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Data Science Foundation Whitepapers

The whitepapers published on this site have been written by members of the Data Science Foundation and are open to peer review by other members.

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Blockchain: A Technology Shift in Financial Services

A DSF Whitepaper
16 July 2018
Santosh Kumar
Views (1142)
Comments (3)

Blockchains, a technology behind the success of cryptocurrency, symbolize an great application of cryptography and technology to one of the biggest problems of record-keeping for financial institutions, and they may create some far-reaching changes in method of transactions. Many big institutions of the industry had invested billions in the new technology, and many other industries have proposed new methods of transactions and ownership shift by use of the blockchains. ... Read More

13 Forecasts on Artificial Intelligence

A DSF Whitepaper
29 June 2018
Francesco Corea
Views (873)
Comments (3)

This article is about the future of AI. The following proposed list does not want to be either exhaustive or truth-in-stone, but it comes from a series of personal considerations that might be useful when thinking about the impact of AI on our world. Read More

The Internet of Things and the Rise of Smart Cities

A DSF Whitepaper
22 June 2018
Peppersack
Views (2012)
Comments (4)

Unless you’ve been stuck under that proverbial rock for a few years, you’ve at least heard of the Internet of Things (IoT) and how it is connecting us in new and interesting ways. The rise of the smart home is one way that the IoT is changing things for people around the world – homes filled with devices that can communicate with one another, with people living in the home, and even with outside third parties. However, this technology is not constrained just to our homes... Read More

What You Need to Know about the EU’s 2018 General Data Protection Regulation

A DSF Whitepaper
24 May 2018
Summer Phillips
Views (1232)
Comments (4)

Data is everything. In fact, thieves are now targeting consumer and business information rather than financial assets, simply because there is so much more value in data. Find out more about how GDPR is changing the way we all work with data in the midst of this Information age. Read More

Solar Energy Portal Service using IoT

A DSF Whitepaper
11 May 2018
Vishwajeet Yadav
Views (1606)
Comments (4)

Traditional sources of energy are in decline and the world is shifting towards renewable forms of energy. There are around 50 solar power plants in India. These power plants incorporate solar power grids, inverters, batteries and various sensors for monitoring and control. There is a requirement for efficiency and to detect system faults; to this end the data generated by sensors must be constantly monitored and analysed. With cloud service technology, solar grids senso... Read More

Artificial Intelligence In Search of Protection

A DSF Whitepaper
10 May 2018
Francesco Corea
Views (1425)
Comments (3)

This paper describes the advantages and costs of patenting, as well as what can be patented today in the AI domain and what instead needs or should be kept undisclosed. Read More

AI in Financial Trading: White Paper

A DSF Whitepaper
02 May 2018
Kirill Goltsman
Views (2620)
Comments (3)

With recent breakthroughs in Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP), financial companies are beginning to pass the task of identifying and executing trades on to automated systems. Algorithmic Trading (AT), smart stock advisors, and ‘self-learning’ Reinforcement Learning (RL) agents now powerful tools in the financial decision-making process. In this white paper, we’ll discuss how financial companies can benefit from th... Read More

Forecasts on AI

A DSF Whitepaper
22 April 2018
Francesco Corea
Views (879)
Comments (3)

This article provides a series of forecasts regarding the development of AI and robotics. We have discussed some AI topics in the previous posts, and it should seem now obvious the extraordinary disruptive impact AI had over the past few years. However, what everyone is now thinking of is where AI will be in five years time. I find it useful then to describe a few emerging trends we start seeing today, as well as make few predictions around machine learning future develo... Read More

Big Data Strategy: tips and practices

A DSF Whitepaper
11 April 2018
Francesco Corea
Views (1523)
Comments (3)

This paper illustrates tips and tools to run a data science practice within an organization. It will also give some tools to understand the stage of data science maturity of the company. Read More

Propensity Modelling for Business

A DSF Whitepaper
02 April 2018
HG Insights
Views (27308)
Comments (3)

Propensity modelling is a statistical approach and a set of techniques which attempts to estimate the likelihood of subjects performing certain types of behaviour (e.g. the purchase of a product) by accounting for independent variables (covariates) and confounding variables that affect such behaviour. Read More

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The whitepapers published on this site have been written by members of the Data Science Foundation and are open to peer review by other members.

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