zhuye88

anne-dbscan-demo

Demo of using aNNE similarity for DBSCAN.

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

CDF-TS

Demonstration of CDF-TS for transforming data

Density-ratio-based-clustering

Discovering clusters with varying densities

IDKC

The source codes of Kernel-based Clustering via Isolation Distributional Kernel

iForest

iForest anomaly detection codes (Matlab Version)

iNNE

Source code of Isolation‐based anomaly detection

StreaKHC

A novel incremental hierarchical clustering algorithm (KDD 22)

subspace-clustering

Grouping Points by Shared Subspaces for Effective Subspace Clustering

TAD

Tutorial for Anomaly Detection

zhuye88/TAD

Tutorial for Anomaly Detection

zhuye88/iNNE

Source code of Isolation‐based anomaly detection

zhuye88/StreaKHC

A novel incremental hierarchical clustering algorithm (KDD 22)

zhuye88/CDF-TS

Demonstration of CDF-TS for transforming data

zhuye88/anne-dbscan-demo

Demo of using aNNE similarity for DBSCAN.

zhuye88/subspace-clustering

Grouping Points by Shared Subspaces for Effective Subspace Clustering

zhuye88/anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

zhuye88/IDKC

The source codes of Kernel-based Clustering via Isolation Distributional Kernel

zhuye88/ADMA21

Identification of Stock Market Manipulation with Deep Learning

zhuye88/DCHDP

This Matlab code is used for demonstration of the clustering results of DP, LC-DP and DC-HDP.

zhuye88/IK-AHC

Source code for Isolation kernel-based agglomerative hierarchical clustering

zhuye88/inne-1

zhuye88/isokernel

R package for Isolation Kernel.

zhuye88/awesome-anomaly-detection

A curated list of awesome anomaly detection resources

zhuye88/Clustering-by-InTree-Ensemble-PR2020

"Enhancing In-Tree-based Clustering via Distance Ensemble and Kernelization", Teng Qiu, Yongjie Li, in Pattern Recognition, 2020.

zhuye88/Deep-Forest

An implementation of Deep Forest 2021.2.1.

zhuye88/DeepClustering

Methods and Implements of Deep Clustering

zhuye88/FastMICE

Matlab code for the TKDE 2023 paper "Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity".

zhuye88/IKt-sne

zhuye88/Implementation_of_Spectral_Ensemble_Clustering_via_Weighted_K-Means

Original paper: Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence

zhuye88/ivis

Dimensionality reduction in very large datasets using Siamese Networks

zhuye88/kshape-matlab

Matlab implementation for k-Shape

zhuye88/Mass-based-dissimilarity

This software calculates the mass-based dissimilarity matrix for data mining algorithms relying on a distance measure.

zhuye88/Multicore-opt-SNE

Parallel opt-SNE implementation with Python wrapper

zhuye88/stumpy

STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks

zhuye88/USPEC_USENC

TKDE 2020: Ultra-Scalable Spectral Clustering and Ensemble Clustering (U-SPEC & U-SENC) #large-scale spectral clustering# #large-scale ensemble clustering#

zhuye88/Weighted-dynamic-time-warping-for-traffic-flow-cluster

This is running code for paper: Weighted dynamic time warping for traffic flow clustering in 2021 Neurocomputing revision

zhuye88/zhuye88

zhuye88/CTDS

zhuye88/IK-iVAT

This Matlab code demonstrates iVAT clustering with Isolation Kernel