Publications: Dr Fabrizio Smeraldi
Buchicchio E, De Angelis A, Santoni F, Carbone P, Bianconi F, Smeraldi F
(
2023
)
.
Battery SOC estimation from EIS data based on machine learning and equivalent circuit model
.
Energy
vol.
283
,
Bessant C, Abdollahyan M, Smeraldi F
(
2023
)
.
CO51 Understanding the Lived Experience of Patients By Mining Online Health Boards
.
Value in Health
vol.
26
,
(
6
)
s23
-
s24
.
Byrom B, Bessant C, Smeraldi F, Abdollahyan M, Bridges Y, Chowdhury M, Tahsin A
(
2023
)
.
Deriving Meaningful Aspects of Health Related to Physical Activity in Chronic Disease: Concept Elicitation Using Machine Learning–Assisted Coding of Online Patient Conversations
.
Value in Health
vol.
26
,
(
7
)
1057
-
1066
.
Bessant C, Abdollahyan M, Smeraldi F
(
2023
)
.
UNDERSTANDING THE LIVED EXPERIENCE OF PATIENTS BY MINING ONLINE HEALTH BOARDS
.
VALUE IN HEALTH
.
vol.
26
,
S23
-
S24
.
Buchicchio E, Bianconi F, Smeraldi F, De Angelis A, Santoni F, Carbone P
(
2022
)
.
Battery state of charge estimation using machine learning and electrochemical impedance spectroscopy measurements
.
Science Talks
vol.
4
,
(
IEEE Instrument. Measur. Mag. 25 3 May 2022
)
Buchicchio E, De Angelis A, Santoni F, Carbone P, Bianconi F, Smeraldi F
(
2022
)
.
LiBEIS : A software tool for broadband electrochemical impedance spectroscopy of lithium-ion batteries
.
Software Impacts
vol.
14
,
Bessant C, Bridges Y, Chowdhury M, Tahsin A, Abdollahyan M, Smeraldi F, Byrom B
(
2022
)
.
PCR3 Assessing Concept Saturation and Sample Representativeness When Using Social Media Data to Inform Concept Elicitation Studies
.
Value in Health
vol.
25
,
(
12
)
Buchicchio E, De Angelis A, Santoni F, Carbone P, Bianconi F, Smeraldi F
(
2022
)
.
Dataset on broadband electrochemical impedance spectroscopy of Lithium-Ion batteries for different values of the state-of-charge
.
Data in Brief
vol.
45
,
Hunt GP, Grassi L, Henkin R, Smeraldi F, Spargo TP, Kabiljo R, Koks S, Ibrahim Z et al.
(
2022
)
.
GEOexplorer: a webserver for gene expression analysis and visualisation
.
Nucleic Acids Research
vol.
50
,
(
W1
)
w367
-
w374
.
Bessant C, Bridges Y, Chowdhury M, Tahsin A, Abdollahyan M, Smeraldi F, Byrom B
(
2022
)
.
ASSESSING CONCEPT SATURATION AND SAMPLE REPRESENTATIVENESS WHEN USING SOCIAL MEDIA DATA TO INFORM CONCEPT ELICITATION STUDIES
.
VALUE IN HEALTH
.
vol.
25
,
S390
-
S390
.
Bridges Y, Chowdhury M, Tahsin A, Bessant C, Abdollahyan M, Smeraldi F, Byrom B
(
2022
)
.
IDENTIFICATION OF MEANINGFUL ASPECTS OF PHYSICAL ACTIVITY: CONCEPT ELICITATION BY AI-ASSISTED CODING OF ONLINE PATIENT CONVERSATIONS
.
VALUE IN HEALTH
.
vol.
25
,
S226
-
S226
.
Bridges Y, Chowdhury M, Tahsin A, Bessant C, Abdollahyan M, Smeraldi F, Byrom B
(
2022
)
.
POSB338 Identification of Meaningful Aspects of Physical Activity: Concept Elicitation By AI-Assisted Coding of Online Patient Conversations
.
Value in Health
vol.
25
,
(
1
)
Bianconi F, Fernández A, Smeraldi F, Pascoletti G
(
2021
)
.
Colour and Texture Descriptors for Visual Recognition: A Historical Overview
.
Journal of Imaging
vol.
7
,
(
11
)
Patel R, Smeraldi F, Abdollahyan M, Irving J, Bessant C
(
2021
)
.
Analysis of mental and physical disorders associated with COVID-19 in online health forums: a natural language processing study
.
