1 code implementation • 14 Feb 2024 • Iasonas Nikolaou, Konstantinos Pelechrinis, Evimaria Terzi
In this work, we develop a graphical model to capture team dynamics.
no code implementations • 17 Jul 2019 • Xin Liu, Konstantinos Pelechrinis, Alexandros Labrinidis
Hence, in this paper, we introduce an approach, namely hood2vec, to identify the similarity between urban areas through learning a node embedding of the mobility network captured through Foursquare check-ins.
1 code implementation • 7 Jun 2019 • Sarah Mallepalle, Ron Yurko, Konstantinos Pelechrinis, Samuel L. Ventura
We introduce a Naive Bayes approach for estimating the 2-D completion percentage surfaces of individual teams and quarterbacks, and we provide a one-number summary, completion percentage above expectation (CPAE), for evaluating quarterbacks and team defenses.
Applications
no code implementations • 4 Dec 2017 • Evangelos Papalexakis, Konstantinos Pelechrinis
For example, shot charts, that is, maps capturing locations of (made or missed) shots, and spatio-temporal trajectories for all the players on the court can capture information about the offensive and defensive tendencies and schemes of a team.
no code implementations • 16 Oct 2012 • Konstantinos Pelechrinis, Prashant Krishnamurthy, Ke Zhang
LBSNs offer a number of conveniences to its participants, such as - but not limited to - a list of places in the vicinity of a user, recommendations for an area never explored before provided by other peers, tracking of friends, monetary rewards in the form of special deals from the venues visited as well as a cheap way of advertisement for the latter.
Social and Information Networks Cryptography and Security