Abstract—In this paper, we present a novel framework, called learning by propagability, for two essential data mining tasks, i.e., classification and regression. The whole learning process is driven by the philosophy that the data labels and the optimal feature representation jointly constitute a harmonic system, where the data labels are invariant with respect to the propagation on the similarity graph constructed based on the optimal feature representation. Based on this philosophy, a unified framework of learning by propagability is propos ....etc

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Design a UI for Inventory Manager to add a product. The UI should capture the product information like product name,product description,product features ,productprice and VAT %. The UI should also provide a drop down option to choose a retailer ID (all existing retailer's Ids should be populated in the dropdown). This is an optional requirement.The UI should also allow the manager to add quantity of products available.

The page should allow accepting input easily using keyboard as well.
Indicate mandatory fields on the page / screen.

....etc

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Abstract:
This paper presents an approach for integrating e-learning with the traditional education system. A conceptual map is then created for this integration leading to a functional model for open and flexible learning. In the proposed integration, convergence of CD-based, class based and web based education in recommended and architecture to achieve this convergence is presented. In order to transform the existing schools, colleges and universities into digital campuses, an inclusive system architecture is designed for digital campus. A c ....etc

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Case study:
1.0 Introduction
Telecom store is the first point to step in for a mobile connection. This store is an
inventory for all kinds of products. Store maintains different kinds of product
models in the inventory such as handsets, SIMs, accessories etc. The
management of this store is an extremely important aspect of making sure that
customers receive what they need and when they need it. It is very important to
maintain track of Telecom equipment in the store to prevent disaster.
Customers can walk in a retail store and place ord ....etc

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