Alessandra Lumini
Orcid: 0000-0003-0290-7354Affiliations:
- University of Bologna, Italy
According to our database1,
Alessandra Lumini
authored at least 162 papers
between 1997 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
On csauthors.net:
Bibliography
2024
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images.
Pattern Anal. Appl., March, 2024
2023
Sensors, 2023
A Standardized Approach for Skin Detection: Analysis of the Literature and Case Studies.
J. Imaging, 2023
Exploring the Potential of Ensembles of Deep Learning Networks for Image Segmentation.
Inf., 2023
Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2022
High performing ensemble of convolutional neural networks for insect pest image detection.
Ecol. Informatics, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems.
Proceedings of the Advances in Selected Artificial Intelligence Areas, 2022
2021
Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks.
Sensors, 2021
Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks.
Sensors, 2021
Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images.
Expert Syst. Appl., 2021
Gated recurrent units and temporal convolutional network for multilabel classification.
CoRR, 2021
CoRR, 2021
Exploiting Adam-like Optimization Algorithms to Improve the Performance of Convolutional Neural Networks.
CoRR, 2021
2020
Sensors, 2020
iProStruct2D: Identifying protein structural classes by deep learning via 2D representations.
Expert Syst. Appl., 2020
Expert Syst. Appl., 2020
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare.
CoRR, 2020
2019
Proceedings of the Recent Advances in Computer Vision - Theories and Applications, 2019
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
Face Detection Ensemble with Methods Using Depth Information to Filter False Positives.
Sensors, 2019
Ecol. Informatics, 2019
Incremental Learning Techniques Within a Self-updating Approach for Face Verification in Video-Surveillance.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
2018
2017
Ensemble of texture descriptors for face recognition obtained by varying feature transforms and preprocessing approaches.
Appl. Soft Comput., 2017
2016
Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem.
Pattern Recognit. Lett., 2016
Expert Syst. Appl., 2016
Comput. Biol. Medicine, 2016
2015
Combining biometric matchers by means of machine learning and statistical approaches.
Neurocomputing, 2015
Comput. Intell. Neurosci., 2015
2014
Int. J. Adv. Intell. Paradigms, 2014
2013
Proceedings of the Local Binary Patterns: New Variants and Applications, 2013
Proceedings of the Local Binary Patterns: New Variants and Applications, 2013
Expert Syst. Appl., 2013
Subcellular localization using fluorescence imagery: Utilizing ensemble classification with diverse feature extraction strategies and data balancing.
Appl. Soft Comput., 2013
2012
Identifying Bacterial Virulent Proteins by Fusing a Set of Classifiers Based on Variants of Chou's Pseudo Amino Acid Composition and on Evolutionary Information.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
Pattern Recognit. Lett., 2012
A simple method for improving local binary patterns by considering non-uniform patterns.
Pattern Recognit., 2012
Int. J. Inf. Technol. Manag., 2012
IEEE Multim., 2012
Expert Syst. Appl., 2012
Random interest regions for object recognition based on texture descriptors and bag of features.
Expert Syst. Appl., 2012
A very high performing system to discriminate tissues in mammograms as benign and malignant.
Expert Syst. Appl., 2012
Artif. Intell. Medicine, 2012
2011
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
2010
Pattern Recognit. Lett., 2010
Neural Comput. Appl., 2010
Combining local, regional and global matchers for a template protected on-line signature verification system.
Expert Syst. Appl., 2010
Expert Syst. Appl., 2010
Orthogonal linear discriminant analysis and feature selection for micro-array data classification.
Expert Syst. Appl., 2010
A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states.
Expert Syst. Appl., 2010
Artif. Intell. Medicine, 2010
Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns.
Proceedings of the 2010 International Conference on Image Processing, 2010
Local Phase Quantization Texture Descriptor for Protein Classification.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010
2009
Neural Comput. Appl., 2009
Particle swarm optimization for ensembling generation for evidential k-nearest-neighbour classifier.
Neural Comput. Appl., 2009
Int. J. Comput. Appl. Technol., 2009
Ensemble generation and feature selection for the identification of students with learning disabilities.
Expert Syst. Appl., 2009
An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring.
Expert Syst. Appl., 2009
Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification.
Expert Syst. Appl., 2009
Expert Syst. Appl., 2009
Expert Syst. Appl., 2009
Expert Syst. Appl., 2009
Expert Syst. Appl., 2009
2008
IEEE Trans. Neural Networks, 2008
IEEE Trans. Intell. Transp. Syst., 2008
A multi-modal method based on the competitors of FVC2004 and on palm data combined with tokenised random numbers.
Pattern Recognit. Lett., 2008
Pattern Recognit. Lett., 2008
Pattern Recognit. Lett., 2008
Advanced methods for two-class pattern recognition problem formulation for minutiae-based fingerprint verification.
Pattern Recognit. Lett., 2008
Cluster-Based Nearest-Neighbour Classifier and Its Application on the Lightning Classification.
J. Comput. Sci. Technol., 2008
Expert Syst. Appl., 2008
Expert Syst. Appl., 2008
A genetic approach for building different alphabets for peptide and protein classification.
BMC Bioinform., 2008
Artif. Intell. Medicine, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
2007
Pattern Recognit. Lett., 2007
Ensemblator: An ensemble of classifiers for reliable classification of biological data.
Pattern Recognit. Lett., 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Int. J. Netw. Secur., 2007
Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007
2006
Pattern Recognit. Lett., 2006
Pattern Recognit. Lett., 2006
Pattern Recognit., 2006
Neurocomputing, 2006
MppS: An ensemble of support vector machine based on multiple physicochemical properties of amino acids.
Neurocomputing, 2006
Neurocomputing, 2006
Neurocomputing, 2006
Neurocomputing, 2006
Advanced methods for two-class problem formulation for on-line signature verification.
Neurocomputing, 2006
A novel method for fingerprint verification that approaches the problem as a two-class pattern recognition problem.
Neurocomputing, 2006
An advanced multi-modal method for human authentication featuring biometrics data and tokenised random numbers.
Neurocomputing, 2006
Bioinform., 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the Ninth International Conference on Control, 2006
2005
Neurocomputing, 2005
Evoluzione dell'approccio MKL al relevance feedback per l'apprendimento a lungo termine.
Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Subspace Classifier for Protein Subcellular Localization Prediction.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005
2004
Un nuovo approccio al relevance feedback.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Adaptive positioning of a visible watermark in a digital image.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004
2003
Ottimizzazione di MKL-tree.
Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003
2002
Tecniche di costruzione batch per MKL-tree.
Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002
2001
MKL-tree: una struttura gerarchica per l'indicizzazione di dati multidimensionali.
Proceedings of the Nono Convegno Nazionale Sistemi Evoluti per Basi di Dati, 2001
2000
Proceedings of the Security and Watermarking of Multimedia Contents II, 2000
Proceedings of the 2000 International Symposium on Information Technology (ITCC 2000), 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
IEEE Trans. Pattern Anal. Mach. Intell., 1999
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999
1998
Strutture dati e algoritmi per ricerche nearest neighbor incrementali.
Proceedings of the Atti del Sesto Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1998
1997
Pattern Recognit. Lett., 1997
Strategie per il Retrieval di Impronte Digitali.
Proceedings of the Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1997