Kary Främling

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Publication record
84 papers · 917 citations · H-index 17

PAPERS

Context(s) for contextualizing explanaitons
20250 citationsauthor #2
A Functionally-Grounded Benchmark Framework for XAI Methods: Insights and Foundations from a Systematic Literature Review
20252 citationsauthor #3
Bounded fuzzy logic control for optimal scheduling of green hydrogen production and revenue maximisation
20250 citationsauthor #3
Social Explainable AI: What Is It and How to Make It Happen with CIU?
20250 citationsauthor #1
Synthetic imagery for fuzzy object detection: A comparative study
20242 citationsauthor #5
Machine Learning Applications for Smart Building Energy Utilization: A Survey
202421 citationsauthor #3
Contextual Importance and Utility in Python: New Functionality and Insights with the py-ciu Package
20240 citationsauthor #1
SSET: Swapping-Sliding Explanation for Time Series Classifiers in Affect Detection
20240 citationsauthor #3
Enhancing Vulnerable Class Robustness in Adversarial Machine Learning
20240 citationsauthor #2
Segmentation and Smoothing Affect Explanation Quality More Than the Choice of Perturbation-based XAI Method for Image Explanations
20240 citationsauthor #2
py_ciu_image: A Python Library for Explaining Image Classification with Contextual Importance and Utility
20241 citationsauthor #1
An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets
20230 citationsauthor #2
Do intermediate feature coalitions aid explainability of black-box models?
20230 citationsauthor #2
IoT Open Messaging Standards: Performance Comparison with MQTT and CoAP Protocols
20233 citationsauthor #4
Context, Utility and Influence of an Explanation
20232 citationsauthor #2
Investigating Lipschitz Constants in Neural Ensemble Models to Improve Adversarial Robustness
20230 citationsauthor #2
Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility
20231 citationsauthor #1
A Comprehensive Security Architecture for Information Management throughout the Lifecycle of IoT Products
20239 citationsauthor #4
Improving Neural Network Verification Efficiency Through Perturbation Refinement
20230 citationsauthor #2
Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility
20231 citationsauthor #3
Feature Importance versus Feature Influence and What It Signifies for Explainable AI
202312 citationsauthor #1
Metrics and Evaluations of Time Series Explanations: An Application in Affect Computing
202213 citationsauthor #3
Contextual Importance and Utility: aTheoretical Foundation
202212 citationsauthor #1
Smartphone Based Grape Leaf Disease Diagnosis and Remedial System Assisted with Explanations
20221 citationsauthor #5
Event Classification with Imbalanced and Missing Data for an Air-Handling Unit
20221 citationsauthor #2
Context-specific sampling method for contextual explanations
20213 citationsauthor #3
Towards Explainable and Trustworthy Autonomous Physical Systems
20212 citationsauthor #5
Towards a Rigorous Evaluation of Explainability for Multivariate Time Series
202120 citationsauthor #4
Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts
202125 citationsauthor #4
Visual Explanations for DNNs with Contextual Importance
20214 citationsauthor #3
Cognitive Perspectives on Context-based Decisions and Explanations
20212 citationsauthor #2
Online Product Advertisement Prediction and Explanation in Large-scale Social Networks
20213 citationsauthor #4
Air Handling Unit Explainability Using Contextual Importance and Utility
20211 citationsauthor #4
Automated IoT Device Identification Based on Full Packet Information Using Real-Time Network Traffic
202138 citationsauthor #3
ciu.image: An R Package for Explaining Image Classification with Contextual Importance and Utility
20213 citationsauthor #1
One-to-Many Negotiation QoE Management Mechanism for End-User Satisfaction
20216 citationsauthor #8
Comparison of Contextual Importance and Utility with LIME and Shapley Values
202115 citationsauthor #1
Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain
2021128 citationsauthor #4
A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study
20216 citationsauthor #4
Assessing Explainability in Reinforcement Learning
20218 citationsauthor #3
Scalable IoT Platform for Heterogeneous Devices in Smart Environments
202064 citationsauthor #4
Explainable, Transparent Autonomous Agents and Multi-Agent Systems: Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers
20204 citationsauthor #3
IoTEF: A Federated Edge-Cloud Architecture for Fault-Tolerant IoT Applications
