RSS Meetup

Grammars and Evolution: From a Structured to a Probabilistic Point of View

Sala 6.3.27, Ciências ULisboa

Por Nuno Lourenço (U. Coimbra).

Grammars are widely used by researchers of the Evolutionary Computation field, specially from the Genetic Programming (GP) community.  They were first used by Peter Whigham in the Context Free Grammar-GP(CFG-GP), but they became popular with the appearance of Grammatical Evolution (GE). In spite of being widely used by practitioners of different fields, GE is not free from drawbacks.

In this talk we will discuss recent advances on Grammar-Based Genetic Programming that aim at overcoming GE’s main issues. We will present several applications of these new methods, namely on how they can be used to evolve Deep Neural Networks, develop models to automatically perform feature engineering, how they can be used in the automatic design of Machine Learning Pipelines and how they can be used to provide insights into some problem domains.

Nuno Lourenço is an Assistant Professor at the Department of Informatics Engineering of the University of Coimbra, where he obtained his PhD in Information Science and Technology in 2016. He is the current coordinator of the Evolutionary and Complex Systems (ECOS) group, and is a member of the Centre for Informatics and Systems of University of Coimbra (CISUC) since 2009. Formerly, he was appointed as a Senior Research Officer at the University of Essex in the United Kingdom. His main research interests are in the areas Bio-Inspired Algorithms, Optimisation and Machine Learning. He is the co-creator of Structured Grammatical Evolution, Probabilistic Grammatical Evolution, and DENSER, a novel approach to automatically design Deep Artificial Neural Networks using Evolutionary Computation. He served as chair in the main conferences of the Evolutionary Computation field, namely EuroGP 2020 and 2021 as program-chair, and PPSN 2018 and EuroGP 2019 as publication chair. He is member of the Programme Committee of GECCO, PPSN, EuroGP; member of the Steering Committee of EuroGP; and executive board member of SPECIES. He has authored or co-authored more than 60 articles in journals and top conferences from the Evolutionary Computation and Artificial Intelligence areas and he has been involved as a researcher in 13 projects (national and international).

RSS Meetups are monthly gatherings of LASIGE members with research interests mainly in Software Architecture, Verification, Testing, Programming Languages, Type Systems, Logic, Concurrency, and Formal Methods.

14h00

Talk @LASIGE, por Catarina Gamboa (LASIGE/FCUL and ISR/CMU).

Apresentação por Luís Correia (Ciências ULisboa), no âmbito da pré-programação da IBERAMIA 2022 - 17th Ibero-American Conference on Artificial Intelligence.

 

Philosophical metatheories have had a great development in recent times. They have been used to reconstruct theories in many different scientific fields, from physics to biology to the social sciences. However, they lack means to systematically test the adequacy of their products.

Seminário do Centro de Física Teórica e Computacional, por Artem Ryabov (Charles University, Prague, Czech Republic).

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Um programa dirigido aos alunos de Licenciatura e de 1.º ano de Mestrado.

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O conceito de One Health assenta no reconhecimento da necessidade de abordar as políticas de saúde numa perspetiva de interdependência humano-animal-ambiente.

Cognitive sciences have approached social cognition from two complementary perspectives. On one hand, social psychology and behavioural economics have mostly emphasized mentalizing, social perception, and our ability to model other minds. On the other hand, developmental psychology and motor neuroscience have more focused on imitating, social interaction, and our propensity to coordinate with others’ behaviour. 

The course aims at enabling the participants to use different methods to measure the impacts of pollutants on ecosystems. Basic knowledge will be provided through theoretical and practical lessons on how to select and use the most suitable metrics based on the analysis of multiple compartments of the ecosystems.

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“There is often a considerable difference between what we think people need and what people want to use”. This is our perspective on how technology should be developed and will serve as the motto of this event.

O evento visa reunir investigadores interessados na aplicação de isótopos estáveis em estudos ecológicos e na utilização de dados históricos de biodiversidade disponíveis em coleções museológicas.

Mathematical Cultures Seminar, por Henrique Leitão (DHFC Ciências ULisboa/CIUHCT).

Título e data do evento, sobre uma fotografia da Ponte Vasco da Gama (Lisboa)

O evento decorre de 12 a 14 de julho de 2022, sob o lema CHEMISTRY: Forging bonds, e destina-se a todos os investigadores e alunos da ULisboa.

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David Avelar (Ciências ULisboa) é um dos oradores do webinário.

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The program will consist of plenary lectures, oral, flash and poster communications, and a round table about Science Communication.

This course offers an overview of the different ways to measure biodiversity, and provides tips for the stratification of primary biodiversity data and the construction of variables that describe its various facets. It also includes an in-depth review of the different types of data used to measure biodiversity and their problems and limitations.

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Estaremos hoje habilitados a prever o impacto da atividade humana no clima e a inferir daí a insustentabilidade do nosso modo de vida?

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Após 2 anos de interregno, o programa Ser Cientista está de regresso!

Imagem alusiva ao prémio

Candidaturas até 31 de julho.

Fotografia de campo agrícola e parque eólico

Submissão de iniciativas até 30 de agosto de 2022.

Fotografia de trator em campo agrícola

Submissão de iniciativas até 30 de agosto de 2022.

Fotografia representativa de agricultura sustentável

Submissão de iniciativas até 30 de agosto de 2022.

Programa a disponibilizar futuramente.