Marco Botta

Roberto Esposito

Inf. Sci., 2021

User modeling for social and affective robots.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Reversible Fragile Watermarking for Multichannel Images with High Redundancy Channels.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

Delving in the loss landscape to embed robust watermarks into neural networks.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Cloud-based User Modeling for Social Robots: A First Attempt (short paper).

[BibT_eX]

[DOI]

Proceedings of the Workshop on Adapted intEraction with SociAl Robots, 2020

2019

Real-time detection of driver distraction: random projections for pseudo-inversion-based neural training.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2019

2018

Adaptive Artificial Co-pilot as Enabler for Autonomous Vehicles and Intelligent Transportation Systems.

[BibT_eX]

[DOI]

Elvio Gilberto Amparore

Proceedings of the Tenth International Workshop on Agents in Traffic and Transportation (ATT 2018) co-located with with the Federated Artificial Intelligence Meeting, 2018

On the Safety of Automotive Systems Incorporating Machine Learning Based Components: A Position Paper.

[BibT_eX]

[DOI]

Mohamad Gharib

Paolo Lollini

Elvio Gilberto Amparore

Susanna Donatelli

Andrea Bondavalli

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018

2017

Image Fragile Watermarking through Quaternion Linear Transform in Secret Space.

[BibT_eX]

[DOI]

J. Imaging, 2017

Alpha Channel Fragile Watermarking for Color Image Integrity Protection.

[BibT_eX]

[DOI]

J. Imaging, 2017

2016

A modular framework for color image watermarking.

[BibT_eX]

[DOI]

Signal Process., 2016

2015

Fragile watermarking using Karhunen-Loève transform: the KLT-F approach.

[BibT_eX]

[DOI]

Soft Comput., 2015

Autonomous abnormal behaviour detection in intelligence surveillance and reconnaissance applications.

[BibT_eX]

[DOI]

Proceedings of the 1st IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2015

SS-SVD: Spread spectrum data hiding scheme based on Singular Value Decomposition.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Consumer Electronics, 2015

On the security of the schur-based watermarking schemes.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

2014

Protecting the Content Integrity of Digital Imagery with Fidelity Preservation: An Improved Version.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2014

Automatic Selection of GA Parameters for Fragile Watermarking.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013

Real-Time Detection System of Driver Distraction Using Machine Learning.

[BibT_eX]

[DOI]

Fabio Tango

IEEE Trans. Intell. Transp. Syst., 2013

Weighted-Sum Fragile Watermarking in the Karhunen-Loève Domain.

[BibT_eX]

[DOI]

Proceedings of the Security and Trust Management - 9th International Workshop, 2013

2011

KL-F: Karhunen-Loève based fragile watermarking.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Network and System Security, 2011

2010

Structured Hidden Markov Model versus String Kernel Machines for Symbolic Sequence Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010

Non-intrusive Detection of Driver Distraction using Machine Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

Gene Ontology Rewritten for Computing Gene Functional Similarity.

[BibT_eX]

[DOI]

Proceedings of the CISIS 2010, 2010

2009

A new protein motif extraction framework based on constrained co-clustering.

[BibT_eX]

[DOI]

Francesca Cordero

Alessia Visconti

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Evaluation of Distraction in a Driver-Vehicle-Environment Framework: An Application of Different Data-Mining Techniques.

[BibT_eX]

[DOI]

Fabio Tango

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009

Generative Model versus Discriminative Model approach for Symbolic Sequence Classification.

[BibT_eX]

Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

Multiple Sequence Alignment with Genetic Algorithms.

[BibT_eX]

[DOI]

Guido Negro

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009

ML Techniques for the Classification of Car-Following Maneuver.

[BibT_eX]

[DOI]

Fabio Tango

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

Ontology-Driven Co-clustering of Gene Expression Data.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

Using PageRank in Feature Selection.

[BibT_eX]

Dino Ienco

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Peer-to-Peer Desktop Grids in the Real World: The ShareGrid Project.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2007

Hierarchical Hidden Markov Models for User/Process Profile Learning.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2007

Incremental Extraction of Association Rules in Applicative Domains.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2007

2006

Answering constraint-based mining queries on itemsets using previous materialized results.

[BibT_eX]

[DOI]

Roberto Esposito

J. Intell. Inf. Syst., 2006

A Methodological Contribution to Music Sequences Analysis.

[BibT_eX]

[DOI]

Daniele Paolo Radicioni

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

2005

Learning Profiles Based on Hierarchical Hidden Markov Model.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Learning Complex Event Descriptions by Abstraction.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Optimization of Association Rules Extraction Through Exploitation of Context Dependent Constraints.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

2004

RRE: a tool for the extraction of non-coding regions surrounding annotated genes from genomic datasets.

