verenich / ProcessSequencePrediction
☆103Updated 5 years ago
Alternatives and similar repositories for ProcessSequencePrediction:
Users that are interested in ProcessSequencePrediction are comparing it to the libraries listed below
- Learning Accurate Generative Models of Business Processes With LSTM Neural Networks☆28Updated 10 months ago
- Comparative experimental evaluation of outcome-oriented predictive monitoring techniques on a benchmark consisting of 24 real-world datas…☆32Updated 3 years ago
- Code for the paper "LSTM Networks for Data-Aware Remaining Time Prediction of Business Process Instances"☆9Updated 6 years ago
- https://arxiv.org/abs/2009.01561☆22Updated 2 years ago
- ☆20Updated 3 years ago
- A Deep Learning model for business process predictions. Preprint on arXiv: https://arxiv.org/abs/2102.07838☆11Updated 4 years ago
- Transformer Network for Predictive Business Process Monitoring Tasks☆38Updated 4 months ago
- Repository containing all implementations and experiments for the EDBN model.☆18Updated 3 years ago
- Leveraging A-priori Knowledge in Predictive Business Process Monitoring☆10Updated 6 years ago
- This is the complementary code repository for the BINet papers.☆25Updated 3 years ago
- ☆12Updated 3 years ago
- Scripts related to predictive business process monitoring framework with structured and unstructured (textual) data.☆8Updated 6 years ago
- This repository generates process mining event log features. Most of the features have been extracted from several process mining scienti…☆12Updated 3 years ago
- Benchmark evaluation for predictive monitoring of remaining cycle time of business processes☆14Updated 2 years ago
- An LSTM Autoencoder for rare event classification☆108Updated 5 years ago
- ☆11Updated 3 years ago
- A Web Application to Support Research in Predictive Monitoring Tasks (docs: https://bit.ly/2XdXmth)☆24Updated 3 years ago
- ☆34Updated 4 years ago
- Business Process Encoding☆12Updated 7 months ago
- Predictive imputation of missing values with sklearn interface. This is a simple implementation of the idea presented in the MissForest R…☆40Updated 2 years ago
- Gated Recurrent Unit with a Decay mechanism for Multivariate Time Series with Missing Values☆115Updated 5 years ago
- Datasets for predictive monitoring of business processes.☆10Updated 4 years ago
- ☆11Updated 4 years ago
- ☆92Updated 6 years ago
- DeepAlign: Alignment-based Process Anomaly Correction Using Recurrent Neural Networks☆10Updated last year
- Implementation an RNN time-embedding layer from "Time-Dependent Representation for Neural Event Sequence Prediction" paper☆17Updated 5 years ago
- ☆151Updated 3 years ago
- This is the native Python implementation of CPT(compact Prediction Tree)☆47Updated 6 years ago
- ☆11Updated 3 years ago
- Modeling the asynchronous event sequence via Recurrent Point Process☆61Updated 7 years ago