recognition Using Concavity-Based Features.
Int. J. Comput. Commun. Control, 2013

Data Clustering with Differential Evolution Incorporating Macromutations.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Model of influence of MRP on network performances.
Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

2012
Performance Evaluation of Recent Windows Operating Systems.
J. Univers. Comput. Sci., 2012

Network performance evaluation of latest windows operating systems.
Proceedings of the 20th International Conference on Software, 2012

Stochastic approach on hash cracking.
Proceedings of the 2012 Proceedings of the 35th International Convention, 2012

Green HPC: MPI vs. OpenMP on a shared memory system.
Proceedings of the 2012 Proceedings of the 35th International Convention, 2012

Mobile broadband access networks planning and evaluation using techno-economic criteria.
Proceedings of the 34th International Conference on Information Technology Interfaces, 2012

PVCM: Assisting multi-hop communication in vehicular networks using parked vehicles.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

E-health Framework Based on Autonomic Cloud Computing.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

2011
Impact of Double Operators on the Performance of a Genetic Algorithm for Solving the Traveling Salesman Problem.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Proposing a new type of CAPTCHA: Character Collage.
Proceedings of the MIPRO, 2011

Automated form processing system based on Sobel operator.
Proceedings of the MIPRO, 2011

2010
Do the Software Architects Get the Needed Support for the Job They Perform?.
Proceedings of the Fifth International Conference on Software Engineering Advances, 2010

2009
Resource Management System for Computational Grid Building.
Proceedings of the IEEE International Conference on Systems, 2009

2008
Scheduling algorithms for dedicated nodes in Alchemi grid.
Proceedings of the IEEE International Conference on Systems, 2008

2004
Human in computational grid establishment.
Proceedings of the IEEE International Conference on Systems, 2004

2003
Undergraduate teaching of real-time scheduling algorithms by developed software tool.
IEEE Trans. Educ., 2003

Static-dynamic mapping in heterogeneous computing environment.
Proceedings of the IEEE International Conference on Virtual Environments, 2003

Multicriterial remapping in heterogeneous environment based on multiple server tasks.
Proceedings of the IEEE International Conference on Systems, 2003

Owner/user role in computational grid extension by non-dedicated resources.
Proceedings of the 2003 International ACM SIGGROUP Conference on Supporting Group Work, 2003

2002
Real-Time Meeting Scheduling Model by Computer Supported Cooperative Work.
Proceedings of the Intelligent Information Processing, 2002

2001
Evaluation of Real-Time Scheduling Algorithms by Periodic and Aperiodic Workload.
Proceedings of the World Multiconference on Systemics, Cybernetics and Informatics, 2001


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