big data

Robotic Specialization in Autonomous RoboticStructural Assembly

Robotic Specialization in Autonomous Robotic Structural Assembly

Abstract Robotic in-space assembly of large space structures is a long-term NASA goal to reduce launch costs and enable larger-scale missions. Recently, researchers have proposed using discrete lattice building blocks […]

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BUSINESS INTELLIGENCE AND ANALYTICS: FROM BIG DATA TO BIG IMPACT

BUSINESS INTELLIGENCE AND ANALYTICS: FROM BIG DATA TO BIG IMPACT

Abstract Business intelligence and analytics (BI&A) has emerged as an important area of study for both practitioners and researchers, reflecting the magnitude and impact of data-related problems to be solved

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Deep clustering of protein folding simulations

Deep clustering of protein folding simulations

Abstract We examine the problem of clustering bio-molecular simulations using deep learning techniques. Since bio-molecular simulation datasets are inherently high dimensional, it is often necessary to build low dimensional representations

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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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AI-FML Agent for Robotic Game of Go and AIoT Real-World Co-Learning Applications

AI-FML Agent for Robotic Game of Go and AIoT Real-World Co-Learning Applications

Abstract In this paper, we propose an AI-FML agent for robotic game of Go and AIoT real-world co-learning applications. The fuzzy machine learning mechanisms are adopted in the proposed model,

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Data Sentinel: A Declarative Production-Scale DataValidation Platform

Data Sentinel: A Declarative Production-Scale Data Validation Platform

Abstract Many organizations process big data for important business operations and decisions. Hence, data quality greatly affects their success. Data quality problems continue to be widespread, costing US businesses an

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Machine Learning and its Emergence in the Modern World and its Contribution to Artificial Intelligence

Machine Learning and its Emergence in the Modern World and its Contribution to Artificial Intelligence

Abstract Machine learning is known as the scientific study of various algorithms and statistics as well as models that can be used to create or perform certain tasks. These tasks

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A Two-Phase Dynamic Throughput Optimization Model for Big Data Transfers

A Two-Phase Dynamic Throughput Optimization Model for Big Data Transfers

Abstract The amount of data transferred over dedicated and non-dedicated network links has been increasing much faster than the increase in the network capacity. On the other hand, the current

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