https://github.com/boniolp/msad

[VLDB 2023] Model Selection for Anomaly Detection in Time Series

anomaly-detection anomalydetection benchmark convolutional-neural-networks dataset deep-learning deep-neural-networks feature-based machine-learning model-selection resnet time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 30 Apr 2025

https://github.com/boniolp/MSAD

[VLDB 2023] Model Selection for Anomaly Detection in Time Series

anomaly-detection anomalydetection benchmark convolutional-neural-networks dataset deep-learning deep-neural-networks feature-based machine-learning model-selection resnet time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 26 Mar 2025

https://github.com/boniolp/kgraph

Graph Embedding for Interpretable Time Series Clustering

clustering graph graph-embedding graph-representation interpretability networkx python python3 time-series time-series-analysis time-series-clustering

Last synced: 30 Apr 2025

https://github.com/boniolp/theseus

[VLDB 2022] Dash application for "Navigating the Labyrinth of Time Series Anomaly Detection"

anomaly-detection dash dashboard pandas plotly plotly-dash python scikit-learn subsequence time-series time-series-analysis webapp

Last synced: 30 Apr 2025

https://github.com/boniolp/kGraph

Graph Embedding for Interpretable Time Series Clustering

clustering graph graph-embedding graph-representation interpretability networkx python python3 time-series time-series-analysis time-series-clustering

Last synced: 26 Mar 2025

https://github.com/boniolp/Theseus

[VLDB 2022] Dash application for "Navigating the Labyrinth of Time Series Anomaly Detection"

anomaly-detection dash dashboard pandas plotly plotly-dash python scikit-learn subsequence time-series time-series-analysis webapp

Last synced: 26 Mar 2025

https://github.com/boniolp/dcam

[SIGMOD 2022] Python code for "Dimension-wise Class Activation Map for Multivariate Time Series Classification"

class-activation-map classification convolutional-neural-networks deep-learning multivariate-timeseries neural-network python pytorch sigmod time-series

Last synced: 30 Apr 2025

https://github.com/boniolp/dsymb-playground

[ICDE 2024] Python and Streamlit implementation of "d_{symb} playground: an interactive tool to explore large multivariate time series datasets"

clustering data-science data-visualization streamlit symbolization time-series time-series-analysis webapp

Last synced: 30 Apr 2025

https://github.com/boniolp/adecimo

[ICDE 2024] a Web-app for Evaluation of Model selection for Anomaly Detection in Time Series

anomaly-detection deep-learning machine-learning model-selection streamlit streamlit-webapp time-series webapp

Last synced: 30 Apr 2025

https://github.com/boniolp/tsb-kit

Univariate Time-Series Anomaly Detection algorithms from TSB-UAD

anomaly-detection benchmarking data-mining data-science jupyter-notebook machine-learning machine-learning-algorithms numpy pandas pypi-package python python3 time-series time-series-analysis time-series-anomaly-detection unsupervised-learning

Last synced: 13 Apr 2025

https://github.com/boniolp/whichdevice

DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electrical Consumption Time Series

appliance appliance-detection class-activation-maps classification electricity-consumption python streamlit time-series time-series-analysis time-series-classification

Last synced: 22 Feb 2025

https://github.com/boniolp/boniolp.github.io

Last synced: 22 Feb 2025

https://github.com/boniolp/graphit

Graph-based Time Series Clustering Visualisation Tools

clustering graph graph-analysis graph-embedding interpretability python python3 streamlit time-series time-series-analysis time-series-clustering visualization

Last synced: 22 Feb 2025