Needs and challenges in human computer interaction for processing social emotional information

A Esposito, AM Esposito, C Vogel - Pattern Recognition Letters, 2015 - Elsevier
Demand for and delivery so far of sophisticated computational instruments able to
recognize, process and store relevant interactional signals, as well as interact with people …

Orthogonal search-based rule extraction (OSRE) for trained neural networks: a practical and efficient approach

TA Etchells, PJG Lisboa - IEEE transactions on neural networks, 2006 - ieeexplore.ieee.org
There is much interest in rule extraction from neural networks and a plethora of different
methods have been proposed for this purpose. We discuss the merits of pedagogical and …

On the recognition of emotional vocal expressions: motivations for a holistic approach

A Esposito, AM Esposito - Cognitive processing, 2012 - Springer
Human beings seem to be able to recognize emotions from speech very well and
information communication technology aims to implement machines and agents that can do …

Cultural specific effects on the recognition of basic emotions: A study on Italian subjects

A Esposito, MT Riviello, N Bourbakis - HCI and Usability for e-Inclusion …, 2009 - Springer
The present work reports the results of perceptual experiments aimed to investigate if some
of the basic emotions are perceptually privileged and if the cultural environment and the …

A cross-cultural study on the perception of emotions: How Hungarian subjects evaluate American and Italian emotional expressions

MT Riviello, A Esposito, K Vicsi - … Germany, February 21-26, 2011, Revised …, 2012 - Springer
In the present work a cross-modal evaluation of the visual and auditory channels in
conveying emotional information is conducted through perceptual experiments aimed at …

Affect in multimodal information

A Esposito - Affective information processing, 2009 - Springer
In face-to-face communication, the emotional state of the speaker is transmitted to the
listener through a synthetic process that involves both the verbal and thenonverbal …

Confidence about possible explanations

B Apolloni, S Bassis - IEEE Transactions on Systems, Man, and …, 2011 - ieeexplore.ieee.org
We revise the notion of confidence with which we estimate the parameters of a given
distribution law in terms of their compatibility with the sample we have observed. This is a …

Learning rule representations from data

B Apolloni, A Brega, D Malchiodi… - … on Systems, Man …, 2006 - ieeexplore.ieee.org
We discuss a procedure which extracts statistical and entropic information from data in order
to discover Boolean rules underlying them. We work within a granular computing framework …

Feature selection via Boolean independent component analysis

B Apolloni, S Bassis, A Brega - Information Sciences, 2009 - Elsevier
We devise a feature selection method in terms of a follow-out utility of a special classification
procedure. In turn, we root the latter on binary features which we extract from the input …

Mobility timing for agent communities, a cue for advanced connectionist systems

B Apolloni, S Bassis, E Pagani… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
We introduce a wait-and-chase scheme that models the contact times between moving
agents within a connectionist construct. The idea that elementary processors move within a …