Davide Azzalini

Politecnico di Milano

Papers

5

Total Citations

49

H-Index

2

About

No biography available yet.

Research Focus

Anomaly detection4 · 47 citations
Robot4 · 47 citations
Computer science3 · 45 citations
Artificial intelligence3 · 45 citations
Pattern recognition (psychology)3 · 45 citations
Robotics2 · 37 citations
Machine learning1 · 35 citations
Deep learning1 · 35 citations
Autoencoder1 · 35 citations
Encoder1 · 35 citations
Anomaly (physics)1 · 35 citations
Robustness (evolution)3 · 12 citations

Key Achievements

2
H-Index
5
Papers
49
Total Citations
10
Avg Citations/Paper
🏆 Most Cited Paper
A Minimally Supervised Approach Based on Variational Autoencoders for Anomaly Detection in Autonomous Robots
35 citations · 2021
📈 Most Prolific Year: 2020 (3 Papers)
🤝 Key Collaborators: 6
🏛 Institutions: Politecnico di Milano

Top Papers

  1. 1
    A Minimally Supervised Approach Based on Variational Autoencoders for Anomaly Detection in Autonomous Robots
    35 citations · 2021
  2. 2
    HMMs for Anomaly Detection in Autonomous Robots
    8 citations · 2020
  3. 3
    Preventing Deadlocks for Multi-Agent Pickup and Delivery in Dynamic Environments
    2 citations · 2024
  4. 4
    HMMs for Anomaly Detection in Autonomous Robots
    2 citations · 2020
  5. 5
    Modeling and Comparing Robot Behaviors for Anomaly Detection
    2 citations · 2020

Key Collaborators

FAFrancesco Amigoni4 shared papersAFAlessandro Farinelli2 shared papersMLMatteo Luperto2 shared papersACAlberto Castellini2 shared papersLBLuca Bonali1 shared papersBFBenedetta Flammini1 shared papers
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