Training

Big Data in Education: Perception of Training Advisors on Its Use in the Educational System

Big Data in Education: Perception of Training Advisors on Its Use in the Educational System

Abstract Big Data has revolutionized decision making in many fields, including education. The incorporation of information and communication technologies into education enables us to gather information about the teaching and …

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Text Duplicated-checking Algorithm Implementation Based on Natural Language Semantic Analysis

Text Duplicated-checking Algorithm Implementation Based on Natural Language Semantic Analysis

Abstract Natural language is a tool and way to express the interaction between computer and human (NATURAL) language. At present, the analysis ability of text semantics is relatively mature. The …

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An Evolutionary MultiLayer Perceptron Algorithm for Real Time River Flood Prediction

An Evolutionary MultiLayer Perceptron Algorithm for Real Time River Flood Prediction

Abstract Severe flash flood events give very little opportunity for issuing warnings. In this paper, we approach the automated and real-time prediction of river flooding by proposing and evaluating different …

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Wildfire Segmentation on Satellite Images using Deep Learning

Wildfire Segmentation on Satellite Images using Deep Learning

Abstract Deep learning and convolutional neural network technologies are increasingly used in the problems of analysis, segmentation, and recognition of objects in images. In this article, a convolutional neural network …

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DEEP LEARNING BASED SEGMENTATION OF BODY PARTS IN CT LOCALIZERS ANDAPPLICATION TO SCAN PLANNING

Deep Learning Based Segmentation of Body Parts in CT Localizers and Application to Scan Planning

Abstract in this paper, we propose a deep learning approach for the segmentation of body parts in computer tomography (CT) localizer images. Such images pose dif[1]culties in the automatic image …

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Performance Analysis of Distributed and Scalable Deep Learning(DL)

Performance Analysis of Distributed and Scalable Deep Learning(DL)

Abstract With renewed global interest for Artificial Intelligence (AI) methods, the past decade has seen a myriad of new programming models and tools that enable better and faster Machine Learning …

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Towards Backward-Compatible Representation Learning

Abstract We propose a way to learn visual features that are compatible with previously computed ones even when they have different dimensions and are learned via different neural network architectures …

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Full Entropy Hash for Face Template Protection

Full Entropy Hash for Face Template Protection

Abstract In this paper, we present a hashing function for the application of face template protection, which improves the correctness of existing algorithms while maintaining the security simultaneously. The novel …

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Diagnosing Rotating Machines With Weakly Supervised Data Using Deep Transfer Learning

Diagnosing Rotating Machines With Weakly Supervised Data Using Deep Transfer Learning

Abstract Rotating machinery fault diagnosis problems have been well-addressed when sufficient supervised data of the tested machine are available using the latest data-driven methods. However, it is still challenging to …

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