List of works - Tommi Kärkkäinen

A Knowledge Interface System for Information and Cyber Security Using Semantic Wiki

scientific article

A method for structure prediction of metal-ligand interfaces of hybrid nanoparticles

scientific article published on 03 September 2019

A self-ethnographic investigation of continuing education program in engineering arising from economic structural change

scientific article

Aligning Two Specifications for Controlling Information Security

scientific article

An enhanced memetic differential evolution in filter design for defect detection in paper production

scientific article published on January 2008

Application of a Knowledge Discovery Process to Study Instances of Capacitated Vehicle Routing Problems

scientific article

Automated software license analysis

scientific article

Automatic Customization Framework for Efficient Vehicle Routing System Deployment

scientific article

Automatic Profiling of Open-Ended Survey Data on Medical Workplace Teaching

scientific article

Can icons enhance requirements engineering work?

Can we automate expert-based journal rankings? Analysis of the Finnish publication indicator

scientific article

Channel Increment Strategy-Based 1D Convolutional Neural Networks for Seizure Prediction Using Intracranial EEG

scientific article published in 2023

Clustering and the perturbed spatial median

Comparison of Internal Clustering Validation Indices for Prototype-Based Clustering

Comparison of MLP cost functions to dodge mislabeled training data

Comparison of formulations and solution methods for image restoration problems

scientific article

Continuous reformulations and heuristics for the Euclidean travelling salesperson problem

Course Satisfaction in Engineering Education Through the Lens of Student Agency Analytics

scientific article

Detection of developmental dyslexia with machine learning using eye movement data

scientific article

Do Randomized Algorithms Improve the Efficiency of Minimal Learning Machine?

ERP denoising in multichannel EEG data using contrasts between signal and noise subspaces.

scientific article

Enhancing Differential Evolution frameworks by scale factor local search - part II

scientific article published in May 2009

Expert-based versus citation-based ranking of scholarly and scientific publication channels

scientific article

Explainable Student Agency Analytics

scientific article

ExtMiner: Combining Multiple Ranking and Clustering Algorithms for Structured Document Retrieval

scientific article

Extreme minimal learning machine: Ridge regression with distance-based basis

Feature Ranking of Large, Robust, and Weighted Clustering Result

scientific article

Game learning analytics for understanding reading skills in transparent writing system

scientific article

Guided ultrasonic waves in long bones: modelling, experiment and in vivo application

scientific article published on 01 November 2002

Icons: Visual Representation to Enrich Requirements Engineering Work

scientific article

Ideas about a Regularized MLP Classifier by Means of Weight Decay Stepping

Identifying Pathways to Computer Science

article published in 2019

Improving Clustering and Cluster Validation with Missing Data Using Distance Estimation Methods

scientific article

Improving Scalable K-Means++

Independent component analysis on the mismatch negativity in an uninterrupted sound paradigm.

scientific article published on 25 July 2008

Instance-Based Multi-Label Classification via Multi-Target Distance Regression

scientific article published in 2021

Investigation of guided ultrasonic waves in bone phantoms using an axial transmission method

scientific article

Knowledge Discovery from the Programme for International Student Assessment

scientific article

Let Me Hack It: Teachers’ Perceptions About ‘Making’ in Education

MLP in layer-wise form with applications to weight decay

scientific article published in June 2002

Mislabel Detection of Finnish Publication Ranks

scientific article

Monte Carlo Simulations of Au38(SCH3)24 Nanocluster Using Distance-Based Machine Learning Methods

scientific article published on 21 February 2020

Monte Carlo Simulations of Au38(SCH3)24 Nanocluster Using Distance-Based Machine Learning Methods

scientific article published on 15 May 2020

Neural Prediction of Product Quality Based on Pilot Paper Machine Process Measurements

article by Paavo Nieminen et al published 2011 in Lecture Notes in Computer Science

Newton Method for Minimal Learning Machine

scientific article

On automatic algorithm configuration of vehicle routing problem solvers

scientific article

OnMLM: An Online Formulation for the Minimal Learning Machine

scientific article

One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG

scholarly article by Xiaoshuang Wang et al published October 2021 in Neurocomputing

Orientation Adaptive Minimal Learning Machine for Directions of Atomic Forces

scientific article

ProcMiner: Advancing Process Analysis and Management

scientific article

Robust Formulations for Training Multilayer Perceptrons

scientific article

Robust Principal Component Analysis of Data with Missing Values

scientific article

Seizure Prediction Using EEG Channel Selection Method

scientific article published on 22 August 2022

Semi-automatic literature mapping of participatory design studies 2006--2016

Student agency analytics: learning analytics as a tool for analysing student agency in higher education

