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TAD

Tutorial for Anomaly Detection

StreaKHC

A novel incremental hierarchical clustering algorithm (KDD 22)

iNNE

Source code of Isolation‐based anomaly detection

CDF-TS

Demonstration of CDF-TS for transforming data

anne-dbscan-demo

Demo of using aNNE similarity for DBSCAN.

subspace-clustering

Grouping Points by Shared Subspaces for Effective Subspace Clustering

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

ADMA21

Identification of Stock Market Manipulation with Deep Learning

DCHDP

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

IDKC

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

IK-AHC

Source code for Isolation kernel-based agglomerative hierarchical clustering

inne-1

isokernel

R package for Isolation Kernel.

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

Clustering-by-InTree-Ensemble-PR2020

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

Deep-Forest

An implementation of Deep Forest 2021.2.1.

DeepClustering

Methods and Implements of Deep Clustering

dsbook

Repository for data science book

EEG-Datasets

A list of all public EEG-datasets

FastMICE

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

IKt-sne

Implementation_of_Spectral_Ensemble_Clustering_via_Weighted_K-Means

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

ivis

Dimensionality reduction in very large datasets using Siamese Networks

kshape-matlab

Matlab implementation for k-Shape

Mass-based-dissimilarity

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

Multicore-opt-SNE

Parallel opt-SNE implementation with Python wrapper

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

USPEC_USENC

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

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

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