By Francisco Martínez-Álvarez, Alicia Troncoso, Héctor Quintián, Emilio Corchado
This quantity constitutes the refereed lawsuits of the eleventh overseas convention on Hybrid man made clever platforms, HAIS 2016, held in Seville, Spain, in April 2016.
The sixty three complete papers released during this quantity have been conscientiously reviewed and chosen from one hundred fifty submissions. they're equipped in topical sections on facts mining and data discovery; time sequence; bio-inspired versions and evolutionary computation; studying algorithms; video and snapshot; class and cluster research; purposes; bioinformatics; and hybrid clever platforms for facts mining and applications.
Read or Download Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings PDF
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Additional info for Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings
The diversity of the found MCPSs are also an indication that fully and automatically exploiting diﬀerent combinations of data cleaning and preprocessing techniques is possible and highly beneﬁcial for diﬀerent predictive models. This can have a big impact on high quality predictive models development, maintenance and scalability aspects needed in modern application and deployment scenarios. Keywords: KDD process · CASH problem · Bayesian optimisation Data mining and decision support systems · Data preprocessing 1 · Introduction Performance of data-driven predictive models heavily relies on the quality and quantity of data used to build them.
Zeleznikow, J. ) Proceedings of the Workshop on Legal and Negotiation Decision Support Systems (LDSS 2009), pp. 13–28. Huygens Editorial, Barcelona (2009) 14. : Using case-based reasoning to support alternative dispute resolution. In: de Leon F. M. ) Distributed Computing and Artiﬁcial Intelligence. AISC, vol. 79, pp. 123–130. Springer, Heidelberg (2010) 15. : Using case-based reasoning and principled negotiation to provide decision support for dispute resolution. Knowl. Inf. Syst. 36, 789–826 (2013) 16.
Knowl. Inf. Syst. 27(1), 1–21 (2011) 15. : Mapping and cleaning. In: IEEE 30th International Conference on Data Engineering (ICDE 2014), pp. 232–243. IEEE (2014) 16. : Incremental data fusion based on provenance information. , Fourman, M. ) Buneman Festschrift 2013. LNCS, vol. 8000, pp. 339–365. Springer, Heidelberg (2013) 17. : Discovering frequent patterns from uncertain data streams with time-fading and landmark models. T. Large-Scale DataKnowl. Centered Syst. M. Almendros-Jim´enez and A. Cuzzocrea 18.
Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings by Francisco Martínez-Álvarez, Alicia Troncoso, Héctor Quintián, Emilio Corchado