Marcello Pelillo

Marcello Pelillo is affiliated with Ca Foscari University of Venice in Italy. Their research work focuses primarily on computer science, with specific emphasis on computer vision and pattern recognition, artificial intelligence, signal processing, computational theory and mathematics, and statistical and nonlinear physics.

They have published extensively in various domains, with a strong presence in several key fields of study and subfields. The main fields of study include:

• Computer Science

The subfields of study covered in their publications are:

• Computer Vision and Pattern Recognition
• Artificial Intelligence
• Signal Processing
• Computational Theory and Mathematics
• Statistical and Nonlinear Physics

Their main topics of work cover a range of specialized areas, such as:

• Image Processing and 3D Reconstruction
• Adversarial Robustness in Machine Learning
• Advanced Image and Video Retrieval Techniques
• Handwritten Text Recognition Techniques
• Anomaly Detection Techniques and Applications
• Advanced Neural Network Applications
• Advanced Graph Neural Networks

Pelillo has contributed noteworthy recent publications, including:

• "Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images" (2021) published in IEEE Transactions on Geoscience and Remote Sensing
• "Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning" (2023) published in ACM Computing Surveys
• "HELP: An LSTM-based approach to hyperparameter exploration in neural network learning" (2021) published in Neurocomputing
• "A black-box adversarial attack for poisoning clustering" (2021) published in Pattern Recognition
• "Locality-aware subgraphs for inductive link prediction in knowledge graphs" (2023) published in Pattern Recognition Letters

The venues where Pelillo has frequently published include:

• arXiv (Cornell University)
• Pattern Recognition
• Zenodo (CERN European Organization for Nuclear Research)
• Pattern Recognition Letters
• Neurocomputing

Pelillo has collaborated repeatedly with several co-authors, such as:

• Sebastiano Vascon (33 publications)
• Antonio Emanuele Cinà (19 publications)
• Battista Biggio (15 publications)
• Fabio Roli (15 publications)
• Ambra Demontis (13 publications)

In addition to journal articles, they have contributed to books published primarily by Springer Science+Business Media and Frontiers Media. The Springer publications include multiple titles such as:

• Analysis of Images, Social Networks and Texts (2020, 2021)
• Structural, Syntactic, and Statistical Pattern Recognition (2021)
• Image Analysis and Processing - ICIAP 2022 (2022)
• Recent Trends in Analysis of Images, Social Networks and Texts (2021)

They also contributed to the volume titled "2022 Computer Science - Editor's Pick" published by Frontiers Media in 2023.