202053 citationsauthor #4
Explainable AI without Interpretable Model
20201 citationsauthor #1
Exploring Contextual Importance and Utility in Explaining Affect Detection
20204 citationsauthor #3
Product Lifecycle Information Management with Digital Twin: A Case Study
20207 citationsauthor #5
Decision Explanation: Applying Contextual Importance and Contextual Utility in Affect Detection
20204 citationsauthor #3
bIoTope: Building an IoT Open Innovation Ecosystem for Smart Cities
202024 citationsauthor #6
Explainable Agents for Less Bias in Human-Agent Decision Making
202033 citationsauthor #3
XAI-P-T: A Brief Review of Explainable Artificial Intelligence from Practice to Theory
20205 citationsauthor #2
Edge Computing-based Fault-Tolerant Framework: A Case Study on Vehicular Networks
20205 citationsauthor #3
An OAuth-based Authentication Mechanism for Open Messaging Interface Standard
20203 citationsauthor #5
A Clean Air Journey Planner for pedestrians using high resolution near real time air quality data
20206 citationsauthor #4
Explainable, Transparent Autonomous Agents and Multi-Agent Systems: First International Workshop, EXTRAAMAS 2019, Montreal, QC, Canada, May 13–14, 2019, Revised Selected Papers
201922 citationsauthor #4
Exploring Numerical Calculations with CalcNet
20192 citationsauthor #3
Data Exchange Standard for Industrial Internet of Things
20183 citationsauthor #3
Key data quality pitfalls for condition based maintenance
20175 citationsauthor #4
Open IoT Ecosystem for Sporting Event Management
201760 citationsauthor #4
Combined use of lifecycle management and IoT in smart cities
20174 citationsauthor #7
9 IoT Platforms Initiative
20161 citationsauthor #2
Internet of Things Connecting the Physical, Digital and Virtual Worlds
20162 citationsauthor #2
Proceedings of the IECON 2016 - 42nd Annual Conference of the Industrial Electronics Society, Florence (Italy), October 24-27, 2016
20161 citationsauthor #4
Data quality assessment of maintenance reporting procedures
201623 citationsauthor #5
Supply chain typology for configuring cost-efficient tracking in fashion logistics
201518 citationsauthor #4
Service Orientation in Holonic and Multi-Agent Manufacturing and Robotics
201415 citationsauthor #3
Collaborative tracking and tracing: the value of a composite design
20146 citationsauthor #3
Aalto Research Day 2013, Espoo, Otaniemi 26.9.2013
20130 citationsauthor #3
The Aalto Bim Initiative: Who, What and Why?
20130 citationsauthor #3
Solutions for inter-organizational information system implementation in supply chains: Focus on differences in buyer and supplier incentives
20120 citationsauthor #2
Building Supply Chain Wide Tracking Systems: Case Fashion and Book Supply Chains
20103 citationsauthor #4
Instance Operations Management: A Research Agenda
20100 citationsauthor #3
Implementing inventory transparency to temporary storage locations: A solution design experiment in project business
201011 citationsauthor #3
Sharing Building Information with Smart-M3
20104 citationsauthor #1
Messaging for Instance-level Product Lifecycle Information Management
20100 citationsauthor #1
SPECIAL ISSUE Intelligent Products
20090 citationsauthor #1
Smart Spaces for Ubiquitously Smart Buildings
200920 citationsauthor #1
Tracking in the book selling industry: where to attach RFID tags in the supply chain?
20091 citationsauthor #3
Entry-level solutions for small and medium-size enterprises in supply chains
20080 citationsauthor #5
Assessment of item-specific information management approaches in the area of heavy load vehicles
20079 citationsauthor #2
Establishing inventory transparency to temporary storage locations
20057 citationsauthor #3
Tracking and tracing parcels using a distributed computing approach
200374 citationsauthor #3
Implementing Collaboration Process Networks
200241 citationsauthor #2
Peer-to-Peer Information Systems - An Enabler of Collaborative Planning, Forecasting and Replenishment
200118 citationsauthor #2
A Distributed Software for Collaborative Sales Forecasting
200013 citationsauthor #1

TIMELINE

2000 13 citations

2001 18 citations

2002 41 citations

2003 74 citations

2005 7 citations

2007 9 citations

2008 0 citations

2009 21 citations

2010 18 citations

2012 0 citations

2013 0 citations

2014 21 citations

2015 18 citations

2016 27 citations

2017 69 citations

2018 3 citations

2019 24 citations

2020 213 citations

2021 264 citations

2022 27 citations

2023 28 citations

2024 24 citations

2025 2 citations

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