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Learning Extremal Representations with Deep Archetypal Analysis
Archetypes represent extreme manifestations of a population with respect to specific characteristic traits or features. In linear feature space,...
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An archetypal determination of mobile cloud computing for emergency applications using decision tree algorithm
Numerous users are experiencing unsafe communications due to the growth of big network mediums, where no node communication is detected in emergency...
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Deep Archetypal Analysis
Deep Archetypal Analysis (DeepAA) generates latent representations of high-dimensional datasets in terms of intuitively understandable basic...
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Business Models for Mobility Data Sharing Platforms: Stakeholders’ Perceptions
Potential economic benefits of data sharing have been estimated and described in many reports and research. However, data sharing initiatives are...
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Assorted, Archetypal and Annotated Two Million (3A2M) Cooking Recipes Dataset Based on Active Learning
Cooking recipes allow individuals to exchange culinary ideas and provide food preparation instructions. Due to a lack of adequate labeled data,...
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Detection of objects with movement analysis in the navigation of sensor-based tracking
Object analysis in the map** around detected particles with various signals, using sensor-based tracking of objects with the generalisation of...
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Hand Shape Modeling for the Mexican Population
Anthropometric characteristics should be considered in the hand tools, workstations, and product design to diminish the risk of work-related...
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The Detection of Conversation Patterns in South African Political Tweets Through Social Network Analysis
Within complex societies, social communities are distinguishable based on social interactions. The interactions can be between members or communities...
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A Reusable Methodology for Player Clustering Using Wasserstein Autoencoders
Identifying groups of player behavior is a crucial step in understanding the player base of a game. In this work, we use a recurrent autoencoder to...
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Design Elements Analysis of Cabin Atmosphere Lamp of Intelligent Vehicle Based on Kansei Engineering
The interior atmosphere light is a kind of interior light applied in the interior of the car, which is used to highlight the interior environment of...
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Mental Health Analysis Using RASA and BERT: Mindful
Psychological health problems concern an approximated 92 million people universally. That's essentially 1 in 10 people in general. Therefore, it is...
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Using archetypoid analysis to classify institutions and faculties of economics
We use archetypoid analysis as a new tool to categorize institutions and faculties of economics. The approach identifies typical characteristics of...
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Unsupervised Initialization of Archetypal Analysis and Proportional Membership Fuzzy Clustering
This paper further investigates and compares a method for fuzzy clustering which retrieves pure individual types from data, known as the fuzzy...
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Investigating coordinated account creation using burst detection and network analysis
Democracies around the world face the threat of manipulation of their electorates via coordinated online influence campaigns. Researchers have...
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Formal Analysis of Lending Pools in Decentralized Finance
Decentralised Finance (DeFi) applications constitute an entire financial ecosystem deployed on blockchains. Such applications are based on complex...
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Integrated Design Framework for Facilitating Systems-Theoretic Process Analysis
Systems-Theoretic Process Analysis (STPA) helps mitigate identified safety hazards leading to unfortunate situations. Usually, a systematic...
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Financial Cryptography and Its Application in Blockchain
Financial cryptography is incredibly difficult and calls for knowledge from many different, incompatible, or at the very least, hostile disciplines....
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Apples and Oranges: A Study of “Tend & Befriend” as a Phenomenon in Digital Games
This paper describes the process of develo** and collecting data for analysis via a Qualtrics survey on “Tend & Befriend Theory” and the Acute...
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Design and Analysis of an Algorithm Based on Biometric Block Chain for Efficient data sharing in VANET
VANETs allow cars to interact with each other and infrastructure, improving road safety and traffic efficiency. However, safe and effective...
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How to Improve the Explanatory Power of an Intelligent Textbook: a Case Study in Legal Writing
Explanatory processes are at the core of scientific investigation, legal reasoning, and education. However, effectively explaining complex or large...
