Handling the Imbalanced Problem in Agri-Food Data Analysis

Imbalanced data situations exist in most fields of endeavor.The problem has been identified as a major bottleneck in machine learning/data mining and is becoming a serious issue of concern in food processing applications.Inappropriate analysis of agricultural and food processing data was identified as limiting the robustness of predictive models bu

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Fiber Embroidery of Self-Sensing Soft Actuators

Natural organisms use a combination of contracting muscles and inextensible fibers to transform satisfyer pro penguin next generation into controllable shapes, camouflage into their surrounding environment, and catch prey.Replicating these capabilities with engineered materials is challenging because of the difficulty in manufacturing and controlli

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