January 2022 - fca-list - lists.cs.uni-kassel.de

Postdoc position : knowledge representation IRIT - Airbus

by Cassia TROJAHN

(apologies for multiple posts) Dear all, We are recruiting at the Institute of Research in Informatics of Toulouse (IRIT, France) a post-doc in the context of a collaboration with Airbus (see details below). Best regards, Nathalie Hernandez and Cassia Trojahn *Context: Collaboration between IRIT and Airbus on the Digital Design, Manufacturing and Services Transformation project* Digital Design, Manufacturing and Services (DDMS) is the project that aims at transforming Airbus methods, processes and tools with the objectif of improving the strategic axes of the company: from the ability to develop a new product more quickly to its reduction of the ecological footprint. The issues of knowledge representation and sharing are at the heart of the capacities to be implemented in order to succeed in this development. In DDMS, the Modeling & Simulation department is therefore working to have the necessary foundations, in terms of methods and tools, for the knowledge representation and sharing, in relation with other Airbus entities in order to implement an industrial solution. *Description* As part of the development of DDMS capabilities in 2021, the tasks that are to be taken into account are the following : * to align different domain ontologies * to implement a domain ontology validation mechanism, particularly through the useof shape constraints (SHACL) * to enable the semantic integration of data (development of an Ontology Based Data Access service). For each task, the expected activities are: * the application of knowledge representation to solve the problems of a pilot business application use case in the Airbus environment * the synthesis of a methodological approach and an architectural solution based on this casea generalized framework to respond to this problem in other areas by applying the methodological principles acquired and synthesized previously. The proposed pilot case is Flight Dynamics and Sizing, which is responsible, in conjunction with pre-projects and industrialization, for sizing the aircraft according to loads, mass, aerodynamic forces, flight controls in particular. It is expected to continue on themes such as: * Automatic publication of ontology documentation * Managing the criticality of data in ontologies * Reasoning in the service of extending data sets and checking the consistency of information * Semantic search in data Searching for ontologies in catalogs (notably using dcat) *Requirements for this position* Applicants are required to have a PhD in Computer Science, a strong background in semantic web technologies, ontology engineering, linked data management and query, and if possible, in ontology alignment. Fluency in written / spoken English is required too. A good publication record and strong programing skills will be a plus. *Work environment* Localization : Institut de Recherche en Informatique de Toulouse (IRIT) – Universite Toulouse - Jean Jaures / Maison de la Recherche, 5, allees Antonio Machado 31058 Toulouse, and Airbus (St Martin du Touch). *Duration* : 9 months, starting ASAP - probability of renewal 9 to 12 months. Salary between 2 663 to 3953 (depending on experience). *How to apply* Applications will be accepted until the position is closed. Applicants should send a full Curriculum including a complete list of publications, a cover letter indicating their research interests, achievements to date and vision for the future, as well as either support letters or the name of 2 persons that have worked with them. Contact: Nathalie Hernandez <nathalie.hernandez(a)irit.fr> and Cassia Trojahn <cassia.trojahn(a)irit.fr> *Full description: https://bit.ly/2Ysp6zk*

2 years, 11 months

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Special Session on Formal concept analysis and uncertainty at IPMU 2022

