big data 2019



4D Cell Biology: Big Data Image Analytics and Lattice Light-Sheet Imaging Reveal Dynamics of Clathrin-Mediated Endocytosis in Stem Cell-Derived Intestinal
free download

The anterior outer transparent part of the eye, the cornea, acts as a lens that focuses light into the eye. In addition, it serves as a barrier that protects the eye against external hazards and injury and thus maintaining its integrity and its continuous regeneration is crucial for

Ontology-Based Data Access to Big Data
free download

Recent approaches to ontology-based data access (OBDA) have extended the focus from relational database systems to other types of backends such as cluster frameworks in order to cope with the four Vs associated with big data : volume, veracity, variety and velocity

Seer: Leveraging Big Data to Navigate the Complexity of Performance Debugging in Cloud Microservices
free download

Performance unpredictability is a major roadblock towards cloud adoption, and has performance, cost, and revenue ramifications. Predictable performance is even more critical as cloud services transition from monolithic designs to microservices. Detecting QoS Today, individuals and organizations are changing the world with Big Data . Data has become a new source of immense economic and social value. Advances in data mining and analytics and the massive increase in computing power and data storage capacity have

Bio-inspired Algorithms for Big Data Analytics: A Survey, Taxonomy and Open Challenges
free download

Cloud computing is now the spine of the modern economy, which offers on-demand services to cloud customers through the Internet. To improve the performance and effectiveness of cloud computing systems, new technologies, such as internet of things (IoT) applications

Social Big Data : Mining, Applications, and Beyond
free download

The social nature of Web 2.0 leads to the unprecedented growth of discussion forums, product review sites, microblogging, and other social media platforms. Existing social media data mining research can be broadly divided into two groups. The content-based approach focuses on extracting This book compiles extended versions of a selection of the best papers presented at the Global Joint Conference on Industrial Engineering and Its Application Areas (GJCIE) 2018 held in. They represent a good sample of the current state of the artArchival storage of data sets from qualitative studies presents opportunities for combining small-scale data sets for reuse/secondary analysis. In this paper, we outline our approach to combining multiple qualitative data sets and explain why working with a corpus of big

spark-crowd: A Spark Package for Learning from Crowdsourced Big Data
free download

As the data sets increase in size, the process of manually labeling data becomes unfeasible by small groups of experts. Thus, it is common to rely on crowdsourcing platforms which provide inexpensive, but noisy, labels. Although implementations of algorithms to tackle this

4.9 Convergence of HPC and Big Data
free download

Background and Motivation. Due to the fact that this topic is based on two rapidly evolving fields, an appropriate definition and scoping are still in development . Big Data as a domain has developed its own solutions for machine architectures, software frameworks

Introduction to the Minitrack on Data-driven Government: Creating value from Big and Open Linked Data
free download

BOLD refers to the combination of big data and Linked Data under the openness concept. While Big Data can be characterized by its size and diversity, Linked Data can be characterized by its enhanced semantic capabilities The Internet today is getting connected to a very large number of devices or sensors of IoT. It is expected that 50 billion devices will be connected to the Internet by 2020. The IoT-driven global economy will have many technological challenges. The computing and storage

A new framework for statistical thinking in times of big data and digital economy
free download

The interest in big data is growing exponentially in todays society. Commercial insights, government initiatives and even research calls, all seem to be focused on exploiting the potential of technology to capture and analyze massive amounts of data in increasinglyBriefs allow authors to present their ideas and readers to absorb them with minimal time investment. Briefs will be published as part ofeBook collection, with millions of users worldwide. In addition, Briefs will be available for individual print and electronic

Design of a Socio-economic Processes Monitoring System Based on Network Analysis and Big Data
free download

Socio-economic policy should satisfy the interests of the society as much as possible and contribute to improving the quality of life. This actualizes the role of developing the theoretical and methodological foundations for building an innovative information system for

Complexity Problems Handled by Big Data Technology
free download

Big data needs new processing modes to own stronger decision-making power, insight discovery, the large volume and high growth of process optimization ability, and the diversified information assets. As the information technology of a new generation based on The series Studies in Computational Intelligence (SCI) publishes new developments and advances in the various areas of computational intelligence quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational

Introduction to the Minitrack on Business Intelligence, Business Analytics and Big Data : Innovation, Deployment and Management
free download

Recent developments in the combined business intelligence (BI), business analytics (BA) and big data space has given rise to new opportunities for individuals, organizations and society. Due to ongoing digitization, digital transformation and datafication, organizations

GeoSensor: Semantifying Change and Event Detection over Big Data
free download

GeoSensor is a novel, open-source system that enriches change detection over satellite images with event detection over news items and social media content. GeoSensor combines these two orthogonal operations through state-of-the-art Semantic Web This chapter describes the application of big data analytics in healthcare, particularly on electronic healthcare records so as to make predictive models for healthcare outcomes and



Internet Finance Innovation and Transformation of Traditional Banks in the Era of Big Data
free download

To explore the application of data mining technology in adverse drug reaction (ADR), and provide reference for exploring new methods in the field of ADR monitoring in China. Searching for database related documents such as China Knowledge Network and Data

The Belmont Report in the Age of Big Data : Ethics at the Intersection of Psychological Science and Data Science
free download

