March 2023 - Kdml - lists.cs.uni-kassel.de

Call for papers: Artificial Intelligence, Causality and Personalized Medicine (AICPM 2023)

by sandipan.sikdar＠l3s.de

Artificial Intelligence, Causality and Personalized Medicine (AICPM 2023) https://aicpm2023.de/ Call for abstract submission Benefiting from a huge amount of data with multiple modalities in the big data era, the rapid evolution of artificial intelligence (AI) is contributing to advances in medical applications. Such applications include genetic data are analysed for predicting risks of cancer or treatment outcome in oncology; clinical data from electronic health records are useful for predicting specific diseases, such as sepsis in intensive care units; and bio-signals can be processed by AI for many applications, such as electrocardiography. In particular, personalised medicine will benefit from intelligent, reliable, and responsible AI systems, therefore improving care and the quality of life. Current machine learning systems often lack understanding of the relationship between causes and effects in their domain. Causal reasoning is, therefore, being recognized as a missing piece in AI methods. Integrating causality into machine learning methods will be integral for designing next generation intelligent systems. The causality framework allows researchers to represent medical background knowledge in an explainable manner. Thus, causal AI promises to improve further personalised medical applications with trustworthy and fair decision-making. In this context, the AICPM Symposium is calling for high-quality abstract submissions in the research field of AI and medicine, with the goal of promoting research development and agenda setting in this interdisciplinary domain. We invite discussions at the intersection of AI and outlined topics in medicine. The research topics include, but are not limited to: * Specific uses and use cases of AI and ML in medical contexts, lessons learned and best practices * Reporting of specific data-intensive medical experiments * Prototypes of AI systems in medical applications, decision support systems * Machine learning approaches in medical applications * Causality of AI in personalised medicine * Trustworthy AI in personalised medicine * Ethical and fair AI in personalised medicine The selected abstracts will be invited to be presented either in poster or oral format. There will also be an opportunity to submit full papers for publication in the Proceedings of the symposium. For submission we will follow the LNCS format. The overleaf link can be found <https://www.overleaf.com/latex/templates/springer-lecture-notes-in-computer -science/kzwwpvhwnvfj#.WuA4JS5uZpi> here. The latex and word templates can be downloaded <https://www.springer.com/gp/computer-science/lncs/conference-proceedings-gu idelines> here. Each submission is limited to a maximum of two pages. The abstracts can be submitted through EasyChair <https://easychair.org/conferences/?conf=aicpm2023> here. Important dates: Abstract submission: 15 May 2023 Outcome notification: 15 June 2023 With Best Regards, Michael Marschollek, Hannover Medical School, Germany Niloy Ganguly, IIT Kharagpur, India

1 year, 9 months

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[CFP] 28th International Conference on Conceptual Structures (ICCS 2023) at the HU Berlin, Final Call (Deadline Extended)