by Domingo López Rodríguez

(with apologies for cross-postings) Please consider forwarding this information to anyone that can be interested. ------------------------------------------------------------------------------------ *Special Session on Formal concept analysis and uncertainty* ================================================= A special session at the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2022, that will be held in Milan (Italy) on July 11th – 15th. Conference website: https://ipmu2022.disco.unimib.it/ Objectives and topics ================= Over the last few years, research on extending FCA theory to deal with imprecise and incomplete information has advanced significantly: Fuzzy Formal Conceptual Analysis, FCA with granular computation, interval-valued, possibility theory, triadic FCA and others aim to deal with uncertainty and vagueness in data. This session aims to gather a number of researchers concerning FCA and imprecision in data management. The topics include but not are limited to: - Theoretical foundations in FCA - Logic and fuzzy logic in FCA - Attribute implications, association rules and data dependencies - Redundancy and dimensionality reduction - Knowledge discovery and data analysis - Conceptual Exploration - Ontologies - Algorithms and applications Publication ========= The conference proceedings will be published in Communications in Computer and Information Science (CCIS) with Springer. CCIS is abstracted/indexed in DBLP, Google Scholar, EI-Compendex, Mathematical Reviews, SCImago, Scopus. CCIS volumes will also be submitted for inclusion in ISI Proceedings (Web-of-Science). Submissions =========== The submission must be written in English using the LaTeX2e Springer class file (LNCS/CCIS one-column page format). The length of submission is at most 12 pages in this format and may be submitted in PDF via the EasyChair system at: https://easychair.org/conferences/directory?a=26272215 In the system, you can choose the "Formal concept analysis and uncertainty" topic. The submission rules are available in https://ipmu2022.disco.unimib.it/submission/ Important dates ============ Submission of full papers: 14 January 2022 Notification of acceptance: 1 March 2022 Camera-ready copies due: 15 April 2022 Conference: 11 - 15 July 2022 Organizers ========= Pablo Cordero, Universidad de Málaga, Spain. e-mail: pcordero(a)uma.es Domingo López-Rodríguez, Universidad de Málaga, Spain. e-mail: dominlopez(a)uma.es Ángel Mora, Universidad de Málaga, Spain. e-mail: amora(a)uma.es Kind regards, Domingo López-Rodríguez *Dept. of Applied Mathematics.Universidad de Málaga* *fcaR website*: https://malaga-fca-group.github.io/fcaR/ *fcaR download*: https://github.com/Malaga-FCA-group/fcaR

3 years

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IFCS 2022 - Call for Papers

by Maria Paula Brito

With a Thematic Track on FCA ! [cid:24b3aa42-3024-4865-bb55-da071ae9f45c] Sorry for multiple postings Call for Papers IFCS 2022 17th Conference of the International Federation of Classification Societies 19th-23rd July 2022 – Porto, Portugal Conference website: https://ifcs2022.fep.up.pt/ Write to us at: ifcs2022(a)fep.up.pt<mailto:ifcs2022@fep.up.pt> We are proud to announce the keynote speakers that have already confirmed their participation to the IFCS 2022 Conference: * Genevera Allen (USA) * Charles Bouveyron (FR) * Dianne Cook (AUS) * João Gama (PT) * * * Publications · Pre-conference Proceedings (6-8 page papers) in the Springer Series: “Studies in Classification, Data Analysis, and Knowledge Organization” · Post-conference Special Issues: * Advances in Data Analysis and Classification (ADAC) * Journal of Classification * Machine Learning * EURO Journal on Computational Optimization Conference topics Big Data • Biplots • Clustering, Classification and Discrimination • Compositional Data Analysis • Computer Graphics and Visualization • Data Science • Data Science Education • Data Streams • Databases and Data Management • Deep Learning • Dependence Modelling and Copulas • Dimension Reduction • Formal Concept Analysis • Functional Data Analysis • Generalized Linear Models • Image Analysis and Computer Vision • Information-theoretic Statistical Modelling and Model Selection • Knowledge Representation and Discovery • Machine Learning • Mathematical Foundations of Data Science • Matrix Factorization • Meta-learning • Missing Data Handling • Model-based Clustering • Modelling High-Dimensional and Complex Data • Natural Language Processing • Optimization in Classification and Clustering • Pattern Recognition • Robust Methods • Social Network Analysis • Spatial Data Analysis • Statistical and Econometric Methods • Statistical Learning and Data Mining • Symbolic Data Analysis • Text Mining • Time Series Analysis • Web Mining with Applications in Archaeology • Astronomy • Biology • Business and Management • Economics • Education • Engineering • Finance • Geosciences • Industry • Linguistics • Marketing • Medicine and Health Care • Musicology • Psychology • Risk Management • Social Sciences Important dates: January 15th, 2022 NEW DATE : January 25th, 2022 - Submission of full papers March 1st, 2022 - Notification to authors March 15th, 2022 - Submission of revised papers March 31st, 2022 - Deadline Submission of Single Abstracts April 14th, 2022 - Notification to Single Abstract Authors April 30th, 2022- Early registration deadline June 15th, 2022- Standard registration deadline after June 15th, 2022 - Late registration deadline We look forward to meeting you in Porto in July 2022 !

