[jira] [Updated] (FLINK-1745) Add exact k-nearest-neighbours algorithm to machine learning library

2015-09-15 Thread Till Rohrmann (JIRA)

 [ 
https://issues.apache.org/jira/browse/FLINK-1745?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Till Rohrmann updated FLINK-1745:
-
Assignee: Daniel Blazevski

> Add exact k-nearest-neighbours algorithm to machine learning library
> 
>
> Key: FLINK-1745
> URL: https://issues.apache.org/jira/browse/FLINK-1745
> Project: Flink
>  Issue Type: New Feature
>  Components: Machine Learning Library
>Reporter: Till Rohrmann
>Assignee: Daniel Blazevski
>  Labels: ML, Starter
>
> Even though the k-nearest-neighbours (kNN) [1,2] algorithm is quite trivial 
> it is still used as a mean to classify data and to do regression. This issue 
> focuses on the implementation of an exact kNN (H-BNLJ, H-BRJ) algorithm as 
> proposed in [2].
> Could be a starter task.
> Resources:
> [1] [http://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm]
> [2] [https://www.cs.utah.edu/~lifeifei/papers/mrknnj.pdf]



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[jira] [Updated] (FLINK-1745) Add exact k-nearest-neighbours algorithm to machine learning library

2015-08-13 Thread Till Rohrmann (JIRA)

 [ 
https://issues.apache.org/jira/browse/FLINK-1745?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Till Rohrmann updated FLINK-1745:
-
Assignee: (was: Till Rohrmann)

 Add exact k-nearest-neighbours algorithm to machine learning library
 

 Key: FLINK-1745
 URL: https://issues.apache.org/jira/browse/FLINK-1745
 Project: Flink
  Issue Type: New Feature
  Components: Machine Learning Library
Reporter: Till Rohrmann
  Labels: ML, Starter

 Even though the k-nearest-neighbours (kNN) [1,2] algorithm is quite trivial 
 it is still used as a mean to classify data and to do regression. This issue 
 focuses on the implementation of an exact kNN (H-BNLJ, H-BRJ) algorithm as 
 proposed in [2].
 Could be a starter task.
 Resources:
 [1] [http://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm]
 [2] [https://www.cs.utah.edu/~lifeifei/papers/mrknnj.pdf]



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[jira] [Updated] (FLINK-1745) Add exact k-nearest-neighbours algorithm to machine learning library

2015-04-23 Thread Till Rohrmann (JIRA)

 [ 
https://issues.apache.org/jira/browse/FLINK-1745?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Till Rohrmann updated FLINK-1745:
-
Summary: Add exact k-nearest-neighbours algorithm to machine learning 
library  (was: Add k-nearest-neighbours algorithm to machine learning library)

 Add exact k-nearest-neighbours algorithm to machine learning library
 

 Key: FLINK-1745
 URL: https://issues.apache.org/jira/browse/FLINK-1745
 Project: Flink
  Issue Type: New Feature
  Components: Machine Learning Library
Reporter: Till Rohrmann
Assignee: Chiwan Park
  Labels: ML, Starter

 Even though the k-nearest-neighbours (kNN) [1,2] algorithm is quite trivial 
 it is still used as a mean to classify data and to do regression. This issue 
 focuses on the implementation of an exact kNN (H-BNLJ, H-BRJ) algorithm as 
 proposed in [2].
 Could be a starter task.
 Resources:
 [1] [http://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm]
 [2] [https://www.cs.utah.edu/~lifeifei/papers/mrknnj.pdf]



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