Search results for "Intelligence"

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) …

Interactively Learning the Preferences of a Decision Maker in Multi-objective Optimization Utilizing Belief-rules

2020

Many real life problems can be modelled as multiobjective optimization problems. Such problems often consist of multiple conflicting objectives to be optimized simultaneously. Multiple optimal solutions exist to these problems, and a single solution cannot be said to be the best without preferences given by a domain expert. Preferences can be used to find satisfying solutions: optimal solutions, which best match the expert’s preferences. To model the preferences of the expert, and aid him/her in finding satisfying solutions, a novel method is proposed. The method utilizes machine learning combined with belief-rule based systems to adaptively train a belief rule based system to learn a domai…

Juridiskās zinātnes, Nr.13

2020

Observatoire de la Transition Socio-écologiqueen Bourgogne Franche-Comté : Comprendre les conditions des transitions

2022

Comment faire fonctionner un observatoire de la transition socioécologique au sein d'une MSH : génèse du projet, apports et freins !

Impact of Emotional Intelligence on Burnout among Spanish Teachers: A Mediation Study

2021

espanolLa utilidad de la inteligencia emocional y su efecto tranquilizador sobre el estres laboral de los profesores han ido cobrando importancia en este campo de investigacion. El objetivo de este estudio ha sido analizar la relacion entre las habilidades emocionales y el sindrome de burnout y si el equilibrio afectivo media esta asociacion. Se han utilizado modelos de ecuaciones estructurales con datos de autoinforme de 200 profesores cuya edad estaba comprendida entre los 22 y los 64 anos (M = 44.97, SD = 9.31, 73.50% mujeres). Se utilizo un diseno transversal para el estudio. Los resultados mostraron un efecto significativo directo e indirecto de la claridad y de la reparacion emocional…

The role of Artificial intelligence in architectural design: conversation with designer and researchers

2020

The proliferation of data together with the increase of computing power in the last decade has triggered a new interest in artificial intelligence methods. Machine learning and in particular deep learning techniques, inspired by the topological structure of neurons network in brains, are omnipresent in the IT discourse, and generated new enthusiasms and fears in our society. These methods have already shown great effectiveness in fields far from architecture and have long been exploited in software that we use every day. Many computing libraries are available for anyone with some programming skills and allow them to "train" a neural network based on several types of data. The world of archi…

Effects of an Emotional Education Intervention in Students of University Programs for Older Students

2017

RESUMEN Los programas universitarios para mayores tienen como objetivo la potenciación de las capacidades cognitivas, emocionales y sociales, así como la mejora de la calidad de vida y el bienestar personal. Las competencias emocionales, por su impacto a múltiples niveles, se deben desarrollar y fomentar a lo largo de todo el ciclo vital. No obstante, hasta el momento, en España existen escasos trabajos que implementen programas de intervención de educación emocional para mayores y que al mismo tiempo evalúen empíricamente su posible impacto. El principal objetivo de este trabajo fue examinar el efecto de un programa de educación emocional en alumnos de un programa universitario para mayore…

Employer brand management: methodological aspects

2021

У статті обгрунтовано необхідність залучення зовнішніх ресурсів для управління брендом роботодавця. У роботі авторами було схематизовано процес прийняття рішення щодо обгрунтованого вибору компаній аутсорсерів. При цьому сформовано систему критеріїв здійснення такого вибору, що включає як вимоги до компанії-аутсорсера, так і вимоги до майбутнього проекту: рівень вдалих попередніх проектів; рівень задоволеності клієнтів; досвід роботи в Україні; середня вартість послуг аутсорсингової компанії з розробки проекту; термін розробки проекту; комплексність розроблених рекомендацій щодо просування бренду роботодавця; термін дії проекту; гнучкість проекту; рівень складності впровадження проекту; сер…

Modal Consequence Relations Extending S4.3: An Application of Projective Unification

2016

We characterize all finitary consequence relations over $\mathbf{S4.3}$ , both syntactically, by exhibiting so-called (admissible) passive rules that extend the given logic, and semantically, by providing suitable strongly adequate classes of algebras. This is achieved by applying an earlier result stating that a modal logic $L$ extending $\mathbf{S4}$ has projective unification if and only if $L$ contains $\mathbf{S4.3}$ . In particular, we show that these consequence relations enjoy the strong finite model property, and are finitely based. In this way, we extend the known results by Bull and Fine, from logics, to consequence relations. We also show that the lattice of consequence relation…

Approches polydisciplinaires et projets internationaux en intelligence territoriale

2012

National audience