3 years, 1 month

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IFCS 2022 - 2nd Call for Papers - Deadline extension

by Maria Paula Brito

With a Thematic Track on FCA ! [cid:24b3aa42-3024-4865-bb55-da071ae9f45c] Sorry for multiple postings Call for Papers IFCS 2022 17th Conference of the International Federation of Classification Societies 19th-23rd July 2022 – Porto, Portugal Conference website: https://ifcs2022.fep.up.pt/ Write to us at: ifcs2022(a)fep.up.pt<mailto:ifcs2022@fep.up.pt> We are proud to announce the keynote speakers that have already confirmed their participation to the IFCS 2022 Conference: * Genevera Allen (USA) * Charles Bouveyron (FR) * Dianne Cook (AUS) * João Gama (PT) * * * Publications · Pre-conference Proceedings (6-8 page papers) in the Springer Series: “Studies in Classification, Data Analysis, and Knowledge Organization” · Post-conference Special Issues: * Advances in Data Analysis and Classification (ADAC) * Journal of Classification * Machine Learning * EURO Journal on Computational Optimization Conference topics Big Data • Biplots • Clustering, Classification and Discrimination • Compositional Data Analysis • Computer Graphics and Visualization • Data Science • Data Science Education • Data Streams • Databases and Data Management • Deep Learning • Dependence Modelling and Copulas • Dimension Reduction • Formal Concept Analysis • Functional Data Analysis • Generalized Linear Models • Image Analysis and Computer Vision • Information-theoretic Statistical Modelling and Model Selection • Knowledge Representation and Discovery • Machine Learning • Mathematical Foundations of Data Science • Matrix Factorization • Meta-learning • Missing Data Handling • Model-based Clustering • Modelling High-Dimensional and Complex Data • Natural Language Processing • Optimization in Classification and Clustering • Pattern Recognition • Robust Methods • Social Network Analysis • Spatial Data Analysis • Statistical and Econometric Methods • Statistical Learning and Data Mining • Symbolic Data Analysis • Text Mining • Time Series Analysis • Web Mining with Applications in Archaeology • Astronomy • Biology • Business and Management • Economics • Education • Engineering • Finance • Geosciences • Industry • Linguistics • Marketing • Medicine and Health Care • Musicology • Psychology • Risk Management • Social Sciences Important dates: January 15th, 2022 NEW DATE : January 25th, 2022 - Submission of full papers March 1st, 2022 - Notification to authors March 15th, 2022 - Submission of revised papers March 31st, 2022 - Deadline Submission of Single Abstracts April 14th, 2022 - Notification to Single Abstract Authors April 30th, 2022- Early registration deadline June 15th, 2022- Standard registration deadline after June 15th, 2022 - Late registration deadline We look forward to meeting you in Porto in July 2022 !

3 years, 1 month

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PhD Position in High-Dimensional Machine Learning -- LOEWE-Project "Dimension Curse Detector"

by Tom Hanika

The research group Knowledge & Data Engineering at the University of Kassel announces a *PhD position (salary scale TV-H E13, 100%)* in the context of the LOEWE-Project "Dimension Curse Detector" [1]. The position [2] is supervised by PI Dr. Tom Hanika [3] in cooperation with Prof. Dr. Gerd Stumme and Prof. Dr. Martin Schneider (TU Freiberg). The group's emphasis is on researching and developing methods and algorithms at the confluence of Knowledge Discovery, Artificial Intelligence and Mathematics. The research project aims at exhibiting concentration phenomena in the realm of high-dimensional machine learning and data science applications. We welcome talented and highly motivated candidates with knowledge in discrete structures or mathematical foundations of machine learning, as well as good programming skills in Python, GNU R, Fortran, or Java. Furthermore, a high social competency and a very good command of the English language are expected. Applicants to the PhD position must have a relevant *Master's degree* (or equivalent) in Computer Science, Mathematics, Physics or a related field. The position is (at first) limited to *2 years* (cf. Qualifikationsstelle gem. § 65 HHG i. V. m. § 2 Abs. 1 Satz 1 WissZeitVG; Promotionsmöglichkeit). Please submit your complete application (including all necessary documents and a letter of intent) via the application portal [4]. Applications are accepted as of now until *2022-02-15*. [1] https://wissenschaft.hessen.de/Presse/Vom-Fluch-der-Dimension-Tigermuecken-… [2] http://www.uni-kassel.de/go/dcdposition/ [3] https://www.kde.cs.uni-kassel.de/hanika [4] https://stellen.uni-kassel.de/en/jobposting/064cea431f7a4a00172788d51a6b0b9… -- Dr. Tom Hanika Universität Kassel Tel.: +49 (0) 561 804 6350 https://www.kde.cs.uni-kassel.de/hanika ---------------------------------------------------------------------

