Skip to search formSkip to main contentSkip to account menu
  • Publications
  • Influence
Generating ensembles of heterogeneous classifiers using Stacked Generalization
TLDR
Stacking and its variants are described and several examples of application domains are presented and some other methods use automatic methods to determine good Stacking configurations instead of starting from strong initial assumptions.
View on Wiley
Genetic Approach for Optimizing Ensembles of Classifiers
TLDR
Preliminary results have show that the approach finds ensembles of classifiers whose performance is as good as the best techniques, without having to set up manually the classifiers and the ensemble method.
View Paper
A Machine Consciousness Approach to the Design of Human-Like Bots
TLDR
This chapter introduces Machine Consciousness as a new research field applied to the development of human-like behaviour of non-player characters (NPCs) in video games and analyzes the main differences between CC-Bot2 and other bots.
View via Publisher
Web news mining in an evolving framework
View via Publisher
GA-stacking: Evolutionary stacked generalization
TLDR
The results show that the approach finds Stacking configurations that, in the worst case, perform as well as the best techniques, with the advantage of not having to manually set up the structure of the Stacking system.
View via Publisher
CERA-CRANIUM: a test bed for machine consciousness research
TLDR
A novel framework designed as a test bed for machine consciousness cognitive models (MCCM) based on a generalpurpose cognitive architecture that can be integrated in different environments and confronted with different problem domains is described.
Towards conscious-like behavior in computer game characters
TLDR
It is argued that current research efforts in the young field of Machine Consciousness (MC) could contribute to tackle complexity and provide a useful framework for the design of more appealing synthetic characters.
View on IEEE
Simulating visual qualia in the CERA-CRANIUM cognitive architecture.
TLDR
This work addresses the problem of defining qualia in the domain of artificial systems, providing a model of "artificial qualia", and partially applies the proposed model to the generation of visual qualia using the cognitive architecture CERA-CRANIUM, which is modeled after the global workspace theory of consciousness.
View on PubMed
Creating Evolving User Behavior Profiles Automatically
TLDR
This paper combines the evolving classifier with a trie-based user profiling to obtain a powerful self-learning online scheme and develops further the recursive formula of the potential of a data point to become a cluster center using cosine distance.
View on IEEE
Online activity recognition using evolving classifiers
View via Publisher
...
...
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy, Terms of Service, and Dataset License