This work presents a symbiotic filtering approach enabling the exchange of relevant word features among different users in order to improve local anti-spam filters. The local spam filtering is based on a ContentBased Filtering strategy, where word frequencies are fed into a Naive Bayes learner. Several Evolutionary Algorithms are explored for feature selection, including the proposed symbiotic ...

Cooperation and competition among stand-alone swarm agents increase collective fitness of the whole system. A principally new kind of collective systems is demonstrated by some bacteria and fungi, when they build symbiotic organisms. Symbiotic life forms emerge new functional and self-developmental capabilities, which allow better survival of swarm agents in different environments. In this pape...

This paper proposes an approach for learning team behaviour to improve agent intelligence in teamoriented commercial computer games. The approach, named ‘symbiotic learning’, focuses on the exploitation of relevant gameplay experiences. The results of an experiment in the game QUAKE III show the symbiotic learning approach to be able to successfully learn effective agent behaviour. We conclude ...

Semiconductor manufacturing is a highly complex and asset intensive process. Solutions are needed to automate control of equipment and improve efficiency. We describe a symbiotic simulation control system which uses reactive what-if analysis to find a stable configuration of a wet bench tool set. This control system is based on a generic framework for symbiotic simulation. We show that symbioti...

In this paper, a recurrent functional neural fuzzy network (RFNFN) with symbiotic particle swarm optimization (SPSO) is proposed for solving identification and prediction problems. The proposed RFNFN model has feedback connections added in the membership function layer that can solve temporal problems. Moreover, an efficient learning algorithm, called symbiotic particle swarm optimization (SPSO...

The telling of atrocity stories offers therapeutic benefits to healthcare providers. Transcripts of hospice interdisciplinary team (IDT) meetings were used to analyze strategies for telling atrocity stories in the performance of symbiotic niceness through criticism. Symbiotic niceness draws upon niceness messages to establish reciprocal niceness by others in order to facilitate emotional labor....

This paper presents a platform-based teleoperation control approach of symbiotic human-robot system. With frame-based knowledge representation, features of robots, human-robot interface and cooperative operation of symbiotic human-robot system are defined in the Software Platform of Agents and Knowledge Management (SPAK). By means of this software platform, human can communicate with robots usi...

Silver nanoparticle therapeutics using symbiotic organisms can offer solutions to the current obstacles in antimicrobial therapies, because of cost-effective and eco-friendly properties over chemical and physical methods. In this study, we aim to synthesize silver nanoparticles using lichen (Parmotrema tinctorum) extract and evaluation of its antibacterial properties. Synthesized silve...

Symbiosis between living beings is an important driver of evolutionary novelty and ecological diversity; however, understanding the mechanisms underlying obligate mutualism remains a significant challenge. Regarding this, we have previously isolated two different Acanthamoeba strains harboring endosymbiotic bacteria, Protochlamydia (R18 symbiotic amoebae: R18WT) or Neochlamydia (S13 symbiotic a...