Combining Symbolic Computing with Conventional Design and Analysis Techniques. - Timo Ketonen; Jukka K. Nurminen (SCAI, 1989)

An application of symbolic computing to the integration of numerical design tools. - Jukka K. Nurminen (SMC, 1989)

Case study of the evolution of routing algorithms in a network planning tool. - Jyrki Akkanen; Jukka K. Nurminen (J. Syst. Softw., 2001)

Evolution of a Software Component - Experiences with a Network Editor Component. - Jyrki Akkanen; Attila Kiss 002; Jukka K. Nurminen (CSMR, 2002)

Peer-to-peer protocol evaluation in topologies resembling wireless networks. An experiment with Gnutella query engine. - Balázs Bakos; Gergely Csúcs; Lóránt Farkas; Jukka K. Nurminen (ICON, 2003)

Using software complexity measures to analyze algorithms - an experiment with the shortest-paths algorithms. - Jukka K. Nurminen (Comput. Oper. Res., 2003)

What makes expert systems survive over 10 years - empirical evaluation of several engineering applications. - Jukka K. Nurminen; Olli Karonen; Kimmo Hätönen (Expert Syst. Appl., 2003)

Modelling and implementation issues in circuit and network planning tools. - Jukka K. Nurminen (2003)

Peer-to-peer content sharing in wireless networks. - Kálmán Marossy; Gergely Csúcs; Balázs Bakos; Lóránt Farkas; Jukka K. Nurminen (PIMRC, 2004)

Phonebook Search Engine for Mobile P2P Social Networks. - Balázs Bakos; Lóránt Farkas; Jukka K. Nurminen (Databases and Applications, 2005)

Mobile Data Replication Utilizing The Ternary Connectivity Model. - Norbert Gyorbíró; Gábor Márton; Jukka K. Nurminen (CIT, 2006)

P2P applications on smart phones using cellular communications. - Balázs Bakos; Lóránt Farkas; Jukka K. Nurminen (WCNC, 2006)

Mobile Phone as an Inspections Tool–Experiences with a Service for Field Force. - Teemu Jalava; Jukka K. Nurminen (AINA Workshops (2), 2007)

Developing a mobile reporting system for road maintenance: user research perspective. - Aino Ahtinen; Jukka K. Nurminen; Jonna Häkkilä (Mobility Conference, 2007)

Reusing an open source application - practical experiences with a mobile CRM pilot. - Jyrki Akkanen; Hunor Demeter; Tamás Eppel; Zoltán Ivánfi; Jukka K. Nurminen; Petri Stenman (OSS, 2007)

Experiences of Implementing BitTorrent on Java ME Platform. - Péter Ekler; Jukka K. Nurminen; Attila Kiss 002 (CCNC, 2008)

Energy-Consumption in Mobile Peer-to-Peer - Quantitative Results from File Sharing. - Jukka K. Nurminen; Janne Nöyränen (CCNC, 2008)

Drupal Content Management System on Mobile Phone. - Jukka K. Nurminen; Johan Wikman; Heikki Kokkinen; Petteri Muilu; Markus Gronholm (CCNC, 2008)

Mobile Search - Social Network Search Using Mobile Devices. - Pedro Tiago; Niko Kotilainen; Mikko Vapa; Heikki Kokkinen; Jukka K. Nurminen (CCNC, 2008)

Mobile Web Application Development Stack. - Johan Wikman; Jukka K. Nurminen; Heikki Kokkinen; Petteri Muilu; Mikko Heikela (CCNC, 2008)

A Security Analysis of a P2P Incentive Mechanisms for Mobile Devices. - Jani Suomalainen; Anssi Pehrsson; Jukka K. Nurminen (ICIW, 2008)

Consumer Attitudes towards Different Aspects of Mobile Peer-to-Peer Services. - Mikko V. J. Heikkinen; Jukka K. Nurminen (AP2PS, 2009)

Sharing the Experience with Mobile Video: A Student Community Trial. - Jukka K. Nurminen; Olli Karonen; Lóránt Farkas; Timo Partala (CCNC, 2009)

Parallel Data Transfer with Voice Calls for Energy-Efficient Mobile Services. - Jukka K. Nurminen; Janne Nöyränen (MOBILWARE, 2009)

