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researcher

E. Papalexakis

86 papers hereh-index 408.3k citations288 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author2
  • middle author33
  • last author50

Across the 86 of 86 papers where every author was matched, so the position is known.

fields
  • cs.LG48
  • cs.CL10
  • cs.IR6
  • cs.CV5
  • stat.ML5
  • cs.SI4

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedTensor Decomposition for Signal Processing and Machine Learning

1.7k citations · 1.8k across the 76 of their papers we have counts for

collaborators
Showing 2017 · cs.LGShow all

2 papers · 2 filters

cs.LG2017★ 4 cited

tHoops: A Multi-Aspect Analytical Framework Spatio-Temporal Basketball Data

Evangelos Papalexakis, Konstantinos Pelechrinis

During the past few years advancements in sports information systems and technology has allowed us to collect a number of detailed spatio-temporal data capturing various aspects of…

cs.LG2017★ 16 cited

SPARTan: Scalable PARAFAC2 for Large & Sparse Data

Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang +4

In exploratory tensor mining, a common problem is how to analyze a set of variables across a set of subjects whose observations do not align naturally. For example, when modeling m…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.