Federica Bisio

According to our database, Federica Bisio authored at least 28 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Towards a Near-Real-Time Protocol Tunneling Detector Based on Machine Learning Techniques.

Filippo Sobrero, Beatrice Clavarezza, Daniele Ucci, Federica Bisio

J. Cybersecur. Priv., November, 2023

PhishVision: A Deep Learning Based Visual Brand Impersonation Detector for Identifying Phishing Attacks.

Giovanni Graziano, Daniele Ucci, Federica Bisio, Luca Oneto

Proceedings of the Optimization, Learning Algorithms and Applications, 2023

2021

Near-real-time Anomaly Detection in Encrypted Traffic using Machine Learning Techniques.

Daniele Ucci, Filippo Sobrero, Federica Bisio, Matteo Zorzino

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020

DNS Covert Channel Detection via Behavioral Analysis: a Machine Learning Approach.

Salvatore Saeli, Federica Bisio, Pierangelo Lombardo, Danilo Massa

CoRR, 2020

2018

Fast Flux Detection via Data Mining on Passive DNS Traffic.

Pierangelo Lombardo, Salvatore Saeli, Federica Bisio, Davide Bernardi, Danilo Massa

CoRR, 2018

Fast Flux Service Network Detection via Data Mining on Passive DNS Traffic.

Pierangelo Lombardo, Salvatore Saeli, Federica Bisio, Davide Bernardi, Danilo Massa

Proceedings of the Information Security - 21st International Conference, 2018

2017

Learning with similarity functions: A novel design for the extreme learning machine.

Paolo Gastaldo, Federica Bisio, Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino

Neurocomputing, 2017

SLT-Based ELM for Big Social Data Analysis.

Luca Oneto, Federica Bisio, Erik Cambria, Davide Anguita

Cogn. Comput., 2017

Semi-supervised Learning for Affective Common-Sense Reasoning.

Luca Oneto, Federica Bisio, Erik Cambria, Davide Anguita

Cogn. Comput., 2017

Real-time behavioral DGA detection through machine learning.

Federica Bisio, Salvatore Saeli, Pierangelo Lombardo, Davide Bernardi, Alan Perotti, Danilo Massa

Proceedings of the International Carnahan Conference on Security Technology, 2017

2016

Sentiment-Oriented Information Retrieval: Affective Analysis of Documents Based on the SenticNet Framework.

Federica Bisio, Claudia Meda, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria

Proceedings of the Sentiment Analysis and Ontology Engineering, 2016

SIM-ELM: Connecting the ELM model with similarity-function learning.

Paolo Gastaldo, Federica Bisio, Sergio Decherchi, Rodolfo Zunino

Neural Networks, 2016

Inductive bias for semi-supervised extreme learning machine.

Federica Bisio, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino

Neurocomputing, 2016

Statistical Learning Theory and ELM for Big Social Data Analysis.

Luca Oneto, Federica Bisio, Erik Cambria, Davide Anguita

IEEE Comput. Intell. Mag., 2016

Sentic LDA: Improving on LDA with semantic similarity for aspect-based sentiment analysis.

Soujanya Poria, Iti Chaturvedi, Erik Cambria, Federica Bisio

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

An ELM-based model for affective analogical reasoning.

Erik Cambria, Paolo Gastaldo, Federica Bisio, Rodolfo Zunino

Neurocomputing, 2015

Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns.

Soujanya Poria, Erik Cambria, Alexander F. Gelbukh, Federica Bisio, Amir Hussain

IEEE Comput. Intell. Mag., 2015

A learning scheme based on similarity functions for affective common-sense reasoning.

Federica Bisio, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Muscle synergies for reliable classification of arm motions using myoelectric interface.

Chris Wilson Antuvan, Federica Bisio, Erik Cambria, Lorenzo Masia

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

The CLSA Model: A Novel Framework for Concept-Level Sentiment Analysis.

Erik Cambria, Soujanya Poria, Federica Bisio, Rajiv Bajpai, Iti Chaturvedi

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

Real-time monitoring of Twitter traffic by using semantic networks.

Federica Bisio, Claudia Meda, Rodolfo Zunino, Roberto Surlinelli, Eugenio Scillia, Augusto Ottaviano

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis.

Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Semi-supervised machine learning approach for unknown malicious software detection.

Federica Bisio, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi

Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

A machine learning approach for Twitter spammers detection.

Claudia Meda, Federica Bisio, Paolo Gastaldo, Rodolfo Zunino

Proceedings of the International Carnahan Conference on Security Technology, 2014

Machine Learning-Based System for Detecting Unseen Malicious Software.

Federica Bisio, Paolo Gastaldo, Claudia Meda, Stefano Nasta, Rodolfo Zunino

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2014

2013

An analyst-adaptive approach to focused crawlers.

Rodolfo Zunino, Federica Bisio, Chiara Peretti, Roberto Surlinelli, Eugenio Scillia, Augusto Ottaviano, Fabio Sangiacomo

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Data intensive review mining for sentiment classification across heterogeneous domains.

Federica Bisio, Paolo Gastaldo, Chiara Peretti, Rodolfo Zunino, Erik Cambria

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

A Virtual Museum for Flemish artworks. A digital reconstruction of Genoese collections.

Ilaria Angeloni, Federica Bisio, Alessandro De Gloria, Daniele Mori, Carlotta Capurro, Lauro Magnani

Proceedings of the 18th International Conference on Virtual Systems and Multimedia, 2012