University of Cagliari
Giuliano Armano
Devising novel performance measures for assessing the behavior of multilayer perceptrons trained on regression tasks
2023-01-01 Armano, Giuliano; Manconi, Andrea
Framing Apache Spark in life sciences
2023-01-01 Manconi, Andrea; Gnocchi, Matteo; Milanesi, Luciano; Marullo, Osvaldo; Armano, Giuliano
Neonatal heart disease screening using an ensemble of decision trees
2022-01-01 Amiri, Amir M.; Armano, Giuliano; Ghasemi, Seyedhossein
Using Artificial Neural Networks to Perform Feature Selection on Microarray Data
2022-01-01 Armano, Giuliano; Marullo, Osvaldo
Automatic Monitoring Cheese Ripeness Using Computer Vision and Artificial Intelligence
2022-01-01 Loddo, A.; Di Ruberto, C.; Armano, G.; Manconi, A.
Assessing Feature Importance for Short-Term Prediction of Electricity Demand in Medium-Voltage Loads
2022-01-01 Armano, G.; Pegoraro, P. A.
A Soft-Voting Ensemble Classifier for Detecting Patients Affected by COVID-19
2022-01-01 Manconi, A; Armano, G; Gnocchi, M; Milanesi, L
Using phidelta diagrams to discover relevant patterns in multilayer perceptrons
2020-01-01 Armano, G.
Phi-Delta-Diagrams: Software Implementation of a Visual Tool for Assessing Classifier and Feature Performance
2019-01-01 Armano, G; Giuliani, A; Neumann, U; Rothe, N; Heider, D
NewsVallum: Semantics-Aware Text and Image Processing for Fake News Detection system
2018-01-01 Armano, Giuliano; Battiato, Sebastiano; Bennato, Davide; Boratto, Ludovico; Carta, Salvatore M.; Di Noia, Tommaso; Di Sciascio, Eugenio; Ortis, Alessandro; REFORGIATO RECUPERO, DIEGO ANGELO GAETANO
A Multidisciplinary Approach for the Development of Smart Distribution Networks
2018-01-01 Ghiani, Emilio; Serpi, Alessandro; Pilloni, Virginia; Sias, Giuliana; Simone, Marco; Marcialis, GIAN LUCA; Armano, Giuliano; Pegoraro, PAOLO ATTILIO
Building forests of local trees
2018-01-01 Armano, Giuliano; Tamponi, Emanuele
BITS 2017: The annual meeting of the Italian Society of Bioinformatics
2018-01-01 Armano, Giuliano; Manconi, Andrea; Fotia, Giorgio
A two-tiered 2D visual tool for assessing classifier performance
2018-01-01 Armano, G.; Giuliani, A.
Using phi-delta diagrams for discovering variable importance in bioinformatics
2017-01-01 Armano, Giuliano; Giuliani, Alessandro
The Beneficial Role of Mobility for the Emergence of Innovation
2017-01-01 Armano, Giuliano; Javarone, MARCO ALBERTO
Automated taxonomy building by adopting discriminant and characteristic capabilities
2016-01-01 Armano, Giuliano; Giuliani, Alessandro; Tamponi, Emanuele
RANKS: A flexible tool for node label ranking and classification in biological networks
2016-01-01 Valentini, Giorgio; Armano, Giuliano; Frasca, Marco; Lin, Jianyi; Mesiti, Marco; Re, Matteo
CUDA-quicksort: An improved GPU-based implementation of quicksort
2016-01-01 Manca, Emanuele; Manconi, Andrea; Orro, Alessandro; Armano, Giuliano; Milanesi, L.
Multiobjective clustering analysis using particle swarm optimization
2016-01-01 Armano, Giuliano; Farmani, MOHAMMAD REZA
Experimenting Multiresolution Analysis for Identifying Regions of Different Classification Complexity
2016-01-01 Armano, Giuliano; Tamponi, Emanuele
Removing duplicate reads using graphics processing units
2016-01-01 Manconi, Andrea; Moscatelli, Marco; Armano, Giuliano; Gnocchi, Matteo; Orro, Alessandro; Milanesi, Luciano
Clustering Analysis using Opposition-based API Algorithm
2015-01-01 Farmani, MOHAMMAD REZA; Armano, Giuliano
A text classification framework based on optimized error correcting output code
2015-01-01 Locci, M; Armano, Giuliano
G-CNV: A GPU-based tool for preparing data to detect CNVs with read-depth methods
2015-01-01 Manconi, Andrea; Manca, Emanuele; Moscatelli, M; Gnocchi, M; Orro, Alessandro; Armano, Giuliano; Milanesi, L.
