EBIC - AI-based parallel biclustering algorithm
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Updated
Sep 25, 2018 - C++
EBIC - AI-based parallel biclustering algorithm
A biclustering library with datasets, evaluation measures and a benchmarking framework
Comparison of clustering methods for determining the operational states of a wastewater treatment plant (BSc project in Statistics) 🔧 🚰 🔄 ♻️ 💦
Subspace clustering and coclustering course at the School of Electrical and Computer Engineering (FEEC-UNICAMP)
Implementation of the sparse singular value decomposition algorithm (Lee et al., 2010) to be used for Biclustering; Duke STA663 Final Project
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
gMSR: A multi-GPU algorithm to accelerate a massive validation of biclusters
Object-attribute biclustering, an early version
Object-Attribute Biclustering for Genome-Wide Association Studies
Used generalized Bayesian and EM algorithms combined with a priori information for data biclustering.
Co-clustering, also known as biclustering or block clustering, is a powerful data analysis technique that uncovers hidden structures in complex datasets.
Applying unsupervised learning methods to cereal nutritional data
Clustering exploration using the authors dataset
Multi-algorithm Ensemble Biclustering Method MoSBi | Publication: https://doi.org/10.1073/pnas.2118210119
SecBic-CCA: Secured Biclusterings - Cheng and Church Algorithm using CKKS scheme with Pyfhel Libary over gene expression data sets.
hacked code to bicluster molecules using rdkit and scikitlearn
Project for master thesis. It contain developed biclustering algorithm of gene expression data.
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
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