Long-range Correlations in Time Series: Modeling, Testing, Case Study
We investigate a large class of auto-correlated, stationary time series, proposing a new statistical test to measure departure from the base model, known as Brownian moti...
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[New] Handbook of Deep Learning Applications (Springer)
This book presents a broad range of deep-learning applications related to vision, natural language processing, gene expression, arbitrary object recognition, driverless c...
A Simple Approach for Pursuing the “Future of Smart” Vision
This blog will cover the following “Future of Smart” initiative topics: Create a common definition or description of what it means to become “smart” and rally the...
Reinforcement Learning: Coming to a Home Called Yours!
I loved playing StarCraft, though I seldom played against other humans (my sons in particular, because they absolutely kick my butt). But ah, there is finally revenge f...
5 Risks must be addressed by businesses and governements (AI can be magic wand for such cases of risk)
Players in ecommerce, entertainment, finance, Internet and social media space drive and influence risk indicators for not just for themselves but for users of Internet an...
Bringing Big Artificial Intelligence to Life
Data is rampant in the Internet of Things (IoT) Age, during which the exponential growth of data has outpaced the capacity of traditional computing. It has reached maturi...
How to Capture Data to Make Business Impact
Every business challenge that is to be solved with a data-driven decision has a data universe behind it. This data universe is the set of data that could be captured that...
Forward and Reverse Containment Logic – Introduction to Relational Data Logistics
The question of how to structure or arrange data in order to gain worthwhile insights is quite different from the issue of what data to include or how it should be analyz...
The "lxml" Package and xpath Expressions for Web Scraping
The Jupyter notebook at this link contains a tutorial that explains how to use the lxml package and xpath expressions to extract data from a webpage. The tutorial consist...
Announcement: Winner of the Data Science Central Competition
Back in 2017, we posted a problem related to stochastic processes and controlled random walks, offering a $2,000 award for a sound solution, see here for full details. Th...