PRICAI 2014: Trends in Artificial Intelligence - 13th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2014, Gold Coast, QLD, Australia, December 1-5, 2014, Proceedings

This book constitutes the refereed proceedings of the 13th Pacific Rim Conference on Artificial Intelligence, PRICAI 2014, held in Gold Coast, Queensland, Australia, in December 2014. The 74 full papers and 20 short papers presented in this volume were carefully reviewed and selected from 203 submissions. The topics include inference; reasoning; robotics; social intelligence. AI foundations; applications of AI; agents; Bayesian networks; neural networks; Markov networks; bioinformatics; cognitive systems; constraint satisfaction; data mining and knowledge discovery; decision theory; evolutionary computation; games and interactive entertainment; heuristics; knowledge acquisition and ontology; knowledge representation, machine learning; multimodal interaction; natural language processing; planning and scheduling; probabilistic.

List of contents

AI foundations.- Applications of AI.- Agents.- Bayesian networks.- Neural networks.- Markov networks.- Bioinformatics.- Cognitive systems.- Constraint satisfaction.- Data mining and knowledge discovery.- Decision theory.- Evolutionary computation.- Games and interactive entertainment.- Heuristics.- Knowledge acquisition and ontology.- Knowledge representation, machine learning.- Multimodal interaction.- Natural language processing.- Planning and scheduling.

Product details

• Assisted by: Park (Editor), Park (Editor), Seong-Bae Park (Editor), Duc-Nghi Pham (Editor), Duc-Nghia Pham (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2014
• EAN: 9783319135595
• ISBN: 978-3-31-913559-5
• No. of pages: 1102
• Dimensions: 173 mm x 241 mm x 54 mm
• Illustrations: XXII, 1102 p. 300 illus.
• Series: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence; Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence; Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; C, Data Mining, Artificial Intelligence, angewandte informatik, Data Warehousing, Informationsrückgewinnung, Information Retrieval, Theoretische Informatik, Wissensbasierte Systeme, Expertensysteme, computer science, Information Retrieval, Social Web, Information Systems Applications (incl. Internet), Computer and Information Systems Applications, Application software, Data Mining and Knowledge Discovery, Mathematical theory of computation, Internet searching, Mathematical logic, Expert systems / knowledge-based systems, Mathematical Logic and Formal Languages, Information Storage and Retrieval, Applied computing, Uncertainty, Formal Languages and Automata Theory