Jukka K. Nurminen

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 50

Top Venues

Helsinki University of Technology, Finland (PHD)

Education History

Helsinki University of Technology, Finland

PHD

Publications

Juhani Kivimäki, Jakub Bialek, Jukka K. Nurminen, Wojtek Kuberski
Confidence-based Estimators for Predictive Performance in Model Monitoring. CoRR (2024)
Zafar Hussain, Jukka K. Nurminen, Perttu Ranta-aho
Training a language model to learn the syntax of commands. Array 23 (2024)
Riku Alho, Mikko Raatikainen, Lalli Myllyaho, Jukka K. Nurminen
On Modularity of Neural Networks: Systematic Review and Open Challenges. ICSR (2024)
Juhani Kivimäki, Aleksey Lebedev, Jukka K. Nurminen
Failure Prediction in 2D Document Information Extraction with Calibrated Confidence Scores. COMPSAC (2023)
Majid Haghparast, Tommi Mikkonen, Jukka K. Nurminen, Vlad Stirbu
Quantum Software Engineering Challenges from Developers' Perspective: Mapping Research Challenges to the Proposed Workflow Model. QCE (2023)
Majid Haghparast, Tommi Mikkonen, Jukka K. Nurminen, Vlad Stirbu
Quantum Software Engineering Challenges from Developers' Perspective: Mapping Research Challenges to the Proposed Workflow Model. CoRR (2023)
Jorma Valjakka, Juha Mylläri, Lalli Myllyaho, Juhani Kivimäki, Jukka K. Nurminen
Anomaly Localization in Audio via Feature Pyramid Matching. COMPSAC (2023)
Riku Alho, Mikko Raatikainen, Jukka K. Nurminen, Lalli Myllyaho, Lucy Ellen Lwakatare
Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models. TKTP (2023)
Katja Saarela, Vili Huhta-Koivisto, Kai-Kristian Kemell, Jukka K. Nurminen
Explainability of Machine Learning in Work Disability Risk Prediction. ACR (2023)
Ilmo Salmenperá, Jukka K. Nurminen
Software techniques for training restricted Boltzmann machines on size-constrained quantum annealing hardware. Frontiers Comput. Sci. 5 (2023)
Juha Mylläri, Jukka K. Nurminen
Discrepancy Scaling for Fast Unsupervised Anomaly Localization. COMPSAC (2023)
Yumo Luo, Mikko Raatikainen, Jukka K. Nurminen
Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline. SEAA (2023)
Vili Huhta-Koivisto, Katja Saarela, Jukka K. Nurminen
Work Disability Risk Prediction with Text Classification of Medical Reports. ACR (2023)
Zafar Hussain, Jukka K. Nurminen, Perttu Ranta-aho
Learning the Structure of Commands by Detecting Random Tokens Using Markov Model. ICMLT (2023)
Antti Klemetti, Mikko Raatikainen, Lalli Myllyaho, Tommi Mikkonen, Jukka K. Nurminen
Systematic Literature Review on Cost-Efficient Deep Learning. IEEE Access 11 (2023)
Zafar Hussain, Jukka K. Nurminen, Tommi Mikkonen, Marcin Kowiel
Combining Rule-Based System and Machine Learning to Classify Semi-natural Language Data. IntelliSys (1) (2022)
Katja Saarela, Vili Huhta-Koivisto, Jukka K. Nurminen
Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods. ICR (2022)
Jukka K. Nurminen, Arianne Meijer, Ilmo Salmenperá, Leo Becker
The Next Bottleneck after Quantum Hardware Will be Quantum Software. ERCIM News 2022 (128) (2022)
Lalli Myllyaho, Jukka K. Nurminen, Tommi Mikkonen
Node co-activations as a means of error detection - Towards fault-tolerant neural networks. Array 15 (2022)
