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.
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Jan 17, 2025 - Jupyter Notebook
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kdd
Here are 100 public repositories matching this topic...
Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities
python security machine-learning deep-learning malware pytorch ids intrusion-detection denial-of-service kdd cyber-security unsw rainbow-table network-intrusion-detection anomaly-detection malware-detection kdd99 nsl-kdd unsw-nb15 financial-anomaly-detection
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Apr 25, 2024 - Jupyter Notebook
KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall first place
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Jul 22, 2020 - Jupyter Notebook
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
machine-learning word2vec spectral factorization kdd wavelet unsupervised-learning embedding diffusion laplacian refex node2vec graph-embedding graphwave graph-wavelet struc2vec rolx structural-embedding structural-role heat-kernel
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Mar 18, 2023 - Python
This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".
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Dec 4, 2017 - Python
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 reproducible-research evaluation collaborative-filtering recommender-system recommendation kdd reproducibility efficient-algorithm icml sigir state-of-the-art neurips lcfn lightgcn nbpo dhcf srns
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Jul 22, 2021 - Python
GrammarViz 2.0 public release:
visualization java gui algorithm time-series discord grammar sax complexity kdd anomalydetection anomalydiscovery
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Jul 26, 2026 - Java
SAX-VSM public release, visit our website for detail
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Jul 26, 2026 - Java
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.
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Mar 11, 2021 - MATLAB
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
machine-learning deep-learning clustering machine-learning-algorithms community-detection networkx kdd community-detection-algorithm igraph graph-clustering louvain-algorithm fuzzy-clustering ego-network louvain-community-detection louvain-method community-detection-evaluation ego-networks graph-clustering-algorithm fast-clustering persona-graph
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Mar 18, 2023 - Python
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.
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Jun 20, 2020 - Jupyter Notebook
SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp)
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Jul 27, 2026 - C++
What makes convnets so powerful at image classification?
python blog data-science computer-vision deep-learning article tensorflow keras convnet kaggle dataset image-classification keras-tutorials convolutional-neural-networks kdd deep-learning-tutorial kaggle-cats convolution-filter
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Nov 21, 2017 - Jupyter Notebook
Association Rule Mining from Spatial Data for Crime Analysis
python data-science jupyter anaconda scikit-learn pandas crime gensim shapefile matplotlib spatial-analysis spatial-data kdd crime-data association-rules crime-analysis doc2vec sentence-clustering sequence-mining
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Feb 7, 2019 - Jupyter Notebook
AI Paper Reviewer: LLM-based tool for academic paper review
reviewer kdd paper-writing reviewers research-paper aaai iclr icml claude academic-writing peer-review paper-review neurips llm prompt-engineering chatgpt academic-paper-review ai-research-writing ai-paper-reviewer
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Sep 24, 2026 - Python
a Graph-based instance of DBLP
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May 15, 2020 - Python
Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping
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Dec 26, 2022 - Java
A list of recent industrial papers in KDD'16–'18
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Jul 8, 2019
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