Abstract
Information processing plays an important role in virtually all systems. We examine a range of systems, that cover healthcare, engineering, aviation and education. This chapter presents some of the most recent advances in information processing technologies. A brief outline is presented with background about knowledge representation and AI in decision making. A brief outline of each chapters is also included.
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References
Ackley, H., Hinton, E., Sejnowski, J.: A learning algorithm for boltzmann machines. Cognitive Science, 147–169 (1985)
Balbo, F., Pinson, S.: A transportation decision support system in agent-based environment. Intelligent Decision Technologies 1(3), 97–115 (2007)
Beyer, H.: The Theory of Evolutionary Strategies. Springer, Berlin (2001)
Bichindaritz, I., Marling, C.: Case-based reasoning in the health sciences: What’s next? Artificial Intelligence in Medicine 36, 127–135 (2006)
Bigus, J.P., Bigus, J.: Constructing Intelligent Agents Using Java: Professional Developer’s Guide, 2nd edn. Wiley, New York (2001)
Bourg, D.M., Seeman, G.: AI for Game Developers. O’Reilly Media, Sebastopol (2004)
Bratman, M.E.: What is intention? In: Cohen, P.R., Morgan, I.L., Pollock, M.E. (eds.) Communications, pp. 15–32. MIT Press, Cambridge (1990)
Callan, R.: Artificial Intelligence. Palgrave MacMillan, Hampshire (2003)
Campbell, M., Jr., A.J.H., Hsu, F.: Deep blue. Artificial Intelligence 134(1-2), 57–83 (2002)
Carpenter, G., Grossberg, S.: Art 2: Self-organization of stable category recognition codes for analog input patterns. Applied Optics 26(23), 4919–4930 (1987)
Cerrito, P.B.: Choice of antibiotic in open heart surgery. Intelligent Decision Technologies 1(1-2), 63–69 (2007)
Chan, C.: An expert decision support system for monitoring and diagnosis of petroleum production and separation processes. Expert Systems with Applications 29, 127–135 (2005)
Chauhan, B.K., Hanmandlu, M.: Load forecasting using wavelet fuzzy neural network. International Journal of Knowledge-Based and Intelligent Engineering Systems 13(4), 1327–2314 (2010)
Coram, R.: Boyd: The Fighter Pilot who changed the Art of War. Little Brown and Company, Boston (2002)
Crispin, A., Rankov, V.: Evolutionary algorithm for pcb inspection. International Journal of Knowledge-Based and Intelligent Engineering Systems 13(4), 1327–2314 (2009)
De Paz, J.F., Rodríguez, S., Bajo, J., Corchado, J.M.: Case-based reasoning as a decision support system for cancer diagnosis: A case study. Int. J. Hybrid Intell. Syst. 6(2), 97–110 (2009)
Dhar, V., Stein, R.: Intelligent decision support methods: the science of knowledge work. Prentice-Hall, Inc., Upper Saddle River (1997)
d’Inverno, M., Kinny, D., Luck, M., Wooldridge, M.: A formal specification of dMARS. In: Agent Theories, Architectures, and Languages, pp. 155–176 (1997)
Dodson, C.S., Johnson, M.K., Schooler, J.W.: The verbal overshadowing effect: why descriptions impair face recognition. Mem. Cognit. 25(2), 129–139 (1997)
Emden, M.H.V., Kowalski, R.A.: The semantics of predicate logic as a programming language. J. ACM 23(4), 733–742 (1976)
Fazlollahi, B., Vahidov, R.: Multi-agent decision support system incorporating fuzzy logic. In: 19th International Conference of the North American Fuzzy Information Processing Society, NAFIPS, pp. 246–250 (2000)
Feigenbaum, E., McCorduck, P., Nii, H.P.: The Rise of the Expert Company. Times Books, New York (1988)
