kdd

There are 3 repositories under kdd topic.

khundman / telemanom
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.
anomaly-detection deep-learning kdd kdd2018 keras lstm rnn tensorflow time-series
Language:Jupyter Notebook 975
steven95421 / KDD_WinnieTheBest
KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall first place
e-commerce kdd kdd2020 kddcup multimodal recommender-system
Language:Jupyter Notebook 188
GraphWaveMachine
benedekrozemberczki / GraphWaveMachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
graph-wavelet laplacian graph-embedding structural-embedding word2vec node2vec struc2vec kdd factorization wavelet graphwave machine-learning structural-role unsupervised-learning refex rolx embedding diffusion heat-kernel spectral
Language:Python 182
cyber-security
alik604 / cyber-security
Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities
python malware malware-detection unsw-nb15 cyber-security network-intrusion-detection intrusion-detection rainbow-table denial-of-service financial-anomaly-detection kdd kdd99 nsl-kdd unsw pytorch deep-learning ids security anomaly-detection machine-learning
Language:Jupyter Notebook 162
annamalai-nr / graph2vec_tf
This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".
tensorflow graph skipgram graph-kernels deep-learning deep-neural-networks kdd
Language:Python 154
chenchongthu / ENMF
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.
deep-learning recommender-system efficient-algorithm recommendation evaluation state-of-the-art collaborative-filtering reproducibility reproducible-research sigir icml lightgcn lcfn nbpo kdd dhcf neurips srns
Language:Python 147
GrammarViz2 / grammarviz2_src
GrammarViz 2.0 public release:
time-series java gui algorithm grammar sax anomalydetection anomalydiscovery kdd discord complexity visualization
Language:Java 120
jMotif / sax-vsm_classic
SAX-VSM public release, visit our website for detail
sax sax-vsm timeseries pattern-discovery cosine-similarity kdd java
Language:Java 92
yongkaiwu / FairAI
This is a collection of papers and other resources related to fairness.
fairness fair ethics ai machine-learning discrimination bias algorithm ijcai icdm kdd aistats nips cikm icml papers aaai uai artificial-intelligence fate
Language:HTML 87
EgoSplitting
benedekrozemberczki / EgoSplitting
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
community-detection graph-clustering community-detection-algorithm community-detection-evaluation ego-network ego-networks networkx louvain-community-detection louvain-algorithm louvain-method graph-clustering-algorithm kdd clustering fuzzy-clustering deep-learning machine-learning machine-learning-algorithms igraph fast-clustering persona-graph
Language:Python 81
CHLWR / KDD2019_K-Multiple-Means
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.
kdd2019 kdd kmeans clustering multi-prototypes-clustering large-scale-clustering
Language:MATLAB 79
chengxuanying / KDD-Multimodalities-Recall
This is our solution for KDD Cup 2020. We implemented a very neat and simple neural ranking model based on siamese BERT which ranked first among the solo teams and ranked 12th among all teams on the final leaderboard.
kddcup kdd kdd2020 multimodel e-commerce recommendation-system neural-ranking bert
Language:Jupyter Notebook 69
rgmining / fraudar
A wrapper of FRAUDAR algorithm
algorithm fraudar graph kdd mining review
Language:Python 61
jMotif / jmotif-R
SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp)
sax-vsm sax r timeseries discretization kdd anomalydiscovery discord
Language:C++ 54
ahmedbesbes / Understanding-deep-Convolutional-Neural-Networks-with-a-practical-use-case-in-Tensorflow-and-Keras
What makes convnets so powerful at image classification?
deep-learning convolutional-neural-networks python tensorflow keras image-classification kaggle-cats kaggle deep-learning-tutorial keras-tutorials convolution-filter convnet article dataset kdd computer-vision blog data-science
Language:Jupyter Notebook 45
fabiomercorio / GraphDBLP
a Graph-based instance of DBLP
graph-database neo4j dblp-community dblp-bibliography word2vec kdd
Language:Python 35
chrisPiemonte / crime-analysis
Association Rule Mining from Spatial Data for Crime Analysis
anaconda association-rules crime crime-analysis crime-data data-science doc2vec gensim jupyter kdd matplotlib pandas python scikit-learn sentence-clustering sequence-mining shapefile spatial-analysis spatial-data
Language:Jupyter Notebook 34
kaist-dmlab / STARE
Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping
outlier anomaly stream outlier-detection anomaly-detection kdd
Language:Java 34
THUDM / KDD-Industrial-Papers
A list of recent industrial papers in KDD'16–'18
paper-list kdd data-science data-mining
30
annamalai-nr / subgraph2vec_tf
This repository contains the TensorFlow implemtation of subgraph2vec (KDD MLG 2016) paper
tensorflow skipgram deep-learning kernel-methods graph-kernels deep-neural-networks kdd
Language:Python 26
illidanlab / FADE
[KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective without adversarial or source data.
domain-adaptation federated-learning fairness-ml kdd
Language:Python 26
stormsinbrewing / Real_Time_Social_Media_Mining
DevOps pipeline for Real Time Social/Web Mining
python java crawler social-network social-network-analysis devops big-data github actions github-actions jenkins hdfs kdd
Language:HTML 25
yueyu1030 / STEAM
[KDD 2020] This is the code repository for our KDD'20 paper STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths.
taxonomy knowledge-extraction self-supervised-learning gnn-propagated-embeddings kdd taxonomy-expansion multi-view-learning hypernymy-detection
Language:Python 17
wuliwei9278 / ml-1m
New algorithms for Large-scale Collaborative Ranking: PrimalCR and PrimalCR++
recommender-system ranking julia algorithms movielens netflix kdd paper primal-cr-algorithm
Language:Julia 12
RongfanLi98 / SPGCL
SPGCL: Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning
kdd spatio-temoral
Language:Python 11
AayushNagpal / Intrusion-Detection-System
An Anomaly based Intrusion Detection System: A Robust Machine Learning Approach
intrusion-detection-system dataset kdd kdd-dataset
8
alceufc / rsc_model
Implementation of the Rest-Sleep-and-Comment (RSC) model.
datascience kdd rsc
Language:Matlab 8
GemsLab / PENminer
Measuring the persistence of activity snippets in evolving networks (KDD '20)
kdd kdd2020 networks evolving-networks persistence anomaly-detection temporal-network
Language:Python 8
viniciusrpb / cic0193_machine_learning
Notebooks Python da parte prática da disciplina "CIC0193 - Fundamentos de Sistemas Inteligentes" do Departamento de Ciência da Computação da Universidade de Brasília.
data-mining deep-learning kdd machine-learning natural-language-procressing
Language:Jupyter Notebook 8
pajaskowiak / dbcv
Density-Based Clustering Validation
cluster-analysis clustering clustering-evaluation clustering-methods clustering-validation datasets dbcv density-based-clustering 2d-data dbscan-clustering dbscan-clusters synthetic-data hdbscan hdbscan-clustering-algorithm kdd
Language:MATLAB 7
ThyrixYang / IDToolkit
IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics, KDD'23
bayesian-optimization benchmark deep-learning deep-neural-networks deeplearning inverse-design inverse-problems kdd kdd2023
Language:Python 7
wuliwei9278 / primalCR
C++ implementation of primalCR and primalCR++ proposed in KDD'17 paper
kdd personazlied ranking recommender
Language:C++ 7
microsoft / figure
[NeurIPS 2023, KDD MLG 2023] Repo that contains code for the paper titled: "FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations".
machine-learning microsoft unsupervised-learning graph-machine-learning kdd neurips representation-learning
Language:Python 6
floydwch / kddcup2017
machine-learning data-science kdd kddcup2017
Language:Python 4
Hololovich / Coursera-churn-prediction
Churn prediction project
ipynb kdd baseline churn churn-prediction churn-analytics lightgbm
Language:Jupyter Notebook 4
lawwu / kdd2023_notes
Notes from KDD2023
conference conference-notes kdd kdd2023
4

