Concepedia

Sumitra Mukherjee

SM

13

Publications

938

Citations

12

H-Index

1992

Active since

Affiliations

Nova Southeastern University(Current)

Carnegie Mellon University

Sumitra Mukherjee is an author at Nova Southeastern University specializing in data science, engineering, and statistics.

Top concepts

EngineeringData ScienceStatisticsComputer ScienceData MiningData ManagementCombinatorial OptimizationBusinessDisclosureData Privacy

Publications per year

1992–2018

13

Publications

13

Minimum spanning tree partitioning algorithm for microaggregation

Michael Laszlo, Sumitra Mukherjee · IEEE Transactions on Knowledge and Data Engineering · 2005 · 220 citations

Mathematical Programming, Cluster Computing, Engineering +23

A genetic algorithm that exchanges neighboring centers for k-means clustering

Michael Laszlo, Sumitra Mukherjee · Pattern Recognition Letters · 2007 · 144 citations

Cluster Computing, Cluster Development, Document Clustering +11

A polynomial algorithm for optimal univariate microaggregation

Stephen Lee Hansen, Sumitra Mukherjee · IEEE Transactions on Knowledge and Data Engineering · 2003 · 133 citations

Mathematical Programming, Engineering, Network Analysis +20

A genetic algorithm using hyper-quadtrees for low-dimensional k-means clustering

Michael Laszlo, Sumitra Mukherjee · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 110 citations

Cluster Computing, Memetic Algorithm, Engineering +14

Deep networks for predicting direction of change in foreign exchange rates

Svitlana Galeshchuk, Sumitra Mukherjee · Intelligent systems in accounting, finance and management/Intelligent systems in accounting, finance & management · 2017 · 97 citations

Engineering, Machine Learning, Exchange Rate +17

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