BMJ Open
vol.
11
,
(
11
)
Abdollahyan M, Smeraldi F, Patel R, Bessant C
(
2020
)
.
Investigating Comorbidity of Mental and Physical Disorders in Online Health Forums
.
Conference:
Proceedings of the 3rd International Conference on Applications of Intelligent Systems1
-
5
.
Smeraldi F, Bianconi F, Fernández A, González E
(
2020
)
.
Partial Order Rank Features in Colour Space
.
Applied Sciences
vol.
10
,
(
2
)
Bello-Cerezo R, Bianconi F, Di Maria F, Napoletano P, Smeraldi F
(
2019
)
.
Comparative Evaluation of Hand-Crafted Image Descriptors vs. Off-the-Shelf CNN-Based Features for Colour Texture Classification under Ideal and Realistic Conditions
.
Applied Sciences
vol.
9
,
(
4
)
Theodorou L, Healey PGT, Smeraldi F
(
2019
)
.
Engaging With Contemporary Dance: What Can Body Movements Tell us About Audience Responses?
.
Front Psychol
vol.
10
,
71
-
71
.
Abdollahyan M, Elgar G, Smeraldi F
(
2018
)
.
Identifying Potential Regulatory Elements by Transcription Factor Binding Site Alignment Using Partial Order Graphs
.
International Journal of Foundations of Computer Science
vol.
29
,
(
08
)
1345
-
1354
.
ABDOLLAHYAN M, Cascianelli S, Bellocchio E, Costante G, Ciarfuglia TA, Bianconi F, SMERALDI F, Fravolini ML
(
2018
)
.
Visual Localization in the Presence of Appearance Changes Using the Partial Order Kernel
.
Conference:
European Signal Processing Conference
Abdollahyan M, Mondragón RJ, Bessant C, Smeraldi F
(
2018
)
.
Visualising the topological structure of health-elated message board user networks
.
Frontiers in Artificial Intelligence and Applications
.
vol.
310
,
274
-
279
.
Fernandez A, Lima D, Bianconi F, SMERALDI F
(
2017
)
.
Compact color texture descriptor based on rank transform and product ordering in the RGB color space
.
Conference:
International Conference on Computer Vision Workshops (CEFRL-ICCV)
(
Venice, Italy
)
from:
22/10/2017
to:
29/10/2017
,
Bello-Cerezo R, Bianconi F, Cascianelli S, Fravolini ML, di Maria F, Smeraldi F
(
2018
)
.
Hand-Designed Local Image Descriptors vs. Off-the-Shelf CNN-Based Features for Texture Classification: An Experimental Comparison
.
Smart Innovation, Systems and Technologies
.
vol.
76
,
1
-
10
.
ABDOLLAHYAN M, SMERALDI F
(
2017
)
.
POKer: a Partial Order Kernel for Comparing Strings with Alternative Substrings
.
Conference:
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
(
Bruges, Belgium
)
from:
26/04/2017
to:
28/04/2017
,
Bianconi F, Smeraldi F, Abdollahyan M, Xiao P
(
2016
)
.
On the Use of Skin Texture Features for Gender Recognition: An Experimental Evaluation
.
Conference:
2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA)1
-
6
.
Bianconi F, Chirikhina E, Smeraldi F, Bontozoglou C, Xiao P
(
2016
)
.
Personal identification based on skin texture features from the forearm and multi-modal imaging
.
Skin Res Technol
KHOUZANI MHR, MALACARIA P, HANKIN C, FIELDER A, SMERALDI F
(
2016
)
.
Efficient Numerical Frameworks for Multi-Objective Cyber Security Planning
.
Conference:
European Symposium on Research in Computer Security (ESORICS) 2016
(
Heraklion, Crete, Greece
)
from:
26/09/2016
to:
30/09/2016
,
Theodorou L, Healey PGT, Smeraldi F
(
2016
)
.
Exploring Audience Behaviour During Contemporary Dance Performances
.
Conference:
Proceedings of the 3rd International Symposium on Movement and Computing1
-
7
.
Fielder A, Panaousis E, Malacaria P, Hankin C, Smeraldi F
(
2016
)
.
Decision support approaches for cyber security investment
.
Decision Support Systems
vol.
86
,
Article
C
,
13
-
23
.
Smeraldi F, Malacaria P
(
2014
)
.
How to spend it
.
1
-
4
.
Panaousis E, Fielder A, Malacaria P, Hankin C, Smeraldi F
(
2014
)
.
Cybersecurity Games and Investments: A Decision Support Approach
.
Lecture Notes in Computer Science
.
vol.
8840
,
266
-
286
.
Fielder A, Panaousis E, Malacaria P, Hankin C, Smeraldi F
(
2014
)
.
Game Theory Meets Information Security Management
.
IFIP Advances in Information and Communication Technology
.
vol.
428
,
15
-
29
.
MALACARIA P, SMERALDI F
(
2013
)
.
Thermodynamic Aspects of Confidentiality
.
Information and Computation
vol.
226
,
76
-
93
.
Parker MO, Ife D, Ma J, Pancholi M, Smeraldi F, Straw C, Brennan CH
(
2013
)
.
Development and automation of a test of impulse control in zebrafish
.
Front Syst Neurosci
vol.
7
,
Malacaria P, Smeraldi F
(
2012
)
.
The thermodynamics of confidentiality
.
Proceedings of the Computer Security Foundations Workshop280
-
290
.
MALACARIA P, SMERALDI F
(
2012
)
.
The Thermodynamics of Confidentiality
.
Computer Security Foundations Symposium (CSF), 2012 IEEE 25th
.
Editors:
Cortier, V, Zdancewic, S
,
Conference:
25th IEEE Computer Security Foundations Symposium
(
Harvard, MA, USA
)
from:
25/06/2012
to:
27/06/2012
,
280
-
290
.
Ciliberto C, Smeraldi F, Natale L, Metta G
(
2011
)
.
Online multiple instance learning applied to hand detection in a humanoid robot
.
IEEE International Conference on Intelligent Robots and Systems
.
1526
-
1532
.
Bian W
(
2011
)
.
Preface to the Large Scale Visual Analytics Workshop
.
Conference:
2011 IEEE 11th International Conference on Data Mining Workshopsxliii
-
xliv
.
Ciliberto C, Smeraldi F, Natale L, Metta G
(
2011
)
.
Online Multiple Instance Learning applied to hand detection in a humanoid robot
.
Proc. of IROS, San Francisco (USA)
.
Conference:
Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
(
Genova, Italy
)
from:
25/09/2011
to:
30/09/2011
,
Smeraldi F, Bicego M, Cristani M, Murino V
(
2011
)
.
CLOOSTING: CLustering data with bOOSTING
.
To appear in the Proceedings of the 10th International Workshop on Multiple Classifier Systems, Naples (Italy)
.
Smeraldi F, Martinez-Alvarez M, Frommholz I, Roelleke T
(
2011
)
.
On the probabilistic logical modelling of quantum and geometrically–inspired IR
.
Proceeding of the 2nd Italian Information Retrieval Workshop, Milan (Italy)
.
Smeraldi F, Defoin-Platel M, Saqi M
(
2010
)
.
Handling missing features with boosting algorithms for protein–protein interaction prediction
.
Proceedings of the 7th International Conference on Data Integration in the Life Sciences (DILS’10), Gothenburg (Sweden)
.
132–147
-
132–147
.
Martinez-Alvarez M, Smeraldi F, Roelleke T
(
2010
)
.
A descriptive approach to modelling learning
.
Proceedings of the 1st Spanish Conference on Information Retrieval (CERI 2010), Madrid (Spain)
.
183–194
-
183–194
.
Martinez-Alvarez M, Smeraldi F, Roelleke T
(
2010
)
.
A descriptive approach to modelling learning
.
Proceedings of the 1st Spanish Information Retrieval Conference (CERI), MadridB (Spain)
.
183
-
194
.
Smeraldi F, Defoin-Platel M, Saqi M
(
2010
)
.
Handling Missing Features with Boosting Algorithms for Protein-Protein Interaction Prediction
.
DATA INTEGRATION IN THE LIFE SCIENCES
.
Editors:
Lambrix, P, Kemp, G
,
vol.
6254
,
132
-
147
.
Smeraldi F
(
2009
)
.
Fast algorithms for the computation of ranklets
.
Proceedings of ICIP, Cairo (Egypt)
.
Azzopardi G, Smeraldi F
(
2009
)
.
Variance ranklets: orientation–selective rank features for contrast modulations
.
Proceedings of the British Machine Vision Conference, London (UK)
.
Malacaria P, Smeraldi F
(
2009
)
.
On Adaboost and optimal betting strategies
.
Proceedings of the 5th International Conference on Data Mining (DMIN/WORLDCOMP)
.
326–332
-
326–332
.
