Kary Främling
Adjunct Professor
Adjunct Professor
T307 Dept. Industrial Engineering and Management
Full researcher profile
https://research.aalto.fi/...
Areas of expertise
Internet of Things, Intelligent products, Reinforcement learning, Explainable AI, Building Information Modelling
Honors and awards
Highly Commended Award of Emerald Literati Club
Award or honor granted for a specific work
Department of Computer Science
Jan 2002
Publications
Machine Learning Applications for Smart Building Energy Utilization: A Survey
Matti Huotari, Kary Främling, Avleen Malhi
2024
Archives of Computational Methods in Engineering
Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility
Kary Främling
2023
Explainable and Transparent AI and Multi-Agent Systems - 5th International Workshop, EXTRAAMAS 2023, Revised Selected Papers
Feature Importance versus Feature Influence and What It Signifies for Explainable AI
Kary Främling
2023
Explainable Artificial Intelligence - 1st World Conference, xAI 2023, 2023, Proceedings
An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets
Avleen Malhi, Kary Främling
2023
Explainable Artificial Intelligence - 1st World Conference, xAI 2023, 2023, Proceedings
Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility
Avleen Malhi, Vlad Apopei, Kary Främling
2023
Explainable Artificial Intelligence - 1st World Conference, xAI 2023, 2023, Proceedings
A Comprehensive Security Architecture for Information Management throughout the Lifecycle of IoT Products
Narges Yousefnezhad, Avleen Malhi, Tuomas Keyriläinen, Kary Främling
2023
Sensors
CN-waterfall
Nazanin Fouladgar, Marjan Alirezaie, Kary Främling
2022
Neural Computing and Applications
Metrics and Evaluations of Time Series Explanations: An Application in Affect Computing
Nazanin Fouladgar, Marjan Alirezaie, Kary Framling
2022
IEEE Access
Contextual Importance and Utility: A Theoretical Foundation
Kary Främling
2022
AI 2021
Critical study of the applicability of additional IAQ sensors in older buildings
Esa Halmetoja, Heidi Salonen, Heikki Ihasalo, Kary Främling
2022
Intelligent Buildings International