Zobrazeno 1 - 10
of 216
pro vyhledávání: '"Iztok Fister"'
Publikováno v:
IEEE Access, Vol 12, Pp 62199-62214 (2024)
This paper delineates the contemporary landscape, challenges, and prospective developments in human-centred artificial intelligence (AI) within the ambit of smart farming, a pivotal element of the emergent Agriculture 5.0, supplanting Agriculture 4.0
Externí odkaz:
https://doaj.org/article/7b5784c8bc634343a84c8d353093aca2
Autor:
Uros Mlakar, Iztok Fister
Publikováno v:
IEEE Access, Vol 12, Pp 4239-4254 (2024)
This paper proposes a variable-length Differential Evolution for Association Rule Mining. The proposed algorithm includes a novel representation of individuals, which can encode both numerical and discrete attributes in their original or absolute com
Externí odkaz:
https://doaj.org/article/cd135d29ebaf415c8f69ba38e07d33a6
Publikováno v:
Information, Vol 15, Iss 3, p 162 (2024)
Introduction: Type 2 diabetes mellitus is a major global health concern, but interpreting machine learning models for diagnosis remains challenging. This study investigates combining association rule mining with advanced natural language processing t
Externí odkaz:
https://doaj.org/article/06658493bafc422a88837d2f269a435a
Autor:
Alen Rajšp, Iztok Fister, Jr.
Publikováno v:
Data in Brief, Vol 48, Iss , Pp 109251- (2023)
Navigating through a real-world map can be represented in a bi-directed graph with a group of nodes representing the intersections and edges representing the roads between them. In cycling, we can plan training as a group of nodes and edges the athle
Externí odkaz:
https://doaj.org/article/1be6d6785f4642f4895d565dac55d8d2
Autor:
Alen Rajsp, Iztok Fister
Publikováno v:
IEEE Access, Vol 10, Pp 109743-109759 (2022)
We present a novel method for generating cycling training routes from geographical property graphs based on an Evolutionary Algorithm. The algorithm operators of crossover and mutation are adjusted for use in the Property Graph domain. Data fusion of
Externí odkaz:
https://doaj.org/article/8ca75ed519b64dc48accf1ba7a4c5ff5
Autor:
Rahul Sharma, Minakshi Kaushik, Sijo Arakkal Peious, Alexandre Bazin, Syed Attique Shah, Iztok Fister, Sadok Ben Yahia, Dirk Draheim
Publikováno v:
IEEE Access, Vol 10, Pp 12792-12813 (2022)
Statistical reasoning was one of the earliest methods to draw insights from data. However, over the last three decades, association rule mining and online analytical processing have gained massive ground in practice and theory. Logically, both associ
Externí odkaz:
https://doaj.org/article/8e4fdd5ed0d34122b3eb6f790f51a071
Publikováno v:
Mathematics, Vol 11, Iss 5, p 1243 (2023)
Games can be more than just a form of entertainment. Game spaces can be used to test different research ideas quickly, simulate real-life environments, develop non-playable characters (game agents) that interact alongside human players and much more.
Externí odkaz:
https://doaj.org/article/2f0d4e3908eb4eb1880ef67656b126d8
Publikováno v:
IEEE Access, Vol 9, Pp 51166-51178 (2021)
The authors got the motivation for writing the article based on an issue, with which developers of the newly developed nature-inspired algorithms are usually confronted today: How to select the test benchmark such that it highlights the quality of th
Externí odkaz:
https://doaj.org/article/f1ef1ac6d65c469695cf5dc3f317deb4
Autor:
Jan Slemenšek, Iztok Fister, Jelka Geršak, Božidar Bratina, Vesna Marija van Midden, Zvezdan Pirtošek, Riko Šafarič
Publikováno v:
Sensors, Vol 23, Iss 2, p 745 (2023)
Human gait activity recognition is an emerging field of motion analysis that can be applied in various application domains. One of the most attractive applications includes monitoring of gait disorder patients, tracking their disease progression and
Externí odkaz:
https://doaj.org/article/1bb65cad4fd941bea41604cf8fc4f5d1
Autor:
Luka Lukač, Iztok Fister
Publikováno v:
Applied Sciences, Vol 12, Iss 24, p 12741 (2022)
A digital twin is a virtual model to reflect a physical object and helps it by making proper decisions. The decision-making process is based on the same input data that the simulated physical object has access to. Due to exploiting artificial intelli
Externí odkaz:
https://doaj.org/article/8c01bf9190094049b04117658881aa17