[BibT_eX]

[DOI]

Fulvio Lazzarato

Giuliana Franceschinis

Francesca Cordero

Raffaele A. Calogero

Bioinform., 2004

Customer information sharing between e-commerce applications.

[BibT_eX]

Proceedings of the WOA 2004: Dagli Oggetti agli Agenti. 5th AI*IA/TABOO Joint Workshop "From Objects to Agents": Complex Systems and Rational Agents, 30 November, 2004

Query Rewriting in Itemset Mining.

[BibT_eX]

[DOI]

Roberto Esposito

Proceedings of the Flexible Query Answering Systems, 6th International Conference, 2004

Environmental information systems for land planning.

[BibT_eX]

[DOI]

Proceedings of the Sh@ring: 18th International Conference "Informatics for Environmental Protection", 2004

Learning Complex and Sparse Events in Long Sequences.

[BibT_eX]

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

A Novel Incremental Approach to Association Rules Mining in Inductive Databases.

[BibT_eX]

[DOI]

Proceedings of the Constraint-Based Mining and Inductive Databases, 2004

Query Languages Supporting Descriptive Rule Mining: A Comparative Study.

[BibT_eX]

[DOI]

Jean-François Boulicaut

Cyrille Masson

Proceedings of the Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries, 2004

2003

Relational Learning as Search in a Critical Region.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2003

Large Scale Prediction of Protein Interactions by a SVM-Based Method.

[BibT_eX]

[DOI]

Francesco Marangoni

Matteo Barberis

Proceedings of the Neural Nets, 14th Italian Workshop on Neural Nets, 2003

2002

NOW G-Net: learning classification programs on networks of workstations.

[BibT_eX]

[DOI]

Cosimo Anglano

IEEE Trans. Evol. Comput., 2002

Recognizing and Discovering Complex Events in Sequences.

[BibT_eX]

[DOI]

Paolo Terenziani

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

A Comparison between Query Languages for the Extraction of Association Rules.

[BibT_eX]

[DOI]

Jean-François Boulicaut

Cyrille Masson

Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002

2001

Resampling vs Reweighting in Boosting a Relational Weak Learner.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

2000

Refining Numerical Constants in First Order Logic Theories.

[BibT_eX]

[DOI]

Mach. Learn., 2000

Can Relational Learning Scale Up?

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

Analyzing Relational Learning in the Phase Transition Framework.

[BibT_eX]

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

1999

An Experimental Study of Phase Transitions in Matching.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999

Relational Learning: Hard Problems and Phase Transitions.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 99:Advances in Artificial Intelligence, 1999

1998

An Integrated Framework of Learning Numerical Terms in FOL.

[BibT_eX]

Proceedings of the 13th European Conference on Artificial Intelligence, 1998

1997

Integrating Multiple Learning Strategies in First Order Logics.

[BibT_eX]

[DOI]

Mach. Learn., 1997

Refining First Order Theories with Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997

FONN: Combining First Order Logic with Connectionist Learning.

[BibT_eX]

Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997

Refining Numerical Terms in Horn Clauses.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

1995

Multiple Predicate Learning with RTL.

[BibT_eX]

[DOI]

Cristina Baroglio

Proceedings of the Topics in Artificial Intelligence, 1995

1994

Learning First Order Theories.

[BibT_eX]

[DOI]

Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994

1993

Multistrategy Learning and Theory Revision.

[BibT_eX]

[DOI]

Filippo Neri

Mach. Learn., 1993

Learning Relations: An Evaluation of Search Strategies.

[BibT_eX]

Cristina Baroglio

Fundam. Informaticae, 1993

SMART+: A Multi-Strategy Learning Tool.

[BibT_eX]

[DOI]

Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

1992

Use of Causal Models and Abduction in Learning Diagnostic Knowledge.

[BibT_eX]

[DOI]

Int. J. Man Mach. Stud., 1992

Learning Behavioral Knowledge In Robotic Domains.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 1992

Comparison of Search Strategies in Learning Relations.

[BibT_eX]

Proceedings of the 10th European Conference on Artificial Intelligence, 1992

1991

Learning Quantitative Features in a Symbolic Environment.

[BibT_eX]

[DOI]

Proceedings of the Methodologies for Intelligent Systems, 6th International Symposium, 1991

Improving Learning Using Causality and Abduction.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Workshop (ML91), 1991

Use of a Causal Model to Learn Diagnostic Knowledge in a Real Domain.

[BibT_eX]

[DOI]

Proceedings of the Trends in Artificial Intelligence, 1991

1988

Constructive Learning in Conjunctive Concept Characterization.

[BibT_eX]

Proceedings of the Methodologies for Intelligent Systems, 1988

Improving Knowledge-Based System Performance by Experience.

[BibT_eX]