Search results for "Otan"
showing 10 items of 6391 documents
Explainable AI for Industry 4.0 : Semantic Representation of Deep Learning Models
2022
Artificial Intelligence is an important asset of Industry 4.0. Current discoveries within machine learning and particularly in deep learning enable qualitative change within the industrial processes, applications, systems and products. However, there is an important challenge related to explainability of (and, therefore, trust to) the decisions made by the deep learning models (aka black-boxes) and their poor capacity for being integrated with each other. Explainable artificial intelligence is needed instead but without loss of effectiveness of the deep learning models. In this paper we present the transformation technique between black-box models and explainable (as well as interoperable) …
UInDeSI4.0 : An efficient Unsupervised Intrusion Detection System for network traffic flow in Industry 4.0 ecosystem
2023
In an Industry 4.0 ecosystem, all the essential components are digitally interconnected, and automation is integrated for higher productivity. However, it invites the risk of increasing cyber-attacks amid the current cyber explosion. The identification and monitoring of these malicious cyber-attacks and intrusions need efficient threat intelligence techniques or intrusion detection systems (IDSs). Reducing the false positive rate in detecting cyber threats is an important step for a safer and reliable environment in any industrial ecosystem. Available approaches for intrusion detection often suffer from high computational costs due to large number of feature instances. Therefore, this paper…
Cultivation and nutritional value of Pleurotus nebrodensis
2013
A detailed report on Pleurotus nebrodensis cultivation methodologies, production costs, main pests and diseases and their control techniques is presented, together with information about the nutritional value and medicinal properties of the mushroom.
Institutional perspectives in transition : research groups’ profiles and embeddedness in organisational and national context
2019
Research into differentiation and profiling of knowledge producing institutions through the lenses of institutional logics and field embeddedness have proliferated in recent years. By discussing this process in the context of research groups, as those basic units in which knowledge production epistemically and practically takes place, this article offers a contribution to the theoretical discussion on organisational differentiation. Based on a small-N comparative case study of research groups operating in different national and organisational contexts on a single, highly competitive and interdisciplinary applied sciences field, nanosciences, the article proposes research group profiles as h…
Chemical Variability and Pharmacological Potential of Propolis as a Source for the Development of New Pharmaceutical Products
2022
This review aims to analyze propolis as a potential raw material for the development and manufacture of new health-promoting products. Many scientific publications were retrieved from the Scopus, PubMed, and Google Scholar databases via searching the word "propolis". The different extraction procedures, key biologically active compounds, biological properties, and therapeutic potential of propolis were analyzed. It was concluded that propolis possesses a variety of biological properties because of a very complex chemical composition that mainly depends on the plant species visited by bees and species of bees. Numerous studies found versatile pharmacological activities of propolis: antimicro…
Liiketoimintaprosessia koordinoiva vuorovaikutus ohjelmistotuotantoprosessin näkökulmasta
2001
Il punteruolo delle palme
2010
Metsienkäsittely keruutuotesatojen ja puutulojen samanaikaiseen tuottamiseen metsämaisemassa
2016
Tutkimusseloste artikkelista: Peura,M,, Triviño, M., Mazziotta, A., Podkopaev, D., Juutinen, A., Mönkkönen, M. (2016). Managing boreal forests for the simultaneous production of collectable goods and timber revenues. Silva Fennica vol. 50 no. 5 article id 1672. http://dx.doi.org/10.14214/sf.1672 nonPeerReviewed
Managing a boreal forest landscape for the simultaneous production of collectable goods and timber revenues
2014
Soft Competencies and Satisfaction Levels for Software Engineers: A Unified Framework
2019
The importance of software engineers’ competency has long been established as a key pillar for the development of robust software in order to achieve quality software. Software engineering competency research is not necessarily lacking. Nevertheless, the satisfaction derived from using software competency needs more investigation. The aim of this study is to identify soft competencies from empirical data and create satisfaction levels for software engineers’ soft competencies. The result shows 63 soft competencies with three different satisfaction levels consisting of basic, performance and delighters. The paper contributes to the SEC research by highlighting the satisfaction levels of soft…