To Identify Potential Biomarkers That Causing Esophageal Cancer

Co-clustering, also known as biclustering or block clustering, is a powerful data analysis technique that uncovers hidden structures in complex datasets.

This repository contains code base of my Master Thesis work named under "Pattern Detection in Tabular Data with shallow hierarchy: A Visual Analytics Case Study for Narrative Visualization"

SecBic-CCA: Secured Biclusterings - Cheng and Church Algorithm using CKKS scheme with Pyfhel Libary over gene expression data sets.

UG Final Year Project based on Suffix Forest Based Tri-clustering

Clustering exploration using the authors dataset

Used generalized Bayesian and EM algorithms combined with a priori information for data biclustering.

Python tool to generate biclustering and triclustering datasets programmatically.

Secured Cheng and Church Algorithm performs encrypted computations such as sum, or matrix multiplication in Python for biclustering algorithm

A biclustering library with datasets, evaluation measures and a benchmarking framework

Multi-algorithm Ensemble Biclustering Method MoSBi | Publication: https://doi.org/10.1073/pnas.2118210119

A multiobjective framework for biclustering of gene expression data. NSGA - 2 is used, for achieving multi-objective optimization of the biclusters. Biclusters are optimized on 3 objective functions: MSR, Row Variance, Area.

gBiBit: A multi-GPU biclustering algorithm for binary datasets

Applying unsupervised learning methods to cereal nutritional data

gMSR: A multi-GPU algorithm to accelerate a massive validation of biclusters

Object-Attribute Biclustering for Genome-Wide Association Studies

Comparison of clustering methods for determining the operational states of a wastewater treatment plant (BSc project in Statistics) 🔧 🚰 🔄 ♻️ 💦

Project for master thesis. It contain developed biclustering algorithm of gene expression data.

Subspace clustering and coclustering course at the School of Electrical and Computer Engineering (FEEC-UNICAMP)

EBIC - AI-based parallel biclustering algorithm