Dennis Muiruri, Lucy Ellen Lwakatare, Jukka K. Nurminen, Tommi Mikkonen
Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations. Computer 55 (6) (2022)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Jukka K. Nurminen, Tommi Mikkonen
On misbehaviour and fault tolerance in machine learning systems. J. Syst. Softw. 183 (2022)
Vladimir T. Kramar, Jukka K. Nurminen, Tatu Aalto
Grouping Test Results with the Common Root Cause Using String Similarity Algorithms. ICR (2022)
Jon Speer, Jukka K. Nurminen
Program Equivalence Checking for the Facilitation of Quantum Offloading. CCWC (2021)
Tuomas Halvari, Jukka K. Nurminen, Tommi Mikkonen
Robustness of AutoML for Time Series Forecasting in Sensor Networks. Networking (2021)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Jukka K. Nurminen, Tommi Mikkonen
On Misbehaviour and Fault Tolerance in Machine Learning Systems. CoRR (2021)
Zafar Hussain, Jukka K. Nurminen, Tommi Mikkonen, Marcin Kowiel
Command Similarity Measurement Using NLP. SLATE (2021)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Tommi Mikkonen, Jukka K. Nurminen
Systematic literature review of validation methods for AI systems. J. Syst. Softw. 181 (2021)
Eero Kauhanen, Jukka K. Nurminen, Tommi Mikkonen, Matvei Pashkovskiy
Regression Test Selection Tool for Python in Continuous Integration Process. SANER (2021)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Tommi Mikkonen, Jukka K. Nurminen
Systematic Literature Review of Validation Methods for AI Systems. CoRR (2021)
Tommi Mikkonen, Jukka K. Nurminen, Mikko Raatikainen, Ilenia Fronza, Niko Mäkitalo, Tomi Männistö
Is Machine Learning Software Just Software: A Maintainability View. SWQD (2021)
Francesco Concas, Jukka K. Nurminen, Tommi Mikkonen, Sasu Tarkoma
Validation Frameworks for Self-Driving Vehicles: A Survey. CoRR (2020)
Tuomas Halvari, Jukka K. Nurminen, Tommi Mikkonen
Testing the Robustness of AutoML Systems. AREA@ECAI (2020)
Teemu Pulkkinen, Jukka K. Nurminen, Petteri Nurmi
Understanding WiFi Cross-Technology Interference Detection in the Real World. ICDCS (2020)
Jukka K. Nurminen, Tuomas Halvari, Juha Harviainen, Juha Mylläri, Antti Röyskö, Juuso Silvennoinen, Tommi Mikkonen
Software Framework for Data Fault Injection to Test Machine Learning Systems. ISSRE Workshops (2019)
Jukka K. Nurminen, Kari Rainio, Jukka-Pekka Numminen, Timo Syrjänen, Niklas Paganus, Karri Honkoila
Object Detection in Design Diagrams with Machine Learning. CORES (2019)
Kashif Nizam Khan, Sanja Scepanovic, Tapio Niemi, Jukka K. Nurminen, Sebastian von Alfthan, Olli-Pekka Lehto
Analyzing the power consumption behavior of a large scale data center. SICS Softw.-Intensive Cyber Phys. Syst. 34 (1) (2019)
Jukka K. Nurminen, Harrison Mfula
A Unified Framework for 5G Network Management Tools. SOCA (2018)
Kashif Nizam Khan, Mikael Hirki, Tapio Niemi, Jukka K. Nurminen, Zhonghong Ou
RAPL in Action: Experiences in Using RAPL for Power Measurements. ACM Trans. Model. Perform. Evaluation Comput. Syst. 3 (2) (2018)
Tapio Niemi, Jukka K. Nurminen, Juha-Matti Liukkonen, Ari-Pekka Hameri
Towards Green Big Data at CERN. Future Gener. Comput. Syst. 81 (2018)
Harrison Mfula, Jukka K. Nurminen
Self-Healing Cloud Services in Private Multi-Clouds. HPCS (2018)
