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Massive Online Analysis
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#	Item
1	MOA: Massive Online Analysis, a Framework for Stream Classification and Clustering. Albert Bifet1 , Geoff Holmes1 , Bernhard Pfahringer1 , Philipp Kranen2 , Hardy Kremer2 , Timm Jansen2 , and Thomas Seidl2 1 Add to Reading List Source URL: moa.cs.waikato.ac.nz Language: English - Date: 2014-11-07 23:43:25 Data mining Statistics Computational statistics Software Machine learning Massive Online Analysis Cluster analysis Formal sciences Data stream mining K-means clustering Concept drift Weka
2	Data Stream Classification using Random Feature Functions and Novel Method Combinations Jesse Read Albert Bifet Add to Reading List Source URL: users.ics.aalto.fi Language: English - Date: 2015-08-21 10:06:56 Machine learning Artificial intelligence Learning Statistical classification Massive Online Analysis K-nearest neighbors algorithm Ensemble learning Classifier chains Multi-label classification Concept drift Stochastic gradient descent Naive Bayes classifier
3	LNCS 8207 - <TEX>{CD-MOA}</TEX>: Change Detection Framework for Massive Online Analysis Add to Reading List Source URL: users.ics.aalto.fi Language: English - Date: 2014-01-13 04:36:52 Data mining Statistics Change detection CUSUM Concept drift Massive Online Analysis Feature detection Application software Information
4	MOOC Metacognitive Analysis ʹ Learning Contract Study name: MOOC Metacognitive Analysis Guided independent study Mentor/instructor: Nicola Marae Allain September Term Add to Reading List Source URL: metaliteracy.cdlprojects.com Language: English - Date: 2013-08-28 07:33:16 Education Online education Educational technology Higher education Open educational resources Free software Massive open online course Iversity Metacognition Small private online course Book:Overview MOOC - Massive open online course
5	Batch-Incremental vs. Instance-Incremental Learning in Dynamic and Evolving Data Jesse Read1 , Albert Bifet2 , Bernhard Pfahringer2 , Geoff Holmes2 1 Department of Signal Theory and Communications Add to Reading List Source URL: users.ics.aalto.fi Language: English - Date: 2012-10-25 03:54:39 Statistics Machine learning Learning Artificial intelligence Statistical classification Data mining Concept drift Massive Online Analysis K-nearest neighbors algorithm Support vector machine Stochastic gradient descent Batch processing
6	Distributed Decision Tree Learning for Mining Big Data Streams Arinto Murdopo Master of Science Thesis Add to Reading List Source URL: dl.dropboxusercontent.com Language: English Computing Concurrent computing Parallel computing Software Massive Online Analysis Big data Machine learning Decision tree Samoa Stream processing Algorithm
7	Journal of Machine Learning ResearchSubmitted 5/12; Revised 6/15; Published 2/16 Meka: A Multi-label/Multi-target Extension to Weka Jesse Read Add to Reading List Source URL: jmlr.org Language: English - Date: 2016-04-23 16:19:00 Multi-label classification Machine learning Classifier chains Massive Online Analysis Statistical classification Weka Classifier
8	Pitfalls in Benchmarking Data Stream Classification and How to Avoid Them ˇ Albert Bifet1 , Jesse Read2 , Indr˙e Zliobait˙ e3 , Bernhard Pfahringer4 , and Geoff Holmes4 1 Add to Reading List Source URL: perso.telecom-paristech.fr Language: English Statistical classification Naive Bayes classifier Bayes classifier Support vector machine Classifier Multiclass classification Concept drift Massive Online Analysis Binary classification Classifier chains Nearest neighbour classifiers
9	JMLR: Workshop and Conference Proceedings–25 2nd Workshop on Applications of Pattern Analysis Streaming Multi-label Classification Jesse Read Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2011-10-20 12:17:30 Machine learning Statistical classification Data mining Classifier chains Multi-label classification Concept drift Boosting Massive Online Analysis Data stream mining Pattern recognition Binary classification Naive Bayes classifier
10	Collaboration: Towards Automated Study Guides for MOOCs Jose Hernandez Stanford University Andrew Lamb Add to Reading List Source URL: ilpubs.stanford.edu Language: English - Date: 2015-12-18 13:40:51 Natural language processing Data mining Statistical natural language processing Computational linguistics Document clustering Keyword clustering Cluster analysis Hierarchical clustering Topic model Keyword extraction Full text search Massive open online course

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