The method for applying machine learning to automatically detect leaf diseases is presented in this paper. A convolutional neural network was used extract pertinent features from image datasets that included healthy and diseased leaves. dataset compiled pre-processed. Accuracy, precision, recall measures were assess the algorithm after it had been trained on labeled dataset. According findings,...

In this opinion paper, we describe our research work on machine translation evaluation approaches that include mechanisms for human feedback and are designed to allow partial adaptation of the translation models which are being evaluated. While there exists a plethora of different automatic evaluation metrics for machine translation, their output in terms of scores, distances, etc. quite often ...

Automatic differentiation—the mechanical transformation of numeric computer programs to calculate derivatives efficiently and accurately—dates to the origin of the computer age. Reverse mode automatic differentiation both antedates and generalizes the method of backwards propagation of errors used in machine learning. Despite this, practitioners in a variety of fields, including machine learnin...

This paper studies the impact of paraphrases on the accuracy of automatic evaluation. Given a reference sentence and a machine-generated sentence, we seek to find a paraphrase of the reference sentence that is closer in wording to the machine output than the original reference. We apply our paraphrasing method in the context of machine translation evaluation. Our experiments show that the use o...

ABSTARCT Automated face recognition has industrialized a major field of Interest Face Recognition is the typical process of identification of a individual by their facial image. This effective technique Making it possible to use the facial images of a person to authenticate him into a protected system, for criminal identification, for passport verification, entrance control in buildings, access...

The practice of E-Commerce has been demonstrated since 1965 when consumers were allowed to withdraw their money from Automatic Teller Machines (ATMs) and use credit cards at point of sale terminals for purchasing purposes. E-Commerce is a general term for the conduct of business with the assistance of telecommunications infrastructure, and of tools and services running over that infrastructure....

Information technology is considered as the key driver for the changes taking place around the world. Internet banking (IB) is the latest and most innovative service offered JIBC April 2010, Vol. 15, No.1 2 by the banks. The transformation from the traditional banking to e-banking has been a 'leap' change. The evolution of e-banking started from the use of Automatic Teller Machines (ATMs) and t...