SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

A data-aware explainable deep learning approach for next activity prediction · Study

ArticleShelves

ArticleA data-aware explainable deep learning approach for next activity prediction

Lerina Aversano2023

Article2023

A data-aware explainable deep learning approach for next activity prediction

Lerina Aversano · Mario Luca Bernardi · Marta Cimitile · Martina Iammarino · Chiara Verdone

24 citations·0/0 files stored·Engineering Applications of Artificial Intelligence

No readable copy stored yet — this record is metadata only.

No open-access location is known for this record yet.

Literature note Cite in a project Citation map

Business Process Modeling and Analysis Explainable Artificial Intelligence (XAI)Robotic Process Automation Applications

Abstract

No abstract was published for this record.

Paper brief

Loading…

Cite this work

Citation unavailable for this work.

BibTeX RIS CSL-JSON

No public copy is stored for this record, so only the metadata is cited.

Citations in this library

Citation map →

Stored only when both papers are in the corpus — 24 citations exist upstream.

References

2021Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions 2019The Performance of LSTM and BiLSTM in Forecasting Time Series 2011Process Mining: Discovery, Conformance and Enhancement of Business Processes 2017Predictive Business Process Monitoring with LSTM Neural Networks 20182018 IEEE International Conference on Big Data (Big Data)2017Predicting process behaviour using deep learning 2019Learning Accurate LSTM Models of Business Processes 2017Efficient Hyperparameter Optimization and Infinitely Many Armed Bandits

Related works

Explore the map →

Papers that cite the same references — the relational fallback while embeddings are still backfilling.

2024Machine learning in business process management: A systematic literature reviewreview · 11 shared references 2023JARVIS: Joining Adversarial Training With Vision Transformers in Next-Activity Predictionarticle · 9 shared references 2021Deep Learning for Predictive Business Process Monitoring: Review and Benchmarkarticle · 9 shared references 2023Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoringarticle · 8 shared references 2020ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNsarticle · 8 shared references 2021AI-Empowered Process Mining for Complex Application Scenarios: Survey and Discussionarticle · 8 shared references

Details

Year2023

Typearticle

Published2023-07-20

VenueEngineering Applications of Artificial Intelligence

ISSN-L0952-1976

Languageen

Citations24

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

Identifiers

doi10.1016/j.engappai.2023.106758

openalex_workW4385128437

Links

Imported from OpenAlex (CC0) — nothing here is generated.