Bursty content sharing mechanism for energy-limited mobile devices. - Imre Kelényi; Jukka K. Nurminen (PM2HW2N@MSWiM, 2009)

CloudTorrent - Energy-Efficient BitTorrent Content Sharing for Mobile Devices via Cloud Services. - Imre Kelényi; Jukka K. Nurminen (CCNC, 2010)

DHT Performance for Peer-to-Peer SIP - A Mobile Phone Perspective. - Imre Kelényi; Jukka K. Nurminen; Marcin Matuszewski (CCNC, 2010)

Parallel Connections and their Effect on the Battery Consumption of a Mobile Phone. - Jukka K. Nurminen (CCNC, 2010)

BitTorrent on mobile phones - energy efficiency of a distributed proxy solution. - Imre Kelényi; Akos Ludanyi; Jukka K. Nurminen (Green Computing Conference, 2010)

Energy Efficiency of Mobile Clients in Cloud Computing. - Antti P. Miettinen; Jukka K. Nurminen (HotCloud, 2010)

Analysis of the Energy Consumption of JavaScript Based Mobile Web Applications. - Antti P. Miettinen; Jukka K. Nurminen (MOBILIGHT, 2010)

Energy-efficient mobile bittorrent with broadband router hosted proxies. - Imre Kelényi; Akos Ludanyi; Jukka K. Nurminen; Ismo H. Puustinen (WMNC, 2010)

Consumer Attitudes Towards Energy Consumption of Mobile Phones and Services. - Mikko V. J. Heikkinen; Jukka K. Nurminen (VTC Fall, 2010)

Extending mobile BitTorrent environment with network coding. - Péter Ekler; Tamás Lukovszki; Jukka Kalevi Nurminen (CCNC, 2011)

On the energy efficiency of proxy-based traffic shaping for mobile audio streaming. - Mohammad Ashraful Hoque; Matti Siekkinen; Jukka Kalevi Nurminen (CCNC, 2011)

Energy-efficient BitTorrent downloads to mobile phones through memory-limited proxies. - Imre Kelényi; Akos Ludanyi; Jukka Kalevi Nurminen (CCNC, 2011)

Energy Efficiency of Recharging a Mobile Device. - Jussi Ruutu; Jukka K. Nurminen; Kari Rissanen (NGMAST, 2011)

The Effect of Unwanted Internet Traffic on Cellular Phone Energy Consumption. - Ismo H. Puustinen; Jukka K. Nurminen (NTMS, 2011)

Distributed BitTorrent proxy for energy efficient mobile content sharing. - Imre Kelényi; Akos Ludanyi; Jukka K. Nurminen (WPMC, 2011)

Using home routers as proxies for energy-efficient bittorrent downloads to mobile phones. - Imre Kelényi; Akos Ludanyi; Jukka K. Nurminen (IEEE Commun. Mag., 2011)

Offloadable Apps using SmartDiet: Towards an analysis toolkit for mobile application developers - Aki Saarinen; Matti Siekkinen; Yu Xiao 001; Jukka K. Nurminen; Matti Kemppainen; Pan Hui 001 (CoRR, 2011)

Improving the Efficiency of Deploying Virtual Machines in a Cloud Environment. - Risto Laurikainen; Jarno Laitinen; Pekka T. Lehtovuori; Jukka K. Nurminen (CDC, 2012)

Energy- and Cost-Efficiency Analysis of ARM-Based Clusters. - Zhonghong Ou; Bo Pang; Yang Deng 003; Jukka K. Nurminen; Antti Ylä-Jääski; Pan Hui 001 (CCGRID, 2012)

Applicability of different models of burstiness to energy consumption estimation. - Kazi Wali Ullah; Jukka K. Nurminen (CSNDSP, 2012)

Exploiting Hardware Heterogeneity within the Same Instance Type of Amazon EC2. - Zhonghong Ou; Hao Zhuang 002; Jukka K. Nurminen; Antti Ylä-Jääski; Pan Hui 001 (HotCloud, 2012)

Can offloading save energy for popular apps? - Aki Saarinen; Matti Siekkinen; Yu Xiao 001; Jukka K. Nurminen; Matti Kemppainen; Pan Hui 001 (MobiArch, 2012)

