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researcher

P. Angelov

13 papers hereh-index 6113.8k citations434 works total

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

author position
  • first author3
  • middle author5
  • last author3

Across the 11 of 13 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • cs.LG4
  • cs.NE1
  • eess.SY1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedA Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification

87 citations · 159 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.CV2020

Deep Learning based Automated Forest Health Diagnosis from Aerial Images

Chia-Yen Chiang, Chloe Barnes, Plamen Angelov +1

Global climate change has had a drastic impact on our environment. Previous study showed that pest disaster occured from global climate change may cause a tremendous number of tree…

cs.CV2020

Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference

Plamen Angelov, Eduardo Soares

In this paper we introduce the DMR -- a prototype-based method and network architecture for deep learning which is using a decision tree (DT)-based inference and synthetic data to…

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