---
# System prepended metadata

title: Chp 5 Data Cube Technology (跳過、未完成)
tags: [Data Mining 心得]

---

# Chp 5 Data Cube Technology (跳過、未完成)

###### tags: `Data Mining 心得`

## Data Cube Computation: Preliminary Concepts

### Cube Materialization: Full Cube, Iceberg Cube, Closed Cube, and Cube Shell


### General Strategies for Data Cube Computation

## Data Cube Computation Methods

### Multiway Array Aggregation for Full Cube Computation


### BUC: Computing Iceberg Cubes from the Apex Cuboid Downward

### Star-Cubing: Computing Iceberg Cubes Using a Dynamic Star-Tree Structure

### Precomputing Shell Fragments for Fast High-Dimensional OLAP


## Processing Advanced Kinds of Queries by Exploring Cube Technology


### Sampling Cubes: OLAP-Based Mining on Sampling Data

#### Sampling Cube Framework

#### Query Processing: Boosting Confidences for Small Samples

### Ranking Cubes: Efficient Computation of Top-k Queries


## Multidimensional Data Analysis in Cube Space


### Prediction Cubes: Prediction Mining in Cube Space


### Multifeature Cubes: Complex Aggregation at Multiple Granularities



### Exception-Based, Discovery-Driven Cube Space Exploration