This collection of papers reflects the international participation that is becoming typical of the Conference on Uncertainty and AI. Increasing contributions from Canadian, European, and Australian researchers have enriched the content of the present proceedings, and have led to the development of broader perspectives and deeper exchanges of technical ideas and experiences. This book comprises such topics as: the relations between alternative formalisms,...