Answer to QUESTION 10 Which type of cluster does NOT belong? a.Prototype-based b.Shared-Property c.Hierarchical-based d.Density-based 5 points QUESTION 11
Which of the following does NOT belong to the cluster of technologies? a. Telecommunication technology c. Networking technology b. Information technology d. Industrial technology. b . Information technology. 13. The DICT Policy statements include all the creation of all the following programs, EXCEPT ________.
41.Which of the following does NOT belong to the cluster of technologies? (1 Point) A. Telecommunication technology B. Information Technology C. Networking Technology D. Industrial Technology. 42.Bea, Julia and Gerald works in a group together, which collaborative tool will allow them to use video conferencing? (1 Point) a.
Aug 31, 2018 · View types_waves_quad_clusters.doc from PHYS 101 at Duncanville H S. Types of Waves Quad Clusters 1. Sound Wave Ocean Wave Name_ Date_ Period_ Wave on a rope Stadium Wave Which one does not belong?
Clustering is defined as the algorithm for grouping the data points into a collection of groups based on the principle that similar data points are placed together in one group known as clusters. This clustering method is categorized as Hard method ( in this, each data point belongs to a max of one cluster) and soft methods (in this data point can belong to more than one clusters). Also, multiple clustering methods are present such as Partition Clustering, Hierarchical Clustering, Density-based Clustering, Distribution Model Clustering, Fuzzy clustering, etc.
Broadly methods of clustering techniques are classified into two types they are Hard methods and soft methods . In the Hard clustering method, each data point or observation belongs to only one cluster.
Partitioning Clustering is a clustering technique that divides the data set into a set number of groups. [For Example, the Value of K in KNN will be decided before we train the model]. It can also be called a centroid based method. In this approach, cluster centre [centroid] is formed such that the distance of data points in that cluster is minimum when calculated with other cluster centroids. The most popular example of this algorithm is the KNN algorithm. This is how a partitioning clustering algorithm looks like
The Confucian Asia cluster is defined by a strong historical influence of Confucian ideology. It includes Taiwan, Singapore, Hong Kong, South Korea, China, Japan, and Thailand. The Confucian Asia cluster emphasises Doing Orientation, Collectivism, Future Orientation, and Power Distance. The goals are collective and family orientated. Rewards are significant for the achievement of collective goals. This cultural value profile describes societies with a pragmatic, entrepreneurial orientation, and with a heavy emphasis on hierarchy and relationships. Within the Confucian cluster, Japan is higher on Being and Individualism, and lower on Collectivism and Power Distance. Nations scoring high for Future Orientation include China; East Asian nations of Japan, South Korea, and Taiwan; and South East Asian nations, including Singapore and Hong Kong. China, South Korea, and Hong Kong report high Restraint scores.
The Africa and Middle East cluster includes the nations of Senegal, Nigeria, South Africa, Uganda, Ghana, Namibia, Zimbabwe, Ethiopia, Iran, Jordan, Cameroon, Egypt and Yemen. This cluster emphasises Doing Orientation, Collectivism, and Short-Term Orientation. This cultural value profile describes societies in which the struggle to overcome poverty legitimises active change and exploitation of the environment, and reinforces group solidarity over individual uniqueness. There is great variation within this cultural region on all values but Collectivism.
The Latin America cluster has nations that share a distinct Latin culture (Catholicism, Roman law heritage, Iberian colonial past, Spanish or Portuguese languages) and includes Chile, Mexico, Peru, Venezuela, Costa Rica, Venezuela, Ecuador, Mexico, El Salvador, Columbia, Guatemala, Bolivia, Brazil, and Argentina. Latin America has high scores for Collectivism and Power Distance compared with West Europe and Anglo clusters, but not when compared to Africa, South Asia, and Confucian clusters. It has low scores for Doing Orientation, Uncertainty Avoidance, and Future Orientation. Latin American societies take life as it comes, accept its unpredictability as a fact of life, and do not over-worry. There is less concern with institutional goals than with family bonds. Within Latin America, Bolivia, and Peru are much higher in Power Distance and Collectivism than their neighbours, possibly reflecting their relatively low relative exposure to European culture and their poor economic development. Nations with high Indulgence scores include Venezuela , Mexico, Puerto Rico, El Salvador, Colombia, and Trinidad.
Middle East. The Middle East cluster reflects Arabic Muslim culture and includes Qatar, Morocco, Turkey, Egypt, and Kuwait. Middle Eastern societies report lower scores in Uncertainty Avoidance, Future Orientation, and Gender Egalitarianism than other clusters, but higher scores in Collectivism and Restraint.
The West Europe cluster includes the nations of Germany (formerly West and East Germany), Austria, Switzerland, Belgium, the Netherlands, Italy, France, Canada (French speaking), Spain, Portugal, Greece, and the Nordic countries of Sweden, Denmark, Finland, and Norway. Overall, West Europe has a cultural emphasis on Individualism ...
As a subset of the West Europe cluster, the Germanic Europe cluster consists of societies that continue to use the German language, and includes the Netherlands, Austria, Switzerland, former West Germany, and former East Germany.
Nordic Europe groups the Scandinavian nations of Finland, Sweden, Norway, and Denmark. This cluster is similar to Germanic Europe, showing strong scores for Uncertainty Avoidance, Future Orientation, Individualism, and Gender Egalitarianism, and weak scores for Power Distance and Assertiveness. Nordic societies emphasise certainty, social unity, and cooperation. They underplay assertive and masculine authority. The highest scores for Gender Egalitarianism are from Nordic countries.