Feature selection library (MATLAB toolbox)

G Roffo - arXiv preprint arXiv:1607.01327, 2016 - arxiv.org
Feature Selection Library (FSLib) is a widely applicable MATLAB library for Feature
Selection (FS). FS is an essential component of machine learning and data mining which …

Emotion detection from micro-blogs using novel input representation

F Anzum, ML Gavrilova - Ieee Access, 2023 - ieeexplore.ieee.org
Emotion is a natural intrinsic state of mind that drives human behavior, social interaction,
and decision-making. Due to the rapid expansion in the current era of the Internet, online …

Latent personality traits assessment from social network activity using contextual language embedding

PK KN, ML Gavrilova - IEEE Transactions on Computational …, 2021 - ieeexplore.ieee.org
Recognizing author identity from digital footprints without having a large corpus of
documents from an individual is of keen interest to security researchers and government …

User recognition from social behavior in computer-mediated social context

M Sultana, PP Paul… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Social interactions are integral part of human behavior. Although social interactions are
likely to possess unique behavioral patterns, their significance for automated user …

Faved! biometrics: Tell me which image you like and I'll tell you who you are

P Lovato, M Bicego, C Segalin, A Perina… - IEEE Transactions …, 2014 - ieeexplore.ieee.org
This paper builds upon the belief that every human being has a built-in image aesthetic
evaluation system. This sort of personal aesthetics mostly follows certain aesthetic rules …

Incorporating feature selection methods into a machine learning-based neonatal seizure diagnosis

M Açıkoğlu, SA Tuncer - Medical hypotheses, 2020 - Elsevier
The present study developed a feature selection (FS)-based decision support system using
the electroencephalography (EEG) signals recorded from neonates with and without …

Ranking to learn and learning to rank: On the role of ranking in pattern recognition applications

G Roffo - arXiv preprint arXiv:1706.05933, 2017 - arxiv.org
The last decade has seen a revolution in the theory and application of machine learning and
pattern recognition. Through these advancements, variable ranking has emerged as an …

Personal aesthetics for soft biometrics: a generative multi-resolution approach

C Segalin, A Perina, M Cristani - … of the 16th International Conference on …, 2014 - dl.acm.org
Are we recognizable by our image preferences? This paper answers affirmatively the
question, presenting a soft biometric approach where the preferred images of an individual …

Statistical analysis of personality and identity in chats using a keylogging platform

G Roffo, C Giorgetta, R Ferrario, W Riviera… - Proceedings of the 16th …, 2014 - dl.acm.org
Interacting via text chats can be considered as a hybrid type of communication, in which
textual information delivery follows turn-taking dynamics, resembling spoken interactions. An …

Trusting skype: Learning the way people chat for fast user recognition and verification

G Roffo, M Cristani, L Bazzani, H Minh… - Proceedings of the …, 2013 - cv-foundation.org
Identity safekeeping on chats has recently become an important problem on social networks.
One of the most important issues is identity theft, where impostors steal the identity of a …