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GIOSUE' LO BOSCO

Curriculum e ricerca

Insegnamenti

Anno accademico Codice della materia Nome della materia CFU Corso di studi
2024/2025 19272 ARTIFICIAL INTELLIGENCE AND DEEP LEARNING 6 DATA, ALGORITHMS, AND MACHINE INTELLIGENCE
2024/2025 19272 ARTIFICIAL INTELLIGENCE AND DEEP LEARNING 6 STATISTICA E DATA SCIENCE
2024/2025 03927 INFORMATICA (MODULO) 3 TECNICHE AUDIOPROTESICHE (ABILITANTE ALLA PROFESSIONE SANITARIA DI AUDIOPROTESISTA)
2024/2025 17878 MACHINE LEARNING 9 INTELLIGENZA ARTIFICIALE
2024/2025 20344 METODOLOGIA DELLA RICERCA BIOMEDICA C.I. 6 TECNICHE AUDIOPROTESICHE (ABILITANTE ALLA PROFESSIONE SANITARIA DI AUDIOPROTESISTA)

Pubblicazioni

Data Titolo Tipologia Scheda
2024 Grid-search method for short-term over long-term average parameter tuning: an application to Stromboli explosion quakes Articolo in rivista Vai
2024 Explainable Histopathology Image Classification with Self-organizing Maps: A Granular Computing Perspective Articolo in rivista Vai
2024 Bacteria Taxonomic Classification using Graph Neural Networks Contributo in atti di convegno pubblicato in volume Vai
2024 Get in (Multi)touch with the Tangent Contributo in atti di convegno pubblicato in volume Vai
2024 Leveraging Deep Embeddings for Explainable Medical Image Analysis Capitolo o Saggio Vai
2023 Preface Prefazione/Postfazione Vai
2023 Higher Education Learning Methodologies and Technologies Online, 4th International Conference, HELMeTO 2022, Palermo, Italy, September 21–23, 2022, Revised Selected Papers Curatela Vai
2023 Visualization and Analysis of Transformer Attention Contributo in atti di convegno pubblicato in volume Vai
2023 Metric Learning in Histopathological Image Classification: Opening the Black Box Articolo in rivista Vai
2023 Immersive Virtual Reality for Cultural Heritage Exploration Contributo in atti di convegno pubblicato in rivista Vai
2023 Structural and Dynamic Disturbances Revealed by Molecular Dynamics Simulations Predict the Impact on Function of CCT5 Chaperonin Mutations Associated with Rare Severe Distal Neuropathies Articolo in rivista Vai
2023 Breast Cancer Histologic Grade Identification by Graph Neural Network Embeddings Contributo in atti di convegno pubblicato in volume Vai
2023 Correction to: Neural networks as building blocks for the design of efficient learned indexes Articolo in rivista Vai
2023 Learned Sorted Table Search and Static Indexes in Small-Space Data Models † Articolo in rivista Vai
2023 Deep Metric Learning for Transparent Classification of Covid-19 X-Ray Images Contributo in atti di convegno pubblicato in volume Vai
2023 Standard versus uniform binary search and their variants in learned static indexing: The case of the searching on sorted data benchmarking software platform Articolo in rivista Vai
2023 Neural networks as building blocks for the design of efficient learned indexes Articolo in rivista Vai
2022 A Pipeline for the Implementation of Immersive Experience in Cultural Heritage Sites in Sicily Contributo in atti di convegno pubblicato in volume Vai
2022 Deep Metric Learning for Histopathological Image Classification Contributo in atti di convegno pubblicato in volume Vai
2022 Question Answering with BERT: designing a 3D virtual avatar for Cultural Heritage exploration Contributo in atti di convegno pubblicato in volume Vai
2022 A Case Study for the Design and Implementation of Immersive Experiences in Support of Sicilian Cultural Heritage Contributo in atti di convegno pubblicato in volume Vai
2022 Induction of 2-hydroxycatecholestrogens O-methylation: A missing puzzle piece in diagnostics and treatment of lung cancer Articolo in rivista Vai
2022 A pattern recognition approach to identify biological clusters acquired by acoustic multi-beam in Kongsfjorden Articolo in rivista Vai
2022 Automatic classification of acoustically detected krill aggregations: A case study from Southern Ocean Articolo in rivista Vai
2022 On the Suitability of Neural Networks as Building Blocks for the Design of Efficient Learned Indexes Contributo in atti di convegno pubblicato in volume Vai