3 years, 2 months

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JOWO 2022: 2nd Call for Workshop and Tutorials, Jönköping, Sweden, Aug 15-19, 2022

by Maria Hedblom

(Apologies for potential cross-posting) The Joint Ontology Workshops - JOWO 2022 Episode 8: The Svear Sommar of Ontology August 15-19, 2022, Jönköping, Sweden (On-site) https://www.iaoa.org/jowo/2022 <https://www.iaoa.org/jowo/2020/index.html> *-- 2nd Call for Workshop and Tutorial Proposals --* * Submission is open until: February 15, 2022 * Notification: March 1, 2022 The organisation team invites proposals for workshops and tutorials to be submitted to the eighth edition of the Joint Ontology Workshop (JOWO 2022). The event will take place at Jönköping University in Sweden on August 15-19, 2022. Workshops and tutorials at JOWO 2022 are events whose scientific program is independently established by the workshop organisers, but whose venue matters are managed by the organisation of the umbrella event. Organisers for each workshop are responsible to advertise the workshop, finding a program committee, and reviewing and selecting the contributions. Each workshop will be treated as an independent track at JOWO and will be provided with a submission track on JOWO's Easychair, a room at a shared venue with joint breaks, shared keynote speakers, and social programs. Attendees are free to partake in all workshops at JOWO and all accepted papers are to be published in the joint proceedings (open access CEUR proceedings in the IAOA series: http://ceur-ws.org/iaoa.html). Proposals for workshops of interest are those that provide a forum for the discussion of theory, practice, development and/or application of topics broadly related to ontologies, formal ontology, and knowledge management and their application in information science or closely related areas. The strength of JOWO is the variety of different topics within the same domain. Therefore, JOWO workshops typically address a wide spectrum of topics related to ontology research and information science: ranging from Philosophy and Cognitive Science. Knowledge Representation and Logic, Linguistics and Natural Language Processing, Artificial Intelligence and Hybrid AI, Conceptual Modelling and Semantic Web. In general, any particular domain in which ontologies may be put to use is welcome. As a workshop collective, JOWO is especially suitable for interdisciplinary and innovative formats. Previous JOWO editions were held as independent events in 2019 in Graz (Austria), in 2017 in Bolzano (Italy), and in conjunction with FOIS 2018 in Cape Town (South Africa), with FOIS 2016 in Annecy (France), and at IJCAI 2015 in Buenos Aires (Argentina). During the pandemic times 2022-21, JOWO were held as components in BOSK 2021 and 2022 in Bolzano (Italy). This year's venue is Jönköping University. The university offers modern facilities in a mid-sized town in the south of Sweden. Beautifully located between shimmering lakes and lush forests, Jönköping is a popular tourist destination for nature lovers, sports enthusiasts and those interested in nordic culture. JOWO will be organised as an on-site event, but individual workshops may choose to invite part of their workshop presenters in an online form, given that they manage the complexities of the hybrid format independently from the JOWO organisation. *-- SUBMISSION INSTRUCTIONS --* *Workshop proposals should be sent to:steering.JOWO2022@gmail.com as soon as possible and no later than February 15, 2022. * We encourage several forms and lengths of workshops (the list is non-exhaustive): - workshops that focus on an established research area, including continuations of workshops that were held in the past; - workshops that focus on emerging topics and applications, or on open research questions and challenges; - workshops that aim to create cross-disciplinary research fostering the exchange of ideas between groups otherwise mostly disconnected. Proposals for workshops and tutorials should be* no more than 2 pages* in length, and must contain the following information: - title of the workshop/tutorial; - names of the workshop/tutorial organisers; - brief description of experience in workshop/tutorial organisation; - description of the workshop/tutorial topic; - brief description of the expected audience (please give an estimate of the expected number of participants and their background and interests); - intended duration of the workshop (between half a day and a full day); - timeline for the workshop (submission dates, notification dates). We recommend taking the proposed "important dates" below into account. *-- EVALUATION --* Submissions of workshop proposals will be evaluated by the workshop chairs of JOWO 2022 using the following criteria: - Scientific relevance and utility to attendees; - Quality of the proposal; - Likelihood of success of the workshop; - Overlap and complementarity with other workshops. *-- IMPORTANT DATES --* - February 15, 2022 – Workshop proposal submission deadline - March 1, 2022 – Latest date for notification of workshop acceptance - March 16, 2022 – 1st call for papers to be distributed by individual workshop organisers - August 15-19, 2022 – JOWO conference dates *-- FURTHER INQUIRIES --* In case of further questions please contact: steering.JOWO2022(a)gmail.com *-- ORGANISATION --* *Chairs and local organisation:*Maria M. Hedblom, Jönköping University, Sweden Karl Hammar, Jönköping University, Sweden Tan He, Jönköping University, Sweden *Proceedings chair:* Tiago Sales Prince, Free University of Bozen-Bolzano, Italy *Web chair:* Selja Seppälä, University College Cork (UCC), Ireland

