Isak Karlsson

23 papers A* 1B 5C 1Journal 6Unranked 9
YearRankTypeTitle / Venue / Authors
2021 J jnl
SMILE: a feature-based temporal abstraction framework for event-interval sequence classification.
Data Min. Knowl. Discov.
Jonathan Rebane, Isak Karlsson, Leon Bornemann, Panagiotis Papapetrou
2020 J jnl
Locally and globally explainable time series tweaking.
Knowl. Inf. Syst.
Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis
2019 J jnl
A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records.
BMC Medical Informatics Decis. Mak.
Francesco Bagattini, Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou
2019 B conf
An Investigation of Interpretable Deep Learning for Adverse Drug Event Prediction.
CBMS
Jonathan Rebane, Isak Karlsson, Panagiotis Papapetrou
2018 A* conf
Explainable Time Series Tweaking via Irreversible and Reversible Temporal Transformations.
ICDM
Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis
2018 J jnl
Explainable time series tweaking via irreversible and reversible temporal transformations.
CoRR
Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis
2018 — conf
Exploring epistaxis as an adverse effect of anti-thrombotic drugs and outdoor temperature.
PETRA
Jaakko Hollmén, Lars Asker, Isak Karlsson, Panagiotis Papapetrou, Henrik Boström, Birgitta Norstedt Wikner, Inger Öhman
2017 C conf
Conformal Prediction Using Random Survival Forests.
ICMLA
Henrik Boström, Lars Asker, Ram B. Gurung, Isak Karlsson, Tony Lindgren, Panagiotis Papapetrou
2017 B conf
KAPMiner: Mining Ordered Association Rules with Constraints.
IDA
Isak Karlsson, Panagiotis Papapetrou, Lars Asker
2017 — conf
Mining disproportional itemsets for characterizing groups of heart failure patients from administrative health records.
PETRA
Isak Karlsson, Panagiotis Papapetrou, Lars Asker, Henrik Boström, Hans E. Persson
2017 — —
Order in the random forest.
Isak Karlsson
2016 B conf
Early Random Shapelet Forest.
DS
Isak Karlsson, Panagiotis Papapetrou, Henrik Boström
2016 J jnl
Generalized random shapelet forests.
Data Min. Knowl. Discov.
Isak Karlsson, Panagiotis Papapetrou, Henrik Boström
2016 — conf
Predicting Adverse Drug Events Using Heterogeneous Event Sequences.
ICHI
Isak Karlsson, Henrik Boström
2016 — conf
Semigeometric Tiling of Event Sequences.
ECML/PKDD (1)
Andreas Henelius, Isak Karlsson, Panagiotis Papapetrou, Antti Ukkonen, Kai Puolamäki
2015 J jnl
Embedding-based subsequence matching with gaps-range-tolerances: a Query-By-Humming application.
VLDB J.
Alexios Kotsifakos, Isak Karlsson, Panagiotis Papapetrou, Vassilis Athitsos, Dimitrios Gunopulos
2015 — conf
Forests of Randomized Shapelet Trees.
SLDS
Isak Karlsson, Panagiotis Papapetrou, Henrik Boström
2015 — conf
GoldenEye++: A Closer Look into the Black Box.
SLDS
Andreas Henelius, Kai Puolamäki, Isak Karlsson, Jing Zhao, Lars Asker, Henrik Boström, Panagiotis Papapetrou
2015 — conf
Multi-channel ECG classification using forests of randomized shapelet trees.
PETRA
Isak Karlsson, Panagiotis Papapetrou, Lars Asker
2014 B conf
Dimensionality Reduction with Random Indexing: An Application on Adverse Drug Event Detection Using Electronic Health Records.
CBMS
Isak Karlsson, Jing Zhao
2014 — conf
Handling Sparsity with Random Forests When Predicting Adverse Drug Events from Electronic Health Records.
ICHI
Isak Karlsson, Henrik Boström
2014 — conf
Mining candidates for adverse drug interactions in electronic patient records.
PETRA
Lars Asker, Henrik Boström, Isak Karlsson, Panagiotis Papapetrou, Jing Zhao
2013 B conf
Predicting Adverse Drug Events by Analyzing Electronic Patient Records.
AIME
Isak Karlsson, Jing Zhao, Lars Asker, Henrik Boström