Various disciplines have examined the many phenomena of metacognition and have
produced numerous results, both positive and negative. I discuss some of these aspects of …

Complex-valued neural networks Complex-Valued Neural Networks Page 2 IEEE Press 445
Hoes Lane Piscataway, NJ 08854 IEEE Press Editorial Board 2013 John Anderson, Editor in …

Case-based reasoning (CBR) is an approach to problem solving that emphasizes the role of
prior experience during future problem solving (ie, new problems are solved by reusing and …

Recent applications of autonomous agents and robots have brought attention to crucial trust-
related challenges associated with the current generation of artificial intelligence (AI) …

The embodied and situated approach to artificial intelligence (AI) has matured and become
a viable alternative to traditional computationalist approaches with respect to the practical …

To construct a perpetual self-aware cognitive agent that can continuously operate with
independence, an introspective machine must be produced. To assemble such an agent, it …

In this article, we describe an approach to autonomous system construction that not only
supports self-awareness but also formal verification. This is based on modular construction …

Classification accuracy for case-based classifiers depends critically on the features used for
case retrieval. Feature extraction from deep learning classifier models has proven a useful …

We present a metacognitive, integrated, dual-cycle architecture whose function is to provide
agents with a greater capacity for acting robustly in a dynamic environment and managing …

Design of optimal plans for environmental planning and management applications should
ideally consider the multiple quantitative and qualitative criteria relevant to the problem. For …