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Uncertainty is inevitable in problem solving and decision making. One way to reduce it, is by seeking the advice of an expert in related field. On the other hand, when computers are used to reduce uncertainty, the computer itself can become an expert in a specific field through a variety of methods. One such method is machine learning, which involves using a computer algorithm to capture hidden knowledge from data. The researchers conducted the prediction of CO2 laser cut quality to obtain singleton output using machine learning techniques. The researchers investigated a problem solving...

Unmanned Grass Cutter The traditional ways of grass cutting for wider fields using manually operated machines requires full time highly skilled labor. Furthermore, there can be labor-imposed constraints which limits the use of these machines in hot sun or heavy down-pour. Therefore, a common tractor which normally used for grass cutting has been modified to be a semi automatic grass cutter. This machine requires no operator during the entire grass cutting operation, except for initiating and stopping the machine at initial and eventual stages. The spiral way of grass cutting can be tuned to...

The awareness of proper tire inflation among motorists has increased exponentially due the safety and benefits could be earned in return. This book presents Automatic Tyre Pressure Controller (ATPC) which limits pressure in the tire regardless of pressure set on the kiosk. ATPC can be used with manual inflators/compressors, where it will automatically alert user upon reaching appropriate tire pressure. ATPC has won few innovation medals and awards internationally. To make tremendous advancement and improvement on ATPC, the authors/researchers have innovated a technique/device called Automatic...