3 years, 2 months

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CDUD 2022 deadline EXTENDED

by jbaixer

(with apologies for cross postings) Please consider to contribute to and/or forward to the appropriate groups. ======== REMINDER ======== The deadline for paper submissions is => 15 January 2022 <= (Hard Deadline). ======================================================= CDUD 2022 Special Session on Concept Discovery in Unstructured Data at the 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2022) Almaty, Kazakhstan, June 6-9, 2022 Conference website: http://www.aciids.pwr.edu.pl/ ======================================================= Objectives and topics Concept discovery is a subdomain of Knowledge Discovery (KDD) and AI that uses human-centered techniques such as Formal Concept Analysis (FCA), Topic Modeling, Visual Text Representations, Conceptual Graphs etc. for gaining insight into the underlying conceptual structure of the data. Traditional machine learning techniques are mainly focusing on structured data whereas most data available resides in unstructured, often textual, form. Compared to traditional data mining techniques, human-centered instruments actively engage the domain expert in the discovery process. This special session welcomes papers describing innovative research on data discovery techniques. Moreover, this workshop intends to provide a forum for researchers and developers of data mining instruments, working on issues associated with analyzing unstructured data. First, we are interested in methods for transforming unstructured into semi-structured information. Unstructured information such as texts or images can be tagged, keywords can be extracted from texts by means of Natural Language Processing methods, etc. For example, recently so-called Learning Representations such as Text Vectors or Visual Words have gained much attention in the domain of unstructured data. Second, in this workshop we also particularly welcome research on using human-centered instruments such as FCA to analyze unstructured and semi-structured data. Applications in which we are interested include but are not limited to Text Mining and Web Mining including forums, blogs, social sharing systems like Twitter and Facebook, mining sociological interviews, etc. We are also interested in innovative instruments for dealing with interpretability, fairness, transparency, knowledge incompleteness and asymmetry. CDUD 2022 is the fourth edition of the three preceding workshops: CDUD 2016 (Moscow, Russia, 2016; website: https://cla2016.hse.ru/cdud; Proceedings: http://ceur-ws.org/Vol-1625/), CDUD 2012 (Leuven, Belgium, 2012; Proceedings: http://ceur-ws.org/Vol-871/), and CDUD 2011 (Moscow, Russia, 2011; Proceedings: http://ceur-ws.org/Vol-757/). The scope of the CDUD 2022 includes (but not limited) the following topics: - Applications of FCA for discovery purposes - Association Rules and Frequent Closed Itemsets - Biclustering and Multimodal clustering - Conceptual Clustering - Dealing with knowledge incompleteness and asymmetry - Deep Learning for Text Representations - Discovery techniques for conceptual models - Explainable, fair and transparent AI - Efficient indexing and structuring algorithms - Formal Concept Analysis and Rough Sets - Graph Mining and Learning - Pattern Mining for Intelligent Transport - Knowledge discovery and representation - Natural Language Processing - Ontology Learning from text - Probabilistic concept discovery - Patterns in Big Data and No-SQL databases - Recommender Systems - Text Mining and Text Kernels - Topic Modeling - Visual Analytics Submission Details All contributions should be original and not published elsewhere or intended to be published during the review period. Authors are invited to submit their papers electronically in pdf format, through EasyChair. All the special sessions are centralized as tracks in the same conference management system as the regular papers. Therefore, to submit a paper please activate the following link and select the track: CDUD 2022: Special Session on