2022 Learned Sorted Table Search and Static Indexes in Small Model Space Contributo in atti di convegno pubblicato in volume Vai
2022 An Active Learning Approach for Classifying Explosion Quakes Contributo in atti di convegno pubblicato in volume Vai
2022 An implementation of Generic Learned Static Sorted Sets Dictionaries Altro Vai
2022 A Benchmarking Platform for Atomic Learned Indexes Altro Vai
2022 Fuzzy Clustering of Histopathological Images Using Deep Learning Embeddings Contributo in atti di convegno pubblicato in volume Vai
2022 Muscle Histopathological Abnormalities in a Patient With a CCT5 Mutation Predicted to Affect the Apical Domain of the Chaperonin Subunit Articolo in rivista Vai
2021 A Novel Approach for Supporting Italian Satire Detection Through Deep Learning Contributo in atti di convegno pubblicato in volume Vai
2021 A Controllable Text Simplification System for the Italian Language Contributo in atti di convegno pubblicato in volume Vai
2021 A Controllable Text Simplification System for the Italian Language Contributo in atti di convegno pubblicato in volume Vai
2021 Classification of Sequences with Deep Artificial Neural Networks: Representation and Architectural Issues Capitolo o Saggio Vai
2021 Unsupervised Classification of Acoustic Echoes from Two Krill Species in the Southern Ocean (Ross Sea) Contributo in atti di convegno pubblicato in volume Vai
2021 Supporting Emotion Automatic Detection and Analysis over Real-Life Text Corpora via Deep Learning: Model, Methodology, and Framework Articolo in rivista Vai
2021 Towards a deep-learning-based methodology for supporting satire detection Contributo in atti di convegno pubblicato in volume Vai
2021 Molecular mimicry in the post-COVID-19 signs and symptoms of neurovegetative disorders? Lettera Vai
2021 DeepEva: A deep neural network architecture for assessing sentence complexity in Italian and English languages Articolo in rivista Vai
2021 A Learned Sorted Table Search Library Altro Vai
2021 Modified Search on Sorted Data Benchmark for Branchy vs Branchfree study. Altro Vai
2021 A Novel Approach for Supporting Italian Satire Detection Through Deep Learning Contributo in atti di convegno pubblicato in volume Vai
2021 Pattern Classification from Multi-beam Acoustic Data Acquired in Kongsfjorden Contributo in atti di convegno pubblicato in volume Vai
2020 Recurrent Deep Neural Networks for Nucleosome Classification Contributo in atti di convegno pubblicato in volume Vai
2020 Deep neural attention-based model for the evaluation of italian sentences complexity Contributo in atti di convegno pubblicato in volume Vai
2020 Modification of DNA structure by reactive nitrogen species as a result of 2-methoxyestradiol–induced neuronal nitric oxide synthase uncoupling in metastatic osteosarcoma cells Articolo in rivista Vai
2020 Deep neural attention-based model for the evaluation of italian sentences complexity Contributo in atti di convegno pubblicato in volume Vai
2020 Extracellular vesicle microRNAs contribute to the osteogenic inhibition of mesenchymal stem cells in multiple myeloma Articolo in rivista Vai
2020 Identification of Key miRNAs in Regulation of PPI Networks Contributo in atti di convegno pubblicato in volume Vai
2020 CORENup: a combination of convolutional and recurrent deep neural networks for nucleosome positioning identification Articolo in rivista Vai
2020 Human molecular chaperones share with SARS-CoV-2 antigenic epitopes potentially capable of eliciting autoimmunity against endothelial cells: possible role of molecular mimicry in COVID-19 Articolo in rivista Vai
2020 Spread of tomato brown rugose fruit virus in sicily and evaluation of the spatiotemporal dispersion in experimental conditions Articolo in rivista Vai
2020 Analysis and Comparison of Deep Learning Networks for Supporting Sentiment Mining in Text Corpora Contributo in atti di convegno pubblicato in volume Vai
2020 Green tea catechins induce inhibition of ptp1b phosphatase in breast cancer cells with potent anti-cancer properties: In vitro assay, molecular docking, and dynamics studies Articolo in rivista Vai
2020 Attention-based Model for Evaluating the Complexity of Sentences in English Language Contributo in atti di convegno pubblicato in volume Vai
