LCS & GBML on Twitter- Machine learning climbs atop Hadoop http://t.co/lXKiXNn5k0 via @prismatic #bigdata May 21, 2013
- RT @CIMethods: Adrian MacKenzie is our visiting speaker on 10th June, 'In the Data: interdisciplinary modes of machine learning', http://t.… May 21, 2013
- I just blogged about Machine Learning For Hackers - using F#: http://t.co/r4pgFZGwS2 May 21, 2013
- RT @CIMethods: Adrian MacKenzie seminar on 10th June, 'In the Data: interdisciplinary modes of machine learning', http://t.co/BqInGNURg4 … May 21, 2013
- I think i've discovered a whole new way to generate research programs in machine learning here... May 21, 2013
- Digging into machine learning and Apache Mahout... The joy :/ Anybody got a good introduction into machine learning? May 21, 2013
Category Archives: hadoop
Scaling eCGA Model Building via Data-Intensive Computing
I just uploaded the technical report of the paper we put together for CEC 2010 on how we can scale up eCGA using a MapReduce approach. The paper, besides exploring the Hadoop implementation, it also presents some very compelling results obtained with MongoDB (a document based store able to perform parallel MapReduce tasks via sharding). [...]
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Posted in Data-Intensive Computing, eCGA, Estimation of distribution algorithms, hadoop, map-reduce, mongodb, pro, Research, Software
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Soaring the Clouds with Meandre
You may find the slide deck and the abstract for the presentation we delivered today at the “Data-Intensive Research: how should we improve our ability to use data” workshop in Edinburgh. Abstract This talk will focus a highly scalable data intensive infrastructure being developed at the National Center for Supercomputing Application (NCSA) at the University [...]
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Posted in cloud computing, Data-Intensive Computing, hadoop, meandre, Notes, Research, ZigZag
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Scaling Genetic Algorithms using MapReduce
Below you may find the abstract to and the link to the technical report of the paper entitled “Scaling Genetic Algorithms using MapReduce” that will be presented at the Ninth International Conference on Intelligent Systems Design and Applications (ISDA) 2009 by Verma, A., Llorà, X., Campbell, R.H., Goldberg, D.E. next month. Abstract:Genetic algorithms(GAs) are increasingly [...]
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Posted in Conferences, Data-Intensive Computing, Estimation of distribution algorithms, Genetic algorithms, hadoop, map-reduce, Publications, Research, Technical Reports
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