TextFlow: Towards Better Understanding of Evolving Topics in Text

Weiwei Cui, Shi‐Xia Liu, Li Tan, +5

IEEE Transactions on Visualization and Computer Graphics

EngineeringSemantic WebText MiningAutomatic SummarizationNatural Language Processing +19

A comparison of platforms for implementing and running very large scale machine learning algorithms

Zhuhua Cai, Zekai J. Gao, Shangyu Luo, +3

Artificial IntelligenceCluster ComputingLarge Scale MachineEngineeringMachine Learning +16

Scalable Linear Algebra on a Relational Database System

Shangyu Luo, Zekai J. Gao, Michael Gubanov, +2

Cluster ComputingRelational DatabaseEngineeringComputer ArchitectureMap-reduce +20

Tracking and Connecting Topics via Incremental Hierarchical Dirichlet Processes

Zekai J. Gao, Yangqiu Song, Shi‐Xia Liu, +4

EngineeringIntelligent Information RetrievalIncremental GibbsCluster SplittingCorpus Linguistics +15

Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning

Dimitrije Jankov, Shangyu Luo, Binhang Yuan, +4

arXiv (Cornell University)

Scalable Linear Algebra on a Relational Database System

Shangyu Luo, Zekai J. Gao, Michael Gubanov, +2

IEEE Transactions on Knowledge and Data Engineering

Cluster ComputingRelational DatabaseEngineeringComputer ArchitectureMap-reduce +20

Scalable Linear Algebra on a Relational Database System

Shangyu Luo, Zekai J. Gao, Michael Gubanov, +2

ACM SIGMOD Record

Cluster ComputingRelational DatabaseEngineeringMachine LearningDatabase System +16

The BUDS Language for Distributed Bayesian Machine Learning

Zekai J. Gao, Shangyu Luo, Luis L. Perez, +1

Cluster ComputingEngineeringMachine LearningDeclarative LanguageAdvanced Computing +18

Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization

Zekai J. Gao, Niketan Pansare, Christopher Jermaine

IEEE Transactions on Knowledge and Data Engineering

Mathematical ProgrammingArtificial IntelligenceLarge-scale Global OptimizationEngineeringMachine Learning +18

Scalable linear algebra on a relational database system

Shangyu Luo, Zekai J. Gao, Michael Gubanov, +3

Communications of the ACM

Cluster ComputingRelational DatabaseEngineeringDatabase SystemData Science +16