Supporting Institutional Awareness and Academic Advising using Clustered Study Profiles

scientific article

Technology Comprehension

Technology Comprehension — Combining computing, design, and societal reflection as a national subject

scientific article

The Finnish Version of the Affinity for Technology Interaction (ATI) Scale: Psychometric Properties and an Examination of Gender Differences

scientific article published on 19 April 2022

Toolbox for Distance Estimation and Cluster Validation on Data With Missing Values

scientific article

Towards Evidence-Based Academic Advising Using Learning Analytics

scientific article

Understanding the Study Experiences of Students in Low Agency Profile: Towards a Smart Education Approach

Using Slack for computer-mediated communication to support higher education students’ peer interactions during Master’s thesis seminar

scientific article

List of works by Tommi Kärkkäinen

A Knowledge Interface System for Information and Cyber Security Using Semantic Wiki

A method for structure prediction of metal-ligand interfaces of hybrid nanoparticles

A self-ethnographic investigation of continuing education program in engineering arising from economic structural change

Aligning Two Specifications for Controlling Information Security

An enhanced memetic differential evolution in filter design for defect detection in paper production

Application of a Knowledge Discovery Process to Study Instances of Capacitated Vehicle Routing Problems

Automated software license analysis

Automatic Customization Framework for Efficient Vehicle Routing System Deployment

Automatic Profiling of Open-Ended Survey Data on Medical Workplace Teaching

Can icons enhance requirements engineering work?

Can we automate expert-based journal rankings? Analysis of the Finnish publication indicator

Channel Increment Strategy-Based 1D Convolutional Neural Networks for Seizure Prediction Using Intracranial EEG

Clustering and the perturbed spatial median

Comparison of Internal Clustering Validation Indices for Prototype-Based Clustering

Comparison of MLP cost functions to dodge mislabeled training data

Comparison of formulations and solution methods for image restoration problems

Continuous reformulations and heuristics for the Euclidean travelling salesperson problem

Course Satisfaction in Engineering Education Through the Lens of Student Agency Analytics

Detection of developmental dyslexia with machine learning using eye movement data

Do Randomized Algorithms Improve the Efficiency of Minimal Learning Machine?

ERP denoising in multichannel EEG data using contrasts between signal and noise subspaces.

Enhancing Differential Evolution frameworks by scale factor local search - part II

Expert-based versus citation-based ranking of scholarly and scientific publication channels

Explainable Student Agency Analytics

ExtMiner: Combining Multiple Ranking and Clustering Algorithms for Structured Document Retrieval

Extreme minimal learning machine: Ridge regression with distance-based basis

Feature Ranking of Large, Robust, and Weighted Clustering Result

Game learning analytics for understanding reading skills in transparent writing system

Guided ultrasonic waves in long bones: modelling, experiment and in vivo application

Icons: Visual Representation to Enrich Requirements Engineering Work

Ideas about a Regularized MLP Classifier by Means of Weight Decay Stepping

Identifying Pathways to Computer Science

Improving Clustering and Cluster Validation with Missing Data Using Distance Estimation Methods

Improving Scalable K-Means++

Independent component analysis on the mismatch negativity in an uninterrupted sound paradigm.

Instance-Based Multi-Label Classification via Multi-Target Distance Regression

Investigation of guided ultrasonic waves in bone phantoms using an axial transmission method

Knowledge Discovery from the Programme for International Student Assessment

Let Me Hack It: Teachers’ Perceptions About ‘Making’ in Education

MLP in layer-wise form with applications to weight decay

Mislabel Detection of Finnish Publication Ranks

Monte Carlo Simulations of Au38(SCH3)24 Nanocluster Using Distance-Based Machine Learning Methods

Monte Carlo Simulations of Au38(SCH3)24 Nanocluster Using Distance-Based Machine Learning Methods

Neural Prediction of Product Quality Based on Pilot Paper Machine Process Measurements

Newton Method for Minimal Learning Machine

On automatic algorithm configuration of vehicle routing problem solvers

OnMLM: An Online Formulation for the Minimal Learning Machine

One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG

Orientation Adaptive Minimal Learning Machine for Directions of Atomic Forces

ProcMiner: Advancing Process Analysis and Management

Robust Formulations for Training Multilayer Perceptrons

Robust Principal Component Analysis of Data with Missing Values

Seizure Prediction Using EEG Channel Selection Method

Semi-automatic literature mapping of participatory design studies 2006--2016

Student agency analytics: learning analytics as a tool for analysing student agency in higher education

Supporting Institutional Awareness and Academic Advising using Clustered Study Profiles

Technology Comprehension

Technology Comprehension — Combining computing, design, and societal reflection as a national subject

The Finnish Version of the Affinity for Technology Interaction (ATI) Scale: Psychometric Properties and an Examination of Gender Differences

Toolbox for Distance Estimation and Cluster Validation on Data With Missing Values

Towards Evidence-Based Academic Advising Using Learning Analytics

Understanding the Study Experiences of Students in Low Agency Profile: Towards a Smart Education Approach

Using Slack for computer-mediated communication to support higher education students’ peer interactions during Master’s thesis seminar