Franklin, S., Graesser, A.: Is it an agent, or just a program?: A taxonomy for autonomous agents. In: Proceedings of the Third International Workshop on Agent Theories, Architectures and Languages, Budapest, Hungary, pp. 193–206 (1996)
Freeman, E., Freeman, E.: Head First: Design Patterns. O’Rielly, Sebastopol (2004)
Frize, M., Yang, L., Walker, R., O’Connor, A.: Conceptual framework of knowledge management for ethical decision-making support in neonatal intensive care. IEEE Transactions on Information Technology in Biomedicine 9, 205–215 (2005)
Grevier, D.: AI – The Tumultuous History of the Search for Artificial Intelligence. Basic Books, New York (1993)
Grossberg, S.: Competitive learning: From interactive activation to adaptive resonance. Cognitive Science 11, 23–63 (1987)
Hammond, G.T.: The Mind of War: John Boyd and American Security. Smithsonian Institution Press, Washington (2004)
Haugeland, J.: Artificial Intelligence: The Very Idea. MIT Press, Cambridge (1985)
Holland, J.: Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence. MIT Press, Cambridge (1975)
Hopfield, J.: Neurons with graded responses have collective computational properties like those of two-state neurons. Proceedings of the National Academy of Sciences (USA) 81, 3088–3092 (1984)
Iliadis, L.: A decision support system applying an integrated fuzzy model for long-term forest fire risk estimation. Environmental Modelling and Software 20, 613–621 (2005)
Jackson, P.: Introduction to Expert Systems, 3rd edn. Addison-Wesley, Reading (1999)
Jain, A., Jain, A., Jain, S., Jain, L. (eds.): Artificial Intelligence Techniques in Breast Cancer Diagnosis and Prognosis. Machine Perception and Artificial Intelligence, vol. 39. World Scientific Publishing, Hackensack (2000)
Jennings, N., Wooldridge, M.: Software agents. IEE Review, The Institution of Engineering and Technology (IET) 42(1), 17–20 (1996)
Jiang, E.: Detecting spam email by radial basis function networks. International Journal of Knowledge-Based and Intelligent Engineering Systems 11(6), 409–418 (2007)
Jones, M.T.: AI Application Programming. Charles River Media, Inc., Hingham (2003)
Kanoh, H.: Dynamic route planning for car navigation systems using virus genetic algorithms. International Journal of Knowledge-Based and Intelligent Engineering Systems 11(1), 65–78 (2007)
Kenneth, I.C., Bowen, A., Buettner, A., Turk, A.K.: The design and implementation of a high-speed incremental portable prolog compiler. In: Shapiro, E. (ed.) ICLP 1986. LNCS, vol. 225, pp. 650–656. Springer, Heidelberg (1986)
Khazab, M., Tweedale, J., Jain, L.: Web-based multi-agent system architecture in a dynamic environment. International Journal of Knowledge-Based and Intelligent Engineering Systems 14(4), 217–227 (2010)
Kirkpatrick, S., Gelatt, C.D., Vecchi, M.P.: Optimization by simulated annealing. Science 220(4598), 671–680 (1983)
Klien, G.: Sources of Power. MIT Press, Cambridge (1998)
Klien, G.A.: Recognition-primed decisions. In: Rouse, W.B. (ed.) Advances in Man Machine System Research, vol. 5, pp. 47–92. JAI Press, Greenwich (1989)
Klien, G.A.: A recognition-primed decision (RPD) model of rapid decision making. In: Klien, G.A., Orasanu, J., Calderwood, R., Zsambok, C.E. (eds.) Decision Making in Action: Models and Methods, pp. 138–147. Aplex Publishing Coroporation (1993)
Klien, G.A., Calderwood, R., McGregor, D.: Critical decision method of eliciting knowledge. IEEE Transactions on Systems, Man and Cybernetics 19, 462–472 (1989)
Knuth, D.: The art of computer programming. In: Grace Murray Hopper Award. Association for Computing Machinery, ACM Press, New York (1971)
