57 citations · 99 across the 10 of their papers we have counts for
4 papers · 1 filter
An Interdisciplinary Comparison of Sequence Modeling Methods for Next-Element Prediction
Niek Tax, Irene Teinemaa, Sebastiaan J. van Zelst
Data of sequential nature arise in many application domains in forms of, e.g. textual data, DNA sequences, and software execution traces. Different research disciplines have develo…
Automatic Playlist Continuation through a Composition of Collaborative Filters
Irene Teinemaa, Niek Tax, Carlos Bentes
The RecSys Challenge 2018 focused on automatic playlist continuation, i.e., the task was to recommend additional music tracks for playlists based on the playlist's title and/or a s…
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring
Ilya Verenich, Marlon Dumas, Marcello La Rosa +2
Predictive business process monitoring methods exploit historical process execution logs to generate predictions about running instances (called cases) of a business process, such…
Alarm-Based Prescriptive Process Monitoring
Irene Teinemaa, Niek Tax, Massimiliano de Leoni +2
Predictive process monitoring is concerned with the analysis of events produced during the execution of a process in order to predict the future state of ongoing cases thereof. Exi…