Marco Botta

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 21

Top Topics

Linear Transform

Fragile Watermarking

Top Venues

Publications

Annachiara Colombi, Marialaura Bancheri, Marco Acutis, Angelo Basile, Marco Botta, Alessia Perego
A sound understanding of a cropping system model with the global sensitivity analysis. Environ. Model. Softw. 173 (2024)
Mario Alviano, Francesco Bartoli, Marco Botta, Roberto Esposito, Laura Giordano, Daniele Theseider Dupré
Verifying Properties of a MultiLayer Network for the Recognition of Basic Emotions in a Conditional DL with Typicality (Extended Abstract). Description Logics (2024)
Mario Alviano, Francesco Bartoli, Marco Botta, Roberto Esposito, Laura Giordano, Daniele Theseider Dupré
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality. Int. J. Approx. Reason. 164 (2024)
Mario Alviano, Marco Botta, Roberto Esposito, Laura Giordano, Daniele Theseider Dupré
Many-valued Temporal Weighted Knowledge Bases with Typicality for Explainability. CILC (2024)
Mario Alviano, Francesco Bartoli, Marco Botta, Roberto Esposito, Laura Giordano, Daniele Theseider Dupré
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality. CoRR (2023)
Francesco Bartoli, Marco Botta, Roberto Esposito, Laura Giordano, Valentina Gliozzi, Daniele Theseider Dupré
From Common Sense Reasonig to Neural Network Models: a Conditional and Multi-preferential Approach for Explainability and Neuro-Symbolic Integration. FCR@KI (2022)
Mario Alviano, Francesco Bartoli, Marco Botta, Roberto Esposito, Laura Giordano, Valentina Gliozzi, Daniele Theseider Dupré
Towards a Conditional and Multi-preferential Approach to Explainability of Neural Network Models in Computational Logic (Extended Abstract). XAI.it@AI*IA (2022)
Elvio G. Amparore, Marco Botta, Idilio Drago, Susanna Donatelli, Giuseppe Mazzone
Challenges for Driver Action Recognition with Face Masks. ITSC (2022)
Marco Botta, Daniele Camilleri, Federica Cena, Francesco Di Sario, Cristina Gena, Giuseppe Ignone, Claudio Mattutino
Cloud-based user modeling for social robots: a first attempt. CoRR (2022)
Francesco Bartoli, Marco Botta, Roberto Esposito, Laura Giordano, Daniele Theseider Dupré
Model Checking Verification of MultiLayer Perceptrons in Datalog: a Many-valued Approach with Typicality. Datalog (2022)
Cristina Gena, Federica Cena, Marco Botta, Claudio Mattutino
User modeling for social and affective robots. CoRR (2021)
Marco Botta, Davide Cavagnino, Roberto Esposito
NeuNAC: A novel fragile watermarking algorithm for integrity protection of neural networks. Inf. Sci. 576 (2021)
Enzo Tartaglione, Marco Grangetto, Davide Cavagnino, Marco Botta
Delving in the loss landscape to embed robust watermarks into neural networks. ICPR (2020)
Marco Botta, Davide Cavagnino, Victor Pomponiu
Reversible Fragile Watermarking for Multichannel Images with High Redundancy Channels. Multim. Tools Appl. 79 (35-36) (2020)
Cristina Gena, Federica Cena, Claudio Mattutino, Marco Botta
Cloud-based User Modeling for Social Robots: A First Attempt (short paper). cAESAR (2020)
Marco Botta, Rossella Cancelliere, Leo Ghignone, Fabio Tango, Patrick Gallinari, Clara Luison
Real-time detection of driver distraction: random projections for pseudo-inversion-based neural training. Knowl. Inf. Syst. 60 (3) (2019)
Elvio Gilberto Amparore, Marco Beccuti, Marco Botta, Susanna Donatelli, Fabio Tango
Adaptive Artificial Co-pilot as Enabler for Autonomous Vehicles and Intelligent Transportation Systems. ATT@IJCAI (2018)
Mohamad Gharib, Paolo Lollini, Marco Botta, Elvio Gilberto Amparore, Susanna Donatelli, Andrea Bondavalli
On the Safety of Automotive Systems Incorporating Machine Learning Based Components: A Position Paper. DSN Workshops (2018)
Marco Botta, Davide Cavagnino, Victor Pomponiu
Image Fragile Watermarking through Quaternion Linear Transform in Secret Space. J. Imaging 3 (3) (2017)
Barbara Bonafè, Marco Botta, Davide Cavagnino, Victor Pomponiu
Alpha Channel Fragile Watermarking for Color Image Integrity Protection. J. Imaging 3 (4) (2017)
