Abstract
This publication presents key problems of cognitive information systems. Cognitive data analysis systems will first be classified, then their genesis and development will be presented, and then their two main classes will be discussed: UBIAS (Understanding Based Image Analysis Systems) and UBMSS (Understanding Based Management Support Systems). The image analysis class is used to analyse the medical significance of lesions of various human organs. UBMSS systems provide automatic support for the strategic and financial decision-making process in enterprises. Due to the subject discussed here, UBMSS systems will be presented as assets supporting the management of medical units.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Albus, J.S., Meystel, A.M.: Engineering of Mind – An Introduction to the Science of Intelligent Systems. A Wiley-Interscience Publication John Wiley & Sons Inc., Hoboken (2001)
Berners-Lee, T.: Weaving the Web. Texere Publishing (2001)
Berners-Lee, T., Fensel, D., Hendler, J.A., Lieberman, H., Wahlster, W. (eds.): Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential. The MIT Press, Cambridge (2005)
Branquinho, J. (ed.): The Foundations of Cognitive Science. Clarendon Press, Oxford (2001)
Brejl, M., Sonka, M.: Medical image segmentation: Automated design of border detection criteria from examples. Journal of Electronic Imaging 8(1), 54–64 (1999)
Burgener, F.A., Kormano, M.: Bone and Joint Disorders. Thieme, Stuttgart (1997)
Chomsky, N.: Language and Problems of Knowledge: The Managua Lectures. MIT Press, Cambridge (1988)
Cohen, H., Lefebvre, C. (eds.): Handbook of Categorization in Cognitive Science. Elsevier, The Netherlands (2005)
Davis, L.S. (ed.): Foundations of Image Understanding. Kluwer Academic Publishers, Dordrecht (2001)
Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification, 2nd edn. A Wiley-Interscience Publication/John Wiley & Sons, Inc. (2001)
Jurek, J.: On the Linear Computational Complexity of the Parser for Quasi Context Sensitive Languages. In: Pattern Recognition Letters, vol. 21, pp. 179–187. Elsevier, Amsterdam (2000)
Jurek, J.: Recent developments of the syntactic pattern recognition model based on quasi-context sensitive language. Pattern Recognition Letters 2(26), 1011–1018 (2005)
Kłopotek, M.A., Wierzchoń, S.T., Trojanowski, K.: Intelligent Information Processing and Web Mining. In: Proceedings of the International IIS: IIP WM 2004 Conference Held in Zakopane, May 17-20, Springer, Poland (2004)
Lassila, O., Hendler, J.: Embracing web 3.0. IEEE Internet Computing, May-June 2007, pp. 90–93 (2007)
Meystel, A.M., Albus, J.S.: Intelligent Systems – Architecture, Design, and Control. A Wiley-Interscience Publication John Wiley & Sons, Inc., Canada (2002)
Ogiela, L.: Usefulness assessment of cognitive analysis methods in selected IT systems. Ph. D. Thesis. AGH Kraków (2005)
Ogiela, L.: Cognitive Understanding Based Image Analysis Systems (UBIAS) of the Diagnostic Type. In: IEEE International Workshop on Imaging Systems and Techniques – IST, Krakow, Poland, May 4-5 (2007), CD-ROM
Ogiela, L.: UBMSS (Understanding Based Managing Support Systems) as an Example of the Application of Cognitive Analysis in Data Analysis. In: CISIM 2007, IEEE Proceedings 6th International Conference CISIM 2007 – Computer Information Systems and Industrial Management Applications, Ełk, Poland, June 28-30, pp. 77–80 (2007)
Ogiela, L., Tadeusiewicz, R., Ogiela, M.: Cognitive Analysis In Diagnostic DSS-Type IT Systems. In: Rutkowski, L., et al. (eds.) ICAISC 2006. LNCS (LNAI), vol. 4029, pp. 962–971. Springer, Heidelberg (2006)
Ogiela, L., Tadeusiewicz, R., Ogiela, M.R.: Cognitive Approach to Visual Data Interpretation in Medical Information and Recognition Systems. In: Zheng, N., Jiang, X., Lan, X. (eds.) IWICPAS 2006. LNCS, vol. 4153, pp. 244–250. Springer, Heidelberg (2006)
