Mining tools and patent analytics: new capabilities

Visual Data Mining - Theory, Techniques and Tools for Visual Analytics

When writing can change your life, when writing can enrich you by offering much money, why don't you try it? Are you still very confused of where getting the ideas? Do you still have no idea with what you are going to write? Now, you will need reading. A good writer is a good reader at once. You can define how you write depending on what books to read. This visual data mining theory techniques ...

How a Traditional Company Seeded New Analytics Capabilities

Fueled by the Internet of things (IoT) and big data, business analytics is an essential capability for digital transformation.3 However, some long-established companies have experienced challenges in attempting to adopt new digital technologies, including business analytics, and derive value from them.4 Some organizational requirements for successfully using data-driven insights—such as horizon...

NetMine: New Mining Tools for Large Graphs

Predictive analytics and data mining

2 Predictive analytics in general 9 2.1 Supervised learning . . . . . . . . . . . . . . . . . . . . . . . . . . 9 2.2 Data cleaning and recoding . . . . . . . . . . . . . . . . . . . . . . 10 2.3 Linear regression . . . . . . . . . . . . . . . . . . . . . . . . . . . 12 2.4 Interpreting coefficients of a linear model . . . . . . . . . . . . . . 13 2.5 Evaluating performance . . . . . . . . . . ...

New Tools for Talent Management: The Age of Analytics

ALMOST EVERYONE AGREES ON THE IMPORTANCE OF TALENT AS A CRUCIAL ASSET TO BE managed in today’s globally competitive business environment, but effectively managing talent has become a more strategic, less intuitive pursuit than in the past. A successful talent strategy needs to be multifaceted, aligned with business goals, prompted not by “gut” managerial attitudes and decision making but by fac...