Awesome Time Series
Papers
Topics
Trending
Leaderboards
Authors
Datasets
Learn
Ask AI
Map
Tools
Packs
News
Videos
All sections
Browse
Papers
The full index, filterable and sortable.
Topics
The same papers grouped by subject tag.
Trending
What moved this week, and by how much.
Authors
Who publishes here, and who they publish with.
Map
The collection laid out by embedding similarity.
Compare
Leaderboards
Benchmark tables, with the paper behind each number.
Datasets
The datasets these papers train and evaluate on.
Tools
Code and libraries released alongside the papers.
Read
Learn
Ordered routes from background reading to current work.
Ask AI
Ask a question and get answers cited to these papers.
Videos
The most-watched talks and lectures in this field.
Packs
Short curated sets built around one question.
Follow
News
Press and coverage tied back to the papers.
Blogs
Author and lab write-ups of their own work.
Newsletter
Email digest of what changed, on a schedule.
Research Radar
Paste an abstract, get matches across every collection.
Yours
Saved
Papers you bookmarked in this browser.
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
Ask AI
Marlon Dumas — most-cited papers & profile · Time Series
← authors
·
overview
Marlon Dumas
13
papers ·
0
citations ·
78
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Exploring LLM Features in Predictive Process Monitoring for Small-Scale Event-Logs
2026
How Will My Business Process Unfold? Predicting Case Suffixes With Start and End Timestamps
2025
Predictive Business Process Monitoring with LSTM Neural Networks
2016
Alarm-Based Prescriptive Process Monitoring
2018
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring
2018
Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning
2021
Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction
2021
Enhancing the Accuracy of Predictors of Activity Sequences of Business Processes
2023
Discovery and Simulation of Data-Aware Business Processes
2024
Top co-authors
Irene Teinemaa
· 3
Marcello La Rosa
· 3
Ilya Verenich
· 2
Massimiliano de Leoni
· 2
Muhammad Awais Ali
· 2
Niek Tax
· 2
Alessandro Padella
· 1
and Fredrik Milani
· 1
Artem Polyvyanyy
· 1
Fabrizio Maggi
· 1
Fabrizio Maria Maggi
· 1
Fredrik Milani
· 1
Topics
cs.LG
cs.CE
cs.AI
cs.IT
math.IT
cs.NE
Anomaly Detection
cs.SY
Domain — Healthcare
econ.GN