kdd

khundman / telemanom

steven95421 / KDD_WinnieTheBest

benedekrozemberczki / GraphWaveMachine

alik604 / cyber-security

annamalai-nr / graph2vec_tf

chenchongthu / ENMF

GrammarViz2 / grammarviz2_src

jMotif / sax-vsm_classic

yongkaiwu / FairAI

benedekrozemberczki / EgoSplitting

CHLWR / KDD2019_K-Multiple-Means

chengxuanying / KDD-Multimodalities-Recall

rgmining / fraudar

jMotif / jmotif-R

ahmedbesbes / Understanding-deep-Convolutional-Neural-Networks-with-a-practical-use-case-in-Tensorflow-and-Keras

fabiomercorio / GraphDBLP

chrisPiemonte / crime-analysis

kaist-dmlab / STARE

THUDM / KDD-Industrial-Papers

annamalai-nr / subgraph2vec_tf

illidanlab / FADE

stormsinbrewing / Real_Time_Social_Media_Mining

yueyu1030 / STEAM

wuliwei9278 / ml-1m

RongfanLi98 / SPGCL

AayushNagpal / Intrusion-Detection-System

alceufc / rsc_model

GemsLab / PENminer

viniciusrpb / cic0193_machine_learning

pajaskowiak / dbcv

ThyrixYang / IDToolkit

wuliwei9278 / primalCR

microsoft / figure

floydwch / kddcup2017

Hololovich / Coursera-churn-prediction

lawwu / kdd2023_notes