Marco Botta, Davide Cavagnino, Victor Pomponiu
A modular framework for color image watermarking. Signal Process. 119 (2016)
Marco Botta, Davide Cavagnino, Victor Pomponiu
Fragile watermarking using Karhunen-Loève transform: the KLT-F approach. Soft Comput. 19 (7) (2015)
Rosa Meo, Roberto Esposito, Marco Botta, S. Viola, C. M. Choor, V. Mellano, F. Ciaramaglia
Autonomous abnormal behaviour detection in intelligence surveillance and reconnaissance applications. RTSI (2015)
Victor Pomponiu, Davide Cavagnino, Marco Botta
SS-SVD: Spread spectrum data hiding scheme based on Singular Value Decomposition. ISCE (2015)
Victor Pomponiu, Davide Cavagnino, Marco Botta
On the security of the schur-based watermarking schemes. DSP (2015)
Marco Botta, Davide Cavagnino, Victor Pomponiu
Automatic Selection of GA Parameters for Fragile Watermarking. EvoApplications (2014)
Marco Botta, Davide Cavagnino, Victor Pomponiu
Protecting the Content Integrity of Digital Imagery with Fidelity Preservation: An Improved Version. ACM Trans. Multim. Comput. Commun. Appl. 10 (3) (2014)
Marco Botta, Davide Cavagnino, Victor Pomponiu
Weighted-Sum Fragile Watermarking in the Karhunen-Loève Domain. STM (2013)
Fabio Tango, Marco Botta
Real-Time Detection System of Driver Distraction Using Machine Learning. IEEE Trans. Intell. Transp. Syst. 14 (2) (2013)
Marco Botta, Davide Cavagnino, Victor Pomponiu
KL-F: Karhunen-Loève based fragile watermarking. NSS (2011)
Alessia Visconti, Francesca Cordero, Marco Botta, Raffaele A. Calogero
Gene Ontology Rewritten for Computing Gene Functional Similarity. CISIS (2010)
Fabio Tango, Marco Botta, Luca Minin, Roberto Montanari
Non-intrusive Detection of Driver Distraction using Machine Learning Algorithms. ECAI (2010)
Francesca Cordero, Ruggero G. Pensa, Alessia Visconti, Dino Ienco, Marco Botta
Ontology-Driven Co-clustering of Gene Expression Data. AI*IA (2009)
Marco Botta, Guido Negro
Multiple Sequence Alignment with Genetic Algorithms. CIBB (2009)
Fabio Tango, Marco Botta
Evaluation of Distraction in a Driver-Vehicle-Environment Framework: An Application of Different Data-Mining Techniques. ICDM (2009)
Fabio Tango, Marco Botta
ML Techniques for the Classification of Car-Following Maneuver. AI*IA (2009)
Francesca Cordero, Alessia Visconti, Marco Botta
A new protein motif extraction framework based on constrained co-clustering. SAC (2009)
Marco Botta, Ugo Galassi, Attilio Giordana
Generative Model versus Discriminative Model approach for Symbolic Sequence Classification. IICAI (2009)
Cosimo Anglano, Massimo Canonico, Marco Guazzone, Marco Botta, Sergio Rabellino, Simone Arena, Guglielmo Girardi
Peer-to-Peer Desktop Grids in the Real World: The ShareGrid Project. CCGRID (2008)
Dino Ienco, Rosa Meo, Marco Botta
Using PageRank in Feature Selection. SEBD (2008)
Ugo Galassi, Marco Botta, Attilio Giordana
Hierarchical Hidden Markov Models for User/Process Profile Learning. Fundam. Informaticae 78 (4) (2007)
Arianna Gallo, Roberto Esposito, Rosa Meo, Marco Botta
Incremental Extraction of Association Rules in Applicative Domains. Appl. Artif. Intell. 21 (4&5) (2007)
Roberto Esposito, Rosa Meo, Marco Botta
Answering constraint-based mining queries on itemsets using previous materialized results. J. Intell. Inf. Syst. 26 (1) (2006)
Daniele Paolo Radicioni, Marco Botta
A Methodological Contribution to Music Sequences Analysis. ISMIS (2006)
Arianna Gallo, Roberto Esposito, Rosa Meo, Marco Botta
Optimization of Association Rules Extraction Through Exploitation of Context Dependent Constraints. AI*IA (2005)
Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta
Learning Profiles Based on Hierarchical Hidden Markov Model. ISMIS (2005)
Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta
Learning Complex Event Descriptions by Abstraction. IJCAI (2005)
Fulvio Lazzarato, Giuliana Franceschinis, Marco Botta, Francesca Cordero, Raffaele A. Calogero
RRE: a tool for the extraction of non-coding regions surrounding annotated genes from genomic datasets. Bioinform. 20 (16) (2004)
Marco Botta, Ugo Galassi, Attilio Giordana
