Dario Galic - Academia.edu (original) (raw)
Papers by Dario Galic
Mathematica Moravica, Dec 31, 2022
This paper explores the applications of stochastic methods in the field of artificial intelligenc... more This paper explores the applications of stochastic methods in the field of artificial intelligence (AI), focusing on their contribution to optimization, learning, and decision-making. By employing stochastic models, we enable AI to effectively handle uncertainty, unpredictability, and data variation. We analyze how stochastic processes can improve the convergence of algorithms in training deep neural networks and optimizing parameters. Additionally, we investigate the applications of stochastic simulations in assessing the performance of machine learning algorithms in real-world conditions. Through this study, we highlight the key advantages and challenges of stochastic methods in the field of artificial intelligence. Furthermore, we explore how stochastic methods allow artificial intelligence models to better adapt to changing circumstances and unpredictable situations, thereby increasing their robustness and applicability in the real world. We analyze the impact of stochastic elem...
Zbornik radova sa znanstvenog skupa “Organizacija i tehnologija održavanja", 2013
This paper deals with the development of a statistical model for the assessment of wind power den... more This paper deals with the development of a statistical model for the assessment of wind power density, using the wind speed data acquired at an international airport. The data were adjusted for the height at which wind power could be harvested. Wind speed data were fitted with several statistical distributions in order to determine the one that best fits the data. It is shown that the Weibull distribution does not fit this particular set of data as well as some other distributions. Fits were tested using Anderson- Darling, Kolmogorov-Smirnov and Cramer-von Mises tests as well as with P-P plot and Q-Q plot. Wind power density, wind rose and comparison between wind speeds at different seasons of the year were calculated to provide additional insight in wind behaviour at the location.
Journal of Biotechnology & Bioinformatics Research, 2021
Medical informatics is a scientific discipline that deals with the theory and practice of informa... more Medical informatics is a scientific discipline that deals with the theory and practice of information processes in medical work, where information processes mean the coverage, transmission, storage and conversion of data. In other words, medical informatics is a scientific discipline that deals with the processing of all types of data in medicine.
Advances in Computer and Communication, 2021
Tehnicki vjesnik - Technical Gazette, 2019
Automatika ‒ Journal for Control, Measurement, Electronics, Computing and Communications, 2016
Tehnicki Vjesnik, Apr 15, 2013
Tehnicki Vjesnik, Dec 31, 2010
International Journal of Electrical and Computer Engineering Systems, Nov 2, 2012
Tehnicki Vjesnik
Free web based e-mail services (e.g. gmail, yahoo and hotmail) are world wide known and used amon... more Free web based e-mail services (e.g. gmail, yahoo and hotmail) are world wide known and used among e mail users for both personal and professional communication. However, because of the possible low security level they should not be the first choice when choosing an e mail address. The objective of this study was to repeat the test applied on the world-wide known free web based e-mail services and apply it on the institutional and ISP’s e mail services in the Republic of Croatia. The aim was to compare the security level of the e mail services between free and non free (professional) ones. The security test from earlier studies was applied on several e-mail addresses from each group by using session hijacking hacking tool to compare their security level. From nine e mail services based in the Republic of Croatia only one was partly opened and that address was the only really free one. Comparison of these results with the earlier study, where the same test was applied on the top 10 f...
2010 4th International Symposium on Communications, Control and Signal Processing (ISCCSP), 2010
This paper presents a novel Multi Pulse Position Amplitude Modulation (MPPAM) scheme for time-hop... more This paper presents a novel Multi Pulse Position Amplitude Modulation (MPPAM) scheme for time-hopping ultra-wideband (TH-UWB) communication system. MPPAM is combined version of the Multi Pulse Position Modulation (MPPM) and the Pulse Amplitude Modulation (PAM) where the information is conveyed in the position and amplitude of multiple pulses. The comparison between PAM and Pulse Position Modulation (PPM) was given in
Tehnicki Vjesnik
weaknesses it can be assumed that there will be more unwanted e-mails when using those addresses.... more weaknesses it can be assumed that there will be more unwanted e-mails when using those addresses. In order to receive unwanted e-mail and compare the amount that user receives at different e-mail addresses the authors simulated part of e-mail usage, the one when user registers on different Internet services. Results have shown that the users of the global free e-mail services on average receive significantly more unwanted e-mail compared to the users that use institutional or company’s e-mail address. There was also significant difference found among free global e-mail services. Simulation has also shown increasing trend in amount of unwanted e-mail received per month. Regarding these results and previous studies the authors’ advice is to prefer institutional or company’s e-mail address over free global e-mail services for Internet communication, especially when it is used for professional e-mail communication.
