J. Nurminen

Most-cited papers

RAPL in Action
K. Khan, Mikael Hirki, Tapio Niemi, J. Nurminen +1 more
2018ACM Transactions on Modeling and Performance Evaluation of Computing Systems197 citations Open access
Semantic Scholar
Energy Efficient Multimedia Streaming to Mobile Devices — A Survey
M. A. Hoque, M. Siekkinen, J. Nurminen
2014IEEE Communications Surveys and Tutorials159 citations
Semantic Scholar
Systematic Literature Review of Validation Methods for AI Systems
Lalli Myllyaho, M. Raatikainen, T. Männistö, T. Mikkonen +1 more
2021Journal of Systems and Software148 citations Open access
Semantic Scholar
Cellular-based vehicle to pedestrian (V2P) adaptive communication for collision avoidance
Mehrdad Bagheri, M. Siekkinen, J. Nurminen
2014International Conference on Connected Vehicles and Expo70 citations Open access
Semantic Scholar
Using crowd-sourced viewing statistics to save energy in wireless video streaming
M. A. Hoque, M. Siekkinen, J. Nurminen
2013ACM/IEEE International Conference on Mobile Computing and Networking69 citations
Semantic Scholar
Adding semantics to internet of things
Xiang Su, Jukka Riekki, J. Nurminen, Johanna Nieminen +1 more
2015Concurrency and Computation68 citations
Semantic Scholar
Cloud Databases for Internet-of-Things Data
Thi Anh Mai Phan, J. Nurminen, M. Di Francesco
20142014 IEEE International Conference on Internet of Things(iThings), and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom)60 citations
Semantic Scholar
Mobile Phone Call Data as a Regional Socio-Economic Proxy Indicator
S. Šćepanović, I. Mishkovski, Pan Hui, J. Nurminen +1 more
2015PLoS ONE58 citations Open access
Semantic Scholar
P2P media streaming with HTML5 and WebRTC
J. Nurminen, Antony J. R. Meyn, Eetu Jalonen, Y. Raivio +1 more
2013Conference on Computer Communications Workshops57 citations
Semantic Scholar
Cloud-Based Pedestrian Road-Safety with Situation-Adaptive Energy-Efficient Communication
Mehrdad Bagheri, M. Siekkinen, J. Nurminen
2016IEEE Intelligent Transportation Systems Magazine51 citations Open access
Semantic Scholar
A peer-to-peer platform for decentralized logistics
Olivier Gallay, K. Korpela, Niemi Tapio, J. Nurminen
201745 citations
Semantic Scholar
Erratum to “The role of context in residential energy interventions: A meta review” [Renew Sustain Energy Rev 77 (2017) 1146–1168]
S. Šćepanović, M. Warnier, J. Nurminen
2020Renewable & Sustainable Energy Reviews37 citations Open access
Semantic Scholar
Saving Energy in Mobile Devices for On-Demand Multimedia Streaming -- A Cross-Layer Approach
M. A. Hoque, M. Siekkinen, J. Nurminen, Sasu Tarkoma +1 more
2014TOMCCAP33 citations Open access
Semantic Scholar
Object Detection in Design Diagrams with Machine Learning
J. Nurminen, K. Rainio, Jukka-Pekka Numminen, Timo Syrjänen +2 more
2019International Conference on Computer Recognition Systems32 citations
Semantic Scholar
Using Viewing Statistics to Control Energy and Traffic Overhead in Mobile Video Streaming
M. Siekkinen, M. A. Hoque, J. Nurminen
2016IEEE/ACM Transactions on Networking32 citations
Semantic Scholar
Adaptive Root Cause Analysis for Self-Healing in 5G Networks
Harrison Mfula, J. Nurminen
2017International Symposium on High Performance Computing Systems and Applications30 citations
Semantic Scholar
On Misbehaviour and Fault Tolerance in Machine Learning Systems
Lalli Myllyaho, M. Raatikainen, T. Männistö, J. Nurminen +1 more
2021Journal of Systems and Software28 citations Open access
Semantic Scholar
Practical Reinforcement Learning -Experiences in Lot Scheduling Application
H. Rummukainen, J. Nurminen
2019IFAC-PapersOnLine28 citations Open access
Semantic Scholar
Ambient Systems , Networks and Technologies ( ANT-2014 ) Connecting IoT Sensors to Knowledge-Based Systems by Transforming SenML to RDF
Xiang Su, H. Zhang, Jukka Riekki, A. Keränen +2 more
201428 citations
Semantic Scholar
Is Machine Learning Software Just Software: A Maintainability View
T. Mikkonen, J. Nurminen, M. Raatikainen, I. Fronza +2 more
2021International Conference on Software Quality. Process Automation in Software Development24 citations Open access
Semantic Scholar
Empirical Study of the Power Consumption of the x86-64 Instruction Decoder
Mikael Hirki, Zhong-Hong Ou, K. Khan, J. Nurminen +1 more
201623 citations
Semantic Scholar
The role of context in residential energy interventions: A meta review
S. Šćepanović, M. Warnier, J. Nurminen
201722 citations Open access
Semantic Scholar
Connecting IoT Sensors to Knowledge-based Systems by Transforming SenML to RDF
Xiang Su, Hao Zhang, Jukka Riekki, A. Keränen +2 more
2014ANT/SEIT22 citations Open access
Semantic Scholar
Optimized Upload Strategies for Live Scalable Video Transmission from Mobile Devices
M. Siekkinen, E. Masala, J. Nurminen
2017IEEE Transactions on Mobile Computing20 citations Open access
Semantic Scholar
How much power does your server consume? Estimating wall socket power using RAPL measurements
K. Khan, Zhong-Hong Ou, Mikael Hirki, J. Nurminen +1 more
2016Computer Science - Research and Development19 citations
Semantic Scholar
