Workshop on Symbolic Regression<\/p>\n\n\n\n
SYNASC 2022
24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing<\/p>\n\n\n\n
Research Institute for Symbolic Computation, Johannes Kepler University, Linz, Austria
12-15 September 2022<\/p>\n\n\n\n
Important dates:<\/strong><\/p>\n\n\n\n Scientific Chairs<\/strong><\/p>\n\n\n\n Aim and description<\/strong><\/p>\n\n\n\n Symbolic regression (SR) designates symbolic methods for the identification of regression models. Especially with the focus on interpretability and explainability in AI research, symbolic regression takes a leading role among machine learning methods, whenever model inspection and understanding by a domain expert is desired. Traditionally the most popular solution method for SR is genetic programming – an evolutionary algorithm. In recent years several non-evolutionary techniques have emerged including techniques based on artificial neuronal networks. Nowadays, the best SR algorithms combine symbolic and numeric methods for instance for optimization of numeric parameters.<\/p>\n\n\n\n Examples where symbolic regression already produces outstanding results include modeling where interpretability is desired, modeling of non-linear dependencies, modeling with small data sets or noisy data, modeling with additional constraints, or modeling of differential equation systems.<\/p>\n\n\n\n The focus of this workshop is to further advance the state-of-the-art in symbolic regression by gathering experts in the field of symbolic regression and facilitating an exchange of novel research ideas. Therefore, we encourage submissions presenting novel symbolic, numeric or hybrid techniques for symbolic regression, theoretical work on issues of generalization, size and interpretability of the models, or algorithmic improvements to make the techniques more efficient, more reliable and generally better controlled.<\/p>\n\n\n\n Topics<\/strong><\/p>\n\n\n\n Particular topics of interest include, but are not limited to:<\/p>\n\n\n\n Paper submission<\/strong><\/p>\n\n\n\n We invite submissions containing original research results in the form of: Papers of up to 8 pages prepared according to the CPS template<\/a> must be submitted electronically using the submission system that will be later accessible through EasyChair<\/a>. Publication<\/strong><\/p>\n\n\n\n The research papers that are accepted and presented at the symposium will be collected as post-proceedings published by\u00a0 Conference Publishing Services (CPS)\u00a0\u00a0and will be submitted for indexing by the ISI Web of Science, DBLP, SCOPUS, etc.<\/p>\n\n\n\n Program Committee<\/strong><\/p>\n\n\n\n Workshop on Symbolic Regression SYNASC 202224th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing Research Institute for Symbolic Computation, Johannes Kepler University, Linz, Austria12-15 September 2022 Important dates: 10 July 2022: Paper submission (strict deadline) 5 August 2022: Notification of acceptance 5 September 2022: Registration 12-15 September 2022: Symposium 31 October 2022: Revised […]<\/p>\n","protected":false},"author":23,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-172","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/synasc.ro\/2022\/wp-json\/wp\/v2\/pages\/172","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/synasc.ro\/2022\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/synasc.ro\/2022\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/synasc.ro\/2022\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/synasc.ro\/2022\/wp-json\/wp\/v2\/comments?post=172"}],"version-history":[{"count":9,"href":"https:\/\/synasc.ro\/2022\/wp-json\/wp\/v2\/pages\/172\/revisions"}],"predecessor-version":[{"id":435,"href":"https:\/\/synasc.ro\/2022\/wp-json\/wp\/v2\/pages\/172\/revisions\/435"}],"wp:attachment":[{"href":"https:\/\/synasc.ro\/2022\/wp-json\/wp\/v2\/media?parent=172"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
+ full research papers
+ short papers (work in progress)<\/p>\n\n\n\n
Research papers must contain original research results not submitted and not published elsewhere. Authors who want to present work in progress or discuss new aspects or a survey of their older research results at the workshop are welcome to submit an extended abstract (up to 4 pages). Papers will be refereed and accepted on the basis of their scientific merit and relevance to the workshop topics.<\/p>\n\n\n\n