Carlo Sansone

According to our database1, Carlo Sansone authored at least 167 papers between 1995 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Introduction to the special issue on robustness, security and regulation aspects in current biometric systems (RSRA-BS).
Pattern Recognition Letters, 2019

HOLMeS: eHealth in the Big Data and Deep Learning Era.
Information, 2019

A computer-aided diagnosis system for HEp-2 fluorescence intensity classification.
Artificial Intelligence in Medicine, 2019

Catfish density estimation by aerial images analysis and deep learning.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

A Business Reputation Methodology Using Social Network Analysis.
Proceedings of the Pervasive Systems, Algorithms and Networks, 2019

An Adversarial Perturbation Approach Against CNN-based Soft Biometrics Detection.
Proceedings of the International Joint Conference on Neural Networks, 2019

Skin Lesions Classification: A Radiomics Approach with Deep CNN.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Adversarial Perturbations Against Fingerprint Based Authentication Systems.
Proceedings of the 2019 International Conference on Biometrics, 2019

Reproducibility of Deep CNN for Biomedical Image Processing Across Frameworks and Architectures.
Proceedings of the 27th European Signal Processing Conference, 2019

DCE-MRI Breast Lesions Segmentation with a 3TP U-Net Deep Convolutional Neural Network.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification.
Proceedings of the Computer Analysis of Images and Patterns, 2019

2018
A deep learning approach for iris sensor model identification.
Pattern Recognition Letters, 2018

Comprehensive computer-aided diagnosis for breast T1-weighted DCE-MRI through quantitative dynamical features and spatio-temporal local binary patterns.
IET Computer Vision, 2018

On Reproducibility of Deep Convolutional Neural Networks Approaches.
Proceedings of the Reproducible Research in Pattern Recognition, 2018

Breast Segmentation in MRI via U-Net Deep Convolutional Neural Networks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
Blind PRNU-Based Image Clustering for Source Identification.
IEEE Trans. Information Forensics and Security, 2017

A study of co-occurrence based local features for camera model identification.
Multimedia Tools Appl., 2017

ECG databases for biometric systems: A systematic review.
Expert Syst. Appl., 2017

Automatically analyzing groups of crashes for finding correlations.
Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

Training convolutional neural networks for semantic classification of remote sensing imagery.
Proceedings of the Joint Urban Remote Sensing Event, 2017

An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

PRNU-Based Forgery Localization in a Blind Scenario.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

LivDet iris 2017 - Iris liveness detection competition 2017.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Chatbots Meet eHealth: Automatizing Healthcare.
Proceedings of the Workshop on Artificial Intelligence with Application in Health co-located with the 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

2016
Using iris and sclera for detection and classification of contact lenses.
Pattern Recognition Letters, 2016

Recommending multimedia visiting paths in cultural heritage applications.
Multimedia Tools Appl., 2016

Correlation clustering for PRNU-based blind image source identification.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2016

Biometric Spoofing Detection by a Domain-Aware Convolutional Neural Network.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
An Investigation of Local Descriptors for Biometric Spoofing Detection.
IEEE Trans. Information Forensics and Security, 2015

Iris liveness detection for mobile devices based on local descriptors.
Pattern Recognition Letters, 2015

Local contrast phase descriptor for fingerprint liveness detection.
Pattern Recognition, 2015

A secure, scalable and versatile multi-layer client-server architecture for remote intelligent data processing.
J. Reliable Intelligent Environments, 2015

Managing 3D objects for real world scenes reconstruction.
IJCSE, 2015

Land Use Classification in Remote Sensing Images by Convolutional Neural Networks.
CoRR, 2015

Subject identification via ECG fiducial-based systems: Influence of the type of QT interval correction.
Computer Methods and Programs in Biomedicine, 2015

Data-driven selection of motion correction techniques in breast DCE-MRI.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

Counter-forensics in machine learning based forgery detection.
Proceedings of the Media Watermarking, 2015

Decision Tree-Based Multiple Classifier Systems: An FPGA Perspective.
Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

LBP-TOP for Volume Lesion Classification in Breast DCE-MRI.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Evaluation of Residual-Based Local Features for Camera Model Identification.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks.
Proceedings of the International Conference on Biometrics, 2015

