Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

Time-series data-usually presented in the form of lines-plays an important role in many domains such as finance, meteorology, health, and urban informatics. Yet, little has been done to support ...

Data mining is a critical technology for extracting valuable knowledge from databases. It has been used in many fields, like retail, finance, biology, etc. In computational intelligence, fuzzy logic ...

TreeTime is a data organisation, management and analysis tool. A tree is a hierarchical structure that arranges information in units and sub-units. TreeTime uses linked trees (one data item can be ...

Linear Trees combine the learning ability of Decision Tree with the predictive and explicative power of Linear Models. Like in tree-based algorithms, the data are split according to simple decision ...