It is therefore desirable to come up with explainable AI. In this paper, we argue that fuzzy techniques are a proper way to this explainability, and we also analyze which fuzzy techniques are most appropriate for this purpose. Interestingly, it turns out that the answer depends on what ...
Defuzzification transforms the fuzzy output generated by the inference engine into a crisp value. This step translates the fuzzy control actions into precise, actionable outputs suitable for real-world applications. Several defuzzification techniques exist, and the choice of method depends on the specific...
Fuzzy logic Systems can take imprecise, distorted, noisy input information. FLSs are easy to construct and understand. Fuzzy logic is a solution to complex problems in all fields of life, including medicine, as it resembles human reasoning and decision making. ...
Kosba, E., Dimitrova, V., Boyle, R.: Using fuzzy techniques to model students in web-based learning environments. In: Knowledge-Based Intelligent Information and Engineering Systems, pp. 222–229. Springer, Heidelberg (2003)Kosba, E.; Dimitrova, V. & Boyle, R., (2003) Using fuzzy ...
explaining how these techniques have a role to play in the quest for AI systems which can be understood by humans - namely Explainable AI. I will present some current research into using advanced fuzzy techniques for modelling more complex...
These innovations collectively advance the current methodologies by integrating bipolar fuzzy logic with advanced modeling, graphical, and statistical techniques, offering a robust framework for analyzing and identifying ChatGPT-generated contents. Here, an AI bipolar generalized fuzzy hypergraph (BGFH) frame...
In the past, computers have relied on their users to tell them exactly what information to store. But with the rise of artificial intelligence (AI) techniques such asdeep learningand neural nets, there has been a move toward "fuzzier" approaches. ...
In conclusion, assessment models based on fuzzy logic and AI have demonstrated favorable outcomes in assessing the effectiveness of PET techniques. The suggested algorithmic approaches offer a more thorough and precise assessment of instruction quality, which can help increase the efficiency of PETCU. Ad...
Aachen, Germany, Proceedings of the European Congress on Intelligent Techniques and Soft Comput. (EUFIT), pages 1602–1606 Lin MW, Wei JH, Xu ZS, Chen RQ (2018) Multiattribute group decision-making based on linguistic Pythagorean fuzzy interaction partitioned Bonferroni mean aggregation operators....
The two selected patents were found using Espacenet. For the first patent, the selected search criteria are the presence of AI-related keywords and keywords related to machines or home appliances. This enables finding patents that consist of applications of AI techniques. For the second patent, th...