ANALYSIS OF PLANT-WIDE DISTURBANCES THROUGH DATA-DRIVEN TECHNIQUES AND PROCESS UNDERSTANDING

Root cause analysis of plant-wide disturbances

the clustering and classification data mining techniques in insurance fraud detection:the case of iranian car insurance

با توجه به گسترش روز افزون تقلب در حوزه بیمه به خصوص در بخش بیمه اتومبیل و تبعات منفی آن برای شرکت های بیمه، به کارگیری روش های مناسب و کارآمد به منظور شناسایی و کشف تقلب در این حوزه امری ضروری است. درک الگوی موجود در داده های مربوط به مطالبات گزارش شده گذشته می تواند در کشف واقعی یا غیرواقعی بودن ادعای خسارت، مفید باشد. یکی از متداول ترین و پرکاربردترین راه های کشف الگوی داده ها استفاده از ر...

Nonlinear data driven techniques for process monitoring

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Understanding Data-Driven Visual Encodings through Deconstruction

Our ongoing work aims to better understand the relationship between visual marks and data encodings that comprise innovative data visualizations. By innovative, we refer to data visualizations that in part extend or deviate from conventional visualization techniques. Authors of these types of visualizations engage and inform their audience by incorporating novel data-bound compositions. In our ...

Extending knowledge-driven activity models through data-driven learning techniques

Knowledge-driven activity recognition is an emerging and promising research area which has already shown very interesting features and advantages. However, there are also some drawbacks, such as the usage of generic and static activity models. This paper presents an approach to using data-driven techniques to evolve knowledge-driven activity models with a user’s behavioral data. The approach in...