by Kai Sauerwald

[Apologies for multiple postings.] ****************************************************************** Final Call for Papers: 28th International Conference on Conceptual Structures (ICCS 2023) September 11th-13rd, 2023, Berlin, Germany Website: https://iccs-conference.org/ Twitter: @iccs_confs Contact us: contact(a)iccs-conference.org ****************************************************************** ********** About ICCS ********** The International Conferences on Conceptual Structures (ICCS) focus on the formal analysis and representation of conceptual knowledge at the crossroads of artificial intelligence, human cognition, computational linguistics, and related areas of computer science and cognitive science. The ICCS conferences evolved from seven annual workshops on conceptual graphs, starting with an informal gathering hosted by John F. Sowa in 1986. Recently, graph-based knowledge representation and reasoning (KRR) paradigms have been getting more and more attention. With the rise of quasi-autonomous AI, graph-based representations provide a vehicle for making machine cognition explicit to human users. ICCS 2023 will take place in Berlin, Germany, in September 2023. Scholars, students and industry participants from different disciplines will meet for several weeks of conferences, workshops, summer schools, and public events to engage with the broad topics, issues and challenges related to knowledge in the 21st century. Submissions are invited on significant, original, and previously unpublished research on the formal analysis and representation of conceptual knowledge in artificial intelligence (AI). All papers will receive mindful and rigorous reviews that will provide authors with useful critical feedback. The aim of the ICCS 2023 conference is to build upon its long-standing expertise in graph-based KRR and focus on providing modelling, formal and application results of graph-based systems. In particular, the conference welcomes contributions that address graph-based representation and reasoning paradigms (e.g. Bayesian Networks (BNs), Semantic Networks (SNs), RDF(S), Conceptual Graphs (CGs), Formal Concept Analysis (FCA), CP-Nets, GAI-Nets, Graph Databases, Diagrams, Knowledge Graphs, Semantic Web, etc.) from a modelling, theoretical and application viewpoint. **************** Invited Speakers **************** The following speaker will give keynote talks in addition to the technical programme: - Camille Roth (French National Centre for Scientific Research, Centre Marc Bloch) - Henrik Müller (TU Dortmund University) - Nina Gierasimczuk (Technical University of Denmark) ****** Topics ****** - Topics include but are not limited to: - Existential and Conceptual Graphs - Graph-based models for human reasoning - Social network analysis - Formal Concept Analysis - Conceptual knowledge acquisition - Data and Text mining - Human and machine reasoning under inconsistency - Human and machine knowledge representation and uncertainty - Automated decision-making - Argumentation - Constraint satisfaction - Preferences - Contextual logic - Ontologies - Knowledge architecture and management - Semantic Web, Web of Data, Web 2.0, Linked (Open) Data - Conceptual structures in natural language processing and linguistics - Metaphoric, cultural or semiotic considerations - Resource allocation and agreement technologies - Philosophical, neural, and didactic investigations of conceptual, graphical representations ************************** Important Dates (Extended) ************************** - Abstract registration deadline: April 3, 2023 (AoE) - Submission deadline: April 10, 2023 (AoE) - Paper Reviews Sent to Authors: May 21, 2023 (AoE) - Rebuttals Due: May 28, 2023 (AoE) - Notification to authors: June 7, 2023 (AoE) - Camera-ready papers due: June 21, 2023 (AoE) ****************** Submission Details ****************** We invite scientific papers of up to fourteen pages, short contributions of up to eight pages, and extended poster abstracts of up to three pages. Papers and poster abstracts must be formatted according to Springer’s LNCS style guidelines and not exceed the page limit. Papers will be subject to double-blind peer review, in which the reviewers do not know the author's identity. We recommend using services like https://anonymous.4open.science/ to anonymously share code or data. Anonymized works that are available as preprints (e.g., on arXiv or SSRN) may be submitted without citing them. Submission should be made via EasyChair: https://easychair.org/conferences/?conf=iccs2023. All paper submissions will be refereed, and authors will have the opportunity to respond to reviewers’ comments during the rebuttal phase. Accepted papers will be included in the conference proceedings, published by Springer in the LNCS/LNAI series. Poster submissions will also be refereed, and selected poster abstracts might be included in the conference proceedings. At least one author of each accepted paper or poster must register for the conference and present the paper or poster there. Proceedings will be indexed by DBLP. ********** Organizers ********** General Chair: Robert Jäschke, Information Processing and Analytics, Humboldt University of Berlin, Germany Program Chairs: Manuel Ojeda Aciego, Dept. Applied Mathematics, University of Málaga, Spain Kai Sauerwald, Artificial Intelligence Group, FernUniversität in Hagen, Germany ***************** Program committee ***************** - Bernd Amann – Sorbonne Université – LIP6, France - Simon Andrews – Sheffield Hallam University, UK - L’ubomír Antoni – Univ. P.J. Safárik, Slovakia - Pierre Bisquert – INRAE, France - Tanya Braun – Univ. of Münster, Germany - Peggy Cellier – IRISA/INSA Rennes, France - Pablo Cordero — Univ. de Málaga, Spain - M.Eugenia Cornejo — Univ. de Cádiz, Spain - Diana Cristea – Babes-Bolyai Univ. Cluj-Napoca, Romania - Licong Cui – The Univ. of Texas Health Science Center at Houston, USA - Harry Delugach – Univ. of Alabama in Huntsville, USA - Dominik Endres – Univ. of Marburg, Germany - Jérôme Euzenat – INRIA, France - Marcel Gehrke – Univ. of Lübeck, Germany - Raji Ghawi – Technical Univ. of Munich, Germany - Ollivier Haemmerlé – IRIT, Univ. Toulouse le Mirail, France - Tom Hanika – Univ. of Kassel, Germany - Dmitry Ignatov – National Research Univ., Higher School of Economics, Russia - Hamamache Kheddouci – Univ. Claude Bernard, France - Petr Krajca – Univ. Palacky Olomouc, Czech Republic - Ondrej Krídlo — Univ. P.J. Safárik, Slovakia - Leonard Kwuida – Bern Univ. of Applied Sciences, Switzerland - Domingo López-Rodríguez — Univ. de Málaga, Spain - Philippe Martin – UEA2525 LIM, Univ. of La Réunion, France - Jesús Medina — Univ. de Cádiz, Spain - Amedeo Napoli – LORIA Nancy (CNRS – Inria – Univ. de Lorraine), France - Sergei Obiedkov – National Research Univ., Higher School of Economics, Russia - Carmen Peláez-Moreno – Univ. Carlos III Madrid, Spain - Heather D. Pfeiffer – Akamai Physics, Inc., USA - Uta Priss – Ostfalia University, Germany - Christian Sacarea – Babes-Bolyai Univ. Cluj-Napoca, Romania - Diana Sotropa – Babes-Bolyai Univ. Cluj-Napoca, Romania - Francisco Valverde-Albacete — Univ Rey Juan Carlos, Madrid, Spain *****************************************

