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Machine learning and wearable devices for Phonocardiogram-based diagnosis
(AIRCC, 2019)
articleThe heart sound signal, Phonocardiogram (PCG) is difficult to interpret even for experienced cardiologists. Interpretation are very subjective depending on the hearing ability of the physician. mHealth has been the adopted ... -
Machine learning application for prediction of locoregional recurrences in early oral tongue cancer: a web-based prognostic tool
(Springer, 17.08.2019)
articleEstimation of risk of recurrence in early-stage oral tongue squamous cell carcinoma (OTSCC) remains a challenge in the field of head and neck oncology. We examined the use of artificial neural networks (ANNs) to predict ... -
Machine Learning Application: Organs-on-a- chip in Parellel
(2018)
DiplomityöCancer is one of the most common deadly diseases in the world. This is due to the fact that no good cure is available. Many medications developed for this disease are studied in vitro and then tested in animals (such as ... -
Machine Learning based Wind Power Forecasting for Operational Decision Support
(18.05.2022)
LisensiaatintutkimusUtilizing renewable energy efficiently to meet the needs of mankind's living demands has become an extremely hot topic since global warming is the most serious global environmental problem that human beings are facing ... -
Machine learning explainability in nasopharyngeal cancer survival using LIME and SHAP
(Springer Nature, 02.06.2023)
articleNasopharyngeal cancer (NPC) has a unique histopathology compared with other head and neck cancers. Individual NPC patients may attain different outcomes. This study aims to build a prognostic system by combining a highly ... -
Machine learning for personalized prognostication of tongue cancer
(Vaasan yliopisto, 31.03.2021)
ArtikkeliväitöskirjaTongue cancer constitutes the majority of the malignancies of the head and neck region. Traditionally, the staging system of the American Joint Committee on Cancer (AJCC) Tumor-Nodal-Metastasis (TNM) has been shown to be ... -
Machine learning for prognosis of oral cancer : What are the ethical challenges?
(CEUR Workshop Proceedings, 13.01.2020)
articleBackground: Machine learning models have shown high performance, particularly in the diagnosis and prognosis of oral cancer. However, in actual everyday clinical practice, the diagnosis and prognosis using these models ... -
Machine Learning in Management Accounting Research : Literature Review and Pathways for the Future
(Taylor & Francis, 04.11.2022)
articleThis paper explores the possibilities of employing machine learning (ML) methods and new data sources in management accounting (MA) research. A review of current accounting and related research reveals that ML methods in ... -
Machine learning in oral squamous cell carcinoma : current status, clinical concerns and prospects for future - A systematic review
(Elsevier, 01.05.2021)
articleBackground Oral cancer can show heterogenous patterns of behavior. For proper and effective management of oral cancer, early diagnosis and accurate prediction of prognosis are important. To achieve this, artificial ... -
Machine learning NLP-based recommendation system on production issues
(19.05.2023)
Pro gradu -tutkielmaThe techniques related to Natural Language Processing (NLP) as information extraction are increasingly popular in media, E-commerce, and online games. However, the application with such techniques is yet to be established ... -
Machine Learning Utilization in GNSS : Use Cases, Challenges and Future Applications
(IEEE, 15.06.2021)
articleThe algorithms and models of traditional global navigation satellite systems (GNSSs) perform very well in terms of the availability and accuracy of positioning, navigation and timing (PNT) under good signal conditions. ... -
Machine learning‐based prediction of osteoporosis in postmenopausal women with clinical examined features : A quantitative clinical study
(John Wiley & Sons, 25.10.2023)
articleOsteoporosis is a skeletal disease that is commonly seen in older people but often neglected due to its silent nature. To overcome the issue of osteoporosis in men and women, we proposed an advanced prediction model with ... -
Macro talent management in Finland : contributing to a rapidly evolving knowledge economy
(Routledge, 17.07.2018)
articleThis chapter analyzes Finland’s rapid transition to a knowledge economy and the challenges that the country is facing today from a macro talent management (TM) perspective. The Global Talent Competitiveness Index (Lanvin ... -
MACROECONOMIC CAUSES OF VOLATILITY IN THE EURO AREA’S AGGREGATE STOCK RETURN
(2014)
Pro gradu - tutkielmaThe purpose of this paper is to determine whether macroeconomic and financial variables Granger cause time varying volatility in aggregate stock return of the Euro Area. Using the daily data from 2005-2013 monthly realized ... -
Macroeconomic Factors and Housing Prices in the Helsinki Metropolitan Area
(21.10.2020)
Pro gradu -tutkielmaThe housing price fluctuations are closely linked to the development of the whole national economy. Macroeconomic changes, which can, to some extent, be impacted by the political decision-making, reflect widely to the ... -
Macroeconomic impact on venture markets : Does the correlation exist?
(24.03.2022)
Pro gradu -tutkielmaVenture capital industry has been historically extensively researched due to its expanding size and the growing overall interest in it. However, macroeconomic perspective by its impact to the ventures growth potential and ... -
Macroeconomic Momentum in the Foreign Exchange Market
(10.11.2023)
Pro gradu -tutkielmaFor decades, academics and investors have searched for profitable portfolio management strat- egies while some fundamental theories in the field deny the possibility for gaining such excess returns. As a counter argument ... -
Made in Finland – Evaluated in China: A study of Finnish country image and country of origin image in the eyes of Chinese consumers
(2014)
Pro gradu - tutkielmaThis study considers country of origin and country image as mental representations of a country and its people. It is affected by the cognitive as well as affective components and it is partly formed through consumers’ ...Kokoteksti luettavissa vain Tritonian asiakaskoneilla. -
Made in Jurva, Made for Life – Yrityksen taustatarinan hyödyntäminen brändin rakennuksessa
(2019)
Pro gradu - tutkielma2000-luvun lama vaikutti muun muassa moniin huonekaluyrityksiin Suomessa. Tilastokeskuksen mukaan huonekaluvalmistajien määrä laski Suomessa 1 184 yrityksestä 985 yritykseen vuosina 2007-2013; monet pienemmät yritykset ... -
Magic formula vs. traditional value investment strategies in the Finnish stock market
(Association of Business Schools Finland, 02.12.2016)
articleFor the first time in a smaller market setting, we compare the performance of the magic formula pro-posed by Greenblatt (2006) against the most commonly used value investment strategies. We also test whether the cash ...
