| 2024 | ACL | CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification. | Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren |
| 2024 | DIS | Evaluating the Reliability of Self-explanations in Large Language Models. | Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren |
| 2024 | ICDM | CounterFair: Group Counterfactuals for Bias Detection, Mitigation and Subgroup Identification. | Alejandro Kuratomi, Zed Lee, Panayiotis Tsaparas, Guilherme Dinis Junior, Evaggelia Pitoura, Tony Lindgren, Panagiotis Papapetrou |
| 2023 | DSAA | ORANGE: Opposite-label soRting for tANGent Explanations in heterogeneous spaces. | Alejandro Kuratomi, Zed Lee, Ioanna Miliou, Tony Lindgren, Panagiotis Papapetrou |
| 2023 | IDA | AID4HAI: Automatic Idea Detection for Healthcare-Associated Infections from Twitter, a Framework Based on Active Learning and Transfer Learning. | Zahra Kharazian, Mahmoud Rahat, Fbio F. Gama, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk, Tony Lindgren, Sindri Magnsson |
| 2022 | DIS | JUICE: JUstIfied Counterfactual Explanations. | Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou |
| 2021 | IDA | Z-Hist: A Temporal Abstraction of Multivariate Histogram Snapshots. | Zed Lee, Nicholas Anton, Panagiotis Papapetrou, Tony Lindgren |
| 2020 | KDD | Z-Miner: An Efficient Method for Mining Frequent Arrangements of Event Intervals. | Zed Lee, Tony Lindgren, Panagiotis Papapetrou |
| 2019 | IRI | Example-Based Feature Tweaking Using Random Forests. | Tony Lindgren, Panagiotis Papapetrou, Isak Samsten, Lars Asker |
| 2017 | ICMLA | Conformal Prediction Using Random Survival Forests. | Henrik Bostrm, Lars Asker, Ram B. Gurung, Isak Karlsson, Tony Lindgren, Panagiotis Papapetrou |
| 2016 | FlAIRS | Learning Decision Trees from Histogram Data Using Multiple Subsets of Bins. | Ram B. Gurung, Tony Lindgren, Henrik Bostrm |
| 2006 | SAC | On handling conflicts between rules with numerical features. | Tony Lindgren |
| 2003 | IDA | Resolving Rule Conflicts with Double Induction. | Tony Lindgren, Henrik Bostrm |
| 2002 | ALT | Classification with Intersecting Rules. | Tony Lindgren, Henrik Bostrm |
| 2000 | CATA | Anytime inductive logic programming. | Tony Lindgren |