CFP: Workshop on Computational Intelligence

[Fähndrich]

CFP: Workshop on Computational Intelligence 

Aims and Scope 
We apply Artificial Intelligence in ever more application domains but AI still lacks the adaptability and resilience of most biological systems. One of those gaps is probabilistic reasoning and decision making. Nature as a paragon brings fuzzy reasoning, neuronal networks, and learning together, e.g., to decide on a fight-or-flight response. The inspiration of Computational Intelligence originating from natural systems, therefore, aims at closing this gap with theoretical results as well as applying them in real-world applications. 

Call for Papers 
Like the IEEE Computational Intelligence Society which describes its focus as "the theory, design, application, and development of biologically and linguistically motivated computational paradigms emphasizing neural networks, connectionist systems, genetic algorithms, evolutionary programming, fuzzy systems, and hybrid intelligent systems in which these paradigms are contained" the Workshop on Computational Intelligence aims to bring together scientists and specialist form industry to tackle some of the challenges of AI and their application. Thus, we invite you to submit original research and application papers including but not limited to the following topics: 

Fuzzy logic: 
Probabilistic models of meaning Probabilistic reasoning Fuzzy inference Decision making in uncertainty Evaluation of Probabilistic Models 

Neuronal Networks: 
Generalizations of neuronal networks Explainable ANN Spreading Activation Neuroevolution 

Evolutionary computations: 
Online Genetic Algorithms ANN and generational learning Biased Genetic Algorithms Transfer learning with GA 

Learning theory: 
Adversarial Learning Reinforcement Learning Abductive Deductive Reasoning 

PC: 

Prof. Dr. Johannes Fähndrich (Hochschule für Polizei BW) 
Dr. Sebastian Ahrndt (Curamatik UG) 
Prof. Dr. Engelbrecht (Stellenbosch University) 
Prof. Dr. rer. nat. Frank Hoffmann (TU Dortmund) 
Prof. Dr. Frank Klawonn (Ostfalia Hochschule für angewandte Wissenschaften) 
Prof. Dr. rer. nat. habil. Rudolf Kruse (Universität Magdeburg) 

Workshop website: https://dainas.dai-labor.de/~faehndrich@dai/CI2019/ 
The workshop is part of the KI 2019 conference. The KI 2019 conference takes place in Kassel, Germany, September 23th-26th 2018, and will be held in conjunction with the 49th Annual Conference of the German Computer Science Association: INFORMATIK 2019 (http://informatik2019.de). 

Submission Guidelines 
We invite papers, which have to be in English and formatted according to the Springer LNCS style, in the following category: 
Full technical papers (12 pages max., excluding references) are expected to report on new research that makes a substantial technical contribution to the field. Additional details may be included in an appendix, which, however, will be read at the discretion of the PC. 

Important Dates 
July 14: Abstract submission 
July 21: Paper submission 
August 15: Notifications 
August 21: Final versions 

Submission will be through the EasyChair conference management system. The submission link is: https://easychair.org/conferences/?conf=ci20190. 
Full papers and technical communications will be subject to blind peer review based on the standard criteria of relevance, the significance of results, originality of ideas, soundness, and quality of the presentation. Papers accepted in this process will be published in the main conference proceedings, published by Springer in the LNAI Lecture Notes of Artificial Intelligence series will be presented at the conference. At least one author of each accepted paper must register for the conference and present the contribution.
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