11 results found Sort:

khundman
telemanom khundman
251
1.0k
other
38
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
kdd rnn lstm keras kdd2018 tensorflow time-series deep-learning anomaly-detection
Created 2018-06-01
37 commits to master branch, last one 4 years ago
alik604
cyber-security alik604
46
196
unknown
6
Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities
ids kdd unsw kdd99 python malware nsl-kdd pytorch security unsw-nb15 deep-learning rainbow-table cyber-security machine-learning anomaly-detection denial-of-service malware-detection intrusion-detection financial-anomaly-detection network-intrusion-detection
Created 2019-05-11
84 commits to master branch, last one 7 months ago
benedekrozemberczki
GraphWaveMachine benedekrozemberczki
33
183
gpl-3.0
7
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
kdd rolx refex wavelet node2vec spectral word2vec diffusion embedding graphwave laplacian struc2vec heat-kernel factorization graph-wavelet graph-embedding structural-role machine-learning structural-embedding unsupervised-learning
Created 2018-04-23
88 commits to master branch, last one about a year ago
chenchongthu
ENMF chenchongthu
28
152
mit
5
This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.
kdd dhcf icml lcfn nbpo srns sigir neurips lightgcn evaluation deep-learning recommendation reproducibility state-of-the-art recommender-system efficient-algorithm reproducible-research collaborative-filtering
Created 2019-05-09
54 commits to master branch, last one 3 years ago
GrammarViz2
grammarviz2_src GrammarViz2
38
121
gpl-2.0
17
GrammarViz 2.0 public release:
gui kdd sax java discord grammar algorithm complexity time-series visualization anomalydetection anomalydiscovery
Created 2014-08-26
448 commits to master branch, last one 2 years ago
yongkaiwu
FairAI yongkaiwu
17
92
unknown
9
This is a collection of papers and other resources related to fairness.
ai kdd uai aaai bias cikm fair fate icdm icml nips ijcai ethics papers aistats fairness algorithm discrimination machine-learning artificial-intelligence
Created 2019-02-02
110 commits to master branch, last one about a year ago
jMotif
sax-vsm_classic jMotif
31
92
gpl-2.0
18
SAX-VSM public release, visit our website for detail
kdd sax java sax-vsm timeseries cosine-similarity pattern-discovery
Created 2014-09-11
267 commits to master branch, last one 2 years ago
benedekrozemberczki
EgoSplitting benedekrozemberczki
18
86
gpl-3.0
6
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
kdd igraph networkx clustering ego-network ego-networks deep-learning persona-graph louvain-method fast-clustering fuzzy-clustering graph-clustering machine-learning louvain-algorithm community-detection graph-clustering-algorithm louvain-community-detection machine-learning-algorithms community-detection-algorithm community-detection-evaluation
Created 2019-03-12
80 commits to master branch, last one about a year ago
CHLWR
KDD2019_K-Multiple-Means CHLWR
25
82
gpl-3.0
0
Implementation for the paper "K-Multiple-Means: A Multiple-Means Clustering Method with Specified K Clusters,", which has been accepted by KDD'2019 as an ORAL paper, in the Research Track.
kdd kmeans kdd2019 clustering large-scale-clustering multi-prototypes-clustering
Created 2019-06-18
42 commits to master branch, last one 3 years ago
rgmining
fraudar rgmining
13
65
gpl-3.0
2
A wrapper of FRAUDAR algorithm
kdd graph mining review fraudar algorithm
Created 2016-11-11
117 commits to main branch, last one 2 months ago
jMotif
jmotif-R jMotif
21
54
unknown
13
SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp)
r kdd sax discord sax-vsm timeseries discretization anomalydiscovery
Created 2015-10-02
490 commits to master branch, last one 2 years ago