Co-design of Advanced Architectures for Graph Analytics using Machine Learning.
Kuldeep R. KurteNeena ImamRamakrishnan KannanS. M. Shamimul HasanSrikanth B. YoginathPublished in: IPDPS Workshops (2021)
Keyphrases
- machine learning
- data mining
- learning analytics
- machine learning methods
- data analysis
- directed graph
- random walk
- predictive modeling
- weighted graph
- connected components
- educational data mining
- graph model
- graph theory
- business intelligence
- case study
- data management
- graph structure
- structured data
- knowledge acquisition
- data warehouse
- graph partitioning
- machine learning algorithms
- bipartite graph
- inductive learning
- graph matching
- learning tasks
- natural language processing
- kernel methods
- learning algorithm
- learning systems
- decision trees
- feature selection
- pattern recognition
- explanation based learning
- graph representation
- graph data
- reinforcement learning
- artificial intelligence