Suitability of a low cost system for quantitative motion capture applications.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Keystroke dynamics recognition based on personal data: A comparative experimental evaluation implementing reproducible research.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

2014
A Bayesian-MRF Approach for PRNU-Based Image Forgery Detection.
IEEE Trans. Information Forensics and Security, 2014

Contact Lens Detection and Classification in Iris Images through Scale Invariant Descriptor.
Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

A Framework for Recommending Multimedia Cultural Visiting Paths.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

One-Class SVM Based Approach for Detecting Anomalous Audio Events.
Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014

Biologically-Inspired Dense Local Descriptor for Indirect Immunofluorescence Image Classification.
Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014

Attacking the triangle test in sensor-based camera identification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Guided filtering for PRNU-based localization of small-size image forgeries.
Proceedings of the IEEE International Conference on Acoustics, 2014

A Method of Topic Detection for Great Volume of Data.
Proceedings of the DATA 2014, 2014

A Method for Topic Detection in Great Volumes of Data.
Proceedings of the Data Management Technologies and Applications, 2014

A Novel Model-Based Measure for Quality Evaluation of Image Registration Techniques in DCE-MRI.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013
Multiple Classifier Systems: Theory, Applications and Tools.
Proceedings of the Handbook on Neural Information Processing, 2013

PRNU-based forgery detection with regularity constraints and global optimization.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

A novel approach for detecting alerts in urban pollution monitoring with low cost sensors.
Proceedings of the 2nd IEEE International Workshop on Measurements & Networking, 2013

Automatic Lesion Detection in Breast DCE-MRI.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A Multiple Classifier Approach for Detecting Naked Human Bodies in Images.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Multiple Classifier Systems for Image Forgery Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Recommending Multimedia Objects in Cultural Heritage Applications.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Online IRC botnet detection using a SOINN classifier.
Proceedings of the IEEE International Conference on Communications, 2013

A Secure OsiriX Plug-In for Detecting Suspicious Lesions in Breast DCE-MRI.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2013

Combining Syntactic and Semantic Vector Space Models in the Health Domain by using a Clustering Ensemble.
Proceedings of the HEALTHINF 2013, 2013

A Semantic Search Engine in the Cloud.
Proceedings of the Eighth International Conference on P2P, 2013

2012
Combining perspiration- and morphology-based static features for fingerprint liveness detection.
Pattern Recognition Letters, 2012

Automatically building datasets of labeled IP traffic traces: A self-training approach.
Appl. Soft Comput., 2012

A Multiple Classifier System for Classification of Breast Lesions Using Dynamic and Morphological Features in DCE-MRI.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A Comparative Analysis of Forgery Detection Algorithms.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Reconstruction of Car Crash Scenes Using a 3D Building and Query Algebra.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

A Framework for Building Multimedia Ontologies from Web Information Sources.
Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Segmentation and classification of breast lesions using dynamic and textural features in Dynamic Contrast Enhanced-Magnetic Resonance Imaging.
Proceedings of CBMS 2012, 2012

Liveness-based fusion approaches in multibiometrics.
Proceedings of the IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, 2012

2011
Early Classification of Network Traffic through Multi-classification.
Proceedings of the Traffic Monitoring and Analysis - Third International Workshop, 2011

Increase the Security of Multibiometric Systems by Incorporating a Spoofing Detection Algorithm in the Fusion Mechanism.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Using a Behaviour Knowledge Space Approach for Detecting Unknown IP Traffic Flows.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

An Experimental Comparison of Different Methods for Combining Biometric Identification Systems.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Selection of Suspicious ROIs in Breast DCE-MRI.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

On the Robustness of Fingerprint Liveness Detection Algorithms against New Materials used for Spoofing.
Proceedings of the BIOSIGNALS 2011, 2011

On the security evaluation of a multibiometric system based on a voting strategy involving likelihood ratio statistic tests.
Proceedings of the IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, 2011

2010
On the influence of denoising in PRNU based forgery detection.
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, 2010

Combining 2D and 3D Features to Classify Protein Mutants in HeLa Cells.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

SOCIAL: Self-Organizing ClassIfier ensemble for Adversarial Learning.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

