Artificial Intelligence and Symbolic Computation: 12th International Conference, AISC 2014, Seville, Spain, December 11-13, 2014. Proceedings (Lecture Notes in Computer Science, 8884)

This book constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Symbolic Computation, AISC 2014, held in Seville, Spain, in December 2014. The 15 full papers presented together with 2 invited papers were carefully reviewed and selected from 22 submissions. The goals were on one side to bind mathematical domains such as algebraic topology or algebraic geometry to AI but also to link AI to domains outside pure algorithmic computing. The papers address all current aspects in the area of symbolic computing and AI: basic concepts of computability and new Turing machines; logics including non-classical ones; reasoning; learning; decision support systems; and machine intelligence and epistemology and philosophy of symbolic mathematical computing. Front Matter....Pages - Proving and Computing: Applying Automated Reasoning to the Verification of Symbolic Computation Systems (Invited Talk)....Pages 1-6 Combining Systems for Mathematical Creativity (Invited Talk)....Pages 7-8 Models for Logics and Conditional Constraints in Automated Proofs of Termination....Pages 9-20 Using Representation Theorems for Proving Polynomials Non-negative....Pages 21-33 A Rule–Based Expert System for Vaginal Cytology Diagnosis....Pages 34-48 Obtaining an ACL2 Specification from an Isabelle/HOL Theory....Pages 49-63 A Direct Propagation Method in Singly Connected Causal Belief Networks with Conditional Distributions for all Causes....Pages 64-75 From Declarative Set Constraint Models to “Good” SAT Instances....Pages 76-87 A Mathematical Hierarchy of Sudoku Puzzles and Its Computation by Boolean Gröbner Bases....Pages 88-98 A Simple GUI for Developing Applications That Use Mathematical Software Systems....Pages 99-119 Conformant Planning as a Case Study of Incremental QBF Solving....Pages 120-131 Dynamic Symmetry Breaking in Itemset Mining....Pages 132-146 A Distance-Based Decision in the Credal Level....Pages 147-156 Multivalued Elementary Functions in Computer-Algebra Systems....Pages 157-167 Rational Conchoid and Offset Constructions: Algorithms and Implementation....Pages 168-179 Algorithmic Aspects of Theory Blending....Pages 180-192 Decomposition of Some Jacobian Varieties of Dimension 3....Pages 193-204 Back Matter....Pages -