Stephen José Hanson

Books by this Editor

Foundational Issues in Human Brain Mapping

Edited By Stephen José Hanson, Martin Bunzl

The field of neuroimaging has reached a watershed. Brain imaging research has been the source of many advances in cognitive neuroscience and cognitive science over the last decade, but recent critiques and emerging trends are raising foundational issues of methodology, measurement, and theory. Indeed, concerns over interpretation of brain maps have created serious controversies in social...

Computational Learning Theory and Natural Learning Systems, Volume 3

Selecting Good Models

Edited By Thomas Petsche, Stephen José Hanson, Jude Shavlik

This is the third in a series of edited volumes exploring the evolving landscape of learning systems research which spans theory and experiment, symbols and signals. It continues the exploration of the synthesis of the machine learning subdisciplines begun in volumes I and II. The nineteen contributions cover learning theory, empirical comparisons of learning algorithms, the use of prior...

Computational Learning Theory and Natural Learning Systems, Volume 2

Intersections between Theory and Experiment

Edited By Stephen José Hanson, Michael J. Kearns, Thomas Petsche, Ronald L. Rivest

As with Volume I, this second volume represents a synthesis of issues in three historically distinct areas of learning research: computational learning theory, neural network research, and symbolic machine learning. While the first volume provided a forum for building a science of computational learning across fields, this volume attempts to define plausible areas of joint research: the...