Henry Joutsijoki

32 papers B 1C 2Journal 18Unranked 10

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Comparison of machine learning methods in the early identification of vasculitides, myositides and glomerulonephritides. Comput. Methods Programs Biomed. Rasmus Ryyppö, Sergei Häyrynen, Henry Joutsijoki, Martti Juhola, Mikko R. J. Seppänen
2023	C	`conf`	A Comparative Study of Machine Learning Algorithms and SIFT for Identifying the Quality of Human Induced Pluripotent Stem Cell Colony. CIBCB Henry Joutsijoki, Markus Haponen, Katriina Aalto-Setälä, Martti Juhola
2023	—	`conf`	Information-Centric Adoption and Use of Standard Compliant DevSecOps for Operational Technology: From Experience to Design Principles. ICSOB Henry Haverinen, Tero Päivärinta, Jussi Vänskä, Henry Joutsijoki
2022	J	`jnl`	A method to measure data complexity of a complicated medical data set. Int. J. Imaging Syst. Technol. Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Katriina Aalto-Setälä
2022	J	`jnl`	Data analytics for cardiac diseases. Comput. Biol. Medicine Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Risto-Pekka Pölönen, Katriina Aalto-Setälä
2022	—	`conf`	Machine Learning of Drug Influence Based on iPSC Cardiomyocyte Calcium Transient Signals. CinC Martti Juhola, Henry Joutsijoki, Risto-Pekka Pölönen, Katriina Aalto-Setälä
2021	J	`jnl`	On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes. Comput. Methods Programs Biomed. Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Katriina Aalto-Setälä
2019	J	`jnl`	Classification of patients and controls based on stabilogram signal data. Intell. Data Anal. Henry Joutsijoki, Jyrki Rasku, Ilmari Pyykkö, Martti Juhola
2018	J	`jnl`	GDP growth vs. criminal phenomena: data mining of Japan 1926-2013. AI Soc. Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola
2017	—	`conf`	Development of crime in England and Wales 1898-2001: Data mining using self-organising map. SSCI Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola
2016	J	`jnl`	A software tool for studying the size and shape of human cardiomyocytes. Biomed. Signal Process. Control. Jyrki Rasku, Marisa Ojala, Risto-Pekka Pölönen, Henry Joutsijoki, Yulia Gizatdinova, Jorma Laurikkala, Kimmo Kartasalo, Katriina Aalto-Setälä, Martti Juhola
2016	J	`jnl`	Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images. Comput. Math. Methods Medicine Henry Joutsijoki, Markus Haponen, Jyrki Rasku, Katriina Aalto-Setälä, Martti Juhola
2015	J	`jnl`	Crime vs. demographic factors revisited: Application of data mining methods. Webology Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola
2015	J	`jnl`	Directed acyclic graph support vector machines in classification of benthic macroinvertebrate samples. Artif. Intell. Rev. Henry Joutsijoki, Markku Siermala, Martti Juhola
2015	J	`jnl`	Homicide and Its Social Context: Analysis Using the Self-Organizing Map. Appl. Artif. Intell. Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Markku Siermala, Martti Juhola
2015	J	`jnl`	On the influence of training data quality on text document classification using machine learning methods. Int. J. Knowl. Eng. Data Min. Jyri Saarikoski, Henry Joutsijoki, Kalervo Järvelin, Jorma Laurikkala, Martti Juhola
2015	J	`jnl`	Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes. Comput. Biol. Medicine 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
2014	C	`conf`	Classification of iPSC colony images using hierarchical strategies with support vector machines. CIDM 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
2014	J	`jnl`	Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates. Ecol. Informatics Henry Joutsijoki, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Jenni Raitoharju, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Tuomas Turpeinen, Martti Juhola
2014	J	`jnl`	Half-Against-Half Structure with SVM and k-NN Classifiers in Benthic Macroinvertebrate Image Classification. J. Comput. Henry Joutsijoki
2014	B	`conf`	Histogram-based classification of iPSC colony images using machine learning methods. SMC Henry Joutsijoki, Markus Haponen, Ivan Baldin, Jyrki Rasku, Yulia Gizatdinova, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola
2014	—	`conf`	Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images. EMBC Yulia Gizatdinova, Jyrki Rasku, Markus Haponen, Henry Joutsijoki, Ivan Baldin, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola
2014	—	`conf`	On computation of calcium cycling anomalies in cardiomyocytes data. EMBC 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
2013	—	`conf`	Half-against-half structure in classification of benthic macroinvertebrate images. EMBC Henry Joutsijoki
2013	J	`jnl`	Kernel selection in multi-class support vector machines and its consequence to the number of ties in majority voting method. Artif. Intell. Rev. Henry Joutsijoki, Martti Juhola
2013	—	`conf`	Machine learning approach to an otoneurological classification problem. EMBC Henry Joutsijoki, Kirsi Varpa, Kati Iltanen, Martti Juhola
2013	J	`jnl`	The Classification of Valid and Invalid Beats of Three-Dimensional Nystagmus Eye Movement Signals Using Machine Learning Methods. Adv. Artif. Neural Syst. Martti Juhola, Heikki Aalto, Henry Joutsijoki, Timo P. Hirvonen
2012	—	`conf`	DAGSVM vs. DAGKNN: An Experimental Case Study with Benthic Macroinvertebrate Dataset. MLDM Henry Joutsijoki, Martti Juhola
2012	J	`jnl`	Prediction of a state of a subject on the basis of a stabilogram signal and video oculography test. Comput. Methods Programs Biomed. Jyrki Rasku, Henry Joutsijoki, Ilmari Pyykkö, Martti Juhola
2012	—	`—`	Variations on a Theme: The Classification of Benthic Macroinvertebrates. Henry Joutsijoki
2011	—	`conf`	Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem. MIE Kirsi Varpa, Henry Joutsijoki, Kati Iltanen, Martti Juhola
2011	—	`conf`	Comparing the One-vs-One and One-vs-All Methods in Benthic Macroinvertebrate Image Classification. MLDM Henry Joutsijoki, Martti Juhola