Mathematica Moravica, Dec 31, 2022
This paper explores the applications of stochastic methods in the field of artificial intelligenc... more This paper explores the applications of stochastic methods in the field of artificial intelligence (AI), focusing on their contribution to optimization, learning, and decision-making. By employing stochastic models, we enable AI to effectively handle uncertainty, unpredictability, and data variation. We analyze how stochastic processes can improve the convergence of algorithms in training deep neural networks and optimizing parameters. Additionally, we investigate the applications of stochastic simulations in assessing the performance of machine learning algorithms in real-world conditions. Through this study, we highlight the key advantages and challenges of stochastic methods in the field of artificial intelligence. Furthermore, we explore how stochastic methods allow artificial intelligence models to better adapt to changing circumstances and unpredictable situations, thereby increasing their robustness and applicability in the real world. We analyze the impact of stochastic elem...
Zbornik radova sa znanstvenog skupa “Organizacija i tehnologija održavanja", 2013
This paper deals with the development of a statistical model for the assessment of wind power den... more This paper deals with the development of a statistical model for the assessment of wind power density, using the wind speed data acquired at an international airport. The data were adjusted for the height at which wind power could be harvested. Wind speed data were fitted with several statistical distributions in order to determine the one that best fits the data. It is shown that the Weibull distribution does not fit this particular set of data as well as some other distributions. Fits were tested using Anderson- Darling, Kolmogorov-Smirnov and Cramer-von Mises tests as well as with P-P plot and Q-Q plot. Wind power density, wind rose and comparison between wind speeds at different seasons of the year were calculated to provide additional insight in wind behaviour at the location.
Journal of Biotechnology & Bioinformatics Research, 2021
Medical informatics is a scientific discipline that deals with the theory and practice of informa... more Medical informatics is a scientific discipline that deals with the theory and practice of information processes in medical work, where information processes mean the coverage, transmission, storage and conversion of data. In other words, medical informatics is a scientific discipline that deals with the processing of all types of data in medicine.
Advances in Computer and Communication, 2021
Tehnicki vjesnik - Technical Gazette, 2019
Automatika ‒ Journal for Control, Measurement, Electronics, Computing and Communications, 2016
Tehnicki Vjesnik, Apr 15, 2013
Tehnicki Vjesnik, Dec 31, 2010
International Journal of Electrical and Computer Engineering Systems, Nov 2, 2012
Tehnicki Vjesnik
Free web based e-mail services (e.g. gmail, yahoo and hotmail) are world wide known and used amon... more Free web based e-mail services (e.g. gmail, yahoo and hotmail) are world wide known and used among e mail users for both personal and professional communication. However, because of the possible low security level they should not be the first choice when choosing an e mail address. The objective of this study was to repeat the test applied on the world-wide known free web based e-mail services and apply it on the institutional and ISP’s e mail services in the Republic of Croatia. The aim was to compare the security level of the e mail services between free and non free (professional) ones. The security test from earlier studies was applied on several e-mail addresses from each group by using session hijacking hacking tool to compare their security level. From nine e mail services based in the Republic of Croatia only one was partly opened and that address was the only really free one. Comparison of these results with the earlier study, where the same test was applied on the top 10 f...
2010 4th International Symposium on Communications, Control and Signal Processing (ISCCSP), 2010
This paper presents a novel Multi Pulse Position Amplitude Modulation (MPPAM) scheme for time-hop... more This paper presents a novel Multi Pulse Position Amplitude Modulation (MPPAM) scheme for time-hopping ultra-wideband (TH-UWB) communication system. MPPAM is combined version of the Multi Pulse Position Modulation (MPPM) and the Pulse Amplitude Modulation (PAM) where the information is conveyed in the position and amplitude of multiple pulses. The comparison between PAM and Pulse Position Modulation (PPM) was given in
Tehnicki Vjesnik
weaknesses it can be assumed that there will be more unwanted e-mails when using those addresses.... more weaknesses it can be assumed that there will be more unwanted e-mails when using those addresses. In order to receive unwanted e-mail and compare the amount that user receives at different e-mail addresses the authors simulated part of e-mail usage, the one when user registers on different Internet services. Results have shown that the users of the global free e-mail services on average receive significantly more unwanted e-mail compared to the users that use institutional or company’s e-mail address. There was also significant difference found among free global e-mail services. Simulation has also shown increasing trend in amount of unwanted e-mail received per month. Regarding these results and previous studies the authors’ advice is to prefer institutional or company’s e-mail address over free global e-mail services for Internet communication, especially when it is used for professional e-mail communication.