Malacaria P, Smeraldi F
(
2008
)
.
On Adaboost and optimal betting strategies
.
Proceedings of the 1st national ICT conference (WICT), Valletta (Malta)
.
MAGGIO E, SMERALDI F, CAVALLARO A
(
2007
)
.
Adaptive multi-feature tracking in a particle filtering framework
.
IEEE Transactions on Circuits and Systems for Video Technology
vol.
17 Issue 10
,
1348
-
1359
.
Maggio E, Smeraldi F, Cavallaro A
(
2007
)
.
Adaptive multi–feature tracking in a particle filter framework
.
IEEE Transactions on Circuits and Systems for Video Technology
vol.
17
,
Article
10
,
1348–1359
-
1348–1359
.
Del Bue A, Smeraldi F, Agapito L
(
2007
)
.
Non-rigid structure from motion using ranklet-based tracking and non-linear optimization
.
IMAGE VISION COMPUT
vol.
25
,
(
3
)
297
-
310
.
Bue AD, Smeraldi F, Agapito L
(
2007
)
.
Non-rigid structure from motion using ranklet–based tracking and non-linear optimization
.
Image and Vision Computing
vol.
25
,
Article
3
,
297–310
-
297–310
.
Franceschi E, Odone F, Smeraldi F, Verri A
(
2005
)
.
A classical tool revisited: Object detection by statistical testing
.
Proceedings of the SICE Annual Conference
.
2961
-
2964
.
Smeraldi F, CAVALLARO A, Maggio E
(
2005
)
.
Combining Colour and Orientation for Adaptive Particle Filter-based Tracking
.
Conference:
British Machine Vision Conference (BMVC), Oxford, 6-8 September 2005
Franceschi E, Odone F, Smeraldi F, Verri A
(
2005
)
.
Feature Selection with Nonparametric Statistics
.
Conference:
IEEE International Conference on Image Processing 2005
vol.
1
,
322
-
325
.
Franceschi E, Odone F, Smeraldi F, Verri A
(
2005
)
.
Feature selection with nonparametric statistics
.
2005 International Conference on Image Processing (ICIP), Vols 1-5
.
1085
-
1088
.
Smeraldi F, Del Bue A, Agapito L
(
2005
)
.
Tracking points on deformable objects with ranklets
.
2005 International Conference on Image Processing (ICIP), Vols 1-5
.
3749
-
3752
.
Bue AD, Smeraldi F, Agapito L
(
2004
)
.
Non-rigid structure from motion using nonparametric tracking and non-linear optimization
.
IEEE Workshop in Articulated and Nonrigid Motion ANM04, held in conjunction with CVPR2004
.
8–8
-
8–8
.
Arleo A, Smeraldi F, Gerstner W
(
2004
)
.
Cognitive navigation based on nonuniform Gabor space sampling, unsupervised growing networks, and reinforcement learning
.
IEEE Trans Neural Netw
vol.
15
,
(
3
)
639
-
652
.
SMERALDI F, Verri A, Odone F, Franceschi E
(
2004
)
.
Finding objects with hypothesis testing
.
Conference:
Proceedings of the Workshop on Learning for Adaptable Visual Systems, in conjunction with ICPR'04, Cambridge, UK
SMERALDI F, Agapito L, Del Bue A
(
2004
)
.
Non-rigid structure from motion using nonparametric tracking and non-linear optimization
.
Conference:
IEEE Workshop in Articulated and Nonrigid Motion ANMO4, held in conjunction with CVPR2004, Washington D.C (USA)
Smeraldi F, Bigun J
(
2003
)
.
Special issue - Audio- and Video-Based Biometric Person Authentication (AVBPA 2001) - Preface
.
PATTERN RECOGN LETT
vol.
24
,
(
13
)
2103
-
2104
.
Smeraldi F
(
2003
)
.
A Nonparametric approach to face detection using ranklets
.
AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
.
Editors:
Kittler, J, Nixon, MS
,
vol.
2688
,
351
-
359
.
SMERALDI F, Rob M
(
2003
)
.
Ranklets on hexagonal pixel lattices
.
Conference:
Proceedings of the British Machine Vision Conference. Norwich, UK. vol 1
Smeraldi F, Bigun J
(
2002
)
.
Retinal vision applied to facial features detection and face authentication
.
PATTERN RECOGN LETT
vol.
23
,
(
4
)
463
-
475
.
Smeraldi F
(
2002
)
.
Ranklets: orientation selective non-parametric features applied to face detection
.