Improving Performance of Network Traffic Classification Systems by Cleaning Training Data.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Identification of Traffic Flows Hiding behind TCP Port 80.
Proceedings of IEEE International Conference on Communications, 2010

Predicting identification errors in a multibiometric system based on ranks and scores.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
A Personal Antispam System Based on a Behaviour-Knowledge Space Approach.
Proceedings of the Applications of Supervised and Unsupervised Ensemble Methods, 2009

Benchmarking graph-based clustering algorithms.
Image Vision Comput., 2009

Information fusion in computer security.
Information Fusion, 2009

Information fusion for computer security: State of the art and open issues.
Information Fusion, 2009

On the use of classification reliability for improving performance of the one-per-class decomposition method.
Data Knowl. Eng., 2009

Network Protocol Verification by a Classifier Selection Ensemble.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Anomaly-Based Detection of IRC Botnets by Means of One-Class Support Vector Classifiers.
Proceedings of the Image Analysis and Processing, 2009

Improving the Accuracy of a Score Fusion Approach Based on Likelihood Ratio in Multimodal Biometric Systems.
Proceedings of the Image Analysis and Processing, 2009

The Impact of Reliability Evaluation on a Semi-supervised Learning Approach.
Proceedings of the Image Analysis and Processing, 2009

2008
A Self-training Approach for Automatically Labeling IP Traffic Traces.
Proceedings of the Computer Recognition Systems 2, 2008

A Graph-Based Algorithm for Cluster Detection.
IJPRAI, 2008

A web usage mining algorithm for web personalization.
Intelligent Decision Technologies, 2008

Pattern Recognition Approaches for Classifying IP Flows.
Proceedings of the Structural, 2008

Visual and OCR-Based Features for Detecting Image Spam.
Proceedings of the Pattern Recognition in Information Systems, 2008

Combining visual and textual features for filtering spam emails.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Using Heterogeneous Features for Anti-spam Filters.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

2007
How and Why Pattern Recognition and Computer Vision Applications Use Graphs.
Proceedings of the Applied Graph Theory in Computer Vision and Pattern Recognition, 2007

Segmentation of news videos based on audio-video information.
Pattern Anal. Appl., 2007

A multi-stage classification system for detecting intrusions in computer networks.
Pattern Anal. Appl., 2007

On Rejecting Unreliably Classified Patterns.
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

Evaluating Classification Reliability for Combining Classifiers.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Assessing the Performance of a Graph-Based Clustering Algorithm.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

A Graph-Based Clustering Method and Its Applications.
Proceedings of the Advances in Brain, 2007

2006
A Graph-Based Method for Detecting and Classifying Clusters in Mammographic Images.
Proceedings of the Structural, 2006

A Multi-stage Approach for Anchor Shot Detection.
Proceedings of the Structural, 2006

Unsupervised News Video Segmentation by Combined Audio-Video Analysis.
Proceedings of the Multimedia Content Representation, 2006

An Unsupervised Algorithm for Anchor Shot Detection.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

H.264 video coding for low bit rate error prone channels: An application to TETRA systems.
Proceedings of the 14th European Signal Processing Conference, 2006

A Multiple Classifier System for Intrusion Detection Using Behavior Knowledge Spaces and Temporal Information.
Proceedings of the ICEIS Doctoral Consortium, 2006

2005
Evaluating Pattern Recognition Techniques in Intrusion Detection Systems.
Proceedings of the Pattern Recognition in Information Systems, 2005

Combining Audio-Based and Video-Based Shot Classification Systems for News Videos Segmentation.
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

Hierarchical image analysis using Radon transform: an application to error concealment.
Proceedings of the 2005 International Conference on Image Processing, 2005

An Improved Algorithm for Anchor Shot Detection.
Proceedings of the Image Analysis and Processing, 2005

Combining Genetic-Based Misuse and Anomaly Detection for Reliably Detecting Intrusions in Computer Networks.
Proceedings of the Image Analysis and Processing, 2005

Real Time Detection of Novel Attacks by Means of Data Mining Techniques.
Proceedings of the ICEIS 2005, 2005

Using Behavior Knowledge Space and Temporal Information for Detecting Intrusions in Computer Networks.
Proceedings of the Pattern Recognition and Image Analysis, 2005

