基本信息
浏览量:375
职业迁徙
个人简介
Dr. Kreinovich's main area of expertise is dealing with uncertainty and imprecision. There are two main aspects to uncertainty and imprecision. The first aspect is that data comes from measurements, and measurements are never absolutely accurate. It is important to analyze how this uncertainty affects our predictions, and how to make decisions under such uncertainty. Traditional statistical techniques assume that we know the probabilities of different measurement inaccuracies, but in many cases, we only know the upper bound on the measurement error. For example, if the measured value is 1 V and we know that the measurement error does not exceed 0.1 V, then the only information that we have about the actual voltage is that it is somewhere in the interval [0.1, 1.1]. Different values from these intervals may lead to different results of data processing. It is desirable to find the range of possible values. Interval computations also help when we know bounds on probabilities. The second aspect is that experts often describe their knowledge not in terms of precise rules, but by using imprecise words from natural language. It is then necessary to describe this knowledge in precise computer-understandable terms in order to process this knowledge. This area of research is extremely important to interdisciplinary research, where we need to combine different research areas with different levels of rigor. The main goal of all our algorithms is to process data, and the objectives are set up by the corresponding specialists. In processing such data, Dr. Kreinovich has collaborated with specialists in radio astronomy, geoscience, environmental science, and other areas of biology.
研究兴趣
论文共 2259 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
NAFIPSpp.338-343, (2023)
引用0浏览0EI引用
0
0
Transactions on Fuzzy Sets and Systemsno. 1 (2023): 147-157
引用0浏览0引用
0
0
Studies in systems, decision and controlpp.323-327, (2023)
引用0浏览0引用
0
0
Studies in systems, decision and controlpp.186-192, (2023)
Uncertainty, Constraints, and Decision Making Studies in Systems, Decision and Controlpp.301-304, (2023)
引用0浏览0引用
0
0
Studies in systems, decision and controlpp.121-124, (2023)
引用0浏览0引用
0
0
Uncertainty, Constraints, and Decision Making Studies in Systems, Decision and Controlpp.183-187, (2023)
引用0浏览0引用
0
0
Studies in fuzziness and soft computingpp.49-58, (2023)
引用0浏览0引用
0
0
Springer eBookspp.33-49, (2023)
引用0浏览0引用
0
0
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn