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Digital Sustainability for Energy-Efficient Behaviours: A User Representation and Touchpoint Model
In response to climate change, nations have been tasked with reducing energy consumption and lessening their carbon footprint through targeted...
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Virtual Experiences, Real Memories? A Study on Information Recall and Recognition in the Metaverse
There are high expectations towards extended reality (XR), namely the “metaverse”. However, human performance in the metaverse has been called into...
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A Taxonomy of Home Automation: Expert Perspectives on the Future of Smarter Homes
Recent advancements in digital technologies, including artificial intelligence (AI), Internet of Things (IoT), and information and communication...
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Fighting Fire with Fire: Combating Criminal Abuse of Cryptocurrency with a P2P Mindset
As part of the P2P sharing economy, cryptocurrencies offer both creative and criminal opportunities. To deal with offenders, solutions such as...
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Data Ingestion Validation Through Stable Conditional Metrics with Ranking and Filtering
We introduce an advanced method for validating data quality, which is crucial for ensuring reliable analytics insights. Traditional data quality...
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Making It Possible for the Auditing of AI: A Systematic Review of AI Audits and AI Auditability
Artificial intelligence (AI) technologies have become the key driver of innovation in society. However, numerous vulnerabilities of AI systems can...
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Skyline-based Exploration of Temporal Property Graphs
In this paper, we focus on temporal property graphs, that is, property graphs whose labeled nodes and edges as well as the values of the properties...
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Comparing and Improving Active Learning Uncertainty Measures for Transformer Models by Discarding Outliers
Despite achieving state-of-the-art results in nearly all Natural Language Processing applications, fine-tuning Transformer-encoder based language...
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Combating Fake News Using Implementation Intentions
The rise of misinformation on social media platforms is an extremely worrisome issue and calls for the development of interventions and strategies to...
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Exploiting Shared Sub-Expression and Materialized View Reuse for Multi-Query Optimization
Querying in isolation lacks the potential of reusing intermediate results, which ends up wasting computational resources. Multi-Query Optimization...
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An Economic Framework for Creating AI-Augmented Solutions Across Countries Over Time
This paper examines the potential for collaboration between countries with differential resource endowments to advance AI innovation and achieve...
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Modelling forest fire dynamics using conditional variational autoencoders
Forest fires have far-reaching consequences, threatening human life, economic stability, and the environment. Understanding the dynamics of forest...
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Value of Original and Generated Ultrasound Data Towards Training Robust Classifiers for Breast Cancer Identification
Breast cancer represents one of the leading causes of death among women, with 1 in 39 (around 2.5%) of them losing their lives annually, at the...
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Consumers’ Financial Distress: Prediction and Prescription Using Interpretable Machine Learning
This paper shows how transactional bank account data can be used to predict and to prevent financial distress in consumers. Machine learning methods...
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A Mixed-Integer Formulation for the Simultaneous Input Selection and Outlier Filtering in Soft Sensor Training
Soft sensors are used to calculate the real-time values of process variables which can be measured in the laboratory only or require expensive online...
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Trust, Risk, Privacy and Security in e-Government Use: Insights from a MASEM Analysis
Despite considerable research on the factors influencing the use of e-government, citizens are apprehensive of e-government services due to the...
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Efficiently Labeling and Retrieving Temporal Anomalies in Relational Databases
Time and temporal constraints are implicit in most databases. To facilitate data analysis and quality assessment, a database should provide explicit...
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Big Data Analytics Adoption in Manufacturing Companies: The Contingent Role of Data-Driven Culture
The objective of this paper is to investigate the factors that influence the adoption of Big Data Analytics (BDA) in manufacturing companies and...
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The Role of E-participation, Human Capital, and Corruption-Free on Environmental Performance
There are many concerns at the global level about environmental performance. The United Nations has created a framework for measuring national...
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Qualitative Insights into Organizational Value Creation: Decoding Characteristics of Metaverse Platforms
The significance of metaverse platforms is growing in both research and practical applications. To utilize the chances and opportunities metaverse...