Harrison Mfula, Jukka K. Nurminen
Adaptive Root Cause Analysis for Self-Healing in 5G Networks. HPCS (2017)
Wu Liu, Peng Cui, Jukka K. Nurminen, Jingdong Wang
Special issue on intelligent urban computing with big data. Mach. Vis. Appl. 28 (7) (2017)
Matti Siekkinen, Enrico Masala, Jukka K. Nurminen
Optimized Upload Strategies for Live Scalable Video Transmission from Mobile Devices. IEEE Trans. Mob. Comput. 16 (4) (2017)
Jukka Kommeri, Tapio Niemi, Jukka K. Nurminen
Energy efficiency of dynamic management of virtual cluster with heterogeneous hardware. J. Supercomput. 73 (5) (2017)
Matti Siekkinen, Mohammad Ashraful Hoque, Jukka K. Nurminen
Using Viewing Statistics to Control Energy and Traffic Overhead in Mobile Video Streaming. IEEE/ACM Trans. Netw. 24 (3) (2016)
Kashif Nizam Khan, Mohammad Ashraful Hoque, Tapio Niemi, Zhonghong Ou, Jukka K. Nurminen
Energy efficiency of large scale graph processing platforms. UbiComp Adjunct (2016)
Harrison Mfula, Jukka K. Nurminen
Business-aware son coordinator for LTE-A networks. HPCS (2016)
Kashif Nizam Khan, Zhonghong Ou, Mikael Hirki, Jukka K. Nurminen, Tapio Niemi
How much power does your server consume? Estimating wall socket power using RAPL measurements. Comput. Sci. Res. Dev. 31 (4) (2016)
Mehrdad Bagheri, Matti Siekkinen, Jukka K. Nurminen
Cloud-Based Pedestrian Road-Safety with Situation-Adaptive Energy-Efficient Communication. IEEE Intell. Transp. Syst. Mag. 8 (3) (2016)
Andrea Nodari, Jukka K. Nurminen, Christian Frühwirth
Inventory theory applied to cost optimization in cloud computing. SAC (2016)
Mauro Conti, Bruno Crispo, Daniele Diodati, Jukka K. Nurminen, Cristina M. Pinotti, Taavi Teemaa
Leveraging Parallel Communications for Minimizing Energy Consumption on Smartphones. IEEE Trans. Parallel Distributed Syst. 26 (10) (2015)
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto, Sasu Tarkoma
Mobile multimedia streaming techniques: QoE and energy saving perspective. Pervasive Mob. Comput. 16 (2015)
Kashif Nizam Khan, Filip Nyback, Zhonghong Ou, Jukka K. Nurminen, Tapio Niemi, Giulio Eulisse, Peter Elmer, David Abdurachmanov
Energy Profiling Using IgProf. CCGRID (2015)
Andrea Nodari, Jukka K. Nurminen, Matti Siekkinen
Energy-efficient Position Tracking via Trajectory Modeling. MobiArch (2015)
Matti Siekkinen, Alberto Barraja, Jukka K. Nurminen, Enrico Masala
Exploring the delay versus quality tradeoff in real-time streaming of scalable video from mobile devices. ICME Workshops (2015)
Xiang Su, Jukka Riekki, Jukka K. Nurminen, Johanna Nieminen, Markus Koskimies
Adding semantics to internet of things. Concurr. Comput. Pract. Exp. 27 (8) (2015)
Harrison Mfula, Tero Isotalo, Jukka K. Nurminen
Self-optimization of power parameters in WCDMA networks. HPCS (2015)
Jukka K. Nurminen, Johan Strandman, Tapio Niemi
Computing Heaters - An Energy-Efficient Way to Provide Computing Services. CCGRID (2015)
Rasmus Eskola, Jukka K. Nurminen
Performance evaluation of WebRTC data channels. ISCC (2015)
Imre Kelényi, Jukka K. Nurminen, Matti Siekkinen, László Lengyel
Supporting Energy-Efficient Mobile Application Development with Model-Driven Code Generation. ICCSAMA (2014)