Learning Complex and Sparse Events in Long Sequences. ECAI (2004)
Rosa Meo, Marco Botta, Roberto Esposito
Query Rewriting in Itemset Mining. FQAS (2004)
Eliot Laniado, Marco Botta, Alessandra Cappiello, Andrea Di Guardo
Environmental information systems for land planning. EnviroInfo (2) (2004)
Rosa Meo, Marco Botta, Roberto Esposito, Arianna Gallo
A Novel Incremental Approach to Association Rules Mining in Inductive Databases. Constraint-Based Mining and Inductive Databases (2004)
Barbara Negro, Angelo Difino, Fabio Bellifemine, Giovanna Petrone, Luca Di Costa, Marco Botta, Liliana Ardissono
Customer information sharing between e-commerce applications. WOA (2004)
Francesco Marangoni, Matteo Barberis, Marco Botta
Large Scale Prediction of Protein Interactions by a SVM-Based Method. WIRN (2003)
Marco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag
Relational Learning as Search in a Critical Region. J. Mach. Learn. Res. 4 (2003)
Cosimo Anglano, Marco Botta
NOW G-Net: learning classification programs on networks of workstations. IEEE Trans. Evol. Comput. 6 (5) (2002)
Marco Botta, Jean-François Boulicaut, Cyrille Masson, Rosa Meo
A Comparison between Query Languages for the Extraction of Association Rules. DaWaK (2002)
Attilio Giordana, Paolo Terenziani, Marco Botta
Recognizing and Discovering Complex Events in Sequences. ISMIS (2002)
Marco Botta
Resampling vs Reweighting in Boosting a Relational Weak Learner. AI*IA (2001)
Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta
Can Relational Learning Scale Up? ISMIS (2000)
Marco Botta, Roberto Piola
Refining Numerical Constants in First Order Logic Theories. Mach. Learn. 38 (1-2) (2000)
Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta
Analyzing Relational Learning in the Phase Transition Framework. ICML (2000)
Marco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag
Relational Learning: Hard Problems and Phase Transitions. AI*IA (1999)
Attilio Giordana, Marco Botta, Lorenza Saitta
An Experimental Study of Phase Transitions in Matching. IJCAI (1999)
Marco Botta, Attilio Giordana, Roberto Piola
An Integrated Framework of Learning Numerical Terms in FOL. ECAI (1998)
Marco Botta, Attilio Giordana, Roberto Piola
FONN: Combining First Order Logic with Connectionist Learning. ICML (1997)
Marco Botta, Attilio Giordana, Roberto Piola
Refining First Order Theories with Neural Networks. ISMIS (1997)
Attilio Giordana, Filippo Neri, Lorenza Saitta, Marco Botta
Integrating Multiple Learning Strategies in First Order Logics. Mach. Learn. 27 (3) (1997)
Marco Botta, Attilio Giordana, Roberto Piola
Refining Numerical Terms in Horn Clauses. AI*IA (1997)
Cristina Baroglio, Marco Botta
Multiple Predicate Learning with RTL. AI*IA (1995)
Marco Botta
Learning First Order Theories. ISMIS (1994)
Marco Botta, Attilio Giordana
SMART+: A Multi-Strategy Learning Tool. IJCAI (1993)
Cristina Baroglio, Marco Botta, Attilio Giordana
Learning Relations: An Evaluation of Search Strategies. Fundam. Informaticae 18 (1993)
Lorenza Saitta, Marco Botta, Filippo Neri
Multistrategy Learning and Theory Revision. Mach. Learn. 11 (1993)
Marco Botta, Cristina Baroglio, Attilio Giordana, Bruno Graziano
Learning Behavioral Knowledge In Robotic Domains. IROS (1992)
Marco Botta, Lorenza Saitta
Use of Causal Models and Abduction in Learning Diagnostic Knowledge. Int. J. Man Mach. Stud. 36 (2) (1992)
Marco Botta, Attilio Giordana, Lorenza Saitta
Comparison of Search Strategies in Learning Relations. ECAI (1992)
Marco Botta, Attilio Giordana
Learning Quantitative Features in a Symbolic Environment. ISMIS (1991)
Marco Botta, Filippo Brancadori, S. Ravotto, Lorenza Saitta, S. B. Sperotto
Use of a Causal Model to Learn Diagnostic Knowledge in a Real Domain. AI*IA (1991)
Marco Botta, S. Ravotto, Lorenza Saitta, S. B. Sperotto
Improving Learning Using Causality and Abduction. ML (1991)
Marco Botta, Lorenza Saitta
Improving Knowledge-Based System Performance by Experience. EWSL (1988)
Marco Botta
Constructive Learning in Conjunctive Concept Characterization. ISMIS (1988)