Kotsiantis, S., Tzelepis, D., Koumanakos, E., Tampakas, V.: Selective costing voting for bankruptcy prediction. International Journal of Knowledge-Based and Intelligent Engineering Systems 11(2), 409–418 (2007)
Koza, J.: Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge (1992)
Kubota, N., Kamijima, S.: Intelligent control for vision-based soccer robots. International Journal of Knowledge-Based and Intelligent Engineering Systems 10(1), 83–91 (2007)
Lambert, D., Scholz, J.: Ubiquitous command and control. Intelligent Decision Technologies 1(3), 157–173 (2007)
Linsker, R.: Self-organization in a perceptual network. Computer 21(3), 105–117 (1988)
Liu, T.-I., Khan, W.H., Oh, C.T.: A knowledge-based system of high speed machining for the manufacturing of products. International Journal of Knowledge-Based and Intelligent Engineering Systems 14(4), 185–199 (2010)
Mackworth, A.: The coevolution of AI and AAAI. AI Magazine 26, 51–52 (2005)
McCarthy, J.: Programs with common sense. In: Symposium on Mechanization of Thought Processes, National Physical Laboratory, Teddington (1958)
McCorduck, P.: Machines who think, pp. 1–375. Freeman, San Francisco (1979)
Minsky, M.: Society of Mind. Simon and Schuster, Pymble (1985)
Minsky, M.L., Papert, S.A.: Perceptrons. MIT Press, Cambridge (1969)
Nadathur, G., Miller, D.: Higher-order horn clauses. J. ACM 37(4), 777–814 (1990)
Negoita, M.G., Arslan, T.: Adaptive hardware/evolvable hardware – the state of the art and the prospectus for future development. International Journal of Knowledge-Based and Intelligent Engineering Systems 12(3), 183–185 (2009)
Nilsson, N.: Artificial Intelligence: A New Synthesis. Morgan Kaufmann Publishers, San Francisco (1998)
Nolfi, S., Elman, J.L., Parisi, D.: Learning and evolution in neural networks. Technical report, Technical Report 9019, Center for Research in Language. University of California, San Diego (1990)
Phillips-Wren, G., Jain, L.: Preface. In: Phillips-Wren, G., Jain, L. (eds.) Intelligent Decision Support Systems in Agent-Mediated Environments. Frontiers in Articial Intelligence and Applications, vol. 115, pp. vii – ix. IOS Press, Amsterdam (2005)
Poole, D., Mackworth, A., Goebel, R.: Computational Intelligence: A Logical Approach. Oxford University Press, New York (1998)
Rao, A., Georgeff, M.: BDI Agents: From theory to practice. In: Proceedings for the 1st International Conference on Multi-Agent Systems (ICMAS 1995), pp. 312–319. AAAI Press, California (1995)
Rasmussen, J.: Outlines of a hybrid model of the process plant operator. In: Sheridan, T.B., Johannsen, G. (eds.) Monitoring Behaviour and Supervisory Control. Plenum Press, New York (1976)
Rasmussen, J.: Skills, signs, and symbols, and other distinctions in human performance models. System Design for Human Interaction 13(3), 291–300, IEEE Transactions on Systems, Man, and Cybernetics, Piscataway, NJ, USA (1983)
Rasmussen, J.: Information Processing and Human-Machine Interaction: An Approach to Cognitive Engineering. Elsevier Science Inc., Amsterdam (1986)
Rasmussen, J.: Diagnostic reasoning in action. IEEE Transactions on Systems, Man, and Cybernetics 23(4), 981–992 (1993)
Rasmussen, J., Pejtersen, A.M., Goodstein, L.P.: Cognitive Systems Engineering. John Wiley & Sons Inc., Chichester (1994)
Rasmussen, J., Pejtersen, A.M., Schmidt, K.: Taxonomy for cognitive work analysis. Technical report, Risø National Laboratory (September 1990)
