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ORCIDAlejandro Kuratomi
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- affiliation: Stockholm University, Department of Computer and System Science, Sweden
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2020 – today
- 2025
[j2]Alejandro Kuratomi, Zed Lee, Panayiotis Tsaparas, Evaggelia Pitoura, Tony Lindgren, Guilherme Dinis Junior, Panagiotis Papapetrou:
Subgroup fairness based on shared counterfactuals. Knowl. Inf. Syst. 67(11): 10863-10901 (2025)- [c10]Kent Fredriksdotter
, Alejandro Kuratomi, Lena Mondrejevski, Luis Quintero:
SepsisVision: Web-Based Support Tool for Sepsis Mortality Risk Screening Through Explanatory and Exploratory User Interfaces. PKDD/ECML Workshops (4) 2025: 151-155 - [c9]Muna Shati, Franco Rugolon, Alejandro Kuratomi:
A Case Study in Explainable AI for Drug-Drug Interaction Prediction: A SHAP-Based Approach. PKDD/ECML Workshops (2) 2025: 235-250 - [c8]Guilherme Gryschek, Luis Quintero, Alejandro Kuratomi:
Trustworthiness and Medical Usefulness of Explainability Techniques in ML-Supported Depression Screening Within Primary Care. PKDD/ECML Workshops (1) 2025: 473-488 - [i1]Alejandro Kuratomi, Zed Lee, Guilherme Dinis Junior, Tony Lindgren, Diego García-Pérez:
CRITS: Convolutional Rectifier for Interpretable Time Series Classification. CoRR abs/2506.12042 (2025) - 2024
- [b1]Alejandro Kuratomi Hernández:
Orange Juice: Enhancing Machine Learning Interpretability. Stockholm University, Sweden, 2024 - [j1]Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou:
Ijuice: integer JUstIfied counterfactual explanations. Mach. Learn. 113(8): 5731-5771 (2024) - [c7]Ulf Lesley, Alejandro Kuratomi Hernández:
Improving XAI Explanations for Clinical Decision-Making - Physicians' Perspective on Local Explanations in Healthcare. AIME (2) 2024: 296-312 - [c6]Alejandro Kuratomi, Zed Lee, Panayiotis Tsaparas, Guilherme Dinis Junior, Evaggelia Pitoura, Tony Lindgren, Panagiotis Papapetrou:
CounterFair: Group Counterfactuals for Bias Detection, Mitigation and Subgroup Identification. ICDM 2024: 181-190 - [c5]Alejandro Kuratomi, Zed Lee, Guilherme Dinis Junior, Tony Lindgren, Diego García-Pérez:
CRITS: Convolutional Rectifier for Interpretable Time Series Classification. PKDD/ECML Workshops (1) 2024: 444-461 - 2023
- [c4]Alejandro Kuratomi, Zed Lee, Ioanna Miliou, Tony Lindgren, Panagiotis Papapetrou:
ORANGE: Opposite-label soRting for tANGent Explanations in heterogeneous spaces. DSAA 2023: 1-10 - 2022
- [c3]Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou:
JUICE: JUstIfied Counterfactual Explanations. DS 2022: 493-508 - [c2]Alejandro Kuratomi, Evaggelia Pitoura, Panagiotis Papapetrou, Tony Lindgren, Panayiotis Tsaparas:
Measuring the Burden of (Un)fairness Using Counterfactuals. PKDD/ECML Workshops (1) 2022: 402-417 - 2020
- [c1]Alejandro Kuratomi, Tony Lindgren, Panagiotis Papapetrou:
Prediction of Global Navigation Satellite System Positioning Errors with Guarantees. ECML/PKDD (4) 2020: 562-578
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