Tommi Kärkkäinen

Tommi Kärkkäinen

Jyväskylän yliopisto

H-index: 30

Europe-Finland

About Tommi Kärkkäinen

Tommi Kärkkäinen, With an exceptional h-index of 30 and a recent h-index of 23 (since 2020), a distinguished researcher at Jyväskylän yliopisto, specializes in the field of machine learning, data mining, learning analytics, educational technology.

His recent articles reflect a diverse array of research interests and contributions to the field:

Exploring emergent soundscape profiles from crowdsourced audio data

A Web-Based Physical Activity Promotion Intervention for Inactive Parent-Child Dyads: Protocol for a Randomized Controlled Trial

Does the law matter? An empirical study on the accessibility of Finnish higher education institutions’ web pages

Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model

Adapting Teaching and Learning in Higher Education Using Explainable Student Agency Analytics

Analysis of the Next Evolution of Security Audit Criteria.

Toward Scalable and Transparent Multimodal Analytics to Study Standard Medical Procedures: Linking Hand Movement, Proximity, and Gaze Data

Kernels and Graphs on M25+ H (parent repository)

Tommi Kärkkäinen Information

University

Position

Professor of Mathematical Information Technology

Citations(all)

3246

Citations(since 2020)

1599

Cited By

2158

hIndex(all)

30

hIndex(since 2020)

23

i10Index(all)

77

i10Index(since 2020)

39

Email

University Profile Page

Jyväskylän yliopisto

Google Scholar

View Google Scholar Profile

Tommi Kärkkäinen Skills & Research Interests

machine learning

data mining

learning analytics

educational technology

Top articles of Tommi Kärkkäinen

Title

Journal

Author(s)

Publication Date

Exploring emergent soundscape profiles from crowdsourced audio data

Computers, Environment and Urban Systems

Aura Kaarivuo

Jonas Oppenländer

Tommi Kärkkäinen

Tommi Mikkonen

2024/6/1

A Web-Based Physical Activity Promotion Intervention for Inactive Parent-Child Dyads: Protocol for a Randomized Controlled Trial

JMIR Research Protocols

Daniel Phipps

Weldon Thomas Green

Reetta Aho

Eeva Kettunen

Stuart Biddle

...

2024/3/21

Does the law matter? An empirical study on the accessibility of Finnish higher education institutions’ web pages

Universal access in the information society

Merja Laamanen

Tarja Ladonlahti

Hannu Puupponen

Tommi Kärkkäinen

2024/3

Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model

arXiv preprint arXiv:2402.01824

Marko Niemelä

Mikaela von Bonsdorff

Sami Äyrämö

Tommi Kärkkäinen

2024/2/2

Adapting Teaching and Learning in Higher Education Using Explainable Student Agency Analytics

Ville Heilala

Päivikki Jääskelä

Mirka Saarela

Tommi Kärkkäinen

2024

Analysis of the Next Evolution of Security Audit Criteria.

Journal of Information Warfare

Riku Nykänen

Tomi Kelo

Tommi Kärkkäinen

2023/10/1

Toward Scalable and Transparent Multimodal Analytics to Study Standard Medical Procedures: Linking Hand Movement, Proximity, and Gaze Data

arXiv preprint arXiv:2312.05368

Ville Heilala

Sami Lehesvuori

Raija Hämäläinen

Tommi Kärkkäinen

2023/12/8

Kernels and Graphs on M25+ H (parent repository)

Hannu Häkkinen

Tommi Kärkkäinen

Antti Pihlajamäki

Sami Malola

2023

SimO-hankkeessa toteutetut pilotit

Jyväskylän ammattikorkeakoulun julkaisuja

Liisi Pohjola

Leena Rasa

Jeri Varjosalo

Paavo Räty

Katriina Sipiläinen

...

2023

The embodiment of emotion-label words and emotion-laden words: Evidence from late Chinese–English bilinguals

Frontiers in Psychology

Dong Tang

Yang Fu

Huili Wang

Bo Liu

Anqi Zang

...

2023/3/22

Graphs and Kernelized Learning Applied to Interactions of Hydrogen with Doped Gold Nanoparticle Electrocatalysts

The Journal of Physical Chemistry C

Antti Pihlajamäki

Sami Malola

Tommi Kärkkäinen

Hannu Häkkinen

2023/7/18

Capturing cognitive load management during authentic virtual reality flight training with behavioural and physiological indicators

Journal of computer assisted learning

Joni Lämsä

Joonas Mannonen

Ari Tuhkala

Ville Heilala

Arto Helovuo

...

2023/10

Fundamental concepts of cognitive mimetics

Cognitive Systems Research

Antero Karvonen

Tuomo Kujala

Tommi Kärkkäinen

Pertti Saariluoma

2023/12/1

Feature selection for distance-based regression: An umbrella review and a one-shot wrapper

Joakim Linja

Joonas Hämäläinen

Paavo Nieminen

Tommi Kärkkäinen

2023/1/21

Monitieteinen tutkimus vaikuttavan virtuaali-ja simulaatio-oppimisen perustana

Jyväskylän ammattikorkeakoulun julkaisuja

Paavo Räty

Jeri Varjosalo

Liisi Pohjola

Leena Rasa

Katriina Sipiläinen

...

2023

On the role of Taylor’s formula in machine learning

Tommi Kärkkäinen

2023/7/8

More convnets in the 2020s: Scaling up kernels beyond 51x51 using sparsity

ICLR 2023, The Eleventh International Conference on Learning Representations, arXiv preprint arXiv:2207.03620

Shiwei Liu

Tianlong Chen

Xiaohan Chen

Xuxi Chen

Qiao Xiao

...

2023/5

Additive autoencoder for dimension estimation

Neurocomputing

Tommi Kärkkäinen

Jan Hänninen

2023/9/28

Measuring self‐regulated learning in a junior high school mathematics classroom: Combining aptitude and event measures in digital learning materials

Journal of Computer Assisted Learning

Denis Zhidkikh

Mirka Saarela

Tommi Kärkkäinen

2023/12

Clustering to define interview participants for analyzing student feedback: a case of Legends of Learning

Ayaz Karimov

Mirka Saarela

Tommi Kärkkäinen

2023

See List of Professors in Tommi Kärkkäinen University(Jyväskylän yliopisto)

Co-Authors

H-index: 79
Roland Glowinski

Roland Glowinski

University of Houston

H-index: 72
hannu häkkinen

hannu häkkinen

Jyväskylän yliopisto

H-index: 50
Mykola Pechenizkiy

Mykola Pechenizkiy

Technische Universiteit Eindhoven

H-index: 42
Ole Sejer Iversen

Ole Sejer Iversen

Aarhus Universitet

H-index: 36
Indrė Žliobaitė

Indrė Žliobaitė

Helsingin yliopisto

H-index: 28
Fengyu Cong

Fengyu Cong

Dalian University of Technology

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