Robust Process Mining with Guarantees
Produktnummer:
1893362e1e09ad4243ada1c06a7429c7c8
| Autor: | Leemans, Sander J. J. |
|---|---|
| Themengebiete: | Business Process Discovery Business Process Management Computer Applications Conformance Checking Process Mining |
| Veröffentlichungsdatum: | 29.03.2022 |
| EAN: | 9783030966546 |
| Sprache: | Englisch |
| Seitenzahl: | 467 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer International Publishing |
| Untertitel: | Process Discovery, Conformance Checking and Enhancement |
Produktinformationen "Robust Process Mining with Guarantees"
This book presents techniques for process discovery, conformance checking and enhancement. For process discovery, it introduces the Inductive Miner framework: a recursive skeleton for discovery techniques that in itself provides several guarantees. The framework is instantiated in several concrete discovery techniques, each of which targets a specific challenge of process discovery, such as incompleteness of information or noisy behavior. For conformance checking, it introduces the Projected Conformance Checking framework, which focuses on speed, but nevertheless provides several guarantees, such as that for certain classes of models, it can decide language equivalence. For enhancement, it introduces the Inductive visual Miner, a well-polished end-user focused tool that includes process discovery, conformance checking and that can visualize performance on a discovered model, all without any user input.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen