Tag Archives: LCS

GECCO 2011: Genetics-Based Machine Learning Track Announcement and CFP

GBML call for papers for GECCO 2011 Continue reading

Posted in ACM SIGEVO, Call for papers, CFP, Events, Featured, GECCO, Headline, SIGEVO | Tagged , , , | Leave a comment

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

Continue reading

Posted in Learning classifier systems, Research | Tagged , , , , | Comments Off on IWLCS 2010 – Discussion session on LCS / XCS(F)

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

Related posts:

  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

Continue reading

Posted in Learning classifier systems, Presentations | Tagged , , , , , | Comments Off on LCS and Software Development

GAssist and GALE Now Available in Python

Ryan Urbanowicz has released Python versions of GAssits and GALE!!! Yup, so excited to see a new incarnation of GALE doing the rounds. I cannot wait to get my hands on it. Ryan has also done an excellent job porting UCS, XCS, and MCS to Python and making those implementations available via “LCS & GBML central” for […]

Related posts:

  1. GALE is back!
  2. Fast mutation implementation for genetic algorithms in Python
  3. Transcoding NIGEL 2006 videos

Continue reading

Posted in Learning classifier systems, python, Research, Software | Tagged , , , , , , , | Comments Off on GAssist and GALE Now Available in Python

LCS & GBML Central Gets a New Home

Today I finished migrating the LCS & GBML Central site from its original URL (http://lcs-gbml.ncsa.uiuc.edu) to a more permanent and stable home located at http://gbml.org. The original site is already currently redirecting the trafic to the new site, and it will be doing so for a while to help people transition and update bookmarks and […]

Related posts:

  1. LCS & GBML Central back to production
  2. LCSweb + GBML blog = LCS & GBML Central
  3. New books section on the LCS and GBML web

Continue reading

Posted in Learning classifier systems, Research | Tagged , , | Comments Off on LCS & GBML Central Gets a New Home

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 […]

Related posts:

  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)

Continue reading

Posted in Community Feeds | Tagged , , , , , , , , , | Comments Off on Large Scale Data Mining using Genetics-Based Machine Learning

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

Related posts:

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

Continue reading

Posted in Community Feeds, Events | Tagged , , , , , , | Comments Off on NIGEL 2006 Part VI: Bacardit

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]

Posted in Featured | Tagged , , , , , , , | 1 Comment

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 […]

Related posts:

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

Continue reading

Posted in Community Feeds, Events | Tagged , , , , , , | Comments Off on NIGEL 2006 Part V: Bernardó vs. Lanzi

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

Posted in Featured | Tagged , , , , , , , | 1 Comment