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 [...]

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 [...]

Numenta, is inspired by machine learning technology and is based on a theory of the neocortex. The technology can be applied to anomaly detection in servers and applications, human behavior, geo-spatial tracking data, and to the predication and classification of natural language. Numenta has created NuPIC (Numenta Platform for Intelligent Computing) as an open source project.

Applications include detects anomalies in publicly traded companies, models stock price, stock volume, and Twitter volume related to top market companies, detects anomalies in servers and applications. Learns continuously, automatically discovers [...]

Anodot is a real time analytics and automated anomaly detection system that discovers outliers in vast amounts of time series data and turns them into valuable business insights. Using patented machine learning algorithms, Anodot isolates issues and correlates them across multiple parameters in real time, eliminating business insight latency, and supporting rapid business decisions through its uncovered insights. With its scalable SaaS platform, Anodot provides typically siloed teams BI, R&D and Devops with a single, unified system for both business and IT metrics.

Automatically surfaces unusual behavior in the [...]