Concept Discovery in Unstructured Data. https://easychair.org/conferences/?conf=aciids2022 Authors are invited to submit original previously unpublished research papers written in English, of up to 13 pages, strictly following the LNCS/LNAI format guidelines. Authors can download the Latex (recommended) or Word templates available at Springer's web site. Submissions not following the format guidelines will be rejected without review. To ensure high quality, all papers will be thoroughly reviewed by the CDUD 2022 Program Committee. All accepted papers must be presented by one of the authors who must register for the conference and pay the fee. The conference proceedings will be published by Springer in the prestigious series LNCS/LNAI (indexed by ISI CPCI-S, included in ISI Web of Science, EI, ACM Digital Library, dblp, Google Scholar, Scopus, etc.). Important Dates Submission of papers: 31 December 2021 Notification of acceptance: 1 February 2022 Camera-ready papers: 15 February 2022 Registration & payment: 15 February 2022 Conference date: 6-9 June 2022 Organization Assoc. Prof. Dr. Jaume Baixeries Department of Computer Science Universitat Politècnica de Catalunya, Barcelona, Catalonia, Spain E-mail: jbaixer(a)cs.upc.edu Prof. Dr. Leonard Kwuida Business School, Institute for Applied Data Science and Finance Bern University of Applied Sciences, Bern, Switzerland E-mail: leonard.kwuida(a)bfh.ch Prof. Dr. Radhakrishnan Delhibabu School of Computer Science and Engineering VIT University, Tamilnadu, India E-mail: rdelhibabu(a)gmail.com Ass. Prof. Dr. Dmitry I. Ignatov School of Data Analysis and Artificial intelligence and Laboratory for Models and Methods of Computational Pragmatics (Head) National Research University Higher School of Economics, Moscow, Russia E-mail: dignatov(a)hse.ru Program Committee (to be invited) Secretary: Aliya Nugumanova, S. Amanzholov East Kazakhstan State University, Kazakhstan Kuanysh Abeshev, Almaty Management University (AlmaU), Kazakhstan Simon Andrews, Sheffield Hallam University, United Kingdom Vladimir Barakhnin, Novosibirsk State University, Russia Alexei Buzmakov, National Research University Higher School of Economics, Russia Inma P. Cabrera, Universidad de Málaga, Spain Víctor Codocedo, LORIA, Nancy Pablo Cordera, Universidad de Málaga, Spain Florent Domenach, Akita International university Bernd Fischer, Stellenbosh University, South Africa Gillian Greene, Stellenbosh University, South Africa Dmitry Ilvovsky, National Research University Higher School of Economics, Russia Martin Trnecka, UPOL, Czech Republic Sergey Zykov, National Research University Higher School of Economics, Russia Mehdi Kaytoue, LORIA, Lyon, France Francesco Kriegel, TU Drezden, Germany Sergei O. Kuznetsov, National Research University Higher School of Economics Jan Konecny, Dept. Computer Science, Palacky University, Olomouc Natalia Loukachevitch, Lomonosov Moscow State University, Russia Madina Mansurova, Al-Farabi Kazakh National University, Kazakhstan Dmitry Mouromtsev, National Research University of Information Technologies, Mechanics and Optics, Russia Xenia Naidenova, Military Medical Academy, Russia Amedeo Napoli, LORIA, Nancy, France Alexey Neznanov, National Research University Higher School of Economics, Russia Artem Revenko, Semantic Web Company, Vienna, Austria Alexander Panchenko, Skolkovo University of Technology, Russia and Tehcnische Universitat Darmstadt, Germany Uta Priss, Edinburgh Napier University, United Kingdom Jan Outrata, Dept. Computer Science, Palacky University, Czech Republic Dmitry Ustalov, Ural Federal University, Russia Baris Sertkaya, Frankfurt University of Applied Sciences, Germany Dominik Slezak, University of Warsaw, Poland Rustam Tagiew, German Center for Railway Traffic Research, Dresden, Germany Jesus Medina Moreno, University of Cádiz, Spain Rinat Zhukenov, National Information Technologies JSC, Nur-Sultan, Kazakhstan

3 years, 2 months

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2025

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2021

fca-list January 2022