Kary Främling

Kary Främling

Aalto-yliopisto

H-index: 38

Europe-Finland

About Kary Främling

Kary Främling, With an exceptional h-index of 38 and a recent h-index of 28 (since 2020), a distinguished researcher at Aalto-yliopisto, specializes in the field of Explainable AI, Artificial Intelligence, Machine Learning, Internet of Things, Systems of Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Machine Learning Applications for Smart Building Energy Utilization: A Survey

Improving Neural Network Verification Efficiency Through Perturbation Refinement

Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility

IoT Open Messaging Standards: Performance Comparison with MQTT and CoAP Protocols

Context, utility and influence of an explanation

An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets

A comprehensive security architecture for information management throughout the lifecycle of IoT products

Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility

Kary Främling Information

University

Position

Professor of Data Science at Umeå University Adjunct professor in Computer Science

Citations(all)

6027

Citations(since 2020)

3089

Cited By

3900

hIndex(all)

38

hIndex(since 2020)

28

i10Index(all)

95

i10Index(since 2020)

62

Email

University Profile Page

Aalto-yliopisto

Google Scholar

View Google Scholar Profile

Kary Främling Skills & Research Interests

Explainable AI

Artificial Intelligence

Machine Learning

Internet of Things

Systems of Systems

Top articles of Kary Främling

Title

Journal

Author(s)

Publication Date

Machine Learning Applications for Smart Building Energy Utilization: A Survey

Archives of Computational Methods in Engineering

Matti Huotari

Avleen Malhi

Kary Främling

2024/2/5

Improving Neural Network Verification Efficiency Through Perturbation Refinement

Minal Suresh Patil

Kary Främling

2023/9/22

Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility

Kary Främling

2023/5/29

IoT Open Messaging Standards: Performance Comparison with MQTT and CoAP Protocols

Avleen Malhi

Asad Javed

Narges Yousefnezhad

Kary Främling

2023/8/14

Context, utility and influence of an explanation

arXiv preprint arXiv:2303.13552

Minal Suresh Patil

Kary Främling

2023/3/22

An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets

Avleen Malhi

Kary Främling

2023/7/26

A comprehensive security architecture for information management throughout the lifecycle of IoT products

Sensors

Narges Yousefnezhad

Avleen Malhi

Tuomas Keyriläinen

Kary Främling

2023/3/18

Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility

Avleen Malhi

Vlad Apopei

Kary Främling

2023/7/26

Explainable and Transparent AI and Multi-Agent Systems

Davide Calvaresi

Amro Najjar

Michael Winikoff

Kary Främling

2022/9/22

Feature Importance versus Feature Influence and What It Signifies for Explainable AI

Kary Främling

2023/7/26

Investigating Lipschitz Constants in Neural Ensemble Models to Improve Adversarial Robustness

Minal Suresh Patil

Kary Främling

2023/11/22

Do intermediate feature coalitions aid explainability of black-box models?

Minal Suresh Patil

Kary Främling

2023/7/26

IoT platforms initiative

Sylvain Kubler

Kary Främling

Arkady Zaslavsky

Charalampos Doukas

Eneko Olivares

...

2022/9/1

Contextual importance and utility: a theoretical foundation

Kary Främling

2022/2/2

Multi-class estimation of human thermal preference for building controls based on user feedback and multi-sensor measurements

Available at SSRN 4250963

Matti Huotari

Heikki Ihasalo

Kary Främling

2022/8/30

CN-waterfall: a deep convolutional neural network for multimodal physiological affect detection

Neural Computing and Applications

Nazanin Fouladgar

Marjan Alirezaie

Kary Främling

2022/2

Event Classification with Imbalanced and Missing Data for an Air-Handling Unit

Matti Huotari

Kary Främling

2022/7/8

CN-waterfall

Nazanin Fouladgar

Marjan Alirezaie

Kary Främling

2022

System for method for secured logging of events

2022/5/24

Smartphone Based Grape Leaf Disease Diagnosis and Remedial System Assisted with Explanations

Avleen Malhi

Vlad Apopei

Manik Madhikermi

Mandeep

Kary Främling

2022/5/9

See List of Professors in Kary Främling University(Aalto-yliopisto)

Co-Authors

H-index: 66
Lauri Koskela

Lauri Koskela

University of Huddersfield

H-index: 54
Jan Holmstrom

Jan Holmstrom

Aalto-yliopisto

H-index: 34
Keijo Heljanko

Keijo Heljanko

Helsingin yliopisto

H-index: 30
Abdelaziz Bouras

Abdelaziz Bouras

Qatar University

H-index: 25
Kubler Sylvain

Kubler Sylvain

Université de Lorraine

H-index: 20
Avleen Malhi

Avleen Malhi

Aalto-yliopisto

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