List of works - Alessandro Sperduti

Suppression of a SARS-CoV-2 outbreak in the Italian municipality of Vo'

scientific article published on 30 June 2020

Process Mining Manifesto

scientific article published in 2012

Recursive self-organizing network models.

scientific article

Learning Orthographic Structure With Sequential Generative Neural Networks

scientific article

Control-flow discovery from event streams

Suppression of COVID-19 outbreak in the municipality of Vo, Italy

scientific article published on 18 April 2020

Techniques for a Posteriori Analysis of Declarative Processes

Scuba: scalable kernel-based gene prioritization

scientific article published on 25 January 2018

Predicting physical-chemical properties of compounds from molecular structures by recursive neural networks.

scientific article published in September 2006

Application of Cascade Correlation Networks...

article

Contextual processing of structured data by recursive cascade correlation.

scientific article

Jointly Linking Visual and Textual Entity Mentions with Background Knowledge

publication published on 26 May 2020

Preferential text classification: learning algorithms and evaluation measures

article

The conjunctive disjunctive graph node kernel for disease gene prioritization

article

Heterogeneous Networks Integration for Disease Gene Prioritization with Node Kernels

scientific article published on 28 January 2020

Encoding Labeled Graphs by Labeling RAAM

scientific article published in January 1994

Discovering high-level BPMN process models from event data

Improving Soft Skill Extraction via Data Augmentation and Embedding Manipulation

scientific article published on 21 May 2024

Learning Preferences for Multiclass Problems

scientific article published in January 2005

Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels

scientific article published on 04 December 2017

A general framework for unsupervised processing of structured data

A Constructive Learning Algorithm for Discriminant Tangent Models

Preference Learning for Category-Ranking based Interactive Text Categorization

A Rapid Graph-based Method for Arbitrary Transformation-Invariant Pattern Classification

scientific article published in January 1995

An introduction to recursive neural networks and kernel methods for cheminformatics

scientific article published on January 2007

Pre-training of Recurrent Neural Networks via Linear Autoencoders

scientific article published in January 2014

Universal Approximation Capability of Cascade Correlation for Structures

Mining Structured Data

scientific article published in 2010

Tree-Based Kernel for Graphs With Continuous Attributes.

scientific article published on 13 June 2017

Learning nonsparse kernels by self-organizing maps for structured data.

scientific article

Speed up learning and network optimization with extended back propagation

scientific article published in 1993

Special issue on neural networks and kernel methods for structured domains.

scientific article published on 22 September 2005

Link Enrichment for Diffusion-Based Graph Node Kernels

Compositional generative mapping for tree-structured data--part I: bottom-up probabilistic modeling of trees

scientific article

An efficient topological distance-based tree kernel

scientific article published on 25 June 2014

Multiresolution Reservoir Graph Neural Network

scientific article published in 2022

Joint Neighborhood Subgraphs Link Prediction

The loading problem for recursive neural networks

scientific article published on 29 September 2005

Generative Kernels for Tree-Structured Data

scientific article published on 15 January 2018

List of works by Alessandro Sperduti

Suppression of a SARS-CoV-2 outbreak in the Italian municipality of Vo'

Process Mining Manifesto

Recursive self-organizing network models.

Learning Orthographic Structure With Sequential Generative Neural Networks

Control-flow discovery from event streams

Suppression of COVID-19 outbreak in the municipality of Vo, Italy

Techniques for a Posteriori Analysis of Declarative Processes

Scuba: scalable kernel-based gene prioritization

Predicting physical-chemical properties of compounds from molecular structures by recursive neural networks.

Application of Cascade Correlation Networks...

Contextual processing of structured data by recursive cascade correlation.

Jointly Linking Visual and Textual Entity Mentions with Background Knowledge

Preferential text classification: learning algorithms and evaluation measures

The conjunctive disjunctive graph node kernel for disease gene prioritization

Heterogeneous Networks Integration for Disease Gene Prioritization with Node Kernels

Encoding Labeled Graphs by Labeling RAAM

Discovering high-level BPMN process models from event data

Improving Soft Skill Extraction via Data Augmentation and Embedding Manipulation

Learning Preferences for Multiclass Problems

Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels

A general framework for unsupervised processing of structured data

A Constructive Learning Algorithm for Discriminant Tangent Models

Preference Learning for Category-Ranking based Interactive Text Categorization

A Rapid Graph-based Method for Arbitrary Transformation-Invariant Pattern Classification

An introduction to recursive neural networks and kernel methods for cheminformatics

Pre-training of Recurrent Neural Networks via Linear Autoencoders

Universal Approximation Capability of Cascade Correlation for Structures

Mining Structured Data

Tree-Based Kernel for Graphs With Continuous Attributes.

Learning nonsparse kernels by self-organizing maps for structured data.

Speed up learning and network optimization with extended back propagation

Special issue on neural networks and kernel methods for structured domains.

Link Enrichment for Diffusion-Based Graph Node Kernels

Compositional generative mapping for tree-structured data--part I: bottom-up probabilistic modeling of trees

An efficient topological distance-based tree kernel

Multiresolution Reservoir Graph Neural Network

Joint Neighborhood Subgraphs Link Prediction

The loading problem for recursive neural networks

Generative Kernels for Tree-Structured Data