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View article: Employing Industrial Symbiosis to Promote Sustainable Industrial Activities as a Transformational Change Tool
Employing Industrial Symbiosis to Promote Sustainable Industrial Activities as a Transformational Change Tool Open
Background Industrial Symbiosis (IS) is a core strategy for achieving circular economy and sustainable industrial transformation. This paper explores IS as a tool to enable systemic change in industrial ecosystems by promoting material and…
View article: AI Act Compliance Within the MyHealth@EU Framework: Tutorial
AI Act Compliance Within the MyHealth@EU Framework: Tutorial Open
The integration of artificial intelligence (AI) into clinical workflows is advancing even before full compliance with the European Union Cross-Border eHealth Network (MyHealth@EU) framework is achieved. While AI-based clinical decision sup…
View article: Air pollution data: A dataset gathered through a crowd sensing platform
Air pollution data: A dataset gathered through a crowd sensing platform Open
View article: Virtual reality as a learning tool: Evaluating the use and effectiveness of simulation laboratories in educational settings
Virtual reality as a learning tool: Evaluating the use and effectiveness of simulation laboratories in educational settings Open
Virtual Reality Laboratories (VRLs) are essential progress towards educational solutions that would allow students to learn the sometimes complex experimental processes without spending physical resources. The resources used in some experi…
View article: A low-cost device-based data approach to Eight Hop Test
A low-cost device-based data approach to Eight Hop Test Open
View article: Machine Learning for Active Assisted Living: Core Concepts, Challenges, and Solutions
Machine Learning for Active Assisted Living: Core Concepts, Challenges, and Solutions Open
This chapter explains the process of Machine Learning (ML). First, we explain the concept of ML, what makes machines able to learn, and how they are doing it by introducing the reader to the basic underlying concept and, after that, giving…
View article: Colonoscopy image analysis for polyp detection: A systematic review of existing approaches and opportunities
Colonoscopy image analysis for polyp detection: A systematic review of existing approaches and opportunities Open
View article: Forecasting air pollution with deep learning with a focus on impact of urban traffic on PM10 and noise pollution
Forecasting air pollution with deep learning with a focus on impact of urban traffic on PM10 and noise pollution Open
Air pollution constitutes a significant worldwide environmental challenge, presenting threats to both our well-being and the purity of our food supply. This study suggests employing Recurrent Neural Network (RNN) models featuring Long Shor…
View article: Benchmarking OpenAI's APIs and Large Language Models for Repeatable, Efficient Question Answering Across Multiple Documents
Benchmarking OpenAI's APIs and Large Language Models for Repeatable, Efficient Question Answering Across Multiple Documents Open
View article: 50 questions on Active Assisted Living technologies. Global edition.
50 questions on Active Assisted Living technologies. Global edition. Open
This booklet on Active Assisted Living (AAL) technologies has been created as part of the GoodBrother COST Action, which has run from 2020 to 2024. COST Actions are European research programs that promote collaboration across borders, unit…
View article: From Entity-Relation Models to Social Intelligence: Automating Multimodal Data Analysis in Intelligent Environments
From Entity-Relation Models to Social Intelligence: Automating Multimodal Data Analysis in Intelligent Environments Open
The rise of big data and multimodal content—from text and images to videos and audio—demands sophisticated data management and analysis techniques, particularly in intelligent environments. This paper addresses the challenges of managing a…
View article: Enhancing portfolio management using artificial intelligence: literature review
Enhancing portfolio management using artificial intelligence: literature review Open
Building an investment portfolio is a problem that numerous researchers have addressed for many years. The key goal has always been to balance risk and reward by optimally allocating assets such as stocks, bonds, and cash. In general, the …
View article: Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational Learning
Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational Learning Open
With the exponential growth of data, extracting actionable insights becomes resource-intensive. In many organizations, normalized relational databases store a significant portion of this data, where tables are interconnected through some r…
View article: Technological Strategies for Enhancing Green Computing in Service-Oriented Architecture: A Systematic Literature Review
Technological Strategies for Enhancing Green Computing in Service-Oriented Architecture: A Systematic Literature Review Open
View article: Ten meter walk test with mobile devices: A dataset with accelerometer, magnetometer, and gyroscope
Ten meter walk test with mobile devices: A dataset with accelerometer, magnetometer, and gyroscope Open
This paper presents a dataset related to the performance of the Ten Meter Walking Test, a test to allow locomotor capacity in different research and clinical settings. One of the most important parameters to measure is the gait speed durin…
View article: Towards Industry 4.0: Machine malfunction prediction based on IIoT streaming data