Quantum Software Engineering Challenges from Developers' Perspective: Mapping Research Challenges to the Proposed Workflow Model
M. Haghparast, T. Mikkonen, J. Nurminen, V. Stirbu
2023International Conference on Quantum Computing and Engineering17 citations Open access
Semantic Scholar
Understanding WiFi Cross-Technology Interference Detection in the Real World
T. Pulkkinen, J. Nurminen, P. Nurmi
2020IEEE International Conference on Distributed Computing Systems17 citations Open access
Semantic Scholar
Techniques and tools for measuring energy efficiency of scientific software applications
David Abdurachmanov, P. Elmer, G. Eulisse, Robert Knight +6 more
2014arXiv.org17 citations Open access
Semantic Scholar
In-vehicle application for multimodal route planning and analysis
Marius Noreikis, Pranas Butkus, J. Nurminen
20142014 IEEE 3rd International Conference on Cloud Networking (CloudNet)16 citations
Semantic Scholar
Confidence-based Estimators for Predictive Performance in Model Monitoring
Juhani Kivimäki, J. Nurminen, Jakub Bialek, W. Kuberski
2024Journal of Artificial Intelligence Research15 citations Open access
Semantic Scholar
Energy Profiling Using IgProf
K. Khan, Filip Nyback, Zhong-Hong Ou, J. Nurminen +4 more
20152015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing15 citations
Semantic Scholar
Testing the Robustness of AutoML Systems
Tuomas Halvari, J. Nurminen, T. Mikkonen
2020AREA@ECAI14 citations Open access
Semantic Scholar
Systematic Literature Review on Cost-Efficient Deep Learning
Antti Klemetti, M. Raatikainen, Lalli Myllyaho, T. Mikkonen +1 more
2023IEEE Access13 citations Open access
Semantic Scholar
Software Framework for Data Fault Injection to Test Machine Learning Systems
J. Nurminen, Tuomas Halvari, Juha Harviainen, Juha Mylläri +3 more
20192019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)13 citations Open access
Semantic Scholar
Self-Healing Cloud Services in Private Multi-Clouds
Harrison Mfula, J. Nurminen
2018International Symposium on High Performance Computing Systems and Applications13 citations
Semantic Scholar
Special issue on intelligent urban computing with big data
Wu Liu, Peng Cui, J. Nurminen, Jingdong Wang
2017Machine Vision and Applications13 citations Open access
Semantic Scholar
Regression Test Selection Tool for Python in Continuous Integration Process
Eero Kauhanen, J. Nurminen, T. Mikkonen, Matvei A. Pashkovskiy
2021IEEE International Conference on Software Analysis, Evolution, and Reengineering12 citations Open access
Semantic Scholar
Node co-activations as a means of error detection - Towards fault-tolerant neural networks
Lalli Myllyaho, J. Nurminen, T. Mikkonen
2022Array8 citations Open access
Semantic Scholar
Command Similarity Measurement Using NLP
Zafar Hussain, J. Nurminen, T. Mikkonen, Marcin Kowiel
2021Slate8 citations
Semantic Scholar
Analysis of Potential Shift to Low-Carbon Urban Travel Modes: A Computational Framework Based on High-Resolution Smartphone Data
Mehrdad Bagheri, M. Mladenović, I. Kosonen, J. Nurminen
2020Sustainability8 citations Open access
Semantic Scholar
Performance study for off-grid self-backhauled small cells in dense informal settlements
Parth Amin, Nadew Kibret, E. Mutafungwa, B. B. Haile +2 more
2014IEEE International Symposium on Personal, Indoor and Mobile Radio Communications8 citations
Semantic Scholar
Energy efficiency of dynamic management of virtual cluster with heterogeneous hardware
Jukka Kommeri, Tapio Niemi, J. Nurminen
2017Journal of Supercomputing7 citations
Semantic Scholar
Inventory theory applied to cost optimization in cloud computing
Andrea Nodari, J. Nurminen, Christian Frühwirth
2016ACM Symposium on Applied Computing7 citations Open access
Semantic Scholar
Leveraging Parallel Communications for Minimizing Energy Consumption on Smartphones
Mauro Conti, B. Crispo, Daniele Diodati, J. Nurminen +2 more
2015IEEE Transactions on Parallel and Distributed Systems7 citations
Semantic Scholar
Performance evaluation of WebRTC data channels
R. Eskola, J. Nurminen
2015International Symposium on Computers and Communications7 citations
Semantic Scholar
Ethical Issues in Large Language Models: A Systematic Literature Review
A. Laakso, Kai-Kristian Kemell, J. Nurminen
2024Conference on Technology Ethics6 citations
Semantic Scholar
Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline
Yu Luo, Mikko Raatikainen, J. Nurminen
2023EUROMICRO Conference on Software Engineering and Advanced Applications6 citations Open access
Semantic Scholar
Combining Rule-Based System and Machine Learning to Classify Semi-natural Language Data
Zafar Hussain, J. Nurminen, T. Mikkonen, Marcin Kowiel
2023Intelligent Systems with Applications6 citations Open access
Semantic Scholar
Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations
Dennis Muiruri, Lucy Ellen Lwakatare, J. Nurminen, T. Mikkonen
2022Computer6 citations Open access
Semantic Scholar
Robustness of AutoML for Time Series Forecasting in Sensor Networks
Tuomas Halvari, J. Nurminen, T. Mikkonen
20212021 IFIP Networking Conference (IFIP Networking)6 citations Open access
Semantic Scholar