2020 BITS2019: The sixteenth annual meeting of the Italian society of bioinformatics Articolo in rivista Vai
2020 Optimization of Low-Cost Monitoring Systems for On-Site Earthquake Early-Warning of Critical Infrastructures Contributo in atti di convegno pubblicato in volume Vai
2020 Design, Development and Validation of a System for Automatic Help to Medical Text Understanding Articolo in rivista Vai
2019 Augmented Reality Gamification for Human Anatomy Contributo in atti di convegno pubblicato in volume Vai
2019 Single-cell trajectories reconstruction, exploration and mapping of omics data with STREAM Articolo in rivista Vai
2019 Effectiveness of data-driven induction of semantic spaces and traditional classifiers for sarcasm detection Articolo in rivista Vai
2019 Identifying small pelagic Mediterranean fish schools from acoustic and environmental data using optimized artificial neural networks Articolo in rivista Vai
2019 Improving Communication in Risk Management of Health Information Technology Systems by means of Medical Text Simplification Contributo in atti di convegno pubblicato in volume Vai
2019 Machine Learning Models for Measuring Syntax Complexity of English Text Contributo in atti di convegno pubblicato in volume Vai
2019 PTP1B phosphatase as a novel target of oleuropein activity in MCF-7 breast cancer model Articolo in rivista Vai
2019 Multi-class Text Complexity Evaluation via Deep Neural Networks Contributo in atti di convegno pubblicato in volume Vai
2019 A Recurrent Deep Neural Network Model to measure Sentence Complexity for the Italian Language Contributo in atti di convegno pubblicato in volume Vai
2018 2-methoxyestradiol affects mitochondrial biogenesis pathway and succinate dehydrogenase complex flavoprotein subunit a in osteosarcoma cancer cells Articolo in rivista Vai
2018 Bacteria classification using minimal absent words Articolo in rivista Vai
2018 Real-time detection of BRAF V600E mutation from archival hairy cell leukemia FFPE tissue by nanopore sequencing Articolo in rivista Vai
2018 Sperm DNA fragmentation: An early and reliable marker of air pollution Articolo in rivista Vai
2018 Variable Ranking Feature Selection for the Identification of Nucleosome Related Sequences Contributo in atti di convegno pubblicato in volume Vai
2018 Development and Practical Use of a Medical Vocabulary-Thesaurus-Dictionary for Patient Empowerment Contributo in atti di convegno pubblicato in volume Vai
2018 Deep learning models for bacteria taxonomic classification of metagenomic data Articolo in rivista Vai
2018 A sentence based system for measuring syntax complexity using a recurrent deep neural network Contributo in atti di convegno pubblicato in volume Vai
2018 Deep learning architectures for prediction of nucleosome positioning from sequences data Articolo in rivista Vai
2018 A Neural Network model for the Evaluation of Text Complexity in Italian Language: a Representation Point of View Articolo in rivista Vai
2018 HEART MOBILE LEARNING Contributo in atti di convegno pubblicato in volume Vai
2017 A Deep Learning Network for Exploiting Positional Information in Nucleosome Related Sequences Contributo in atti di convegno pubblicato in volume Vai
2017 2-methoxyestradiol impacts on amino acids-mediated metabolic reprogramming in osteosarcoma cells by interaction with NMDA receptor Articolo in rivista Vai
2017 HUMAN SPERM CELL AS EARLY BIOINDICATOR OF MALE HEALTH AND REPRODUCTION Abstract in rivista Vai
2017 A Layered Architecture for Sentiment Classification of Products Reviews in Italian Language Contributo in atti di convegno pubblicato in volume Vai
2017 Artificial neural networks for fault tollerance of an air-pressure sensor network Abstract in atti di convegno pubblicato in volume Vai
2017 Planthology: an Application System for Plant Diseases Management Articolo in rivista Vai
2017 Brief communication: Vehicle routing problem and UAV application in the post-earthquake scenario Articolo in rivista Vai
2017 Pelagic species identification by using a PNN neural network and echo-sounder data Abstract in atti di convegno pubblicato in volume Vai
