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An Individual Claims History Simulation Machine [PDF]
The aim of this project is to develop a stochastic simulation machine that generates individual claims histories of non-life insurance claims. This simulation machine is based on neural networks to incorporate individual claims feature information.
Andrea Gabrielli, Mario V. Wüthrich
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Transient Energy of an Individual Machine PART I: Stability Characterization
The individual-machine-equal-area-criterion method already shows potential in the transient stability assessment of multimachine systems. This two-paper series systematically analyzes the transient characteristics of the system trajectory from a genuine ...
Songyan Wang +3 more
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Transient Energy of an Individual Machine PART II: Potential Energy Surface
In this second paper, the individual-machine potential energy surface is established. The constant- $\theta _{i}$ angle surface of the machine is found in the angle space.
Songyan Wang +3 more
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Transient Stability Assessment Using Individual Machine Equal Area Criterion PART I: Unity Principle
Analyzing the system trajectory from the perspective of individual machines provides a distinctive approach for the analysis of the transient stability of power systems.
Songyan Wang, Jilai Yu, Wei Zhang
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Unravelling individual rhythmic abilities using machine learning
Humans can easily extract the rhythm of a complex sound, like music, and move to its regular beat, like in dance. These abilities are modulated by musical training and vary significantly in untrained individuals.
Simone Dalla Bella +7 more
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A Reliability-Centered Maintenance Study for an Individual Section-Forming Machine
This study investigated the breakdown trend in an automated production with an aim to recommend the application of reliability-centered maintenance (RCM) for improved productivity via a new preventive maintenance (PM) program.
Samuel Okwuobi +6 more
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The analysis of the transient stability of a multimachine system via the use of a few machines is a promising technique for transient security assessment.
Songyan Wang, Jilai Yu, Wei Zhang
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Personalized vs. population-based speech models for multi-dimensional mental health prediction [PDF]
IntroductionMental disorders such as depression, anxiety, and stress are increasingly prevalent, particularly among young adults. Traditional assessment methods rely on self-reports and resource-intensive clinician interviews, limiting scalability and ...
Mashrura Tasnim +5 more
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: Animals’ individual behavior is commonly monitored by live or video observation by a person. This can be labor intensive and inconsistent. An alternative is the use of machine learning-based computer vision systems. The objectives of this study were to
Victoria R. Merenda +3 more
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Transient Energy of an Individual Machine PART III: Newtonian Energy Conversion
In this third paper, the fundamental mechanism of individual-machine transient stability is explained through Newtonian mechanics. The original Newtonian system with variant gravity is developed. This system is formed by a ball and the Earth. It is found
Songyan Wang, Jilai Yu, Aoife M. Foley
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