Ogiela, M.R., Tadeusiewicz, R.: Modern Computational Intelligence Methods for the Interpretation of Medical Images. Springer, Heidelberg (2008)
Ogiela, M.R., Tadeusiewicz, R., Ogiela, L.: Intelligent Semantic Information Retrieval In Medical Pattern Cognitive Analysis. In: Gervasi, O., Gavrilova, M.L., Kumar, V., Laganá, A., Lee, H.P., Mun, Y., Taniar, D., Tan, C.J.K. (eds.) ICCSA 2005. LNCS, vol. 3483, pp. 852–857. Springer, Heidelberg (2005)
Ogiela, M.R., Tadeusiewicz, R., Ogiela, L.: Image languages in intelligent radiological palm diagnostics. Pattern Recognition 39, 2157–2165 (2006)
Ogiela, M.R., Tadeusiewicz, R., Ogiela, L.: Graph image language techniques supporting radiological, hand image interpretations. Computer Vision and Image Understanding 103, 112–120 (2006)
Skomorowski, M.: Use of random graph parsing for scene labeling by probabilistic relaxation. Pattern Recognition Letters 20(9), 949–956 (1999)
Skomorowski, M.: Syntactic recognition of distorted patterns by means of random graph parsing. Pattern Recognition Letters 28(5), 572–581 (2007)
Tadeusiewicz, R., Ogiela, L., Ogiela, M.R.: Cognitive Analysis Techniques in Business Planning and Decision Support Systems. In: Rutkowski, L., et al. (eds.) ICAISC 2006. LNCS (LNAI), vol. 4029, pp. 1027–1039. Springer, Heidelberg (2006)
Tadeusiewicz, R., Ogiela, M.R.: Medical Image Understanding Technology. In: Artificial Intelligence and Soft-Computing for Image Understanding. Springer, Heidelberg (2004)
Tadeusiewicz, R., Ogiela, M.R.: New Proposition for Intelligent Systems Design: Artificial Understanding of the Images as the Next Step of Advanced Data Analysis after Automatic Classification and Pattern Recognition. In: Kwasnicka, H., Paprzycki, M. (eds.) Proceedings 5th International Conference on Intelligent Systems Design and Application - ISDA 2005, Wrocław, September 8-10, pp. 297–300. IEEE Computer Society Press, Los Alamitos (2005)
Tadeusiewicz, R., Ogiela, M.R.: Automatic Image Understanding - A New Paradigm for Intelligent Medical Image Analysis. Bio-Algorithms And Med-Systems 2(3), 5–11 (2006)
Tadeusiewicz, R., Ogiela, M.R.: Why Automatic Understanding? In: Beliczynski, B., Dzielinski, A., Iwanowski, M., Ribeiro, B. (eds.) ICANNGA 2007. LNCS, vol. 4432, pp. 477–491. Springer, Heidelberg (2007)
Tadeusiewicz, R., Ogiela, M.R., Ogiela, L.: A New Approach to the Computer Support of Strategic Decision Making in Enterprises by Means of a New Class of Understanding Based Management Support Systems. In: Saeed, K., Abraham, A., Mosdorf, R. (eds.) CISIM 2007 – IEEE 6th International Conference on Computer Information Systems and Industrial Management Applications, Elk, Poland, June 28-30, pp. 9–13. IEEE Computer Society, Los Alamitos (2007)
Tadeusiewicz, R., Ogiela, M.R.: Automatic Understanding of Images. In: Adipranata, R. (ed.) Proceedings of International Conference on Soft Computing, Intelligent System and Information Technology (ICSIIT 2007), Bali - Indonesia, July 26-27. Special Book for Keynote Talks, Informatics Engineering Department, pp. 13–38. Petra Christian University, Surabaya (2007)
Tanaka, E.: Theoretical aspects of syntactic pattern recognition. Pattern Recognition 28, 1053–1061 (1995)
Zhong, N., RaÅ›, Z.W., Tsumoto, S., Suzuki, E. (eds.): Foundations of Intelligent Systems. 14th International Symposium, ISMIS 2003, Maebashi City, Japan (2003)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Ogiela, L. (2010). Computational Intelligence in Cognitive Healthcare Information Systems. In: Bichindaritz, I., Vaidya, S., Jain, A., Jain, L.C. (eds) Computational Intelligence in Healthcare 4. Studies in Computational Intelligence, vol 309. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14464-6_16
Download citation
DOI: https://doi.org/10.1007/978-3-642-14464-6_16
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-14463-9
Online ISBN: 978-3-642-14464-6
eBook Packages: EngineeringEngineering (R0)