Meta-learning has been accepted, in the last five years, as a proper machine learning
research field. In this concrete area of interest, the way in which different theories, each one …

The need for expressing and using metalevel knowledge is emerging in the design of
several kinds of AI systems. The careful distinction between object-level and metalevel …

The metaverse is attracting considerable attention recently. It aims to build a virtual
environment that people can interact with the world and cooperate with each other. In this …

Researchers have studied problems in metacognition both in computers and in humans. In
response some have implemented models of cognition and metacognitive activity in various …

This paper presents a novel approach for meta-level information extraction (IE). The
common IE process model is extended by utilizing transfer knowledge and meta-features …

This position paper first defines the research field of applied data science at the intersection
of domain expertise, data mining, and engineering capabilities, with particular attention to …

Mining Big Data in Real Time 1 Introduction Page 1 Informatica 37 (2013) 15–20 15 Mining
Big Data in Real Time Albert Bifet Yahoo! Research Barcelona Avinguda Diagonal 177, 8th …

This paper presents new measures, based on the induced decision tree, to characterise
datasets for meta-learning in order to select appropriate learning algorithms. The main idea …

The rapid growth of the Web in the past two decades has made it the largest publicly
accessible data source in the world. Web mining aims to discover useful information or …

Evolving data into mining solutions for insights Page 1 28 August 2002/Vol. 45, No. 8
COMMUNICATIONS OF THE ACM he capacity of digital data storage worldwide has doubled …