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Symposium on Intelligent Data Analysis (IDA 2023) in Louvain-la-Neuve, Belgium, Deadline Extension

by Frank Höppner

The 21st International Symposium on Intelligent Data Analysis will take place April 12-14, 2023 in Louvain-la-Neuve, Belgium. https://ida2023.org/ * Deadline extended to 18/11/2022 * Authors are invited to submit original contributions on the topic of intelligent data analysis. IDA’s mission is to promote ideas over performance. Thus, while each contribution should contain some theoretical or empirical evaluation, exhaustive evaluation is not required as long as a convincing and solid motivation is given. Submissions will undergo a single-blind review process (author identities are known to reviewers). The conventional reviewing process, which favors incremental advances on established work, can discourage the kinds of papers that IDA 2023 aims to publish. The reviewing process will address this issue explicitly: referees will evaluate papers on the basis of novelty, technical quality, potential impact, and clarity. Furthermore, each submission will be reviewed by one of the senior program committee members. Any paper for which an SPC makes a convincing argument about how it addresses the symposium’s goals will be accepted independent of the overall review score. All accepted paper contributions will be published in the Lecture Notes in Computer Science series by Springer-Verlag. Proceedings from previous IDA symposia have appeared in the same series over the last two decades. It is required that at least one author of each accepted paper registers for the conference and presents and discusses the contribution at the conference. *Formatting instructions* Contributions, written in English, must be formatted according to the guidelines of the Lecture Notes of Computer Science (LNCS) series by Springer-Verlag, which are available together with templates here: https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.sprin…p;reserved=0. We strongly recommend using the LNCS template for LaTeX. The page limit for any contribution, including figures, title pages, references, and appendices, is 10-12 pages in LNCS format. Submission of the camera-ready version of the paper has to include the authors’ consent to publish on the above Springer LNCS website. Authors may not submit any paper which is under review elsewhere or which has been accepted for publication in a journal or another conference; neither will they submit their papers elsewhere during the review period of IDA 2023. *Submission* Papers must be submitted electronically, in PDF format, via the IDA 2023 EasyChair submission website (https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Feasychair…);reserved=0). *Important dates* Paper submission deadline: November 18, 2022 Notification of acceptance: January 23, 2023 All dates are specified as 23:59:59 SST (Standard Samoa Time / Anywhere on Earth) *Additional information* This call for papers and all additional information can be found on https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fida2023.o…

1 year, 9 months

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Professorship at Darmstadt

by Grieser, Gunter, Prof. Dr.

Dear Collegues, the Hessian Centre for Artificial Intelligence (hessian.AI), which is supported by 13 Hessian universities of different types, combines the existing strengths in Hessian AI research. In this context we offer a position as full professor for Artificial Intelligence at Darmstadt University of Applied Sciences. Details see: in german: https://h-da.de/hochschule/arbeiten-an-der-hochschule/detailansicht/i-05-23- p-professur-im-fachgebiet-kuenstliche-intelligenz-fuer-smart-cities-und-grun dlagen-der-informatik in english: https://h-da.de/fileadmin/h_da/Hochschule/Stellenangebote/I_05-23-P_englisch .pdf Regards, Gunter Grieser

1 year, 9 months

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9 PhD positions + 1 Young Investigator Group Leader in Dortmund

by Michel Lang

Dear colleagues, I'd like to draw your attention to our vacancies at the Research Center Trustworthy Data Science and Security (https://rc-trust.ai <https://rc-trust.ai/>), a new collaborative center between the Ruhr University Bochum, TU Dortmund University, and the University of Duisburg-Essen: * 9 PhD positions (100%, E 13 TV-L): https://rc-trust.ai/Open-PhD-Positions-RC-Trust.pdf * 1 Young Investigator Group (100%, E 14 TV-L): https://rc-trust.ai/postdocs_and_young-investigator-groups-RC-Trust.pdf Deadline for applications is April 15. Best Michel Lang

1 year, 9 months

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2024

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2021

Kdml March 2023