Low cost positioning by matching altitude readings with crowd-sourced route data. - Sharmistha Chatterjee; Jukka K. Nurminen; Matti Siekkinen (MoMM, 2012)

Energy Cost of Advertisements in Mobile Games on the Android Platform. - Irena Prochkova; Varun Singh; Jukka K. Nurminen (NGMAST, 2012)

Integrate WSN to the Web of Things by Using XMPP. - Pin Nie; Jukka K. Nurminen (S-CUBE, 2012)

SmartDiet: offloading popular apps to save energy. - Aki Saarinen; Matti Siekkinen; Yu Xiao 001; Jukka K. Nurminen; Matti Kemppainen; Pan Hui 001 (SIGCOMM, 2012)

Measuring and modeling mobile phone charger energy consumption and environmental impact. - Mikko V. J. Heikkinen; Jukka K. Nurminen (WCNC, 2012)

How low energy is bluetooth low energy? Comparative measurements with ZigBee/802.15.4. - Matti Siekkinen; Markus Hiienkari; Jukka K. Nurminen; Johanna Nieminen (WCNC Workshops, 2012)

Creating green incentives and mechanisms through packet-level energy accounting. - Matti Siekkinen; Jukka K. Nurminen; Antti Ylä-Jääski (WCNC Workshops, 2012)

Investigating Streaming Techniques and Energy Efficiency of Mobile Video Services - Mohammad Ashraful Hoque; Matti Siekkinen; Jukka K. Nurminen; Mika Aalto (CoRR, 2012)

Modeling resource constrained BitTorrent proxies for energy efficient mobile content sharing. - Imre Kelényi; Jukka K. Nurminen; Akos Ludanyi; Tamás Lukovszki (Peer-to-Peer Netw. Appl., 2012)

Energy efficiency of mobile handsets: Measuring user attitudes and behavior. - Mikko V. J. Heikkinen; Jukka K. Nurminen; Timo Smura; Heikki Hämmäinen (Telematics Informatics, 2012)

Enhanced Search in Unstructured Peer-to-Peer Overlay Networks. - Chittaranjan Hota; Vikram Nunia; Mario Di Francesco; Jukka K. Nurminen; Antti Ylä-Jääski (GPC, 2013)

Energy Efficient Distributed Computing on Mobile Devices. - Jukka K. Nurminen (ICDCIT, 2013)

Electric vehicles communicating with WebSockets - measurements and estimations. - Javier Perez; Jukka K. Nurminen (ISGT Europe, 2013)

Streaming over 3G and LTE: how to save smartphone energy in radio access network-friendly way. - Matti Siekkinen; Mohammad Ashraful Hoque; Jukka K. Nurminen; Mika Aalto (MoVid@MMSys, 2013)

Characterize energy impact of concurrent network-intensive applications on mobile platforms. - Zhonghong Ou; Shichao Dong; Jiang Dong; Jukka K. Nurminen; Antti Ylä-Jääski; Ren Wang 001 (MobiArch, 2013)

Using crowd-sourced viewing statistics to save energy in wireless video streaming. - Mohammad Ashraful Hoque; Matti Siekkinen; Jukka K. Nurminen (MobiCom, 2013)

Modelling and analysis of link adaptation for LTE-advanced. - Parth Amin; Sassan Iraji; Jukka K. Nurminen (MSWiM, 2013)

Performance and Energy-Efficiency of Scala on Mobile Devices. - Mattia Denti; Jukka K. Nurminen (NGMAST, 2013)

TCP receive buffer aware wireless multimedia streaming: an energy efficient approach. - Mohammad Ashraful Hoque; Matti Siekkinen; Jukka K. Nurminen (NOSSDAV, 2013)

Dissecting mobile video services: An energy consumption perspective. - Mohammad Ashraful Hoque; Matti Siekkinen; Jukka K. Nurminen; Mika Aalto (WOWMOM, 2013)

Mobile Multimedia Streaming : QoE and Energy Consumption Perspective. - Mohammad Ashraful Hoque; Matti Siekkinen; Jukka K. Nurminen; Mika Aalto; Sasu Tarkoma (CoRR, 2013)

Energy Efficiency of Mobile Device Recharging. - Jussi Ruutu; Jukka K. Nurminen; Kari Rissanen (Int. J. Handheld Comput. Res., 2013)

