Projects

Telescope Indexing for k-Nearest Neighbor Search Algorithms

tik-nn--Telescope Indexing for k-Nearest Neighbor Search Algorithms over High Dimensional Data & Large Data Sets

AutoML Regression Service for Data Analytics and Novel Data-centric Visualizations

AReS--An AutoML Regression Service for Data Analytics and Novel Data-centric Visualizations

A Comprehensive Study of Ordinary Linear Regression in Python

Are They What They Claim--A Comprehensive Study of Ordinary Linear Regression Among the Top Machine Learning Libraries in Python

Cooperative Model Framework with Minimal Viable Theoretical Data

An Efficient and Novel Approach for Predicting Kohn-Sham Total Energy--Bootstrapping a Cooperative Model Framework with Minimal Viable Theoretical Data

ccImpute algorithm to impute dropout events in the single-cell RNA-seq data

ccImpute--an accurate and scalable consensus clustering based algorithm to impute dropout events in the single-cell RNA-seq data

Regeneration of Lithium-ion Battery Impedance

Regeneration of Lithium-ion Battery Impedance using a Novel Machine Learning Framework and Minimal Empirical Data

Data-centric AI

Data Expressiveness and Its Use in Data-centric AI

Machine Learning Systems for Multi-Atoms Structures

CH3NH3PbI3 Perovskite Nanoparticles

Rare-class Learning

Rare-class Learning over Mg-Doped ZnO Nanoparticles

Atom Type Prediction

Predicting Atom Types in Different Temperatures