zliobaite.github.io
Research and Stuff - Research and StuffResearch blog in data mining. Currently focuses on fairness (non-discrimination) in data mining and machine learning.
http://zliobaite.github.io/
Research blog in data mining. Currently focuses on fairness (non-discrimination) in data mining and machine learning.
http://zliobaite.github.io/
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Research and Stuff - Research and Stuff | zliobaite.github.io Reviews
https://zliobaite.github.io
Research blog in data mining. Currently focuses on fairness (non-discrimination) in data mining and machine learning.
zliobaite.github.io
Pages - Research and Stuff
http://zliobaite.github.io/pages.html
Indrė Žliobaitė 2013 with help from Jekyll Bootstrap.
Apartment prices in Helsinki relate to accessibility by public transport - Research and Stuff
http://zliobaite.github.io/smart-cities/2015/05/28/accessibility-real_estate
Apartment prices in Helsinki relate to accessibility by public transport. This post is shared with Northern bytes. Traditionally, apartment prices are considered to relate to the apartment characteristics and its location. We had a hypothesis that accessibility of a neighbourhood perhaps is even more important than its location. So we did a pilot study. In Helsinki region to check that. Right plot: blue 2:00-6:00, violet 6:00-10:00, red 10:00-14:00, brown 14:00-18:00, orange 18:00-22:00. Žliobaitė, I....
Berkson's paradox - Research and Stuff
http://zliobaite.github.io/puzzles/2015/05/14/Berksons-paradox
Describes a situation when two independent events become negatively correlated after one of them occurs. Here is an illustration. A few weeks ago Peter Norvig. Said that being a winner at one of these programming contests was actually a negative factor for performing well on the job . As a possible expalantion he mentioned that the winners are used to hacking a solution fast and moving to a next thing, which may not necessarily be good for the job.
How to explain overfitting to a non-specialist? - Research and Stuff
http://zliobaite.github.io/lessons/2015/05/06/Explaining-overfitting
How to explain overfitting to a non-specialist? I explain like this. I came up with this explanation when working at Bournemouth University in south England. I thought students needed an example from everyday life. Bournemouth is a resort town and has a long beach. Indrė Žliobaitė 2013 with help from Jekyll Bootstrap.
What is digital discrimination? - Research and Stuff
http://zliobaite.github.io/fairness/2015/04/28/Digital-discrimination
What is digital discrimination? Within indirect discrimination, digital discrimination is even more subtle and difficult to spot. Initially, digital discrimination was referring to disadvantages. Having no internet access or not using modern technologies. For example, if call for grant applications is only available on the internet, people who have no internet would be less likely to know about the call and to apply. This is an example of digital redlining. Is a mechanism of discrimination here. Study fi...
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inzl | Northern Bytes
https://northernbytes.co/author/inzl
News and stories from data mining research in Aalto. Apartment prices in Helsinki relate to accessibility by public transport. May 28, 2015. May 28, 2015. This post is shared with I.Ž. research blog. Traditionally, apartment prices are considered to relate to the apartment characteristics and its location. We had a hypothesis that accessibility of a neighbourhood perhaps is even more important than its location. So we did a pilot study. In Helsinki region to check that. Continue reading →.
Apartment prices in Helsinki relate to accessibility by public transport | Northern Bytes
https://northernbytes.co/2015/05/28/apartment-prices-in-helsinki-relate-to-accessibility-by-public-transport
News and stories from data mining research in Aalto. Apartment prices in Helsinki relate to accessibility by public transport. May 28, 2015. May 28, 2015. This post is shared with I.Ž. research blog. Traditionally, apartment prices are considered to relate to the apartment characteristics and its location. We had a hypothesis that accessibility of a neighbourhood perhaps is even more important than its location. So we did a pilot study. In Helsinki region to check that. To CS building in Otaniemi at 9 o&...
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Indrė Žliobaitė
I am a research scientist currently affiliated with Aalto University. Helsinki Institute for Information Technology. I am interested in predictive modeling with streaming/sensory data, non-discriminatory predictive modeling, and computational data analysis applications in general. I have been involved in research projects in finance, forestry, chemical engineering, intelligent transportation systems, and paleontology domains. I am visiting EU Fundamental Rights Agency FRA (July 13-17). We have an opening...
Research and Stuff - Research and Stuff
My name is Indrė Žliobaitė. I'm posting bits and pieces related to data science that I do. See my website. For more info about my research. 22 Jul 2015 » Omitted variable bias and discrimination. 01 Jun 2015 » Why cars in the next lane seem to go faster. 30 May 2015 » Publishing in computer science vs. natural sciences. 28 May 2015 » Apartment prices in Helsinki relate to accessibility by public transport. 23 May 2015 » Digital redlining. 14 May 2015 » Berkson's paradox.
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