Xiang Su, Hao Zhang, Jukka Riekki, Ari Keränen, Jukka K. Nurminen, Libin Du
Connecting IoT Sensors to Knowledge-based Systems by Transforming SenML to RDF. ANT/SEIT (2014)
Mehrdad Bagheri, Matti Siekkinen, Jukka K. Nurminen
Cellular-based vehicle to pedestrian (V2P) adaptive communication for collision avoidance. ICCVE (2014)
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen
Energy Efficient Multimedia Streaming to Mobile Devices - A Survey. IEEE Commun. Surv. Tutorials 16 (1) (2014)
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Sasu Tarkoma, Mika Aalto
Saving Energy in Mobile Devices for On-Demand Multimedia Streaming - A Cross-Layer Approach. CoRR (2014)
David Abdurachmanov, Peter Elmer, Giulio Eulisse, Robert Knight, Tapio Niemi, Jukka K. Nurminen, Filip Nyback, Goncalo Pestana, Zhonghong Ou, Kashif Nizam Khan
Techniques and tools for measuring energy efficiency of scientific software applications. CoRR (2014)
Phan Thi Anh Mai, Jukka K. Nurminen, Mario Di Francesco
Cloud Databases for Internet-of-Things Data. iThings/GreenCom/CPSCom (2014)
Parth Amin, Nadew S. Kibret, Edward Mutafungwa, Beneyam B. Haile, Jyri Hämäläinen, Jukka K. Nurminen
Performance study for off-grid self-backhauled small cells in dense informal settlements. PIMRC (2014)
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Sasu Tarkoma, Mika Aalto
Saving Energy in Mobile Devices for On-Demand Multimedia Streaming - A Cross-Layer Approach. ACM Trans. Multim. Comput. Commun. Appl. 10 (3) (2014)
Marius Noreikis, Pranas Butkus, Jukka K. Nurminen
In-vehicle application for multimodal route planning and analysis. CloudNet (2014)
Matti Siekkinen, Mohammad Ashraful Hoque, Jukka K. Nurminen, Mika Aalto
Streaming over 3G and LTE: how to save smartphone energy in radio access network-friendly way. MoVid@MMSys (2013)
Javier Perez, Jukka K. Nurminen
Electric vehicles communicating with WebSockets - measurements and estimations. ISGT Europe (2013)
Zhonghong Ou, Hao Zhuang, Andrey Lukyanenko, Jukka K. Nurminen, Pan Hui, Vladimir V. Mazalov, Antti Ylä-Jääski
Is the Same Instance Type Created Equal? Exploiting Heterogeneity of Public Clouds. IEEE Trans. Cloud Comput. 1 (2) (2013)
Jussi Ruutu, Jukka K. Nurminen, Kari Rissanen
Energy Efficiency of Mobile Device Recharging. Int. J. Handheld Comput. Res. 4 (1) (2013)
Mattia Denti, Jukka K. Nurminen
Performance and Energy-Efficiency of Scala on Mobile Devices. NGMAST (2013)
Chittaranjan Hota, Vikram Nunia, Mario Di Francesco, Jukka K. Nurminen, Antti Ylä-Jääski
Enhanced Search in Unstructured Peer-to-Peer Overlay Networks. GPC (2013)
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen
TCP receive buffer aware wireless multimedia streaming: an energy efficient approach. NOSSDAV (2013)
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen
Using crowd-sourced viewing statistics to save energy in wireless video streaming. MobiCom (2013)
Jukka K. Nurminen
Energy Efficient Distributed Computing on Mobile Devices. ICDCIT (2013)
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto, Sasu Tarkoma
Mobile Multimedia Streaming : QoE and Energy Consumption Perspective. CoRR (2013)
Sharmistha Chatterjee, Jukka K. Nurminen, Matti Siekkinen
