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Managerial mechanisms in forming ordinary and dynamic capabilities in SMEs : a longitudinal critical-realist study
(Vaasan yliopisto, 24.03.2025)
MonografiaväitöskirjaThis study aims to study how SMEs’ innovation capabilities develop from a microfoundational perspective. The research is anchored in critical-realist background assumptions about structure, key events, agency, and context. ... -
The benefits of social media marketing in creating brand awareness of born global companies
(05.03.2025)
KandidaatintutkielmaThe aim of this thesis is to find out what benefits social media marketing has in creating brand awareness for born global companies. The framework of the work is the resource-based view (RBV), in which the company's ... -
Tieteellinen argumentointi hallinto- ja yhteiskuntatieteessä
(Vaasan yliopisto, 13.03.2025)
bookTeoksessa tarkastellaan tieteellisen argumentoinnin ja tieteenfilosofian perusteita hallinto- ja yhteiskuntatieteellisestä näkökulmasta. Teoksen ensimmäisessä varsinaisessa luvussa määritellään argumentti ja käydään läpi ... -
Multi-Dilated Convolutional LSTM With U-Net for Global Sea Surface Temperature Forecasting
(IEEE, 28.10.2024)
articleAccurate forecasting of sea surface temperature (SST) is pivotal for a wide range of applications ranging from climate modelling to marine ecosystem management. This study introduces an ingenious multi-dilated model that ... -
Machine-Learning-Based Home Energy Management Framework via Residents' Feedback
(IEEE, 04.10.2024)
articleThis study introduces a smart home energy management (SHEM) framework using an artificial neural network (ANN) approach that incorporates user feedback to gauge preferences regarding cost and comfort. The SHEM framework ... -
Collaborative machine learning-guided overall survival prediction of oral squamous cell carcinoma
(Taylor & Francis, 31.12.2024)
articleBackground There is a lack of prognosticators of overall survival (OS) for Oral Squamous Cell Carcinoma (OSCC). Objectives We examined collaborative machine learning (cML) in estimating the OS of OSCC patients. The ... -
Proximity and impact of university-industry collaborations : A topic detection analysis of impact reports
(Elsevier, 24.06.2024)
articleThe probability to initiate university-industry collaborations (UICs), their intensity and quality, are influenced by the proximity between the collaboration partners. However, little is known about the relationship between ... -
Enhancing Supply Chain Innovation and Operational Agility Through Knowledge Acquisition From the Social Media : A Microfoundational Approach
(IEEE, 19.10.2023)
articleIn this article, we present an examination of the interlocks between knowledge acquisition from social media (KAfSM), organizational microfoundations structure and design (OMFSaD), supply chain innovation (SCI), and ... -
What Is the Cost of AI Ethics? Initial Conceptual Framework and Empirical Insights
(Springer, 09.02.2024)
articleAI ethics has become a common topic of discussion in both media and academic research. Companies are also increasingly interested in AI ethics, although there are still various challenges associated with bringing AI ethics ... -
Pleasure, quality or status? : an analysis of drivers of purchase of fresh pork in China
(Frontiers media, 03.01.2024)
articleWhat are consumers aiming to get when they buy fresh meat? Is it the emotional pleasure, the nutritional quality and functionality, or the status that goes with it? We examine this question for Chinese consumers buying ...
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