You are here: Home › Technologies › Data Analysis / Data Mining

Data Analysis / Data Mining

Tools:

  • MatLab
  • Octave
  • R
  • S+, SPSS, SAS
  • OpenNLP
  • WEKA
  • AiHit
  • Fast, OWL
  • GATE
  • libSVM
  • MALLET-CRF
  • Text Analytics
  • FAME 4GL
  • Microsoft Analysis Services
  • J, ILP
  • Java 3D

Methods:

  • Regression modeling
  • Neural Networks
  • Support Vector Machines (SVM)
  • Random Forest
  • Nearest Neighbor
  • Decision Trees
  • Cluster Analysis
  • Survival Analysis
  • Bayesian inference
  • Principal Components analysis
  • Markov chains
  • Monte Carlo simulations
  • Boosting algorithms
  • Ensembling
  • Inductive logic programming (ILP)
  • Genetic Algorithms
  • Conditional random fields
  • Statistical deep parser
  • Probabilistic Context Free Grammar (PCFG)
  • Classification
  • Factor Analysis
  • Anomaly Detection
  • Rule based expert systems
  • NLP
  • Autocorrelation
  • Shannon's Information Theory

Applications:

  • Consumer behavior anaysis
  • Predictive analytics
  • Web data mining
  • Data warehousing
  • Business Intelligence and reporting
  • Credit risk decision support engine
  • Fraud risk management
  • Entity extraction / relationship data mining
  • Reference data management
  • Sentiment analysis
  • Document summarization
  • Document categorization
  • Concept mining
  • Quality of Service Monitoring
  • Complaint Management
  • Content Compliance Management