Henry Joutsijoki

According to our database, Henry Joutsijoki authored at least 32 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Comparison of machine learning methods in the early identification of vasculitides, myositides and glomerulonephritides.

Rasmus Ryyppö, Sergei Häyrynen, Henry Joutsijoki, Martti Juhola, Mikko R. J. Seppänen

Comput. Methods Programs Biomed., January, 2024

2023

Information-Centric Adoption and Use of Standard Compliant DevSecOps for Operational Technology: From Experience to Design Principles.

Henry Haverinen, Tero Päivärinta, Jussi Vänskä, Henry Joutsijoki

Proceedings of the Software Business - 14th International Conference, 2023

A Comparative Study of Machine Learning Algorithms and SIFT for Identifying the Quality of Human Induced Pluripotent Stem Cell Colony.

Henry Joutsijoki, Markus Haponen, Katriina Aalto-Setälä, Martti Juhola

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023

2022

A method to measure data complexity of a complicated medical data set.

Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Katriina Aalto-Setälä

Int. J. Imaging Syst. Technol., 2022

Data analytics for cardiac diseases.

Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Risto-Pekka Pölönen, Katriina Aalto-Setälä

Comput. Biol. Medicine, 2022

Machine Learning of Drug Influence Based on iPSC Cardiomyocyte Calcium Transient Signals.

Martti Juhola, Henry Joutsijoki, Risto-Pekka Pölönen, Katriina Aalto-Setälä

Proceedings of the Computing in Cardiology, 2022

2021

On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes.

Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Katriina Aalto-Setälä

Comput. Methods Programs Biomed., 2021

2019

Classification of patients and controls based on stabilogram signal data.

Henry Joutsijoki, Jyrki Rasku, Ilmari Pyykkö, Martti Juhola

Intell. Data Anal., 2019

2018

GDP growth vs. criminal phenomena: data mining of Japan 1926-2013.

Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola

AI Soc., 2018

2017

Development of crime in England and Wales 1898-2001: Data mining using self-organising map.

Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016

Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images.

Henry Joutsijoki, Markus Haponen, Jyrki Rasku, Katriina Aalto-Setälä, Martti Juhola

Comput. Math. Methods Medicine, 2016

A software tool for studying the size and shape of human cardiomyocytes.

Jyrki Rasku, Marisa Ojala, Risto-Pekka Pölönen, Henry Joutsijoki, Yulia Gizatdinova, Jorma Laurikkala, Kimmo Kartasalo, Katriina Aalto-Setälä, Martti Juhola

Biomed. Signal Process. Control., 2016

2015

Crime vs. demographic factors revisited: Application of data mining methods.

Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola

Webology, 2015

On the influence of training data quality on text document classification using machine learning methods.

Jyri Saarikoski, Henry Joutsijoki, Kalervo Järvelin, Jorma Laurikkala, Martti Juhola

Int. J. Knowl. Eng. Data Min., 2015

Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes.

Martti Juhola, Kirsi Penttinen, Henry Joutsijoki, Kirsi Varpa, Jyri Saarikoski, Jyrki Rasku, Harri Siirtola, Kati Iltanen, Jorma Laurikkala, Heikki Hyyrö, Jari A. K. Hyttinen, Katriina Aalto-Setälä

Comput. Biol. Medicine, 2015

Directed acyclic graph support vector machines in classification of benthic macroinvertebrate samples.

Henry Joutsijoki, Markku Siermala, Martti Juhola

Artif. Intell. Rev., 2015

Homicide and Its Social Context: Analysis Using the Self-Organizing Map.

Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Markku Siermala, Martti Juhola

Appl. Artif. Intell., 2015

2014

Half-Against-Half Structure with SVM and k-NN Classifiers in Benthic Macroinvertebrate Image Classification.

Henry Joutsijoki

J. Comput., 2014

Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates.

Henry Joutsijoki, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Jenni Raitoharju, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Tuomas Turpeinen, Martti Juhola

Ecol. Informatics, 2014

Histogram-based classification of iPSC colony images using machine learning methods.

Henry Joutsijoki, Markus Haponen, Ivan Baldin, Jyrki Rasku, Yulia Gizatdinova, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

On computation of calcium cycling anomalies in cardiomyocytes data.

Martti Juhola, Henry Joutsijoki, Kirsi Varpa, Jyri Saarikoski, Jyrki Rasku, Kati Iltanen, Jorma Laurikkala, Heikki Hyyrö, Jorge Avalos-Salguero, Harri Siirtola, Kirsi Penttinen, Katriina Aalto-Setälä

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images.

Yulia Gizatdinova, Jyrki Rasku, Markus Haponen, Henry Joutsijoki, Ivan Baldin, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Classification of iPSC colony images using hierarchical strategies with support vector machines.

Henry Joutsijoki, Jyrki Rasku, Markus Haponen, Ivan Baldin, Yulia Gizatdinova, Michelangelo Paci, Jyri Saarikoski, Kirsi Varpa, Harri Siirtola, Jorge Avalos-Salguero, Kati Iltanen, Jorma Laurikkala, Kirsi Penttinen, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2013

Kernel selection in multi-class support vector machines and its consequence to the number of ties in majority voting method.

Henry Joutsijoki, Martti Juhola

Artif. Intell. Rev., 2013

The Classification of Valid and Invalid Beats of Three-Dimensional Nystagmus Eye Movement Signals Using Machine Learning Methods.

Martti Juhola, Heikki Aalto, Henry Joutsijoki, Timo P. Hirvonen

Adv. Artif. Neural Syst., 2013

Machine learning approach to an otoneurological classification problem.

Henry Joutsijoki, Kirsi Varpa, Kati Iltanen, Martti Juhola

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Half-against-half structure in classification of benthic macroinvertebrate images.

Henry Joutsijoki

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Variations on a Theme: The Classification of Benthic Macroinvertebrates.

Henry Joutsijoki

PhD thesis, 2012

Prediction of a state of a subject on the basis of a stabilogram signal and video oculography test.

Jyrki Rasku, Henry Joutsijoki, Ilmari Pyykkö, Martti Juhola

Comput. Methods Programs Biomed., 2012

DAGSVM vs. DAGKNN: An Experimental Case Study with Benthic Macroinvertebrate Dataset.

Henry Joutsijoki, Martti Juhola

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

2011

Comparing the One-vs-One and One-vs-All Methods in Benthic Macroinvertebrate Image Classification.

Henry Joutsijoki, Martti Juhola

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem.

Kirsi Varpa, Henry Joutsijoki, Kati Iltanen, Martti Juhola

Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011