A New SOM Initialization Algorithm for Nonvectorial Data

  • Authors:

  • Antonino Fiannaca;Riccardo Rizzo;Alfonso Urso;Salvatore Gaglio

  • Affiliations:

  • Dipartimento di Ingegneria Informatica, Universitá di Palermo, Italy and ICAR-CNR, Consiglio Nazionale delle Ricerche, Palermo, Italy;ICAR-CNR, Consiglio Nazionale delle Ricerche, Palermo, Italy;ICAR-CNR, Consiglio Nazionale delle Ricerche, Palermo, Italy;Dipartimento di Ingegneria Informatica, Universitá di Palermo, Italy and ICAR-CNR, Consiglio Nazionale delle Ricerche, Palermo, Italy

  • Venue:
  • KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part I
  • Year:
  • 2008

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Abstract

The human decision making process has been characterized as relatively sequential, limited by cognitive processes, and influenced by previous experience. Under conditions associated with real-time decisions, humans can experience emotional intensity, ...