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On the Power of Randomization in Big Data Analytics
Ninh Dang Pham
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Dive into the research topics of 'On the Power of Randomization in Big Data Analytics'. Together they form a unique fingerprint.
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Keyphrases
Big Data Analytics
100%
Big Data
80%
System Architecture
40%
Information Retrieval
40%
Randomized Algorithms
40%
Platform System
40%
Storage Devices
20%
Similarity Search
20%
Machine Learning
20%
Probabilistic Databases
20%
Computational Efficiency
20%
Data Needs
20%
Massively Parallel Computation
20%
Jaccard Similarity
20%
Application Domain
20%
PhD Dissertations
20%
Effective Algorithm
20%
Distance Product
20%
Approximation Property
20%
Outlier Score
20%
Data Relationship
20%
Outlier Detection
20%
Domain Data
20%
Computational Scalability
20%
High-dimensional Vectors
20%
Computerization
20%
Distributed Parallel
20%
Mining Machines
20%
Classification Problem
20%
Collection Device
20%
Nonlinear Kernels
20%
Parallel Architecture
20%
Data Deluge
20%
Tensor Sketching
20%
Computing Environment
20%
Randomized numerical Linear Algebra
20%
Big Data Analysis
20%
Internetization
20%
Data Analysis Tasks
20%
Kernel Machines
20%
Fundamental Challenges
20%
Euclidean Space
20%
Detection Classification
20%
Numerical Linear Algebra
20%
Dot Product
20%
Large-scale Classification
20%
Fast Development
20%
Happy Marriages
20%
Fast Pace
20%
Computer Science
Big Data Analytics
100%
Big Data
80%
Randomized Algorithm
40%
Information Retrieval
40%
System Architecture
40%
Data Mining
20%
Similarity Search
20%
Computational Efficiency
20%
Approximation (Algorithm)
20%
Massively Parallel Computing
20%
Outlier Detection
20%
Dimensional Outlier
20%
Jaccard Similarity
20%
Application Domain
20%
Computing Environment
20%
Large Scale Data
20%
Computerization
20%
Data Relationship
20%
Classification Problem
20%
Probabilistic Data Structure
20%
Kernel Machine
20%
Parallel Architectures
20%
Feature Mapping
20%
Euclidean Distance
20%
Dimensional Vector
20%
Machine Learning
20%
Learning System
20%
Mathematics
Data Analytics
100%
Approximates
40%
Numerical Linear Algebra
40%
Outlier
40%
Wide Range
20%
Tensor
20%
Data Structure
20%
Data Point
20%
Outlier Detection
20%
Linear Time
20%
Dot Product
20%
Euclidean Space
20%
Classification Problem
20%
Nonlinear
20%
Approximation Property
20%
Euclidean Distance
20%
Dimensional Vector
20%
Variance
20%
Data Mining
20%