16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL III, PROCEEDINGS
.
Editors:
Kasturi, R, Laurendeau, D, Suen, C
,
379
-
382
.
Smeraldi F, Bigun J, Gerstner W
(
2002
)
.
Support vector features and the role of dimensionality in face authentication
.
PATTERN RECOGNITON WITH SUPPORT VECTOR MACHINES, PROCEEDINGS
.
Editors:
Lee, SE, Verri, A
,
vol.
2388
,
249
-
259
.
Bigun J, Smeraldi F
(
2001
)
.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
.
various
(
2001
)
.
Audio-- and video-- based biometric person authentication, third international conference: proceedings
.
Editors:
Bigun, J, Smeraldi, F
,
Springer
Arleo A, Smeraldi F, Hug S, Gerstner W
(
2001
)
.
Place cells and spatial navigation based on 2D visual feature extraction, path integration, and reinforcement learning
.
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 13
.
Editors:
Leen, TK, Dietterich, TG, Tresp, V
,
vol.
13
,
89
-
95
.
Bigun J, Smeraldi F
(
2001
)
.
Preface
.
Arleo A, Smeraldi F, Hug S, Gerstner W
(
2000
)
.
Place cells and spatial navigation based on vision, path integration, and reinforcement learning
.
Advances in Neural Information Processing Systems
.
vol.
13
,
89–95
-
89–95
.
Matas J, Hamouz M, Jonsson K, Kittler J, Li Y, Kotropoulos C, Tefas A, Pitas I et al.
(
2000
)
.
Comparison of face verification results on the XM2VTS database
.
Proceedings of the 15th International Conference on Pattern Recognition, Barcelona (Spain), September 2000
.
vol.
4
,
858–863
-
858–863
.
Smeraldi F, Bigün J, Gerstner W
(
2000
)
.
On the role of dimensionality in face authentication
.
Proceedings of the Symposium of the Swedish Society for Automated Image Analysis, Halmstad (Sweden)
.
87–91
-
87–91
.
Matas J, Hamouz M, Jonsson K, Kittler J, Li Y, Kotropoulos C, Tefas A, Pitas I et al.
(
2000
)
.
Comparison of face verification results on the XM2VTS database
.
15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 4, PROCEEDINGS
.
Editors:
Sanfeliu, A, Villanueva, JJ, Vanrell, M, Alquezar, R et al.
,
858
-
863
.
Smeraldi F, Carmona O, Bigün J
(
2000
)
.
Saccadic search with Gabor features applied to eye detection and real-time head tracking
.
Image and Vision Computing
vol.
18
,
Article
4
,
323–329
-
323–329
.
Smeraldi F, Capdevielle N, Bigün J
(
1999
)
.
Facial features detection by saccadic exploration of the Gabor decomposition and Support Vector Machines
.
Proceedings of the 11th Scandinavian Conference on Image Analysis – SCIA 99, Kangerlussuaq, Greenland
.
vol.
I
,
39-44
-
39-44
.
Smeraldi F, Capdevielle N, Bigün J
(
1999
)
.
Gabor decomposition driven saccades applied to facial features detection for visual biometrics applications
.
Proceedings of the 1999 Symposium of the Swedish Society for Automated Image Analysis, Göteborg (Sweden)
.
85–88
-
85–88
.
Smeraldi F, Capdevielle N, Bigun J
(
1999
)
.
Face Authentication by retinotopic sampling of the Gabor decomposition and Support Vector Machines
.
Audio and Video based Person Authentication - AVBPA99
.
125–129
-
125–129
.
Smeraldi F, Bigun J
(
1998
)
.
Facial features detection by saccadic exploration of the Gabor decomposition
.
International Conference on Image Processing, ICIP-98, Chicago, October 4-7
.
vol.
3
,
163–167
-
163–167
.
Bigun J, Duc B, Fischer S, Makarov A, Smeraldi F
(
1998
)
.
Multi modal person authentication
.
Nato-Asi advanced study on face recogniton
.
Editors:
HWE, A
,
vol.
F 163
,
26–50
-
26–50
.
Smeraldi F, Carmona O, Bigun J
(
1998
)
.
Real–Time Head Tracking by Saccadic Exploration and Gabor Decomposition
.
Proceedings of the 5th International Workshop on Advanced Motion Control
.
Editors:
Almeida, AT, Araujo, H
,
vol.
IEEE Cat. Num. 98TH8
,
684–687
-
684–687
.