导航

Machine Learning Cases

Posted on 2013-06-13 17:40  疯狂原始人  阅读(237)  评论(0)    收藏  举报

 

Machine Learning can be applied wherever data is available to gain new insight and improve decision making.

 

E-Tailing
  • Product Recommendation Engines
  • Cross Channel Analytics
  • Events/Activity Behavior Segmentation
Retail/Consumer
  • Merchandizing and market basket analysis.
  • Campaign management and optimization
  • Supply-chain management and analytics
  • Event/behavior-based targeting
  • Market and consumer segmentations
Financial Services
  • Next Generation Fraud Detection/Risk Management
  • Credit Risk Scoring Decision Making
  • High Speed Arbitrage Trading
  • Abnormal Trading Analysis/Detection
Web Scale Use Cases
  • Clickstream Segmentation and Analysis
  • Ad Targeting/Selection, Forecasting and Optimization
  • Click Fraud Detection/Prevention
  • Social Graph Analysis for Marketing Optimization
  • Customer Segmentation
Government
  • Fraud Detection
  • Threat Detection
  • Cybersecurity
  • Energy Network Management/Optimization
Health and Life Sciences
  • Health Insurance fraud detection
  • Campaign and sales program optimization
  • Patient care quality and program analysis
  • Drug discovery and development analysis
 Telecommunications
  • Pricing Optimization
  • Customer Churn Management
  • Call Detail Record (CDR) Analysis
  • Network Performance Optimization
  • Mobile User Behavior Analysis
Energy Industry
  • Smart Grid Management – Smart Meter Data Driven
  • Power Generation Management