Design of energy-efficient location-based cloud services using cheap sensors. - Sharmistha Chatterjee; Jukka K. Nurminen; Matti Siekkinen (Int. J. Pervasive Comput. Commun., 2013)

Is the Same Instance Type Created Equal? Exploiting Heterogeneity of Public Clouds. - Zhonghong Ou; Hao Zhuang 002; Andrey Lukyanenko; Jukka K. Nurminen; Pan Hui 001; Vladimir V. Mazalov; Antti Ylä-Jääski (IEEE Trans. Cloud Comput., 2013)

Connecting IoT Sensors to Knowledge-based Systems by Transforming SenML to RDF. - Xiang Su; Hao Zhang; Jukka Riekki; Ari Keränen; Jukka K. Nurminen; Libin Du (ANT/SEIT, 2014)

In-vehicle application for multimodal route planning and analysis. - Marius Noreikis; Pranas Butkus; Jukka K. Nurminen (CloudNet, 2014)

Supporting Energy-Efficient Mobile Application Development with Model-Driven Code Generation. - Imre Kelényi; Jukka K. Nurminen; Matti Siekkinen; László Lengyel (ICCSAMA, 2014)

Cellular-based vehicle to pedestrian (V2P) adaptive communication for collision avoidance. - Mehrdad Bagheri; Matti Siekkinen; Jukka K. Nurminen (ICCVE, 2014)

Cloud Databases for Internet-of-Things Data. - Phan Thi Anh Mai; Jukka K. Nurminen; Mario Di Francesco (iThings/GreenCom/CPSCom, 2014)

Performance study for off-grid self-backhauled small cells in dense informal settlements. - Parth Amin; Nadew S. Kibret; Edward Mutafungwa; Beneyam B. Haile; Jyri Hämäläinen; Jukka K. Nurminen (PIMRC, 2014)

Energy Efficient Multimedia Streaming to Mobile Devices - A Survey. - Mohammad Ashraful Hoque; Matti Siekkinen; Jukka K. Nurminen (IEEE Commun. Surv. Tutorials, 2014)

Techniques and tools for measuring energy efficiency of scientific software applications. - David Abdurachmanov; Peter Elmer; Giulio Eulisse; Robert Knight; Tapio Niemi; Jukka K. Nurminen; Filip Nyback; Goncalo Pestana; Zhonghong Ou; Kashif Nizam Khan (CoRR, 2014)

Saving Energy in Mobile Devices for On-Demand Multimedia Streaming - A Cross-Layer Approach. - Mohammad Ashraful Hoque; Matti Siekkinen; Jukka K. Nurminen; Sasu Tarkoma; Mika Aalto (ACM Trans. Multim. Comput. Commun. Appl., 2014)

Energy Profiling Using IgProf. - Kashif Nizam Khan; Filip Nyback; Zhonghong Ou; Jukka K. Nurminen; Tapio Niemi; Giulio Eulisse; Peter Elmer; David Abdurachmanov (CCGRID, 2015)

Computing Heaters - An Energy-Efficient Way to Provide Computing Services. - Jukka K. Nurminen; Johan Strandman; Tapio Niemi (CCGRID, 2015)

Exploring the delay versus quality tradeoff in real-time streaming of scalable video from mobile devices. - Matti Siekkinen; Alberto Barraja; Jukka K. Nurminen; Enrico Masala (ICME Workshops, 2015)

Self-optimization of power parameters in WCDMA networks. - Harrison Mfula; Tero Isotalo; Jukka K. Nurminen (HPCS, 2015)

Performance evaluation of WebRTC data channels. - Rasmus Eskola; Jukka K. Nurminen (ISCC, 2015)

Energy-efficient Position Tracking via Trajectory Modeling. - Andrea Nodari; Jukka K. Nurminen; Matti Siekkinen (MobiArch, 2015)

Adding semantics to internet of things. - Xiang Su; Jukka Riekki; Jukka K. Nurminen; Johanna Nieminen; Markus Koskimies (Concurr. Comput. Pract. Exp., 2015)

Mobile multimedia streaming techniques: QoE and energy saving perspective. - Mohammad Ashraful Hoque; Matti Siekkinen; Jukka K. Nurminen; Mika Aalto; Sasu Tarkoma (Pervasive Mob. Comput., 2015)

