Chronic Obstructive Pulmonary Disease (COPD) is a life-threatening lung ailment and significant cause of morbidity fatality globally. The early detection COPD can provide timely proper medication reduce the mortality rate. To obtain treatment lessen death rate, this study proposes novel ensemble model: Multistage Ensemble model (MSEN) with an optimized weighted voting technique to detect help c...

In general in an organisation whose system of governance involves weighted voting, a member’s weight in terms of the number of votes and the formal power it represents differ. Power indices provide a means of analysing this difference. The paper uses new algorithms for computing power indices for large games. Three analyses are carried out: (1) the distribution of Banzhaf voting power among mem...

In general in an organisation whose system of governance involves weighted voting, a member's weight in terms of the number of votes and the formal power it represents differ. Power indices provide a means of analysing this difference. The paper uses new algorithms for computing power indices for large games. Three analyses are carried out: (1) the distribution of Banzhaf voting power among mem...

Theoretical analysis suggests that enlargement of a voting body may affect the balance of power between the original members even if their number of votes and the decision rule remain constant. Some of the existing voters may actually gain, a phenomenon known as the paradox of newmembers.We test for this effect using laboratory experiments. Participants propose and vote on how to divide a budge...

Goebel et al. [4] presented a unified decomposition of ensemble loss for explaining ensemble performance. They considered democratic voting schemes with uniform weights, where the various base classifiers each can vote for a single class once only. In this article, we generalize their decomposition to cover weighted, probabilistic voting schemes and non-uniform (progressive) voting schemes. Emp...

Weighted voting games are classic cooperative games which provide a compact representation for coalition formation models in multiagent systems. We consider manipulation in weighted voting games via annexation and merging, which involves an agent or some agents misrepresenting their identities in anticipation of gaining more power at the expense of other agents in a game. We show that annexatio...

We report experiments on the following lobbying game. Two lobbyists have identical budgets and simultaneously distribute them across voters in a legislature. Each voter votes for the lobbyist who pays them most and the lobbyist who receives most votes wins a prize. Taking the share of the budget distributed to a voter as a measure of the voter‟s voting power we investigate how voting power vari...

Multi-atlas registration-based segmentation has recently become a popular technique in medical imaging. Since the quality of individual atlas segmentations affect the quality of the results, atlas selection and atlas fusion have become important areas of research for multi-atlas segmentation. In this paper, we present an automatic technique that approximately calculates the quality of registrat...

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Aiming at the problems of PBFT algorithm consortium blockchain, such as high communication overhead, low consensus efficiency, and random selection leader nodes, an optimized is proposed. Firstly, improves C4.5 introduces weighted average information gain to overcome mutual influence between conditional attributes improve classification accuracy. Then classify nodes with improved C4.5, select o...