My thanks to Tom Griffiths for conversations about related issues during our work together on Data on the Mind; to Julia Blau for invaluable feedback on this chapter; to Aaron Culich for thoughtful discussions about securing computational pipelines; to audiences at U

Next Steps for Social Force with Big Data
free download

Abstract The Social Force model is a cornerstone of pedestrian modeling. It is a micro- simulation of pedestrian behavior based on simple interaction potentials that exhibit complex behaviors at scale. Social Forces are the gradients of interpretable potentials. WeVirtually, all of todays Big Data systems are passive in nature, responding to queries posted by their users. Instead, we are working to shift Big Data platforms from passive to active. In our view, a Big Active Data (BAD) system should continuously and reliably capture Big Data

Analysing Big Data : QXAS on Ni-Fe catalysts
free download

In situ quick X-ray absorption spectroscopy (QXAS) data of Ni-Fe/MgAl2O4 catalysts subjected to H2-TPR up to 800 C (10 C/min) and dry reforming of methane (DRM)(750 C, 1 atm, CH4/CO2= 1/3) obtained at both Ni-K and Fe-K edges were analysed. To this end

Questionomics: Using Big Data to Ask and Answer Big Questions
free download

Genomics and the myriad of other omics that have arisen over the past decades have created a dramatic almost frenetic boost in the ability to generate data . This has amplified with the invention of new technologies that are thrashing the imperative of parsing between

Big data and business analytics: A research agenda for realizing business value
free download

As organizations strive to achieve a competitive edge over their rivals, big data and business analytics are now playing an increasingly important role in realizing performance gains (H. Chen, Chiang, Storeya). This has signaled an increased interest in the domain by

A Dynamic MADM Method for the Selection of a Big Data Service Provider
free download

The decision making process for selection of a proper Big Data service platform can be complex and dynamic. The bidding process can occur multiple times, the assessment criteria vary each time and they conflict with each other. Most existing multiple attributeBig data techniques are increasingly used in marketing and to inform business decisions. The film industry is one area where big data that analyzes social media is being used to predict the popularity of films and to gauge audience interest. This is also an area where the

Little probe, big data
free download

A wealth of electronic and optical properties are achievable with organic semiconductors by virtue of their sensitivity to small changes in the chemical structure and molecular arrangement of the material1. The other side of the coin is that subtle changes in molecular

Turning Big Data into Value: A Literature Review on Business Value Realization from Process Mining
free download

In recent years, process mining has emerged as the leading Big Data technology for business process analysis. By extracting knowledge from event logs readily available in information systems, process mining provides new ways to discover, monitor, and improve

Big Data Cloud Computing Infrastructure Framework
free download

Building an environment suitable to handle big data workloads involves using multiple software together to form the end result. We define a software framework as containing a suite of software packages to be used together to form a reproducible environment to run bigThis paper examines the challenging problem of new user cold starts in subset labelled and extremely sparsely labelled big data . We introduce a new Isle of Wight Supply Chain (IWSC) dataset demonstrating these characteristics. We also introduce a new technique addressing

Pelican Corp/Local Councils leverage Cloud Big Data and Connectivity to drive efficiencies
free download

PelicanCorp Platform Page 5. Page 6. Page 7. Page 8. Page 9. Page 10. Page 11. Local Councils leverage Cloud Big Data and Connectivity to drive efficiencies Intelligent Asset Management Graham Riley Manager Safety Service Quality Page 12. Pop Quiz Difficulty identifying who

Eliminating HCV in a Large Urban Health System in the United States: A Big Data Approach
free download

1) Electronic health records (EHR) of~ 7.6 million people in the Mount Sinai Health System (2000 2017) were queried to identify patients with and International Classification of Diseases (ICD) 9/10 diagnosis code for HCV and/or a positive HCV antibody or HCV RNA

Addressing Process Control Challenges in Big -and-Wide Data Environments
free download

This paper discusses the data processing and data analysis challenges when dealing with wide-and- big data , ie, data characterized by millions of data columns (logical variables, measured responses, observations) and possibly millions of rows (logical units-of-analyses This chapter addresses the fourth paradigm of materials research big data -driven materials science. Its concepts and state of the art are described, and its challenges and chances are discussed. For furthering the field, open data and an all-embracing sharing, an efficient data

Using Big Data To Solve Economic and Social Problems
free download

Page 1. Spring 2019 Using Big Data to Solve Economic and Social Problems Professor Raj Chetty Head Section Leader: Gregory Bruich, Ph.D. Page 2. Two Approaches to Increasing Upward Mobility Moving to Opportunity: Provide Affordable Housing in High-Opportunity Areas

Understanding Public Views on the Ethics and Human Rights Impacts of AI and Big Data
free download

There is significant discussion in academia, media and policy studies about ethical issues of artificial intelligence. Interventions in this discourse include those from national and European policymakers (European Commission; Artificial Intelligence Select

Developing a Solution to the TRADOC Analysis Centers Big Data Problem: A Big Data Opportunity
free download

As data production, collection, and analytic techniques grow, emerging issues surrounding data management and storage challenge businesses and organizations around the globe. The US Army Training and Doctrine Commands Analysis Center (TRAC) is no exception



FREE IEEE PAPER