Leveraging Parallel Communications for Minimizing Energy Consumption on Smartphones. - Mauro Conti; Bruno Crispo; Daniele Diodati; Jukka K. Nurminen; Cristina M. Pinotti; Taavi Teemaa (IEEE Trans. Parallel Distributed Syst., 2015)

Energy efficiency of large scale graph processing platforms. - Kashif Nizam Khan; Mohammad Ashraful Hoque; Tapio Niemi; Zhonghong Ou; Jukka K. Nurminen (UbiComp Adjunct, 2016)

Business-aware son coordinator for LTE-A networks. - Harrison Mfula; Jukka K. Nurminen (HPCS, 2016)

Inventory theory applied to cost optimization in cloud computing. - Andrea Nodari; Jukka K. Nurminen; Christian Frühwirth (SAC, 2016)

How much power does your server consume? Estimating wall socket power using RAPL measurements. - Kashif Nizam Khan; Zhonghong Ou; Mikael Hirki; Jukka K. Nurminen; Tapio Niemi (Comput. Sci. Res. Dev., 2016)

Cloud-Based Pedestrian Road-Safety with Situation-Adaptive Energy-Efficient Communication. - Mehrdad Bagheri; Matti Siekkinen; Jukka K. Nurminen (IEEE Intell. Transp. Syst. Mag., 2016)

Using Viewing Statistics to Control Energy and Traffic Overhead in Mobile Video Streaming. - Matti Siekkinen; Mohammad Ashraful Hoque; Jukka K. Nurminen (IEEE/ACM Trans. Netw., 2016)

Adaptive Root Cause Analysis for Self-Healing in 5G Networks. - Harrison Mfula; Jukka K. Nurminen (HPCS, 2017)

Special issue on intelligent urban computing with big data. - Wu Liu; Peng Cui 001; Jukka K. Nurminen; Jingdong Wang 001 (Mach. Vis. Appl., 2017)

Energy efficiency of dynamic management of virtual cluster with heterogeneous hardware. - Jukka Kommeri; Tapio Niemi; Jukka K. Nurminen (J. Supercomput., 2017)

Optimized Upload Strategies for Live Scalable Video Transmission from Mobile Devices. - Matti Siekkinen; Enrico Masala; Jukka K. Nurminen (IEEE Trans. Mob. Comput., 2017)

Self-Healing Cloud Services in Private Multi-Clouds. - Harrison Mfula; Jukka K. Nurminen (HPCS, 2018)

A Unified Framework for 5G Network Management Tools. - Jukka K. Nurminen; Harrison Mfula (SOCA, 2018)

Towards Green Big Data at CERN. - Tapio Niemi; Jukka K. Nurminen; Juha-Matti Liukkonen; Ari-Pekka Hameri (Future Gener. Comput. Syst., 2018)

RAPL in Action: Experiences in Using RAPL for Power Measurements. - Kashif Nizam Khan; Mikael Hirki; Tapio Niemi; Jukka K. Nurminen; Zhonghong Ou (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018)

Object Detection in Design Diagrams with Machine Learning. - Jukka K. Nurminen; Kari Rainio; Jukka-Pekka Numminen; Timo Syrjänen; Niklas Paganus; Karri Honkoila (CORES, 2019)

Software Framework for Data Fault Injection to Test Machine Learning Systems. - Jukka K. Nurminen; Tuomas Halvari; Juha Harviainen; Juha Mylläri; Antti Röyskö; Juuso Silvennoinen; Tommi Mikkonen (ISSRE Workshops, 2019)

Analyzing the power consumption behavior of a large scale data center. - Kashif Nizam Khan; Sanja Scepanovic; Tapio Niemi; Jukka K. Nurminen; Sebastian von Alfthan; Olli-Pekka Lehto (SICS Softw.-Intensive Cyber Phys. Syst., 2019)

Understanding WiFi Cross-Technology Interference Detection in the Real World. - Teemu Pulkkinen; Jukka K. Nurminen; Petteri Nurmi (ICDCS, 2020)

Testing the Robustness of AutoML Systems. - Tuomas Halvari; Jukka K. Nurminen; Tommi Mikkonen (AREA@ECAI, 2020)

Validation Frameworks for Self-Driving Vehicles: A Survey. - Francesco Concas; Jukka K. Nurminen; Tommi Mikkonen; Sasu Tarkoma (CoRR, 2020)

