Tag Archives: genetics-based machine learning

IWLCS 2010 – Discussion session on LCS / XCS(F)

I just got an email from Martin Butz about a discussion session being planned for IWLCS 2010 and his request to pass it along. Hope all is well and you are going to attend GECCO this year. Regardless if you

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LCS and Software Development

“On the Road to Competence” is a slide deck by Jurgen Appelo with interesting analogies between learning classifier systems and software development. Definitely worth taking a look at it. Related posts:NIGEL 2006 Part II: Dasgupta vs. Booker Large Scale Data Mining using Genetics-Based Machine Learning Software for fast rule matching using vector instructions

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  1. NIGEL 2006 Part II: Dasgupta vs. Booker
  2. Large Scale Data Mining using Genetics-Based Machine Learning
  3. Software for fast rule matching using vector instructions

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Large Scale Data Mining using Genetics-Based Machine Learning

Below you may find the slides of the GECCO 2009 tutorial that Jaume Bacardit and I put together. Hope you enjoy it.
Slides
Abstract
We are living in the peta-byte era.We have larger and larger data to analyze, process and transform into useful answers for the domain experts. Robust data mining tools, able to cope with petascale volumes […]

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  1. Observer-Invariant Histopathology using Genetics-Based Machine Learning
  2. Deadline extended for special issue on Metaheuristics for Large Scale Data Mining
  3. [BDCSG2008] Algorithmic Perspectives on Large-Scale Social Network Data (Jon Kleinberg)

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NIGEL 2006 Part VI: Bacardit

After coming back from GECCO I just uploaded the last of the NIGEL 2006 talks at LCS & GBML Central. This last talk was by Jaume Bacardit and GBML for protein structure prediction.

Related posts:NIGEL 2006 Part V: Bernardó vs. LanziNIGEL 2006 Part IV: Llorà vs. CasillasNIGEL 2006 Part III: Butz vs. Barry

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  1. NIGEL 2006 Part V: Bernardó vs. Lanzi
  2. NIGEL 2006 Part IV: Llorà vs. Casillas
  3. NIGEL 2006 Part III: Butz vs. Barry

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NIGEL 2006 revisited (Part VI): Bacardit

This is the last of the NIGEL talks NIGEL 2006 talks. Enjoy this last one Jaume Bacardit Video [vimeo clip_id=5065758 width=”432″ height=”320″] Slides [slideshare id=1384657&doc=nigel-2006-bacardit-090504154202-phpapp02]

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NIGEL 2006 Part V: Bernardó vs. Lanzi

After the vacation break, two more NIGEL 2006 talks are available at LCS & GBML Central. This week Ester Bernardó presents how LCS can perform in the presence of class imbalance, whereas Lanzi continues his quest on computed predictions.

Related posts:NIGEL 2006 Part IV: Llorà vs. CasillasTranscoding NIGEL 2006 videosNIGEL 2006 Part III: Butz […]

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  1. NIGEL 2006 Part IV: Llorà vs. Casillas
  2. Transcoding NIGEL 2006 videos
  3. NIGEL 2006 Part III: Butz vs. Barry

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NIGEL 2006 revisited (Part V): Bernadó and Lanzi

After a brief break, the two last rounds of talks are coming. This week two more NIGEL 2006 talks. Enjoy this fifth release, Bernadó vs. Lanzi. Ester Bernardó-Mansilla Video [vimeo clip_id=5065762 width=”432″ height=”320″] Slides [slideshare id=1384643&doc=nigel-2006-bernado-090504153926-phpapp02] Pier Luca Lanzi Video … Continue reading

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NIGEL 2006 Part IV: Llorà vs. Casillas

Two more NIGEL 2006 talks are available at LCS & GBML Central. This week Xavier Llorà presents how linkage learning can be achieve in Pittsburgh LCS, whereas Jorge Casillas reviews his work using XCS and Fuzzy LCS.

Related posts:NIGEL 2006 Part III: Butz vs. BarryNIGEL 2006 Part II: Dasgupta vs. BookerNIGEL 2006 Part V: […]

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  1. NIGEL 2006 Part III: Butz vs. Barry
  2. NIGEL 2006 Part II: Dasgupta vs. Booker
  3. NIGEL 2006 Part V: Bernardó vs. Lanzi

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NIGEL 2006 revisited (Part IV): Llorà and Casillas

This week two more NIGEL 2006 talks. Enjoy this third release, Llorà vs. Casillas. Xavier Llorà Video [vimeo clip_id=4727857 width=”432″ height=”320″] Slides [slideshare id=1384570&doc=nigel-2006-llora-xeccs-090504152642-phpapp01] Jorge Casillas Video [vimeo clip_id=4727943 width=”432″ height=”320″] Slides [slideshare id=1550779&doc=nigel-2006-casillas-090608160722-phpapp02]

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NIGEL 2006 Part III: Butz vs. Barry

NIGEL 2006 talks is available at LCS & GBML Central. This week Martin Butz review reviews the state of the union of XCS, where as Alwyn Barry introduces the theoretical framework for LCS that he and Jan Drugowitsch worked on.

Related posts:NIGEL 2006 Part IV: Llorà vs. CasillasNIGEL 2006 Part II: Dasgupta vs. BookerNIGEL […]

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  1. NIGEL 2006 Part IV: Llorà vs. Casillas
  2. NIGEL 2006 Part II: Dasgupta vs. Booker
  3. NIGEL 2006 Part V: Bernardó vs. Lanzi

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