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Publications:  Dr Fabrizio Smeraldi

Abdollahyan M, Smeraldi F, Patel R, Bessant C (2020). Investigating Comorbidity of Mental and Physical Disorders in Online Health Forums. ACM International Conference Proceeding Series.
10.1145/3378184.3378195
Smeraldi F, Bianconi F, Fernández A, González E(2020). Partial order rank features in colour space. Applied Sciences (Switzerland) vol. 10, (2)
10.3390/app10020499
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 (Switzerland) vol. 9, (4)
10.3390/app9040738
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.
10.3389/fpsyg.2019.00071
https://qmro.qmul.ac.uk/xmlui/handle/123456789/56379
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
10.23919/EUSIPCO.2018.8553252
https://qmro.qmul.ac.uk/xmlui/handle/123456789/54947
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, (8) 1345-1354.
10.1142/S0129054118430074
https://qmro.qmul.ac.uk/xmlui/handle/123456789/54943
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.
10.1007/978-3-319-59480-4_1
https://qmro.qmul.ac.uk/xmlui/handle/123456789/31357
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.
10.3233/978-1-61499-929-4-274
https://qmro.qmul.ac.uk/xmlui/handle/123456789/54944
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,
10.1109/ICCVW.2017.126
https://qmro.qmul.ac.uk/xmlui/handle/123456789/31356
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,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/31358
Bianconi F, Smeraldi F, Abdollahyan M, Xiao P (2017). On the use of skin texture features for gender recognition: An experimental evaluation. 2016 6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016.
10.1109/IPTA.2016.7821018
https://qmro.qmul.ac.uk/xmlui/handle/123456789/22456
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
10.1111/srt.12348
https://qmro.qmul.ac.uk/xmlui/handle/123456789/18008
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,
10.1007/978-3-319-45741-3_10
https://qmro.qmul.ac.uk/xmlui/handle/123456789/13487
Theodorou L, Healey PGT, Smeraldi F (2016). Exploring audience behaviour during contemporary dance performances. ACM International Conference Proceeding Series. vol. 05-06-July-2016,
10.1145/2948910.2948928
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.
10.1016/j.dss.2016.02.012
https://qmro.qmul.ac.uk/xmlui/handle/123456789/12356
Panaousis E, Fielder A, Malacaria P, Hankin C, Smeraldi F (2014). Cybersecurity games and investments: A decision support approach. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 8840, 266-286.
10.1007/978-3-319-12601-2_15
Fielder A, Panaousis E, Malacaria P, Hankin C, Smeraldi F (2014). Game Theory Meets Information Security Management. 15-29.
10.1007/978-3-642-55415-5_2
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.
10.1007/978-3-642-55415-5_2
https://qmro.qmul.ac.uk/xmlui/handle/123456789/31355
Smeraldi F, Malacaria P(2014). How to spend it: Optimal investment for cyber security. ACM International Conference Proceeding Series
10.1145/2602945.2602952
MALACARIA P, SMERALDI F(2013). Thermodynamic Aspects of Confidentiality. Information and Computation vol. 226, 76-93.
10.1016/j.ic.2013.03.006
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,
10.3389/fnsys.2013.00065
https://qmro.qmul.ac.uk/xmlui/handle/123456789/12692
Malacaria P, Smeraldi F(2012). The thermodynamics of confidentiality. Proceedings of the Computer Security Foundations Workshop280-290.
10.1109/CSF.2012.18
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.
10.1109/CSF.2012.18
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.
10.1109/IROS.2011.6048694
Tao D, Li Z, Li J, Katsaggelos A, Bian W, Chen Y, Fan J, Hu Y et al. (2011). Preface. Proceedings - IEEE International Conference on Data Mining, ICDM.
10.1109/ICDMW.2011.199
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,
10.1109/IROS.2011.6095002
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).
10.1007/978-3-642-21557-5_31
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.
10.1007/978-3-642-15120-0_11
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).
10.1109/ICIP.2009.5413803
Azzopardi G, Smeraldi F (2009). Variance ranklets: orientation–selective rank features for contrast modulations. Proceedings of the British Machine Vision Conference, London (UK).
10.5244/C.23.73
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.
10.1109/TCSVT.2007.903781
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.
10.1016/j.imavis.2005.10.004
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.
10.1016/j.imavis.2005.10.004
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.
Franceschi E, Odone F, Smeraldi F, Verri A (2005). Feature selection with nonparametric statistics. Proceedings - International Conference on Image Processing, ICIP. vol. 1, 325-328.
10.1109/ICIP.2005.1529753
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
10.5244/C.19.79
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.
10.1109/ICIP.2005.1530343
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.
10.1109/CVPR.2004.406
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.
10.1109/TNN.2004.826221
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.
10.1016/S0167-8655(03)00078-3
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.
10.1007/3-540-44887-x_42
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.
10.1016/S0167-8655(01)00178-7
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.
10.1109/ICPR.2002.1047924
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.
10.1007/3-540-45665-1_19
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.
10.1016/S0262-8856(99)00080-3
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.
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