| 2025 | IJCNN | Segmentation and Smoothing Affect Explanation Quality More Than the Choice of Perturbation-based XAI Method for Image Explanations. | Gustav Grund Pihlgren, Kary Frmling |
| 2024 | IJCNN | Enhancing Vulnerable Class Robustness in Adversarial Machine Learning. | Minal Suresh Patil, Kary Frmling |
| 2023 | ICANN | Improving Neural Network Verification Efficiency Through Perturbation Refinement. | Minal Suresh Patil, Kary Frmling |
| 2021 | CHI | Towards Explainable and Trustworthy Autonomous Physical Systems. | Daniel Omeiza, Sule Anjomshoae, Konrad Kollnig, Oana-Maria Camburu, Kary Frmling, Lars Kunze |
| 2021 | ESANN | Context-specific sampling method for contextual explanations. | Manik Madhikermi, Avleen Malhi, Kary Frmling |
| 2021 | Mobiquitous | Air Handling Unit Explainability Using Contextual Importance and Utility. | Avleen Malhi, Manik Madhikermi, Matti Huotari, Kary Frmling |
| 2020 | ICAART | An OAuth-based Authentication Mechanism for Open Messaging Interface Standard. | Hitesh Chander Monga, Tuomas Kinnunen, Avleen Malhi, Asad Javed, Kary Frmling |
| 2020 | INDIN | Product Lifecycle Information Management with Digital Twin: A Case Study. | Narges Yousefnezhad, Avleen Malhi, Tuomas Kinnunen, Matti Huotari, Kary Frmling |
| 2020 | IWCMC | Edge Computing-based Fault-Tolerant Framework: A Case Study on Vehicular Networks. | Asad Javed, Avleen Malhi, Kary Frmling |
| 2019 | DICTA | Explaining Machine Learning-Based Classifications of In-Vivo Gastral Images. | Avleen Kaur Malhi, Timotheus Kampik, Husanbir Singh Pannu, Manik Madhikermi, Kary Frmling |
| 2019 | ICTAI | Exploring Numerical Calculations with CalcNet. | Ashish Rana, Avleen Kaur Malhi, Kary Frmling |
| 2019 | PERCOM | Access Time Improvement Framework for Standardized IoT Gateways. | Asad Javed, Narges Yousefnezhad, Jrmy Robert, Keijo Heljanko, Kary Frmling |
| 2018 | INDIN | MeDI: Measurement-based Device Identification Framework for Internet of Things. | Narges Yousefnezhad, Manik Madhikermi, Kary Frmling |
| 2017 | HPCC | Data Model Logger - Data Discovery for Extract-Transform-Load. | Manik Madhikermi, Andrea Buda, Bhargav Dave, Kary Frmling |
| 2017 | Mobiquitous | Authentication and Access Control for Open Messaging Interface Standard. | Narges Yousefnezhad, Roman Filippov, Asad Javed, Andrea Buda, Manik Madhikermi, Kary Frmling |
| 2016 | ETFA | IoT-based interoperability framework for asset and fleet management. | Jere Backman, Janne Vre, Kary Frmling, Manik Madhikermi, Ossi Nyknen |
| 2016 | IECON | O-MI/O-DF standards as interoperability enablers for Industrial Internet: A performance analysis. | Jrmy Robert, Sylvain Kubler, Yves Le Traon, Kary Frmling |
| 2016 | Mobiquitous | IoT-based Smart Parking System for Sporting Event Management. | Sylvain Kubler, Jrmy Robert, Ahmed Hefnawy, Chantal Cherifi, Abdelaziz Bouras, Kary Frmling |
| 2015 | DATA | Data Quality Assessment of Company's Maintenance Reporting: A Case Study. | Manik Madhikermi, Sylvain Kubler, Andrea Buda, Kary Frmling |
| 2015 | WFCS | Data supply chain in Industrial Internet. | Andrea Buda, Kary Frmling, Jukka Borgman, Manik Madhikermi, Saeed Mirzaeifar, Sylvain Kubler |
| 2014 | ETFA | Towards data exchange interoperability in building lifecycle management. | Sylvain Kubler, Manik Madhikermi, Andrea Buda, Kary Frmling, William Derigent, Andr Thomas |
| 2013 | Mobiquitous | Two-Way Communications Through Firewalls Using QLM Messaging. | Sylvain Kubler, Manik Madhikermi, Andrea Buda, Kary Frmling |
| 2011 | Mobiquitous | Instance-Informed Information Systems: A Pre-requisite for Energy-Efficient and Green Information Systems. | Kary Frmling, Jan Nyman, Andr Kaustell, Jan Holmstrm |
| 2009 | ETFA | From Tracking with RFID to Intelligent Products. | Kary Frmling, Jan Nyman |
| 2009 | ETFA | Integration and uses of RF Memory Tags with Smart Space Semantic Web Middleware. | Ian Oliver, Kary Frmling, Joni Jantunen, Sergey Boldyrev, Jukka Honkola |
| 2008 | ICINCO | Light-weight Reinforcement Learning with Function Approximation for Real-life Control Tasks. | Kary Frmling |
| 2007 | ESANN | Replacing eligibility trace for action-value learning with function approximation. | Kary Frmling |
| 2005 | ESANN | Adaptive robot learning in a non-stationary environment. | Kary Frmling |
| 2005 | ICANN | Dual Memory Model for Using Pre-existing Knowledge in Reinforcement Learning Tasks. | Kary Frmling |
| 2004 | ICINCO | Scaled Gradient Descent Learning Rate - Reinforcement Learning with Light-Seeking Robot. | Kary Frmling |