2017 A Deep Learning Model for Epigenomic Studies Contributo in atti di convegno pubblicato in volume Vai
2016 A Lexicon-based Approach for Sentiment Classification of Amazon Books Reviews in Italian Language Contributo in atti di convegno pubblicato in volume Vai
2016 Alignment Free Dissimilarities for Nucleosome Classification Contributo in atti di convegno pubblicato in volume Vai
2016 Pollution exposure and high DNA fragmentation index in human sperms: a case-control study Abstract in rivista Vai
2016 A Framework for Opening Data and Creating Advanced Services in the Health and Social Fields Contributo in atti di convegno pubblicato in volume Vai
2016 Deep Learning Architectures for DNA Sequence Classification Contributo in atti di convegno pubblicato in volume Vai
2016 Targeted sequencing of BRAF by MinION in archival Formalin-Fixed Paraffin-Embedded specimens allows to discriminate between Hairy Cell Leukemia and Hair Cell Leukemia Variant Poster pubblicato in volume Vai
2015 Environmental factors as possible causes of DNA fragmentation in human sperms Abstract in atti di convegno pubblicato in volume Vai
2015 Alignment free Dissimilarities for sequence classification Contributo in atti di convegno pubblicato in volume Vai
2015 An Automatic System for Helping Health Consumers to Understand Medical Texts Contributo in atti di convegno pubblicato in volume Vai
2015 U-MedSearch: A Meta Search Engine of Medical Content for Different Users and Learning Needs Contributo in atti di convegno pubblicato in volume Vai
2015 Finding the best web medical content for different learner categories Abstract in atti di convegno pubblicato in volume Vai
2015 A New Feature Selection Methodology for K-mers Representation of DNA Sequences Contributo in atti di convegno pubblicato in volume Vai
2015 Il Futuro Prossimo delle Scienze Cognitive Articolo in rivista Vai
2015 Bayesian versus data driven model selection for microarray data Articolo in rivista Vai
2014 Facilitating text understanding for e-learning users Contributo in atti di convegno pubblicato in volume Vai
2014 A new feature selection strategy for K-mers sequence representation Contributo in atti di convegno pubblicato in volume Vai
2014 Applications of alignment-free methods in epigenomics Articolo in rivista Vai
2014 Mitochondrial Proteomics: An Approach to Identify Cellular Stress Induced By Amyloid-Beta Peptide Abstract in atti di convegno pubblicato in volume Vai
2014 A web search methodology for health consumers Contributo in atti di convegno pubblicato in volume Vai
2014 An Island Strategy for Memetic Discrete Tomography Reconstruction Articolo in rivista Vai
2013 Dissimilarity Measures for the Identification of Earthquake Focal Mechanisms Contributo in atti di convegno pubblicato in volume Vai
2013 The Three Steps of Clustering in the Post-Genomic Era Capitolo o Saggio Vai
2013 A methodology to assess the intrinsic discriminative ability of a distance function and its interplay with clustering algorithms for microarray data analysis Articolo in rivista Vai
2012 SCIENCE: IMAGe IN AcTION Curatela Vai
2011 A motif-independent metric for DNA sequence specificity Articolo in rivista Vai
2011 A Memetic Island Model for Discrete Tomography Reconstruction Contributo in atti di convegno pubblicato in volume Vai
2011 The Three Steps of Clustering in the Post-Genomic Era: A Synopsis Contributo in atti di convegno pubblicato in volume Vai
2011 A New Dissimilarity Measure for Clustering Seismic Signals Contributo in atti di convegno pubblicato in volume Vai
2011 Genome-wide characterization of chromatin binding and nucleosome spacing activity of the nucleosome remodelling ATPase ISWI Articolo in rivista Vai
2011 The Three Steps of Clustering in the Post-Genomic Era: A Synopsis Contributo in atti di convegno pubblicato in volume Vai
2010 Distance Functions, Clustering Algorithms and Microarray Data Analysis Contributo in atti di convegno pubblicato in volume Vai
2010 A memetic approach to discrete tomography from noisy projections Articolo in rivista Vai