Towards Industry 4.0: Machine malfunction prediction based on IIoT streaming data Open
The manufacturing industry relies on continuous optimization to meet quality and safety standards, which is part of the Industry 4.0 concept.Predicting when a specific part of a product will fail to meet these standards is of utmost import…
View article: Methods for Urban Air Pollution Measurement and Forecasting: Challenges, Opportunities, and Solutions
Methods for Urban Air Pollution Measurement and Forecasting: Challenges, Opportunities, and Solutions Open
In today’s urban environments, accurately measuring and forecasting air pollution is crucial for combating the effects of pollution. Machine learning (ML) is now a go-to method for making detailed predictions about air pollution levels in …
View article: Mobile and wearable technologies for the analysis of Ten Meter Walk Test: A concise systematic review
Mobile and wearable technologies for the analysis of Ten Meter Walk Test: A concise systematic review Open
Physical issues started to receive more attention due to the sedentary lifestyle prevalent in modern culture. The Ten Meter Walk Test allows measuring the person's capacity to walk along 10 m and analyzing the advancement of various medica…
View article: Deep Learning Methods for Bug Bite Classification: An End-to-End System
Deep Learning Methods for Bug Bite Classification: An End-to-End System Open
A bite from a bug may expose the affected person to serious, life-threatening conditions, which may require immediate medical attention. The identification of the bug bite may be challenging even for experienced medical personnel due to th…
View article: Complex planning as digitalized tasks for sustainable supply chain and process management
Complex planning as digitalized tasks for sustainable supply chain and process management Open
The results show that complex and integrated management tasks when fragmenting of the whole and complex tasks into different, smaller steps and focusing on essential management variables, allow enabling the usage of proper analytical and g…
View article: Corrigendum to “Extraction of notable points from ECG data: A description of a dataset related to 30-s seated and 30-s stand up” [Data in Brief, volume 46 (2023) 108874]
Corrigendum to “Extraction of notable points from ECG data: A description of a dataset related to 30-s seated and 30-s stand up” [Data in Brief, volume 46 (2023) 108874] Open
View article: Algorithms for automated diagnosis of cardiovascular diseases based on ECG data: A comprehensive systematic review
Algorithms for automated diagnosis of cardiovascular diseases based on ECG data: A comprehensive systematic review Open
View article: Extraction of notable points from ECG data: A description of a dataset related to 30-s seated and 30-s stand up
Extraction of notable points from ECG data: A description of a dataset related to 30-s seated and 30-s stand up Open
View article: Correction: Ambient Assisted Living: Scoping Review of Artificial Intelligence Models, Domains, Technology, and Concerns
Correction: Ambient Assisted Living: Scoping Review of Artificial Intelligence Models, Domains, Technology, and Concerns Open
[This corrects the article DOI: 10.2196/36553.].
View article: Correction: Ambient Assisted Living: Scoping Review of Artificial Intelligence Models, Domains, Technology, and Concerns (Preprint)
Correction: Ambient Assisted Living: Scoping Review of Artificial Intelligence Models, Domains, Technology, and Concerns (Preprint) Open
BACKGROUND Ambient assisted living (AAL) is a common name for various artificial intelligence (AI)—infused applications and platforms that support their users in need in multiple activities, from health to daily living. These systems use …
View article: Ambient Assisted Living: Scoping Review of Artificial Intelligence Models, Domains, Technology, and Concerns
Ambient Assisted Living: Scoping Review of Artificial Intelligence Models, Domains, Technology, and Concerns Open
Background Ambient assisted living (AAL) is a common name for various artificial intelligence (AI)—infused applications and platforms that support their users in need in multiple activities, from health to daily living. These systems use d…
View article: Thought on Food: A Systematic Review of Current Approaches and Challenges for Food Intake Detection
Thought on Food: A Systematic Review of Current Approaches and Challenges for Food Intake Detection Open
Nowadays, individuals have very stressful lifestyles, affecting their nutritional habits. In the early stages of life, teenagers begin to exhibit bad habits and inadequate nutrition. Likewise, other people with dementia, Alzheimer’s diseas…
View article: Organizing Committee
Organizing Committee Open
View article: Can the Eight Hop Test Be Measured with Sensors? A Systematic Review
Can the Eight Hop Test Be Measured with Sensors? A Systematic Review Open
Rehabilitation aims to increase the independence and physical function after injury, surgery, or other trauma, so that patients can recover to their previous ability as much as possible. To be able to measure the degree of recovery and imp…
View article: Daily motionless activities: A dataset with accelerometer, magnetometer, gyroscope, environment, and GPS data
Daily motionless activities: A dataset with accelerometer, magnetometer, gyroscope, environment, and GPS data Open
The dataset presented in this paper presents a dataset related to three motionless activities, including driving, watching TV, and sleeping. During these activities, the mobile device may be positioned in different locations, including the…