Ren, X., Thompson, H.A., Fleming, P.J.: An agent-based system for distributed fault diagnosis. International Journal of Knowledge-Based and Intelligent Engineering Systems 10(5), 319–335 (2006)
Rich, E., Knight, K.: Artificial Intelligence. McGraw-Hill College, New York (1991)
Ross, T.J.: Fuzzy Logic with Engineering Application, 3rd edn. Wiley, Chichester (2010)
Rumelhart, D., Hinton, G., Williams, R.: Learning internal representations by error propagation. In: Rumelhart, D., McClelland, J. (eds.) Parallel Distributed Processing: Explorations in the Microstructure of Cognition, vol. 1, MIT Press, Cambridge (1986)
Russell, S.J., Norvig, P.: Artificial Intelligence: A Modern Approach, 2nd edn. Prentice Hall, Pearson Education, Inc., Upper Saddle River, NJ, USA (2003)
Schütz, H.: Generating minimal herbrand models step by step. In: Murray, N.V. (ed.) TABLEAUX 1999. LNCS (LNAI), vol. 1617, pp. 263–277. Springer, Heidelberg (1999)
Stanley, K.O., Bryant, B.D., Miikkulainen, R.: Evolving neural network agents in the nero video game. In: Proceedings of the IEEE 2005 Symposium on Computational Intelligence and Games (CIG 2005). IEEE, Piscataway (2005)
Stanley, K.O., Bryant, B.D., Miikkulainen, R.: Real-time neuroevolution in the nero video game. IEEE Transactions on Evolutionary Computation 9, 653–668 (2005)
Stanley, K.O., Miikkulainen, R.: Evolving neural networks through augmenting topologies. Technical Report AI2001-290, Department of Computer Sciences. The University of Texas at Austin (2002)
Sutton, R.S.: Learning to predict by the methods of temporal differences. Machine Learning 3, 9–44 (1988)
Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. MIT Press, Cambridge (1998)
Taghezout, N., Zaraté, P.: Supporting a multi-criterion decision making and multi-agent negotiation in manufacturing systems. Intelligent Decision Technologies 3(3), 139–155 (2009)
Thagard, P.R.: Computational Philiosphy of Science. MIT Press, Cambridge (1993)
Turing, A.: Intelligent machinery. In: Meltzer, D. (ed.) Machine Intelligence, vol 5, pp. 3 – 23. Edinburgh University Press, Orginally, a National Physics Laboratory Report (1948)
Turing, A.: Computing machinery and intelligence. Mind 59(236), 433–460 (1950) (unpublished until 1968)
Urlings, P.J.M., Spijkervet, A.L.: Expert systems for decision support in military aircraft. In: Murthy, T.K.S., Münch, R.E. (eds.) Computational Mechanics Publications, pp. 153–173. Springer, Heidelberg (1987)
Valluri, A., Croson, D.: Agent learning in supplier selection models. Decision Support Systems 39, 219–240 (2005)
Vincente, K.J.: CongnitiveWork Analysis: Towards Safe, Productive and Healthy Computer-Based Work. Lawrence Erlbaum Associatesn, Mahwah (1999)
Watkins, C.J., Dayan, P.: Technical note: Q-learning. Machine Learning 8(3), 279–292 (1992)
Wirth, N.: Hardware architectures for programming languages and programming languages for hardware architectures. SIGARCH Comput. Archit. News 15(5), 2–8 (1987)
Wooldridge, M., Muller, J., Tambe, M.: Agent theories, architectures, and languages: A bibliography. In: Intelligent Agents II Agent Theories, Architectures, and Languages, pp. 408–431. Springer, Heidelberg (1996)
Zadeh, L.A.: Fuzzy sets. Information and Control 8(3), 338–353 (1965)
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Tweedale, J., Jain, L. (2012). Advances in Information Processing Paradigms. In: Watanabe, T., Jain, L.C. (eds) Innovations in Intelligent Machines – 2. Studies in Computational Intelligence, vol 376. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23190-2_1
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