Program Equivalence Checking for the Facilitation of Quantum Offloading. - Jon Speer; Jukka K. Nurminen (CCWC, 2021)

Robustness of AutoML for Time Series Forecasting in Sensor Networks. - Tuomas Halvari; Jukka K. Nurminen; Tommi Mikkonen (Networking, 2021)

Command Similarity Measurement Using NLP. - Zafar Hussain; Jukka K. Nurminen; Tommi Mikkonen; Marcin Kowiel (SLATE, 2021)

Is Machine Learning Software Just Software: A Maintainability View. - Tommi Mikkonen; Jukka K. Nurminen; Mikko Raatikainen; Ilenia Fronza; Niko Mäkitalo; Tomi Männistö (SWQD, 2021)

Regression Test Selection Tool for Python in Continuous Integration Process. - Eero Kauhanen; Jukka K. Nurminen; Tommi Mikkonen; Matvei Pashkovskiy (SANER, 2021)

Systematic literature review of validation methods for AI systems. - Lalli Myllyaho; Mikko Raatikainen; Tomi Männistö; Tommi Mikkonen; Jukka K. Nurminen (J. Syst. Softw., 2021)

Grouping Test Results with the Common Root Cause Using String Similarity Algorithms. - Vladimir T. Kramar; Jukka K. Nurminen; Tatu Aalto (ICR, 2022)

Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods. - Katja Saarela; Vili Huhta-Koivisto; Jukka K. Nurminen (ICR, 2022)

Combining Rule-Based System and Machine Learning to Classify Semi-natural Language Data. - Zafar Hussain; Jukka K. Nurminen; Tommi Mikkonen; Marcin Kowiel (IntelliSys (1), 2022)

Node co-activations as a means of error detection - Towards fault-tolerant neural networks. - Lalli Myllyaho; Jukka K. Nurminen; Tommi Mikkonen (Array, 2022)

Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations. - Dennis Muiruri; Lucy Ellen Lwakatare; Jukka K. Nurminen; Tommi Mikkonen (Computer, 2022)

The Next Bottleneck after Quantum Hardware Will be Quantum Software. - Jukka K. Nurminen; Arianne Meijer; Ilmo Salmenperá; Leo Becker (ERCIM News, 2022)

On misbehaviour and fault tolerance in machine learning systems. - Lalli Myllyaho; Mikko Raatikainen; Tomi Männistö; Jukka K. Nurminen; Tommi Mikkonen (J. Syst. Softw., 2022)

Work Disability Risk Prediction with Text Classification of Medical Reports. - Vili Huhta-Koivisto; Katja Saarela; Jukka K. Nurminen (ACR, 2023)

Explainability of Machine Learning in Work Disability Risk Prediction. - Katja Saarela; Vili Huhta-Koivisto; Kai-Kristian Kemell; Jukka K. Nurminen (ACR, 2023)

Failure Prediction in 2D Document Information Extraction with Calibrated Confidence Scores. - Juhani Kivimäki; Aleksey Lebedev; Jukka K. Nurminen (COMPSAC, 2023)

Discrepancy Scaling for Fast Unsupervised Anomaly Localization. - Juha Mylläri; Jukka K. Nurminen (COMPSAC, 2023)

Anomaly Localization in Audio via Feature Pyramid Matching. - Jorma Valjakka; Juha Mylläri; Lalli Myllyaho; Juhani Kivimäki; Jukka K. Nurminen (COMPSAC, 2023)

Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline. - Yumo Luo; Mikko Raatikainen; Jukka K. Nurminen (SEAA, 2023)

Learning the Structure of Commands by Detecting Random Tokens Using Markov Model. - Zafar Hussain; Jukka K. Nurminen; Perttu Ranta-aho (ICMLT, 2023)

Quantum Software Engineering Challenges from Developers' Perspective: Mapping Research Challenges to the Proposed Workflow Model. - Majid Haghparast; Tommi Mikkonen; Jukka K. Nurminen; Vlad Stirbu (QCE, 2023)

Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models. - Riku Alho; Mikko Raatikainen; Jukka K. Nurminen; Lalli Myllyaho; Lucy Ellen Lwakatare (TKTP, 2023)