2010 Nationwide interobserver variation in the diagnosis of follicular lymphoma. A study of the pathologists of GISL (Gruppo Italiano Studi Linfomi). Articolo in rivista Vai
2009 A one class KNN for signal identification: a biological case study Articolo in rivista Vai
2009 Serum BLyS/BAFF predicts the outcome of acute hepatitis C virus infection Articolo in rivista Vai
2009 A Fuzzy One Class Classifier for Multi Layer Model Contributo in atti di convegno pubblicato in volume Vai
2009 Interval Length Analysis in Multi Layer Model Contributo in atti di convegno pubblicato in volume Vai
2009 A Multi-Layer Method to Study Genome-Scale Positions of Nucleosomes Articolo in rivista Vai
2008 A one class classifier for Signal identification: a biological case study Contributo in atti di convegno pubblicato in volume Vai
2008 Intruder Pattern Identification Contributo in atti di convegno pubblicato in volume Vai
2008 Discrete Tomography Reconstruction Through a New Memetic Algorithm Contributo in atti di convegno pubblicato in volume Vai
2008 A Memetic Algorithm for Binary Image Reconstruction Contributo in atti di convegno pubblicato in volume Vai
2008 A Multi-layer model to study Genome-Scale Positions of Nucleosomes Contributo in atti di convegno pubblicato in volume Vai
2007 Combining one class fuzzy KNN’s Contributo in atti di convegno pubblicato in volume Vai
2007 Associations between Notch-2, Akt-1 and HER2/neu expression in invasive human breast cancer: a tissue microarray immunophenotypic analysis on 98 patients. Articolo in rivista Vai
2007 A new Multi-Layers Method to Analyze Gene Expression Contributo in atti di convegno pubblicato in volume Vai
2007 Modelling and Simulation in Science, Proceedings of the 6th International Workshop on Data Analysis in Astronomy <> Curatela Vai
2007 Studying Nucleosomes Positioning by a Multi-Layer Model Proceedings Vai
2007 An integrated fuzzy cells-classifier Articolo in rivista Vai
2007 Esplorazione cognitiva di un programma di e-learning Articolo in rivista Vai
2006 Singularities for Prandtl's equations. Proceedings Vai
2006 An Integrated fuzzy Cells-classifier Contributo in atti di convegno pubblicato in volume Vai
2006 Comparison Of Different Cooperation Strategies in the Prey-Predator Problem Contributo in atti di convegno pubblicato in volume Vai
2005 Image Segmentation based on Genetic Algorithms Combination Contributo in atti di convegno pubblicato in volume Vai
2005 Nationwide interobserver variation in the diagnosis of follicular lymphoma: a report from the pathologists of GISL (Gruppo Italiano Studio Linfomi) Proceedings Vai
2005 GenClust: A Genetic Algorithm for Clustering Gene Expression Data Articolo in rivista Vai
2005 PGAC: A Parallel Genetic Algorithm for Data Clustering Contributo in atti di convegno pubblicato in volume Vai
2005 Nationwide interobserver variation in the diagnosis of follicular lymphoma: a report from the pathologists of GISL (Gruppo Italiano Studio Linfomi) Articolo in rivista Vai
2005 A Genetic Integrated Fuzzy Classifier Articolo in rivista Vai
2005 Entropy measures in Image Classification Capitolo o Saggio Vai
2003 Experiments on a Prey predator system Contributo in atti di convegno pubblicato in volume Vai
2003 Distributed image retrieval on Daisy Contributo in atti di convegno pubblicato in volume Vai
2003 Integrated fuzzy classification Proceedings Vai
2003 Classification based on Iterative Object Symmetry Transform Contributo in atti di convegno pubblicato in volume Vai
2002 Shape-Based Features for Cat Ganglion Retinal Cells Classification Articolo in rivista Vai
2001 Experiments on Concurrent Artificial Environment Contributo in atti di convegno pubblicato in volume Vai
2001 A genetic algorithm for image segmentation Contributo in atti di convegno pubblicato in volume Vai
2000 A distributed architecture for autonomous navigation of robots Contributo in atti di convegno pubblicato in volume Vai
1998 An Integrated Environment for Dynamic Processes in distributed Image Analysis System Proceedings Vai
1997 DAISY: a distributed architecture for intelligent SYstem Contributo in atti di convegno pubblicato in volume Vai
1996 Multiresolution approach for image processing Altro Vai