Lucia Maddalena

Orcid: 0000-0002-0567-4624

Affiliations:
  • National Research Council, Institute for High-Performance Computing and Networking, Naples, Italy


According to our database1, Lucia Maddalena authored at least 56 papers between 1997 and 2023.

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Bibliography

2023
Adversarial attacks on graph-level embedding methods: a case study.
Ann. Math. Artif. Intell., June, 2023

Integrating Different Data Modalities for the Classification of Alzheimer's Disease Stages.
SN Comput. Sci., May, 2023

Community Detection in Protein-Protein Interaction Networks and Applications.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Special Issue on "Algorithms for Biomedical Image Analysis and Processing".
Algorithms, 2023

2022
Netpro2vec: A Graph Embedding Framework for Biomedical Applications.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Artificial Intelligence for Cell Segmentation, Event Detection, and Tracking for Label-free Microscopy Imaging.
Algorithms, 2022

Classifying Alzheimer's Disease using MRIs and Transcriptomic Data.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021
Performance Evaluation of Adversarial Attacks on Whole-Graph Embedding Models.
Proceedings of the Learning and Intelligent Optimization - 15th International Conference, 2021

2020
Pattern recognition and beyond: Alfredo Petrosino's scientific results.
Pattern Recognit. Lett., 2020

Correction to: Clustering analysis of tumor metabolic networks.
BMC Bioinform., 2020

Clustering analysis of tumor metabolic networks.
BMC Bioinform., 2020

Model simplification for supervised classification of metabolic networks.
Ann. Math. Artif. Intell., 2020

A Framework Based on Metabolic Networks and Biomedical Images Data to Discriminate Glioma Grades.
Proceedings of the Biomedical Engineering Systems and Technologies, 2020

Glioma Grade Classification via Omics Imaging.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
SDI+: A Novel Algorithm for Segmenting Dermoscopic Images.
IEEE J. Biomed. Health Informatics, 2019

Self-organizing background subtraction using color and depth data.
Multim. Tools Appl., 2019

Integrating imaging and omics data: A review.
Biomed. Signal Process. Control., 2019

2018
Background Subtraction for Moving Object Detection in RGBD Data: A Survey.
J. Imaging, 2018

Supervised Classification of Metabolic Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Extensive Benchmark and Survey of Modeling Methods for Scene Background Initialization.
IEEE Trans. Image Process., 2017

Editorial-Scene background modeling and initialization.
Pattern Recognit. Lett., 2017

Scene background initialization: A taxonomy.
Pattern Recognit. Lett., 2017

Segmenting Dermoscopic Images.
CoRR, 2017

Exploiting Color and Depth for Background Subtraction.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

A Benchmarking Framework for Background Subtraction in RGBD Videos.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

2016
Extracting a background image by a multi-modal scene background model.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Video-Based Access Control by Automatic License Plate Recognition.
Proceedings of the Advances in Neural Networks: Computational and Theoretical Issues, 2015

Towards Benchmarking Scene Background Initialization.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

2014
Neural Background Subtraction for Pan-Tilt-Zoom Cameras.
IEEE Trans. Syst. Man Cybern. Syst., 2014

People counting by learning their appearance in a multi-view camera environment.
Pattern Recognit. Lett., 2014

The 3dSOBS+ algorithm for moving object detection.
Comput. Vis. Image Underst., 2014

2013
Stopped Object Detection by Learning Foreground Model in Videos.
IEEE Trans. Neural Networks Learn. Syst., 2013

2012
Neural Networks in Video Surveillance.
Proceedings of the Handbook on Soft Computing for Video Surveillance., 2012

Neural Moving Object Detection by Pan-Tilt-Zoom Cameras.
Proceedings of the Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, 2012

The SOBS algorithm: What are the limits?
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2010
A fuzzy spatial coherence-based approach to background/foreground separation for moving object detection.
Neural Comput. Appl., 2010

Real-Time Stopped Object Detection by Neural Dual Background Modeling.
Proceedings of the Euro-Par 2010 Parallel Processing Workshops, 2010

2009
A fusion-based approach to digital movie restoration.
Pattern Recognit., 2009

A 3D Neural Model for Video Analysis.
Proceedings of the Neural Nets WIRN09, 2009

Multivalued Background/Foreground Separation for Moving Object Detection.
Proceedings of the Fuzzy Logic and Applications, 8th International Workshop, 2009

3D Neural Model-Based Stopped Object Detection.
Proceedings of the Image Analysis and Processing, 2009

Self Organizing and Fuzzy Modelling for Parked Vehicles Detection.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009

2008
A Self-Organizing Approach to Background Subtraction for Visual Surveillance Applications.
IEEE Trans. Image Process., 2008

Restoration of blue scratches in digital image sequences.
Image Vis. Comput., 2008

Object Motion Detection and Tracking by an Artificial Intelligence Approach.
Int. J. Pattern Recognit. Artif. Intell., 2008

Neural Model-Based Segmentation of Image Motion.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

A Self-organizing Neural System for Background and Foreground Modeling.
Proceedings of the Artificial Neural Networks, 2008

2007
About the Embedding of Color Uncertainty in CBIR Systems.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

Moving Object Detection for Real-Time Applications.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

A Self-organizing Approach to Detection of Moving Patterns for Real-Time Applications.
Proceedings of the Advances in Brain, 2007

2005
Removing Line Scratches in Digital Image Sequences by Fusion Techniques.
Proceedings of the Image Analysis and Processing, 2005

P-LSR: A Parallel Algorithm for Line Scratch Restoration.
Proceedings of the Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 2005

2004
Parallel/Distributed Film Line Scratch Restoration by Fusion Techniques.
Proceedings of the Computational Science and Its Applications, 2004

2001
Efficient Methods for Scratch Removal in Image Sequences.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

1997
A parallel algorithm for parametric cubic B-spline curves interpolation.
Neural Parallel Sci. Comput., 1997

PINEAPL: A European Project to Develop a Parallel Numerical Library for Industrial Applications.
Proceedings of the Euro-Par '97 Parallel Processing, 1997


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