A Graph-Theoretical Clustering Method for Detecting Clusters of Micro-Calcifications in Mammographic Images.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004
A (Sub)Graph Isomorphism Algorithm for Matching Large Graphs.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Combining experts for anchorperson shot detection in news videos.
Pattern Anal. Appl., 2004

A Multi-Expert System For Shot Change Detection In Mpeg Movies.
IJPRAI, 2004

Thirty Years Of Graph Matching In Pattern Recognition.
IJPRAI, 2004

A web personalization system based on web usage mining techniques.
Proceedings of the 13th international conference on World Wide Web, 2004

Web personalization based on static information and dynamic user behavior.
Proceedings of the Sixth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2004), 2004

A Comparison of Unsupervised Shot Classification Algorithms for News Video Segmentation.
Proceedings of the Structural, 2004

Network Intrusion Detection by a Multi-stage Classification System.
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

Fault Diagnosis for AUVs using Support Vector Machines.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

A Multi-expert Approach for Shot Classification in News Videos.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003
A large database of graphs and its use for benchmarking graph isomorphism algorithms.
Pattern Recognition Letters, 2003

Preface.
Pattern Recognition Letters, 2003

Graph matching applications in pattern recognition and image processing.
Proceedings of the 2003 International Conference on Image Processing, 2003

A real-time text-independent speaker identification system.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

A Comparison of Three Maximum Common Subgraph Algorithms on a Large Database of Labeled Graphs.
Proceedings of the Graph Based Representations in Pattern Recognition, 2003

2002
Learning structural shape descriptions from examples.
Pattern Recognition Letters, 2002

Cooperating experts for soundtrack analysis of MPEG movies.
Information Fusion, 2002

Automatic Cut Detection in MPEG Movies: A Multi-expert Approach.
Proceedings of the Structural, 2002

A Comparison of Algorithms for Maximum Common Subgraph on Randomly Connected Graphs.
Proceedings of the Structural, 2002

A Multi-expert System for Movie Segmentation.
Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002

2001
A Classification Reliability Driven Reject Rule for Multi-Expert Systems.
IJPRAI, 2001

Dialogue Scenes Detection in MPEG Movies: A Multi-expert Approach.
Proceedings of the Multimedia Databases and Image Communication, 2001

Automatic Classification of Clustered Microcalcifications by a Multiple Classifier System.
Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001

Prototyping Structural Shape Descriptions by Inductive Learning.
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

Classifying Audio of Movies by a Multi-Expert System.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

A Neural Multi-expert Classification System for MPEG Audio Segmentation.
Proceedings of the Advances in Pattern Recognition, 2001

2000
To reject or not to reject: that is the question-an answer in case of neural classifiers.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2000

Signature Verification: Increasing Performance by a Multi-Stage System.
Pattern Anal. Appl., 2000

A Cascaded Multiple Expert System for Verification.
Proceedings of the Multiple Classifier Systems, First International Workshop, 2000

Fast Graph Matching for Detecting CAD Image Components.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Multiclassification: reject criteria for the Bayesian combiner.
Pattern Recognition, 1999

Definition and Validation of a Distance Measure Between Structural Primitives.
Pattern Anal. Appl., 1999

Reliability Parameters to Improve Combination Strategies in Multi-Expert Systems.
Pattern Anal. Appl., 1999

Combining statistical and structural approaches for handwritten character description.
Image Vision Comput., 1999

Performance Evaluation of the VF Graph Matching Algorithm.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Document Validation by Signature: A Serial Multi-Expert Approach.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998
Optimizing the Error/Reject Trade-Off for a Multi-Expert System Using the Bayesian Combining Rule.
Proceedings of the Advances in Pattern Recognition, 1998

Graph matching: a fast algorithm and its evaluation.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997
Classification Reliability and Its Use in Multi-classifier Systems.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Character Recognition by Geometrical Moments on Structural Decompositions.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

Subgraph Transformations for the Inexact Matching of Attributed Relational Graphs.
Proceedings of the Graph Based Representations in Pattern Recognition, 1997

1996
An efficient algorithm for the inexact matching of ARG graphs using a contextual transformational model.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995
An Adaptive Reject Option for LVQ Classifiers.
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995


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