Analysis of term roles along taxonomy nodes by adopting discriminant and characteristic capabilities
2015-01-01 Armano, Giuliano; Fanni, Francesca; Giuliani, Alessandro
MultiResolution Complexity Analysis. A Novel Method for Partitioning Datasets into Regions of Different Classification Complexity
2015-01-01 Armano, Giuliano; Tamponi, Emanuele
Stopwords identification by means of characteristic and discriminant analysis
2015-01-01 Armano, Giuliano; Fanni, Francesca; Giuliani, Alessandro
A direct measure of discriminant and characteristic capability for classifier building and assessment
2015-01-01 Armano, Giuliano
Modelling Progressive Filtering
2015-01-01 Armano, Giuliano
Complex Networks and Epidemiology
2014-01-01 Javarone, MARCO ALBERTO; Armano, Giuliano
Clustering Analysis with Combination of Artificial Bee Colony Algorithm and k-Means Technique
2014-01-01 Armano, Giuliano; Farmani, MOHAMMAD REZA
Measuring Discriminant and Characteristic Capability for Building and Assessing Classifiers
2014-01-01 Armano, Giuliano; Fanni, F; Giuliani, Alessandro
GPU-BSM: A GPU-Based Tool to Map Bisulfite-Treated Reads
2014-01-01 Manconi, A; Orro, A; Manca, Emanuele; Armano, Giuliano; Milanesi, L.
A tool for mapping Single Nucleotide Polymorphisms using Graphics Processing Units
2014-01-01 Manconi, A; Orro, A; Manca, Emanuele; Armano, Giuliano; Milanesi, L.
Novel Text Summarization Techniques for Contextual Advertising
2014-01-01 Armano, Giuliano; Giuliani, Alessandro
An Intelligent Diagnostic System for Congenital Heart Defects
2013-01-01 Amiri, AMIR MOHAMMAD; Armano, Giuliano
Clustering Datasets by complex networks analysis
2013-01-01 Armano, Giuliano; Javarone, MARCO ALBERTO
Diagnosis and classification of systolic murmur in newborns
2013-01-01 Amiri, AMIR MOHAMMAD; Armano, Giuliano
Detection and Diagnosis of Heart Defects in Newborns Using CART.
2013-01-01 Amiri, AMIR MOHAMMAD; Armano, Giuliano
Exploiting Correlation-based Metrics to Assess Encoding Techniques
2013-01-01 Armano, Giuliano; Tamponi, Emanuele
CAMMA: Contextual Advertising System for Multimodal News Aggregations
2013-01-01 Armano, Giuliano; Giuliani, Alessandro; Messina, A; Montagnuolo, M.
Segmentation and feature extraction of heart murmurs in newborns
2013-01-01 Amiri, AMIR MOHAMMAD; Armano, Giuliano
Content-based Keywords Extraction and Automatic Advertisement Associations to Multimodal News Aggregations
2013-01-01 Armano, Giuliano; Giuliani, Alessandro; Messina, A; Montagnuolo, M; Vargiu, Eloisa
Matching Ads in a Collaborative Advertising System
2013-01-01 Armano, Giuliano; Giuliani, Alessandro
Phase Transitions in Fermionic Networks
2013-01-01 Javarone, MARCO ALBERTO; Armano, Giuliano
A Novel Method for Partitioning Feature Spaces According to their Inherent Classification Complexity
2013-01-01 Armano, Giuliano; Mascia, F.
Emergence of acronyms in a community of language users
2013-01-01 Javarone, MARCO ALBERTO; Armano, Giuliano
Early diagnosis of heart disease using classification and regression trees
2013-01-01 Amiri, AMIR MOHAMMAD; Armano, Giuliano
Perception of similarity: a model for social networks dynamics
2013-01-01 Javarone, MARCO ALBERTO; Armano, Giuliano
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