Smarter Features, Simpler Learning?

Education for a Smarter Planet: The Future of Learning

Guidance to aid CIOs in strategic investment efforts The value of consumer IT, open platforms, and cloud computing in the future of education Practical examples of how enabling technologies are used today Redguides for Business Leaders 1 Introduction This IBM® Redguide™ publication is a supplement to the Future of Learning: Executive Insights Report. It provides an in-depth investigation into t...

Who is Smarter? Intelligence Measure of Learning-based Cognitive Radios

Cognitive radio (CR) is considered as a key enabling technology for dynamic spectrum access to improve spectrum efficiency. Although the CR concept was invented with the core idea of realizing “cognition”, the research on measuring CR cognitive capabilities and intelligence is largely open. Deriving the intelligence measure of CR not only can lead to the development of new CR technologies, but ...

Distributed Online Learning and Stream Processing for a Smarter Planet

Smarter Planet applications for transportation, healthcare, energy and utilities have been enabled by the confluence of technological advancements in sensing, communication, and compute systems, and analysis algorithms. These applications have have several novel characteristics in terms of their distributed nature, their analysis, security and privacy needs, their performance scaling needs, and...

The Smarter Crowd: Active Learning, Knowledge Corroboration, and Collective IQs

Crowdsourcing mechanisms such as Amazon Mechanical Turk (AMT) or the ESP game are now routinely being used for labelling data for machine learning and other computational intelligence applications. I will discuss three important aspects of crowdsourcing which can help us tap into this powerful new resource in a more efficient way. When obtaining training data from a crowdsourcing system for the...

Machine Learning for Smarter Load Segmentation - White paper | Oracle