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Artificial Life and Computational Intelligence: First Australasian Conference, ACALCI 2015, Newcastle, NSW, Australia, February 5-7, 2015. Proceedings

This book constitutes the refereed proceedings of the First Australasian Conference on Artificial Life and Computational Intelligence, ACALCI 2015, held in Newcastle, NSW, Australia, in February 2015. The 34 revised full papers presented were carefully reviewed and selected from 63 submissions. The papers are organized in the following topical sections: philosophy and theory; game environments and methods; learning, memory and optimization; and applications and implementations.

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Detail Information

Series Title

Lecture Notes in Computer Science 8955 Lecture Notes in Artificial Intelligence

Call Number

[PRO-TIF-008]

Publisher

: Springer International Publishing., 2015

Collation

-

Language

English

ISBN/ISSN

9783319148038

Classification

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Content Type

-

Media Type

-

Carrier Type

-

Edition

-

Subject(s)

Artificial Intelligence

Specific Detail Info

Table of contents : Front Matter....Pages - ALife Using Adaptive, Autonomous, and Individual Agent Control....Pages 1-16 Computational Understanding and Manipulation of Symmetries....Pages 17-30 Ontological and Computational Aspects of Economic-Environmental Modelling....Pages 31-48 Exploring the Periphery of Knowledge by Intrinsically Motivated Systems....Pages 49-61 On the Estimation of Convergence Times to Invariant Sets in Convex Polytopic Uncertain Systems....Pages 62-75 A Sensor Fusion Approach to the Fault Tolerant Control of Linear Parameter Varying Systems....Pages 76-87 Emotions and Their Effect on Cooperation Levels in N -Player Social Dilemma Games....Pages 88-99 Agent-Based Simulation of Stakeholder Behaviour through Evolutionary Game Theory....Pages 100-111 Evolving Cellular Automata for Maze Generation....Pages 112-124 Point of Regard from Eye Velocity in Stereoscopic Virtual Environments Based on Intersections of Hypothesis Surfaces....Pages 125-141 Formalising Believability and Building Believable Virtual Agents....Pages 142-156 Gamification for Education: Designing a Pharmacy Education Game....Pages 157-165 Sound Improves Player Performance in a Multiplayer Online Battle Arena Game....Pages 166-174 Generic Construction of Scale-Invariantly Coarse Grained Memory....Pages 175-184 Transgenic Evolution for Classification Tasks with HERCL ....Pages 185-195 Learning Nursery Rhymes Using Adaptive Parameter Neurodynamic Programming....Pages 196-209 Autonomous Hypothesis Generation as an Environment Learning Mechanism for Agent Design....Pages 210-225 Learning Options for an MDP from Demonstrations....Pages 226-242 A Grammarless Language Generation Algorithm Based on Idiotypic Artificial Immune Networks....Pages 243-257 Evolving Unipolar Memristor Spiking Neural Networks....Pages 258-272 A Genetic Algorithm Solver for Pest Management Control in Island Systems....Pages 273-285 An Evolutionary Algorithm for Deriving Withdrawal Rates in Defined Contribution Schemes....Pages 286-296 Evolving Point Packings in the Plane....Pages 297-309 The Effect of Reactant and Product Selection Strategies on Cycle Evolution in an Artificial Chemistry....Pages 310-322 Use of a High-Value Social Audience Index for Target Audience Identification on Twitter....Pages 323-336 Detecting Anomalies in Controlled Drug Prescription Data Using Probabilistic Models....Pages 337-349 Multi-Phase Feature Representation Learning for Neurodegenerative Disease Diagnosis....Pages 350-359 A Modified Case-Based Reasoning Approach for Triaging Psychiatric Patients Using a Similarity Measure Derived from Orthogonal Vector Projection....Pages 360-372 The MST- k NN with Paracliques....Pages 373-386 Mechanical Generation of Networks with Surplus Complexity....Pages 387-394 Efficient Sensitivity Analysis of Reliability in Embedded Software....Pages 395-408 Identifying Verb-Preposition Multi-Category Words in Chinese-English Patent Machine Translation....Pages 409-421 Wavelet Based Artificial Intelligence Approaches for Prediction of Hydrological Time Series....Pages 422-435 Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval....Pages 436-445

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