RapidMiner : RapidMiner provides an integrated environment for machine learning, data mining, text mining, predictive analytics and business analytics and is used for business and industrial applications as well as for research, education, training, rapid prototyping, and application development. RapidMiner supports all steps of the data mining process including results visualization, validation and optimization.RapidMiner uses a client/server model with the server offered as Software as a Service or on cloud infrastructures. RapidMiner provides data mining and machine learning procedures including: data loading and transformation, data preprocessing and [...]
KNIME: KNIME, the Konstanz Information Miner, is an open source data analytics, reporting and integration platform. KNIME integrates various components for machine learning and data mining through its modular data pipelining concept and provides a graphical user interface allows assembly of nodes for data preprocessing, for modeling and data analysis and visualization.
KNIME Analytics Platform provides over 1000 data analytic routines, either natively or through R and Weka, for such topics as Univariate and Multivariate Statistics, Data Mining,Time Series, Image Processing, Web Analytics, Text Mining, Network Analysis [...]
Prelert behavioral analytics platform uses machine learning to detect anomalies across massive data sets. The algorithms automate the analysis of an organization’s log data to find anomalies, link them together, and give you real insight into what’s happening with your data. Prelert helps IT security and operations professionals identify advanced security threats and IT performance problems faster and more accurately, eliminating manual effort and human error while reducing false positives.
Prelert’s machine learning algorithms automate the analysis of massive sets of machine data, building and maintaining accurate [...]