10th International Scientific Conference Technics, Informatics and Education – TIE 2024

Privacy-Preserving in Machine Learning: Differential Privacy Case Study

10th International Scientific Conference Technics, Informatics and Education – TIE 2024, str. 89-96AUTOR(I) / AUTHOR(S): Aleksa Iričanin , Olga Ristić , Marjan Milošević Download FullPdf  DOI: 10.46793 /ABSTRACT:The burgeoning field of Machine Learning (ML) has revolutionized various aspects of our lives. However, the…

DetaljnijePrivacy-Preserving in Machine Learning: Differential Privacy Case Study

Application of the YOLO algorithm for Medical Purposes in the Detection of Skin Cancer

10th International Scientific Conference Technics, Informatics and Education – TIE 2024, str. 83-88AUTOR(I) / AUTHOR(S): Stefan Ćirković , Nikola Stanić Download FullPdf  DOI: 10.46793 /ABSTRACT:Skin cancer is one of the most common forms of cancer worldwide. Exposure to ultraviolet (UV) radiation…

DetaljnijeApplication of the YOLO algorithm for Medical Purposes in the Detection of Skin Cancer

Effect of the Slope of Symmetric Saturated Activation Functions on Deep Learning

10th International Scientific Conference Technics, Informatics and Education – TIE 2024, str. 79-82AUTOR(I) / AUTHOR(S): Maja Lutovac Banduka , Vladimir Poučki , Vladimir Mladenović , Miroslav Lutovac Download FullPdf  DOI: 10.46793 /ABSTRACT:It is presented how the slope of symmetric activation functions with saturation affects…

DetaljnijeEffect of the Slope of Symmetric Saturated Activation Functions on Deep Learning

The Influence of Daubechies Wavelet Order on Speech Recognition

10th International Scientific Conference Technics, Informatics and Education – TIE 2024, str. 74-78AUTOR(I) / AUTHOR(S): Branko R. Marković , Milan Vesković Download FullPdf  DOI: 10.46793 /ABSTRACT:This paper will present the results of speech recognition based on different Daubechies wavelet orders. Two…

DetaljnijeThe Influence of Daubechies Wavelet Order on Speech Recognition

Predicting Student Academic Success with Hidden Markov Models

10th International Scientific Conference Technics, Informatics and Education – TIE 2024, str. 68-73AUTOR(I) / AUTHOR(S): Veljko Lončarević , Vučelja Lekić , Nada Damljanović Download FullPdf  DOI: 10.46793 /ABSTRACT:This research paper presents an approach for predicting student academic success using Hidden Markov…

DetaljnijePredicting Student Academic Success with Hidden Markov Models

PsAIchology: An Intelligent Direction in Psychological Sciences

10th International Scientific Conference Technics, Informatics and Education – TIE 2024, str. 60-67AUTOR(I) / AUTHOR(S): Hojjatollah Farahani , Peter Watson , Timea Bezan , Nataša Kovač , Lisa-Christina Winter , Marija Blagojević , Parviz Azadfallah , Abbasali Allahyari , Samira Masoumian , Paulino Jiménez Download FullPdf  DOI: 10.46793 /ABSTRACT:The…

DetaljnijePsAIchology: An Intelligent Direction in Psychological Sciences

Analysis of Approaches to Developing Kotlin Multiplatform Applications and Their Impact on Software Engineering

10th International Scientific Conference Technics, Informatics and Education – TIE 2024 , str. 53-59AUTOR(I) / AUTHOR(S): Nikola Stanić , Stefan Ćirković Download FullPdf  DOI: 10.46793 /ABSTRACT:This paper explores the concept of Kotlin Multiplatform and analyzes the approach to developing multiplatform applications…

DetaljnijeAnalysis of Approaches to Developing Kotlin Multiplatform Applications and Their Impact on Software Engineering

Open Source Integrated Circuit Design Tools in Scientific Research: Yay or Nay?

10th International Scientific Conference Technics, Informatics and Education – TIE 2024 , str. 48-52AUTOR(I) / AUTHOR(S): Mihailo Knežević , Lidija Paunović Download FullPdf  DOI: 10.46793 /ABSTRACT:The design of integrated circuits (IC) has a significant impact on the development of modern world…

DetaljnijeOpen Source Integrated Circuit Design Tools in Scientific Research: Yay or Nay?

Enhancing Software Development with Microservice Architecture: Application to an Online Sales System

10th International Scientific Conference Technics, Informatics and Education – TIE 2024 , str. 42-47AUTOR(I) / AUTHOR(S): Biljana Savić , Uroš Milačić Download FullPdf  DOI: 10.46793 /ABSTRACT:This paper explores the critical role of microservice architecture in modern software development, illustrating its benefits…

DetaljnijeEnhancing Software Development with Microservice Architecture: Application to an Online Sales System

Horizontal Scaling with Session Preservation of PHP Applications with MVC Architecture

10th International Scientific Conference Technics, Informatics and Education – TIE 2024 , str. 34-41AUTOR(I) / AUTHOR(S): Veljko Lončarević , Željko Jovanović , Vanja Luković , Marina Milošević , Savo Šućurović , Aleksa Iričanin Download FullPdf  DOI: 10.46793 /ABSTRACT:This paper explores horizontal scaling of…

DetaljnijeHorizontal Scaling with Session Preservation of PHP Applications with MVC Architecture