Isak Karlsson - RankMe

23 papers A* 1B 5C 1Journal 6Unranked 9

Year	Rank	Type	Title / 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