• MOA

  • Referenced in 48 articles [sw11966]
  • most popular open source framework for data stream mining, with a very active growing community...
  • Scikit-multiflow

  • Referenced in 7 articles [sw27629]
  • most popular open source framework for data stream mining, and MEKA, an open source implementation ... framework for multi-output/multi-label and stream data mining...
  • ObliVM

  • Referenced in 5 articles [sw29146]
  • develop various showcase applications such as data mining, streaming algorithms, graph algorithms, genomic data analysis...
  • stream

  • Referenced in 3 articles [sw23392]
  • typically non-stationary data generating process. Common data mining tasks associated with data streams include ... experimenting with algorithms for various data stream mining tasks. The main advantage of stream ... many programming languages popular among data mining researchers (e.g., C/C++, Java and Python). In this ... future to cover additional data stream mining tasks like classification and frequent pattern mining...
  • MAX-FISM

  • Referenced in 3 articles [sw27584]
  • FISM: mining (recently) maximal frequent itemsets over data streams using ... sliding window model. Frequent itemset mining from data streams is an important data mining problem ... Itemsets Mining), for mining recent maximal frequent itemsets from a high-speed stream of transactions ... complexity for mining recent maximal frequent itemsets over high-speed data streams...
  • VFML

  • Referenced in 6 articles [sw11967]
  • VFML - a toolkit for mining high-speed time-changing data streams. Welcome to the VFML ... Fast Machine Learning) toolkit for mining high-speed data streams and very large data sets...
  • SPAMS

  • Referenced in 1 article [sw02840]
  • approach for sequential pattern mining in data streams Mining sequential patterns in data streams ... since data arrives sequentially in the form of continuous rapid and infinite streams. In this ... deal with the sequential patterns mining problem in data streams. This algorithm uses an automaton ... data structure for mining frequent sequential patterns in data streams...
  • SAMOA

  • Referenced in 2 articles [sw12783]
  • Analysis) is a platform for mining big data streams. It provides a collection of distributed ... streaming algorithms for the most common data mining and machine learning tasks such as classification ... allows it to run on several distributed stream processing engines such as Storm...
  • Himalaya

  • Referenced in 1 article [sw39336]
  • initial release included two algorithms for mining patterns from itemsets in a transactional database ... include additional techniques such as data stream mining in the future. All algorithms are implemented...
  • StreamKrimp

  • Referenced in 8 articles [sw28421]
  • fact, even market basket data can be seen as a stream of sales. Detecting changes ... stream is sampled from is one of the most challenging problems in stream mining ... analyse this problem for streams of transaction data from an MDL perspective. Based on this...
  • factas

  • Referenced in 1 article [sw23394]
  • package factas: Data Mining Methods for Data Streams...
  • Naiad

  • Referenced in 4 articles [sw32529]
  • tasks as streaming data analysis, it- erative machine learning, and interactive graph mining. Naiad outperforms...
  • GigaTensor

  • Referenced in 6 articles [sw23741]
  • anchor texts in the Web graphs, sensor streams (time, location, and type), social networks over ... relations. Tensor decomposition is an important data mining tool with various applications including clustering, trend...
  • DAMIS

  • Referenced in 1 article [sw36785]
  • executing resource-expensive and time-consuming data mining tasks by considerably reducing the information load ... visual analysis of medical streaming data...
  • Jubatus

  • Referenced in 0 articles [sw36957]
  • Jubatus is a distributed processing framework and streaming machine learning library. Jubatus includes these functionalities ... Search), Graph Mining, Anomaly Detection, Clustering; Feature Vector Converter (fv_converter): Data Preprocess and Feature...
  • Coq

  • Referenced in 1890 articles [sw00161]
  • Coq is a formal proof management system. It...
  • GAP

  • Referenced in 3189 articles [sw00320]
  • GAP is a system for computational discrete algebra...
  • Isabelle

  • Referenced in 713 articles [sw00454]
  • Isabelle is a generic proof assistant. It allows...
  • LAPACK

  • Referenced in 1702 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...
  • Maple

  • Referenced in 5373 articles [sw00545]
  • The result of over 30 years of cutting...