Alessandro Giuliani

Orcid: 0000-0001-5576-7311

According to our database1, Alessandro Giuliani authored at least 81 papers between 1996 and 2025.

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Bibliography

2025
Corporate risk stratification through an interpretable autoencoder-based model.
Comput. Oper. Res., 2025

2024
System Science Can Relax the Tension Between Data and Theory.
Syst., 2024

Towards Zero-shot Knowledge Graph building: Automated Schema Inference.
Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

Towards Knowledge Graph Refinement: Misdirected Triple Identification.
Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

Instruct Large Language Models for Public Administration Document Information Extraction.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024

2023
FootApp: An AI-powered system for football match annotation.
Multim. Tools Appl., February, 2023

Decision Making in Networks: A Model of Awareness Raising.
Inf., February, 2023

Reconstruction of the Temporal Correlation Network of All-Cause Mortality Fluctuation across Italian Regions: The Importance of Temperature and Among-Nodes Flux.
Entropy, January, 2023

Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction.
CoRR, 2023

SailGenie: SAiling expertIse to knowLedge Graph through opEN Information Extraction.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge (full paper).
Proceedings of the 2nd Workshop on Artificial Intelligence for Cultural Heritage (IAI4CH 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022
VSTAR: Visual Semantic Thumbnails and tAgs Revitalization.
Expert Syst. Appl., 2022

A Statistical Journey through the Topological Determinants of the β2 Adrenergic Receptor Dynamics.
Entropy, 2022

Design and Development of PCN-Miner: A tool for the Analysis of Protein Contact Networks.
CoRR, 2022

PCN-Miner: an open-source extensible tool for the analysis of Protein Contact Networks.
Bioinform., 2022

CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence.
IEEE Access, 2022

A comparison of audio-based deep learning methods for detecting anomalous road events.
Proceedings of the 13th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2022) / The 12th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2022), 2022

2021
Network Dynamics in Elemental Assimilation and Metabolism.
Entropy, 2021

From Payment Services Directive 2 (PSD2) to Credit Scoring: A Case Study on an Italian Banking Institution.
Proceedings of the 13th International Joint Conference on Knowledge Discovery, 2021

2020
Modelling and Recognition of Protein Contact Networks by Multiple Kernel Learning and Dissimilarity Representations.
Entropy, 2020

Complexity in Biological Organization: Deconstruction (and Subsequent Restating) of Key Concepts.
Entropy, 2020

Metabolic networks classification and knowledge discovery by information granulation.
Comput. Biol. Chem., 2020

Efficient Thumbnail Identification through Object Recognition.
Proceedings of the 16th International Conference on Web Information Systems and Technologies, 2020

Automated Tag Enrichment by Semantically Related Trends.
Proceedings of the 16th International Conference on Web Information Systems and Technologies, 2020

2019
What Differentiates Poor and Good Outcome Psychotherapy? A Statistical-Mechanics-Inspired Approach to Psychotherapy Research.
Syst., 2019

Phi-Delta-Diagrams: Software Implementation of a Visual Tool for Assessing Classifier and Feature Performance.
Mach. Learn. Knowl. Extr., 2019

(Hyper)Graph Embedding and Classification via Simplicial Complexes.
Algorithms, 2019

2018
A two-tiered 2D visual tool for assessing classifier performance.
Inf. Sci., 2018

Self-Organization of Genome Expression from Embryo to Terminal Cell Fate: Single-Cell Statistical Mechanics of Biological Regulation.
Entropy, 2018

Microcalcification morphological descriptors and parenchyma fractal dimension hierarchically interact in breast cancer: A diagnostic perspective.
Comput. Biol. Medicine, 2018

Using \varphi -\delta Diagrams on Web Data.
Proceedings of the Current Trends in Web Engineering, 2018

Measuring Diversity and Accuracy in ANN Ensembles.
Proceedings of the Advances in Artificial Intelligence, 2018

2017
Single-Cell Reprogramming in Mouse Embryo Development through a Critical Transition State.
Entropy, 2017

Supervised Approaches for Function Prediction of Proteins Contact Networks from Topological Structure Information.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

2016
Predicting the transition from normal aging to Alzheimer's disease: A statistical mechanistic evaluation of FDG-PET data.
NeuroImage, 2016

Toward a multilevel representation of protein molecules: Comparative approaches to the aggregation/folding propensity problem.
Inf. Sci., 2016

Organization principles of biological networks: An explorative study.
Biosyst., 2016

Automated Taxonomy Building by Adopting Discriminant and Characteristic Capabilities.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

2015
Analysis of Term Roles Along Taxonomy Nodes by Adopting Discriminant and Characteristic Capabilities.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Stopwords Identification by Means of Characteristic and Discriminant Analysis.
Proceedings of the ICAART 2015, 2015

2014
Networks as a Privileged Way to Develop Mesoscopic Level Approaches in Systems Biology.
Syst., 2014

Correction to Modules Identification in Protein Structures: The Topological and Geometrical Solutions.
J. Chem. Inf. Model., 2014

