Abstract
In this chapter, we introduce the reader to the scope and content of the book which is a research monograph on the artificial immune system paradigm of machine learning. The book topic falls within the, so-called, biologically motivated computing paradigm, in which biology provides the source of models and inspiration towards the development of computational intelligence and machine learning systems. Specifically, artificial immune systems are presented as a valid metaphor towards the creation of abstract and high level representations of biological components or functions. We summarize the book and outline each subsequent chapter.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Attwood, T.K., Parry-Smith, D.J.: Introduction to Bioinformatics. Prentice Hall, New Jersey (1999)
Lampropoulos, A., Sotiropoulos, D.G.: (2010). A music recommender based on artificial immune systems. Multimedia Systems
Li, T., Ogihara, M., Li, Q.: A comparative study on content-based music genre classification. In: SIGIR ’03: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Informaion Retrieval, pp. 282–289. ACM, New York, NY, USA (2003)
Paton, R.: Computing with Biological Metaphors. Chapman & Hall, Boca Raton (1994)
Schwan, H.P.: Biological Engineering. McGraw-Hill, New York (1969)
Sotiropoulos, D., Lampropoulos, A., Tsihrintzis, G.: Artificial immune system-based music piece similarity measures and database organization. In: Proceedings of 5th EURASIP Conference, pp. 5, vol. 254 (2005)
Sotiropoulos, D., Lampropoulos, A., Tsihrintzis, G.: Artificial immune system-based music genre classification. In: New Directions in Intelligent Interactive Multimedia. Studies in Computational Intelligence, pp. 191–200, vol. 142 (2008)
Sotiropoulos, D., Tsihrintzis, G.: Immune System-based Clustering and Classification Algorithms. Mathematical Methods in (2006)
Sotiropoulos, D.N., Tsihrintzis, G.A., Savvopoulos, A., Virvou, M.: Artificial immune system-based customer data clustering in an e-shopping application. In: Proceedings, Part I Knowledge-Based Intelligent Information and Engineering Systems, 10th International Conference, KES 2006, October 9–11, 2006, pp. 960–967. Bournemouth, UK (2006)
Tzanetakis, G., Cook, P.R.: Music genre classification of audio signals. IEEE Trans. Speech Audio Process. 10(5), 293–302 (2002)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this chapter
Cite this chapter
Sotiropoulos, D.N., Tsihrintzis, G.A. (2017). Introduction. In: Machine Learning Paradigms. Intelligent Systems Reference Library, vol 118. Springer, Cham. https://doi.org/10.1007/978-3-319-47194-5_1
Download citation
DOI: https://doi.org/10.1007/978-3-319-47194-5_1
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-47192-1
Online ISBN: 978-3-319-47194-5
eBook Packages: EngineeringEngineering (R0)