Tommi Kärkkäinen
Orcid: 0000-0003-2794-7491
According to our database1,
Tommi Kärkkäinen
authored at least 130 papers
between 2002 and 2024.
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Bibliography
2024
Does the law matter? An empirical study on the accessibility of Finnish higher education institutions' web pages.
Univers. Access Inf. Soc., March, 2024
Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model.
CoRR, 2024
2023
Measuring self-regulated learning in a junior high school mathematics classroom: Combining aptitude and event measures in digital learning materials.
J. Comput. Assist. Learn., December, 2023
Capturing cognitive load management during authentic virtual reality flight training with behavioural and physiological indicators.
J. Comput. Assist. Learn., October, 2023
The Finnish Version of the Affinity for Technology Interaction (ATI) Scale: Psychometric Properties and an Examination of Gender Differences.
Int. J. Hum. Comput. Interact., February, 2023
Feature selection for distance-based regression: An umbrella review and a one-shot wrapper.
Neurocomputing, 2023
Toward Scalable and Transparent Multimodal Analytics to Study Standard Medical Procedures: Linking Hand Movement, Proximity, and Gaze Data.
CoRR, 2023
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
The impact of online educational platform on students' motivation and grades: the case of Khan Academy in the under-resourced communities.
Proceedings of the 16th International Conference on Educational Data Mining, 2023
Clustering to define interview participants for analyzing student feedback: a case of Legends of Learning.
Proceedings of the 16th International Conference on Educational Data Mining, 2023
Enhancing Performance of Linked Independent Component Analysis: Investigating the Influence of Subjects and Modalities.
Proceedings of the International Conference on Computers, 2023
Proceedings of the Artificial Intelligence and Cybersecurity: Theory and Applications, 2023
2022
Comput. Educ., 2022
IEEE Access, 2022
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022
2021
One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG.
Neurocomputing, 2021
Student agency analytics: learning analytics as a tool for analysing student agency in higher education.
Behav. Inf. Technol., 2021
Array, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
2020
Mach. Learn. Knowl. Extr., 2020
Can we automate expert-based journal rankings? Analysis of the Finnish publication indicator.
J. Informetrics, 2020
Game learning analytics for understanding reading skills in transparent writing system.
Br. J. Educ. Technol., 2020
Nondestructive Acoustic Testing of Ceramic Capacitors Using One-Class Support Vector Machine With Automated Hyperparameter Selection.
IEEE Access, 2020
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
Course Satisfaction in Engineering Education Through the Lens of Student Agency Analytics.
Proceedings of the IEEE Frontiers in Education Conference, 2020
Problem Transformation Methods with Distance-Based Learning for Multi-Target Regression.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
2019
Identifying Pathways to Computer Science: The Long-Term Impact of Short-Term Game Programming Outreach Interventions.
ACM Trans. Comput. Educ., 2019
Neurocomputing, 2019
Int. J. Emerg. Technol. Learn., 2019
Technology Comprehension - Combining computing, design, and societal reflection as a national subject.
Int. J. Child Comput. Interact., 2019
Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection.
CoRR, 2019
Proceedings of the Advances in Computational Intelligence, 2019
Predictive Analytics in a Pulp Mill using Factory Automation Data - Hidden Potential.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
2018
Using Slack for computer-mediated communication to support higher education students' peer interactions during Master's thesis seminar.
Educ. Inf. Technol., 2018
Proceedings of the 15th Participatory Design Conference: Short Papers, Situated Actions, Workshops and Tutorial, 2018
Proceedings of the Conference on Creativity and Making in Education, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the Designing for a Digital and Globalized World, 2018
2017
Algorithms, 2017
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
BLPA: Bayesian learn-predict-adjust method for online detection of recurrent changepoints.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the CSEDU 2017, 2017
Supporting Institutional Awareness and Academic Advising using Clustered Study Profiles.
Proceedings of the CSEDU 2017, 2017
2016
Expert-based versus citation-based ranking of scholarly and scientific publication channels.
J. Informetrics, 2016
Proceedings of the 12th International Symposium on Open Collaboration, 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the 5th Student Conference on Operational Research, 2016
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
A New Augmented Lagrangian Approach for L<sup>1</sup>-mean Curvature Image Denoising.
SIAM J. Imaging Sci., 2015
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
Validation of a time-variant electrical equivalent circuit for a dry bacteriorhodopsin sensor.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
Hierarchical, prototype-based clustering of multiple time series with missing values.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
Do Country Stereotypes Exist in Educational Data? A Clustering Approach for Large, Sparse, and Weighted Data.
Proceedings of the 8th International Conference on Educational Data Mining, 2015
Project-Based Learning Emphasizing Open Resources and Student Ideation: How to Raise Student Awareness of IPR?
Proceedings of the Computer Supported Education - 7th International Conference, 2015
Open Resources as the Educational Basis for a Bachelor-level Project-Based Course.
Proceedings of the CSEDU 2015, 2015
2014
Int. J. Cyber Warf. Terror., 2014
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
Proceedings of the Information Modelling and Knowledge Bases XXVI, 2014
Proceedings of the Information Modelling and Knowledge Bases XXVI, 2014
Discovering Gender-Specific Knowledge from Finnish Basic Education using PISA Scale Indices.
Proceedings of the 7th International Conference on Educational Data Mining, 2014
Automating the Parameter Selection in VRP: An Off-line Parameter Tuning Tool Comparison.
Proceedings of the Modeling, Simulation and Optimization for Science and Technology, 2014
2013
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013
Designing an energy measurement system for an electric vehicle competition - From a student project to a successful race.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013
Proceedings of the Information Modelling and Knowledge Bases XXV, 2013
2012
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2012
Context-Sensitive Approach to Dynamic Visual Analytics of Energy Production Processes.
Proceedings of the Information Modelling and Knowledge Bases XXIV, 2012
2011
Neural Prediction of Product Quality Based on Pilot Paper Machine Process Measurements.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
2010
Proceedings of the 10th International Conference on Information Sciences, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Applications of Evolutionary Computation, 2010
Proceedings of the Information Modelling and Knowledge Bases XXII, 20th European-Japanese Conference on Information Modelling and Knowledge Bases (EJC 2010), Jyväskylä, Finland, 31 May, 2010
2009
Online mass flow prediction in CFB boilers with explicit detection of sudden concept drift.
SIGKDD Explor., 2009
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, 2009
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Non-smooth SOR for <i>L</i> <sup>1</sup>-Fitting: Convergence Study and Discussion of Related Issues.
J. Sci. Comput., 2008
An Enhanced Memetic Differential Evolution in Filter Design for Defect Detection in Paper Production.
Evol. Comput., 2008
Proceedings of the Proceedings 21st Conference on Software Engineering Education and Training, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
Traditional Averaging, Weighted Averaging, and ERPSUB for ERP Denoising in EEG Data - A Comparison of the Convergence Properties.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008
2007
Int. J. Comput. Math., 2007
Power of Recognition: A Conceptual Framework for Agile Capstone Project in Academic Environment.
Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2007
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007
A Memetic Differential Evolution in Filter Design for Defect Detection in Paper Production.
Proceedings of the Applications of Evolutinary Computing, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Proceedings of the Open Source Systems, 2006
Proceedings of the 10th European Conference on Software Maintenance and Reengineering (CSMR 2006), 2006
2005
ExtMiner: Combining Multiple Ranking and Clustering Algorithms for Structured Document Retrieval.
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005
2004
2002