Design of energy-efficient location-based cloud services using cheap sensors. Int. J. Pervasive Comput. Commun. 9 (2) (2013)
Zhonghong Ou, Shichao Dong, Jiang Dong, Jukka K. Nurminen, Antti Ylä-Jääski, Ren Wang
Characterize energy impact of concurrent network-intensive applications on mobile platforms. MobiArch@MobiCom (2013)
Parth Amin, Sassan Iraji, Jukka K. Nurminen
Modelling and analysis of link adaptation for LTE-advanced. MSWiM (2013)
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto
Dissecting mobile video services: An energy consumption perspective. WOWMOM (2013)
Aki Saarinen, Matti Siekkinen, Yu Xiao, Jukka K. Nurminen, Matti Kemppainen, Pan Hui
SmartDiet: offloading popular apps to save energy. SIGCOMM (2012)
Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto
Investigating Streaming Techniques and Energy Efficiency of Mobile Video Services CoRR (2012)
Irena Prochkova, Varun Singh, Jukka K. Nurminen
Energy Cost of Advertisements in Mobile Games on the Android Platform. NGMAST (2012)
Zhonghong Ou, Hao Zhuang, Jukka K. Nurminen, Antti Ylä-Jääski, Pan Hui
Exploiting Hardware Heterogeneity within the Same Instance Type of Amazon EC2. HotCloud (2012)
Sharmistha Chatterjee, Jukka K. Nurminen, Matti Siekkinen
Low cost positioning by matching altitude readings with crowd-sourced route data. MoMM (2012)
Mikko V. J. Heikkinen, Jukka K. Nurminen
Measuring and modeling mobile phone charger energy consumption and environmental impact. WCNC (2012)
Kazi Wali Ullah, Jukka K. Nurminen
Applicability of different models of burstiness to energy consumption estimation. CSNDSP (2012)
Pin Nie, Jukka K. Nurminen
Integrate WSN to the Web of Things by Using XMPP. S-CUBE (2012)
Zhonghong Ou, Bo Pang, Yang Deng, Jukka K. Nurminen, Antti Ylä-Jääski, Pan Hui
Energy- and Cost-Efficiency Analysis of ARM-Based Clusters. CCGRID (2012)
Aki Saarinen, Matti Siekkinen, Yu Xiao, Jukka K. Nurminen, Matti Kemppainen, Pan Hui
Can offloading save energy for popular apps? MobiArch@MobiCom (2012)
Imre Kelényi, Jukka K. Nurminen, Akos Ludanyi, Tamás Lukovszki
Modeling resource constrained BitTorrent proxies for energy efficient mobile content sharing. Peer-to-Peer Netw. Appl. 5 (2) (2012)
Matti Siekkinen, Jukka K. Nurminen, Antti Ylä-Jääski
Creating green incentives and mechanisms through packet-level energy accounting. WCNC Workshops (2012)
Mikko V. J. Heikkinen, Jukka K. Nurminen, Timo Smura, Heikki Hämmäinen
Energy efficiency of mobile handsets: Measuring user attitudes and behavior. Telematics Informatics 29 (4) (2012)
Risto Laurikainen, Jarno Laitinen, Pekka T. Lehtovuori, Jukka K. Nurminen
Improving the Efficiency of Deploying Virtual Machines in a Cloud Environment. CDC (2012)
Matti Siekkinen, Markus Hiienkari, Jukka K. Nurminen, Johanna Nieminen
How low energy is bluetooth low energy? Comparative measurements with ZigBee/802.15.4. WCNC Workshops (2012)
Jussi Ruutu, Jukka K. Nurminen, Kari Rissanen
Energy Efficiency of Recharging a Mobile Device. NGMAST (2011)
Imre Kelényi, Akos Ludanyi, Jukka K. Nurminen
Distributed BitTorrent proxy for energy efficient mobile content sharing. WPMC (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jukka K. Nurminen