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Simulation-Based Safety Testing of Automated Driving Systems
An Automated Driving System (ADS) must undergo comprehensive safety testing before receiving a road permit. Since it is not clear what exactly...
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Speech Therapy Supported by AI and Smart Assistants
Speech impairments can be extremely debilitating for individuals in many areas of their lives. Speech therapy is a field that aims to solve these...
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Forecasting the Developer’s Impact in Managing the Technical Debt
Technical debt is a collection of design decisions that, when taken together over time, make the system challenging to maintain and develop....
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Comparing Machine Learning Algorithms for Medical Time-Series Data
Medical software becomes increasingly advanced and more mission-critical. Machine learning is one of the methods which is used in medical software to...
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CAIS-DMA: A Decision-Making Assistant for Collaborative AI Systems
A Collaborative Artificial Intelligence System (CAIS) is a cyber-physical system that learns actions in collaboration with humans in a shared...
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Anomaly Detection Through Container Testing: A Survey of Company Practices
Background: Containers are a commonly used solution for deploying software applications. Therefore, container functionality and security is a concern...
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Using AI-Based Code Completion for Domain-Specific Languages
Code completion is a very important feature of modern integrated development environments. Research has been done for years to improve code...
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Is It the Best Solution? Testing an Optimisation Algorithm with Metamorphic Testing
Optimisation algorithms play a vital role in solving complex real-world problems by iteratively comparing various solutions to find the optimal or...
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Automatic EPS Calculation Guided Genetic Algorithm and Incremental PCA Based DBSCAN of Extracted Acoustic Features for Anomalous Sound Detection
This paper focuses on automatic detection of anomalies in audio files. We introduce an automated unsupervised algorithm which integrates AEC-guided...
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Towards New Acoustic Narratives on University Campuses: Potential as Non-formal Educational Tools
University campuses are social communities with their own traditions, customs, and even culture. Those traditions’ history and evolution dramatically...
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From Information and Communication Technology to the Smart Tourism Experience: Value Co-creation
Tourism contemplates dynamics that are socially, culturally, and economically relevant and that imply mobility, for personal or professional...
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MangoFruitDDS: A Standard Mango Fruit Diseases Dataset Made in Africa
Mango is a lucrative fruit produced in tropical and sub-tropical areas. It is the third most traded tropical fruit after pineapple and avocado in the...
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Comparative Analysis Between LTE RSRP Measurements and Propagation Models in Open Area Over 2800 m.a.s.l in Riobamba-Ecuador
In this work, three measurement campaigns have been carried out under similar environmental conditions for a comparative analysis of the received...
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Analysis of Marketing Campaigns Results Through Unsupervised Learning with Apriori Association Modeling
One of the most popular data mining methods for extracting association rules from huge data sets is the apriori algorithm, which can be databases or...
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Data Analysis for Performance Improvement of University Students Using IoT
Using Internet of Things (IoT) devices and data analysis techniques can potentially transform how universities approach improving student...
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The Impact of Smart Tourism on Tourist Experiences
The tourism industry has witnessed significant growth and transformation in recent years, becoming one of the most dynamic sectors globally. With the...
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Social Recommendation Using Deep Auto-encoder and Confidence Aware Sentiment Analysis
The development of online social networks has attracted increasing interest in social recommendation. On the other hand, recommender systems based on...
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Finding a Second Wind: Speeding Up Graph Traversal Queries in RDBMSs Using Column-Oriented Processing
Recursive queries and recursive derived tables constitute an important part of the SQL standard. Their efficient processing is important for many...
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Investigating the Perceived Usability of Entity-Relationship Quality Frameworks for NoSQL Databases
Quality assessment of data models can be a challenging task due to its subjective nature. For the schemaless, heterogeneous and diverse group of...
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Approach Based on Bayesian Network and Ontology for Identifying Factors Impacting the States of People with Psychological Problems from Data on Social Media
Nowadays, social networks provide relevant information that is used in many contexts for different objectives. However, the major challenges remain...