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Alessio Ragno

centre national de la recherche scientifique (cnrs)

5H-index
18Paper Count
83Citation Count
Published Papers 8
Publication Date
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Differentiable parameter-less co-clustering using graph neural networks
errData Mining and Knowledge Discovery
IF4.3
err2026-05-09
err0
errOAAI
errAlessio Ragno; Pierre-Angelo Peyrie; Marc Plantevit; Ruggero G. Pensa; Céline Robardet
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errSave
Faithful Explanations for Graph Classification Using Logic
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT IV
IF0
err2026-01-01
err0
PREAI
errRagno, Alessio; Plantevit, Marc; Robardet, Celine
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errSave
XAI-Guided Continual Learning: Rationale, Methods, and Future Directions
errWIREs Data Mining and Knowledge Discovery
IF0
err2025-10-22
err0
errOAAI
errMichela Proietti; Alessio Ragno; Roberto Capobianco
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errSave
Leveraging internal representations of GNNs with Shapley values
errData Mining and Knowledge Discovery
IF4.3
err2025-10-18
err0
PREAI
errAtaollah Kamal; Alessio Ragno; Marc Plantevit; Céline Robardet
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errSave
Essential Oils as Antimicrobials against Acinetobacter baumannii: Experimental and Literature Data to Definite Predictive Quantitative Composition-Activity Relationship Models Using Machine Learning Algorithms
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2025-01-23
err0
PREAI
errAstolfi, Roberta; Oliva, Alessandra; Raffo, Antonio; Sapienza, Filippo; Ragno, Alessio; Proia, Eleonora; Mastroianni, Claudio M.; Luceri, Cristina; Bozovic, Mijat; Mladenovic, Milan; Papa, Rosanna; Bottoni, Patrizia; Mazzinelli, Elena; Nocca, Giuseppina; Ragno, Rino
errShare
errSave
Explainable AI in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening
errMACHINE LEARNING
IF2.9
err2023-10-31
err1
errOAAI
errProietti, Michela; Ragno, Alessio; Rosa, Biagio La; Ragno, Rino; Capobianco, Roberto
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errSave
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal
errJOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN
IF3.1
err2022-06-18
err7
errOAAI
errProia, Eleonora; Ragno, Alessio; Antonini, Lorenzo; Sabatino, Manuela; Mladenovic, Milan; Capobianco, Roberto; Ragno, Rino
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errSave
Machine Learning Data Augmentation as a Tool to Enhance Quantitative Composition-Activity Relationships of Complex Mixtures. A New Application to Dissect the Role of Main Chemical Components in Bioactive Essential Oils
errMOLECULES
IF4.6
err2021-10-17
err5
errOAAI
errRagno, Alessio; Baldisserotto, Anna; Antonini, Lorenzo; Sabatino, Manuela; Sapienza, Filippo; Baldini, Erika; Buzzi, Raissa; Vertuani, Silvia; Manfredini, Stefano
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errSave

Research Directions

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Co-authors
Cooperation Journals
C
Claudio Maria Mastroianni
H-index: 55 · Papers: 708
R
Rino Ragno
H-index: 46 · Papers: 217
S
Stefano Manfredini
H-index: 43 · Papers: 380
A
Alessandra Oliva
H-index: 40 · Papers: 300
S
Silvia Vertuani
H-index: 32 · Papers: 160
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