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SUMMARY:Pawel Dlotko (Dioscuri Centre in Topological Data Analysis\, Mathe
 matical Institute\, Polish Academy of Sciences)
DTSTART:20240113T230000Z
DTEND:20240114T000000Z
DTSTAMP:20260423T041525Z
UID:GEOTOP-A/81
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/GEOTOP-A/81/
 ">Data\, their shape\, and beyond</a>\nby Pawel Dlotko (Dioscuri Centre in
  Topological Data Analysis\, Mathematical Institute\, Polish Academy of Sc
 iences) as part of GEOTOP-A seminar\n\n\nAbstract\nIn contemporary science
  we are exposed to vast amounts of data. Understanding them is often helpf
 ul\, sometimes essential\, to make considerable progress in the field. Mat
 hematics\, and mathematical statistics\, offer a wealth of tools allowing 
 for better understanding of data. Most tools concentrate on the quantitati
 ve characterization of data\, rather than understanding their layout\, or 
 shape. To fill in the gap\, in my Dioscuri Centre in Topological Data Anal
 ysis\, we are developing new techniques to quantify the shape of data and 
 provide visualizations which\, in the next step\, deliver new knowledge. O
 ur methods apply for a large variety of inputs\, including high dimensiona
 l samples\, time series\, images\, correlation patterns and more. In this 
 talk\, I will give a brief and intuitive overview of our methods with a ho
 pe that you may find them beneficial in your research. A showcase of the c
 urrent usages of our methodology will provide both an important motivation
  for\, and driving force to\, our research.\n
LOCATION:https://researchseminars.org/talk/GEOTOP-A/81/
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