# Tommi Kärkkäinen

**Type:** Researchers  
**Canonical URL:** https://scholariq.org/researchers/tommi-karkkainen/

## Facts

| Field | Value |
| --- | --- |
| Citations | 2,851 |
| Field | Online Learning and Analytics |
| h-index | 29 |
| i10-index | 77 |
| Last Known Institution | Folkhälsans Forskningscentrum |
| OpenAlex ID | https://openalex.org/A5056914205 |
| ORCID iD | 0000-0003-0327-1167 |
| Works | 265 |

## Researcher papers

- [An Enhanced Memetic Differential Evolution in Filter Design for Defect Detection in Paper Production](https://scholariq.org/papers/an-enhanced-memetic-differential-evolution-in-filter-design-for-defect-detection/)
- [One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG](https://scholariq.org/papers/one-dimensional-convolutional-neural-networks-for-seizure-onset-detection-using/)
- [Comparison of Internal Clustering Validation Indices for Prototype-Based Clustering](https://scholariq.org/papers/comparison-of-internal-clustering-validation-indices-for-prototype-based/)
- [How pedagogical agents communicate with students: A two-phase systematic review](https://scholariq.org/papers/how-pedagogical-agents-communicate-with-students-a-two-phase-systematic-review/)
- [Student agency analytics: learning analytics as a tool for analysing student agency in higher education](https://scholariq.org/papers/student-agency-analytics-learning-analytics-as-a-tool-for-analysing-student/)
- [Augmented Lagrangian Active Set Methods for Obstacle Problems](https://scholariq.org/papers/augmented-lagrangian-active-set-methods-for-obstacle-problems/)
- [Introduction to partitioning-based clustering methods with a robust example](https://scholariq.org/papers/introduction-to-partitioning-based-clustering-methods-with-a-robust-example/)
- [Automated software license analysis](https://scholariq.org/papers/automated-software-license-analysis/)
- [Detection of developmental dyslexia with machine learning using eye movement data](https://scholariq.org/papers/detection-of-developmental-dyslexia-with-machine-learning-using-eye-movement/)
- [A method for structure prediction of metal-ligand interfaces of hybrid nanoparticles](https://scholariq.org/papers/a-method-for-structure-prediction-of-metal-ligand-interfaces-of-hybrid/)

## Researcher topics

- [Online Learning and Analytics](https://scholariq.org/topics/online-learning-and-analytics/)
- [Face and Expression Recognition](https://scholariq.org/topics/face-and-expression-recognition/)
- [Neural Networks and Applications](https://scholariq.org/topics/neural-networks-and-applications/)
- [Machine Learning and ELM](https://scholariq.org/topics/machine-learning-and-elm/)
- [Blind Source Separation Techniques](https://scholariq.org/topics/blind-source-separation-techniques/)

## Researcher university

- [Folkhälsans Forskningscentrum](https://scholariq.org/institutions/folkhalsans-forskningscentrum/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.