Modules Identification in Protein Structures: The Topological and Geometrical Solutions.
J. Chem. Inf. Model., 2014

Characterization of Graphs for Protein Structure Modeling and Recognition of Solubility.
CoRR, 2014

Measuring Discriminant and Characteristic Capability for Building and Assessing Classifiers.
Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence (AI*IA 2014), 2014

2013
Improving contextual advertising by adopting collaborative filtering.
ACM Trans. Web, 2013

Gene Regulation Networks in Early Phase of Duchenne Muscular Dystrophy.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

Assessing protein resilience via a complex network approach.
Proceedings of the 2nd IEEE Network Science Workshop, 2013

CAMMA: contextual advertising system for multimodal news aggregations.
Proceedings of the ACM Multimedia Conference, 2013

A dissimilarity-based classifier for generalized sequences by a granular computing approach.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Matching Ads in a Collaborative Advertising System.
Proceedings of the E-Commerce and Web Technologies - 14th International Conference, 2013

2012
Proteins as Sponges: A Statistical Journey along Protein Structure Organization Principles.
J. Chem. Inf. Model., 2012

Using Snippets in Text Summarization: a Comparative Study and an Application.
Proceedings of the 3rd Italian Information Retrieval Workshop, 2012

Are Related Links Effective for Contextual Advertising? - A Preliminary Study.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

Applying Contextual Advertising to MultiModal Information Content.
Proceedings of the E-Commerce and Web Technologies - 13th International Conference, 2012

Sym-Bio GUI: A graphical user interface to analyze protein aminoacid residue contact networks.
Proceedings of CBMS 2012, 2012

2011
A Multiscale Graph Theoretical Approach to Gene Regulation Networks: A Case Study in Atrial Fibrillation.
IEEE Trans. Biomed. Eng., 2011

Systems biology reveals biology of systems.
Complex., 2011

Experimenting Text Summarization Techniques for Contextual Advertising.
Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, 2011

Semantic Enrichment of Contextual Advertising by using Concepts.
Proceedings of the KDIR 2011, 2011

Studying the Impact of Text Summarization on Contextual Advertising.
Proceedings of the 2011 Database and Expert Systems Applications, 2011

Content-Based Keywords Extraction and Automatic Advertisement Associations to Multimodal News Aggregations.
Proceedings of the New Challenges in Distributed Information Filtering and Retrieval, 2011

Experimenting Text Summarization on Multimodal Aggregation.
Proceedings of the 5th International Workshop on New Challenges in Distributed Information Filtering and Retrieval, 2011

Application of Recurrence Quantification Analysis (RQA) in Biosequence Pattern Recognition.
Proceedings of the Advances in Computing and Communications, 2011

2010
Hematopoietic differentiation: a coordinated dynamical process towards attractor stable states.
BMC Syst. Biol., 2010

A recommender system based on a generic contextual advertising approach.
Proceedings of the 15th IEEE Symposium on Computers and Communications, 2010

2008
Biological uncertainty.
Theory Biosci., 2008

PROFALIGN Algorithm Identifies the Regions Containing Folding Determinants by Scoring Pairs of Hydrophobic Profiles of Remotely Related Proteins.
J. Comput. Biol., 2008

2007
Model-free analysis of brain fMRI data by recurrence quantification.
NeuroImage, 2007

2006
Metabolic pathways variability and sequence/networks comparisons.
BMC Bioinform., 2006

2005
Structure-Related Statistical Singularities along Protein Sequences: A Correlation Study.
J. Chem. Inf. Model., 2005

2003
Looking for an Unambiguous Geometrical Definition of Organic Series from 3-D Molecular Similarity Indices.
J. Chem. Inf. Comput. Sci., 2003

Putting the Predictive Toxicology Challenge Into Perspective: Reflections on the Results.
Bioinform., 2003

2002
Invariant and Subject-Dependent Features of Otoacoustic Emissions.
Proceedings of the Medical Data Analysis, Third International Symposium, 2002

2001
Infrared Spectra as Chemical Descriptors for QSAR Models.
J. Chem. Inf. Comput. Sci., 2001

2000
Principal Component Analysis for Descriptive Epidemiology.
Proceedings of the Medical Data Analysis, First International Symposium, 2000

1999
Infrared Spectra Information and Their Correlation with QSAR Descriptors.
J. Chem. Inf. Comput. Sci., 1999

On the Equivalence Between Different Descriptions of Molecules: Value for Computational Approaches.
J. Chem. Inf. Comput. Sci., 1999

1998
The relevance of physical and mathematical modes of thought on complex systems behavior in biological systems.
Complex., 1998

1997
Orthographic Structuring of Human Speech and Texts: Linguistic Application of Recurrence Quantification Analysis
CoRR, 1997

1996
A Markovian formalization of heart rate dynamics evinces a quantum-like hypothesis.
Biol. Cybern., 1996


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