EBIC - AI-based parallel biclustering algorithm

• UpdatedSep 25, 2018
• C++

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

• UpdatedJun 20, 2022
• Python

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

• UpdatedOct 6, 2018
• Jupyter Notebook

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

• UpdatedAug 28, 2020
• HTML

gBiBit: A multi-GPU biclustering algorithm for binary datasets

• UpdatedJul 8, 2021
• Cuda

Implementation of the sparse singular value decomposition algorithm (Lee et al., 2010) to be used for Biclustering; Duke STA663 Final Project

• UpdatedSep 12, 2017
• Jupyter Notebook

Object-Attribute Biclustering for Genome-Wide Association Studies

• UpdatedOct 23, 2020
• Jupyter Notebook

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

• UpdatedNov 30, 2022
• R

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.

• UpdatedOct 29, 2021
• Jupyter Notebook

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

• UpdatedOct 27, 2020
• Cuda

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

• UpdatedMay 2, 2022
• R

Object-attribute biclustering, an early version

• UpdatedJan 13, 2017
• Python

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"

• UpdatedJul 18, 2023
• Jupyter Notebook

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

• UpdatedJul 30, 2022
• Python

Applying unsupervised learning methods to cereal nutritional data

• UpdatedMar 30, 2021

Clustering exploration using the authors dataset

• UpdatedJan 7, 2023
• Python

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

• UpdatedJun 21, 2023
• Python

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

• UpdatedNov 3, 2023

We will extend the biclustering model to use Zero-Inflated Poisson (ZIP) and Zero-Inflated Negative Binomial (ZINB) distributions.

• UpdatedMar 17, 2025
• Jupyter Notebook

hacked code to bicluster molecules using rdkit and scikitlearn

• UpdatedJan 18, 2018
• Python