Bela Stantić
YOU?
Author Swipe
View article: Dynamic Optimisation of Window Sizes for Enhanced Time-Series Forecasting
Dynamic Optimisation of Window Sizes for Enhanced Time-Series Forecasting Open
Accurately forecasting future trends in complex, high-dimensional time series is challenging, as the predictive accuracy of models hinges on selecting appropriate historical data windows. While existing research in fields such as finance a…
View article: A data-centric framework for combating domain shift in underwater object detection with image enhancement
A data-centric framework for combating domain shift in underwater object detection with image enhancement Open
Underwater object detection has numerous applications in protecting, exploring, and exploiting aquatic environments. However, underwater environments pose a unique set of challenges for object detection including variable turbidity, colour…
View article: Cryptocurrency Price Prediction Algorithms: A Survey and Future Directions
Cryptocurrency Price Prediction Algorithms: A Survey and Future Directions Open
In recent years, cryptocurrencies have received substantial attention from investors, researchers and the media due to their volatile behaviour and potential for high returns. This interest has led to an expanding body of research aimed at…
View article: Beyond static rankings: A tourist experience-driven approach to measure destination competitiveness
Beyond static rankings: A tourist experience-driven approach to measure destination competitiveness Open
In the dynamic field of destination management, maintaining a destination's competitiveness requires understanding the evolving preferences of tourists. However, current research often adopts a static approach, failing to capture the dynam…
View article: Cryptocurrency Price Prediction Algorithms: A Survey and Future Directions
Cryptocurrency Price Prediction Algorithms: A Survey and Future Directions Open
In recent years, cryptocurrencies have received substantial attention from investors, researchers and the media due to their volatile behaviour and potential for high returns. This interest has led to an expanding body of research aimed at…
View article: Tracking tourist mobility in the big data era: insights from data, theory, and future directions
Tracking tourist mobility in the big data era: insights from data, theory, and future directions Open
With the increasing popularity of big data analytics, significant research has been conducted in the field of tourism and hospitality studies, particularly in the form of reviews that examine current works. Even though tourism is closely i…
View article: Exploring the Potential for Artificial Intelligence and Blockchain to Enhance Transport
Exploring the Potential for Artificial Intelligence and Blockchain to Enhance Transport Open
The International Data Corporation anticipates that spending on Artificial Intelligence technologies will increase by more than 50 percent each year, reaching US$57.6 billion in investments by 20211 . While the World Economic Forum predict…
View article: Mitigating and managing the impacts of gelatinous zooplankton on finfish aquaculture
Mitigating and managing the impacts of gelatinous zooplankton on finfish aquaculture Open
Gelatinous zooplankton, including cnidarian medusae, ctenophores and salps, can kill and injure fish. They impose an enormous economic cost on the global finfish aquaculture industry through stock losses and increased production costs. Alt…
View article: Machine learning-based segmentation of aerial LiDAR point cloud data on building roof
Machine learning-based segmentation of aerial LiDAR point cloud data on building roof Open
Three-dimensional (3D) reconstruction of a building can be facilitated by correctly segmenting different feature points (e.g. in the form of boundary, fold edge, and planar points) over the building roof, and then, establishing relationshi…
View article: Target-Oriented Data Annotation for Emotion and Sentiment Analysis in Tourism Related Social Media Data
Target-Oriented Data Annotation for Emotion and Sentiment Analysis in Tourism Related Social Media Data Open
Social media have been a valuable data source for studying people’s opinions, intentions, and behaviours. Such a data source incorporating advanced big data analysis methods, such as machine-operated emotion and sentiment analysis, will op…
View article: Power Line Extraction and Reconstruction Methods from Laser Scanning Data: A Literature Review
Power Line Extraction and Reconstruction Methods from Laser Scanning Data: A Literature Review Open
Electricity has become an indispensable source of energy, and power lines play a crucial role in the functioning of modern societies. It is essential to inspect power lines promptly and precisely in order to ensure the safe and secure deli…
View article: Mapping progress in intravascular catheter quality surveillance: An Australian case study of electronic medical record data linkage
Mapping progress in intravascular catheter quality surveillance: An Australian case study of electronic medical record data linkage Open
Background and significance Intravascular (IV) catheters are the most invasive medical device in healthcare. Localized priority-setting related to IV catheter quality surveillance is a key objective of recent healthcare reform in Australia…
View article: 3D Reconstruction of Bundle Sub-Conductors Using LiDAR Data From Forest Terrains
3D Reconstruction of Bundle Sub-Conductors Using LiDAR Data From Forest Terrains Open
Utilities have recently shown a considerable interest in extracting powerlines from laser scanning data for periodic utility monitoring. However, if the powerline runs through a forest, extraction is more difficult. A robust and exact powe…
View article: Travel bubbles to maintain safe space for international travel during crisis – emotions reflected in Twitter posts
Travel bubbles to maintain safe space for international travel during crisis – emotions reflected in Twitter posts Open
The COVID-19 pandemic triggered worldwide lockdowns and mobility restrictions, which continue to impact the global tourism industry. Early discussions on restarting the tourism industry occurred in high uncertainty constant change, and app…
View article: Tweets Topic Classification and Sentiment Analysis Based on Transformer-Based Language Models
Tweets Topic Classification and Sentiment Analysis Based on Transformer-Based Language Models Open
People provide information on their thoughts, perceptions, and activities through a wide range of channels, including social media. The wide acceptance of social media results in vast volume of valuable data, in variety of format as well a…
View article: Building Boundary Extraction from LiDAR Point Cloud Data
Building Boundary Extraction from LiDAR Point Cloud Data Open
Building boundary extraction from LiDAR point cloud data is important for urban planning and 3D modelling. Due to the uneven point distribution, missing data, and occlusion in LiDAR point cloud data, extraction of boundary points is challe…
View article: Harnessing social media to understand tourist mobility: the role of information technology and big data
Harnessing social media to understand tourist mobility: the role of information technology and big data Open
Purpose This paper aims to examine key parameters of scholarly context and geographic focus and provide an assessment of theoretical underpinnings of studies in the field of social media and visitor mobility. This review also summarised th…
View article: Effective Selection of Variable Point Neighbourhood for Feature Point Extraction from Aerial Building Point Cloud Data
Effective Selection of Variable Point Neighbourhood for Feature Point Extraction from Aerial Building Point Cloud Data Open
Existing approaches that extract buildings from point cloud data do not select the appropriate neighbourhood for estimation of normals on individual points. However, the success of these approaches depends on correct estimation of the norm…
View article: The Potential for Blockchain and Artificial Intelligence to Enhance the Transport Sector
The Potential for Blockchain and Artificial Intelligence to Enhance the Transport Sector Open
This paper outlines research that explores a range of digitally-driven opportunities and challenges in seeking to get cities moving and functioning better; with a focus on the application of Artificial Intelligence and Blockchain technolog…
View article: Climate crisis and flying: social media analysis traces the rise of “flightshame”
Climate crisis and flying: social media analysis traces the rise of “flightshame” Open
Even before the global halt to extensive mobility due to the coronavirus crisis, there has been growing resistance amongst some groups to flying. Reflecting increasing concern about the imminent climate emergency, the phenomenon of feeling…
View article: An improved method for pylon extraction and vegetation encroachment analysis in high voltage transmission lines using LiDAR data
An improved method for pylon extraction and vegetation encroachment analysis in high voltage transmission lines using LiDAR data Open
The maintenance of high-voltage power lines rights-of-way due to vegetation intrusions is important for electric power distribution companies for safe and secure delivery of electricity. However, the monitoring becomes more challenging if …