Federica Bisio

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 22

Top Topics

Statistical Learning

Top Venues

IEEE Comput. Intell. Mag.

Publications

Filippo Sobrero, Beatrice Clavarezza, Daniele Ucci, Federica Bisio
Towards a Near-real-time Protocol Tunneling Detector based on Machine Learning Techniques. CoRR (2023)
Filippo Sobrero, Beatrice Clavarezza, Daniele Ucci, Federica Bisio
Towards a Near-Real-Time Protocol Tunneling Detector Based on Machine Learning Techniques. J. Cybersecur. Priv. 3 (4) (2023)
Giovanni Graziano, Daniele Ucci, Federica Bisio, Luca Oneto
PhishVision: A Deep Learning Based Visual Brand Impersonation Detector for Identifying Phishing Attacks. OL2A (1) (2023)
Daniele Ucci, Filippo Sobrero, Federica Bisio, Matteo Zorzino
Near-real-time Anomaly Detection in Encrypted Traffic using Machine Learning Techniques. SSCI (2021)
Salvatore Saeli, Federica Bisio, Pierangelo Lombardo, Danilo Massa
DNS Covert Channel Detection via Behavioral Analysis: a Machine Learning Approach. CoRR (2020)
Pierangelo Lombardo, Salvatore Saeli, Federica Bisio, Davide Bernardi, Danilo Massa
Fast Flux Service Network Detection via Data Mining on Passive DNS Traffic. ISC (2018)
Pierangelo Lombardo, Salvatore Saeli, Federica Bisio, Davide Bernardi, Danilo Massa
Fast Flux Detection via Data Mining on Passive DNS Traffic. CoRR (2018)
Luca Oneto, Federica Bisio, Erik Cambria, Davide Anguita
Semi-supervised Learning for Affective Common-Sense Reasoning. Cogn. Comput. 9 (1) (2017)
Luca Oneto, Federica Bisio, Erik Cambria, Davide Anguita
SLT-Based ELM for Big Social Data Analysis. Cogn. Comput. 9 (2) (2017)
Federica Bisio, Salvatore Saeli, Pierangelo Lombardo, Davide Bernardi, Alan Perotti, Danilo Massa
Real-time behavioral DGA detection through machine learning. ICCST (2017)
Paolo Gastaldo, Federica Bisio, Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino
Learning with similarity functions: A novel design for the extreme learning machine. Neurocomputing 261 (2017)
Paolo Gastaldo, Federica Bisio, Sergio Decherchi, Rodolfo Zunino
SIM-ELM: Connecting the ELM model with similarity-function learning. Neural Networks 74 (2016)
Soujanya Poria, Iti Chaturvedi, Erik Cambria, Federica Bisio
Sentic LDA: Improving on LDA with semantic similarity for aspect-based sentiment analysis. IJCNN (2016)
Luca Oneto, Federica Bisio, Erik Cambria, Davide Anguita
Statistical Learning Theory and ELM for Big Social Data Analysis. IEEE Comput. Intell. Mag. 11 (3) (2016)
Federica Bisio, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
Inductive bias for semi-supervised extreme learning machine. Neurocomputing 174 (2016)
Chris Wilson Antuvan, Federica Bisio, Erik Cambria, Lorenzo Masia
Muscle synergies for reliable classification of arm motions using myoelectric interface. EMBC (2015)
Federica Bisio, Claudia Meda, Rodolfo Zunino, Roberto Surlinelli, Eugenio Scillia, Augusto Ottaviano
Real-time monitoring of Twitter traffic by using semantic networks. ASONAM (2015)
Erik Cambria, Soujanya Poria, Federica Bisio, Rajiv Bajpai, Iti Chaturvedi
The CLSA Model: A Novel Framework for Concept-Level Sentiment Analysis. CICLing (2) (2015)
Soujanya Poria, Erik Cambria, Alexander F. Gelbukh, Federica Bisio, Amir Hussain
Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns. IEEE Comput. Intell. Mag. 10 (4) (2015)
Erik Cambria, Paolo Gastaldo, Federica Bisio, Rodolfo Zunino
An ELM-based model for affective analogical reasoning. Neurocomputing 149 (2015)
Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria
AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis. AAAI (2015)
Federica Bisio, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria
A learning scheme based on similarity functions for affective common-sense reasoning. IJCNN (2015)
Federica Bisio, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi
Semi-supervised machine learning approach for unknown malicious software detection. INISTA (2014)
Federica Bisio, Paolo Gastaldo, Claudia Meda, Stefano Nasta, Rodolfo Zunino
Machine Learning-Based System for Detecting Unseen Malicious Software. ApplePies (2014)
Claudia Meda, Federica Bisio, Paolo Gastaldo, Rodolfo Zunino
A machine learning approach for Twitter spammers detection. ICCST (2014)
Rodolfo Zunino, Federica Bisio, Chiara Peretti, Roberto Surlinelli, Eugenio Scillia, Augusto Ottaviano, Fabio Sangiacomo
An analyst-adaptive approach to focused crawlers. ASONAM (2013)
Federica Bisio, Paolo Gastaldo, Chiara Peretti, Rodolfo Zunino, Erik Cambria
Data intensive review mining for sentiment classification across heterogeneous domains. ASONAM (2013)
Ilaria Angeloni, Federica Bisio, Alessandro De Gloria, Daniele Mori, Carlotta Capurro, Lauro Magnani
A Virtual Museum for Flemish artworks. A digital reconstruction of Genoese collections. VSMM (2012)