Systematic Literature Review on Cost-Efficient Deep Learning. - Antti Klemetti; Mikko Raatikainen; Lalli Myllyaho; Tommi Mikkonen; Jukka K. Nurminen (IEEE Access, 2023)

Software techniques for training restricted Boltzmann machines on size-constrained quantum annealing hardware. - Ilmo Salmenperá; Jukka K. Nurminen (Frontiers Comput. Sci., 2023)

Learning the Structure of Commands by Retraining a Language Model. - Zafar Hussain; Lalli Myllyaho; Jukka K. Nurminen (ICMLT, 2024)

On Modularity of Neural Networks: Systematic Review and Open Challenges. - Riku Alho; Mikko Raatikainen; Lalli Myllyaho; Jukka K. Nurminen (ICSR, 2024)

The Impact of Feature Embedding Placement in the Ansatz of a Quantum Kernel in QSVMs. - Ilmo Salmenperá; Ilmars Kuhtarskis; Arianne Meijer-van de Griend; Jukka K. Nurminen (QCE, 2024)

Monitoring Machine Learning Systems from the Point of View of AI Ethics. - Kai-Kristian Kemell; Jukka K. Nurminen; Ville Vakkuri (Tethics, 2024)

Ethical Issues in Large Language Models: A Systematic Literature Review. - Atte Laakso; Kai-Kristian Kemell; Jukka K. Nurminen (Tethics, 2024)

Training a language model to learn the syntax of commands. - Zafar Hussain; Jukka K. Nurminen; Perttu Ranta-aho (Array, 2024)

Removing Neurons From Deep Neural Networks Trained With Tabular Data. - Antti Klemetti; Mikko Raatikainen; Juhani Kivimäki; Lalli Myllyaho; Jukka K. Nurminen (IEEE Open J. Comput. Soc., 2024)

A Review of Machine Learning Approaches for Real-Time Alerting in Service Level Objective Monitoring. - Tomi Sarni; Jukka K. Nurminen (SSE, 2025)

Emergence of LLMs: (Not-so-)Significant Delving in Essay Answers in a MOOC on the Ethics of AI. - Leo Leppänen; Lili Aunimo; Arto Hellas; Jukka K. Nurminen; Linda Mannila (AIED (6), 2025)

Exploring Industrial Application of Replay-Based Continuous Learning in Machine Learning Pipeline. - Fabian Rensing; Lucy Ellen Lwakatare; Jukka K. Nurminen (EDBT/ICDT Workshops, 2025)

Comparative Analysis of Three IoT Data Storage System Architectures on AWS Cloud. - Dominik Rohal; Lucy Ellen Lwakatare; Yusheng Wu; Jesse Haataja; Jukka K. Nurminen; Juha Kangasluoma (ICSA Companion, 2025)

Perspectives on Utilization of Measurements in Quantum Algorithms. - Valter Uotila; Ilmo Salmenperá; Leo Becker; Arianne Meijer-van de Griend; Aakash Ravindra Shinde; Jukka K. Nurminen (QSW, 2025)

A Design Framework for Cloud-HPC Integration in MLOps. - Niila Siilasjoki; Mikko Raatikainen; Jukka K. Nurminen (SAC, 2025)

Confidence-based Estimators for Predictive Performance in Model Monitoring. - Juhani Kivimäki; Jukka K. Nurminen; Jakub Bialek; Wojtek Kuberski (J. Artif. Intell. Res., 2025)

How Large Language Models Are Changing MOOC Essay Answers: A Comparison of Pre- and Post-LLM Responses. - Leo Leppänen; Lili Aunimo; Arto Hellas; Jukka K. Nurminen; Linda Mannila (CoRR, 2025)

Performance Estimation in Binary Classification Using Calibrated Confidence. - Juhani Kivimäki; Jakub Bialek; Wojtek Kuberski; Jukka K. Nurminen (CoRR, 2025)

Neural network estimation of vacancy binding energy to screw dislocations: a case study for iron and tungsten. - Bruno O. Cattelan; Victor Lindblad; Fredric Granberg; Jukka K. Nurminen (Neural Comput. Appl., 2025)

Ladle: a method for unsupervised anomaly detection across log types. - Juha Mylläri; Tatu Aalto; Jukka K. Nurminen (Autom. Softw. Eng., 2025)