Pietro H. Guzzi
Orcid: 0000-0001-5542-2997
According to our database1,
Pietro H. Guzzi
authored at least 212 papers
between 2004 and 2024.
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Bibliography
2024
Machine learning pipeline to analyze clinical and proteomics data: experiences on a prostate cancer case.
BMC Medical Informatics Decis. Mak., December, 2024
Graph Embedding Techniques for Predicting Missing Links in Biological Networks: An Empirical Evaluation.
IEEE Trans. Emerg. Top. Comput., 2024
CoRR, 2024
2023
Differential network analysis between sex of the genes related to comorbidities of type 2 mellitus diabetes.
Appl. Netw. Sci., December, 2023
Frontiers Bioinform., May, 2023
Temporal networks in biology and medicine: a survey on models, algorithms, and tools.
Netw. Model. Anal. Health Informatics Bioinform., 2023
Netw. Model. Anal. Health Informatics Bioinform., 2023
Proceedings of the Complex Networks & Their Applications XII, 2023
Tracking and Predicting Productions in Agricultural Processes: Applications and Experiences.
Proceedings of the IEEE International Conference on Big Data, 2023
An innovative platform to manage the access to social and health services for vulnerable people.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
An Artificial Intelligence-Based Framework for Supporting Management of Patients Affected by Dementia.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Proceedings of the International Workshop on Biomedical Applications, 2023
2022
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Design and Implementation of a New Local Alignment Algorithm for Multilayer Networks.
Entropy, 2022
CoRR, 2022
Beyond COVID-19 Pandemic: Topology-aware optimisation of vaccination strategy for minimising virus spreading.
CoRR, 2022
Design and Development of PCN-Miner: A tool for the Analysis of Protein Contact Networks.
CoRR, 2022
Network for network concept offers new insights into host- SARS-CoV-2 protein interactions and potential novel targets for developing antiviral drugs.
Comput. Biol. Medicine, 2022
PCN-Miner: an open-source extensible tool for the analysis of Protein Contact Networks.
Bioinform., 2022
Detection of pan-cancer surface protein biomarkers via a network-based approach on transcriptomics data.
Briefings Bioinform., 2022
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Proceedings of the Complex Networks and Their Applications XI, 2022
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
NOMA-DB: a framework for management and analysis of ageing-related gene-expression data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
A novel framework based on network embedding for the simulation and analysis of disease progression.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
Parallel and distributed association rule mining in life science: A novel parallel algorithm to mine genomics data.
Inf. Sci., 2021
CoRR, 2021
Analyzing Host-Viral Interactome of SARS-CoV-2 for Identifying Vulnerable Host Proteins during COVID-19 Pathogenesis.
CoRR, 2021
BMC Bioinform., 2021
Data science in unveiling COVID-19 pathogenesis and diagnosis: evolutionary origin to drug repurposing.
Briefings Bioinform., 2021
A novel algorithm for finding top-k weighted overlapping densest connected subgraphs in dual networks.
Appl. Netw. Sci., 2021
2020
WIREs Data Mining Knowl. Discov., 2020
SL-GLAlign: improving local alignment of biological networks through simulated annealing.
Netw. Model. Anal. Health Informatics Bioinform., 2020
CoRR, 2020
Extracting Dense and Connected Communities in Dual Networks: An Alignment Based Algorithm.
IEEE Access, 2020
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020
An efficient and scalable SPARK preprocessing methodology for Genome Wide Association Studies.
Proceedings of the 28th Euromicro International Conference on Parallel, 2020
Proceedings of the First International AAI4H, 2020
Proceedings of the Complex Networks & Their Applications IX, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
A programmable device to guide rehabilitation patients: design, testing and data collection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
Network building and analysis in connectomics studies: a review of algorithms, databases and technologies.
Netw. Model. Anal. Health Informatics Bioinform., 2019
Netw. Model. Anal. Health Informatics Bioinform., 2019
Netw. Model. Anal. Health Informatics Bioinform., 2019
Functional module extraction by ensembling the ensembles of selective module detectors.
Int. J. Comput. Biol. Drug Des., 2019
Appl. Math. Comput., 2019
An Information System to Track Data and Processes for Food Quality and Bacterial Pathologies Prevention.
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019
SISTABENE: an information system for the traceability of agricultural food production.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019
Proceedings of the 2nd International Conference on Applications of Intelligent Systems, 2019
2018
Int. J. Mach. Learn. Cybern., 2018
HetNetAligner: Design and Implementation of an algorithm for heterogeneous network alignment on Apache Spark.
CoRR, 2018
Comput. Methods Programs Biomed., 2018
Survey of local and global biological network alignment: the need to reconcile the two sides of the same coin.
Briefings Bioinform., 2018
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018
Proceedings of the Computational Science - ICCS 2018, 2018
Towards Heterogeneous Network Alignment: Design and Implementation of a Large-Scale Data Processing Framework.
Proceedings of the Euro-Par 2018: Parallel Processing Workshops, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Chemical Characterization of Interacting Genes in Few Subnetworks of Alzheimer's Disease.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
S4S: RESTful Services to Collect, Integrate and Analyze SNPs and Clinical Data on the Web.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
HetNetAligner: A Novel Algorithm for Local Alignment of Heterogeneous Biological Networks.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018
2017
IEEE J. Biomed. Health Informatics, 2017
GenotypeAnalytics: a RESTFul platform to mine multiple associations between SNPs and drug response in case-control studies.
PeerJ Prepr., 2017
An extensive assessment of network alignment algorithms for comparison of brain connectomes.
BMC Bioinform., 2017
Proceedings of the Big Data and HPC: Ecosystem and Convergence, TopHPC 2017, 2017
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017
DIETOS: A Recommender System for Health Profiling and Diet Management in Chronic Diseases.
Proceedings of the 2nd International Workshop on Health Recommender Systems co-located with the 11th International Conference on Recommender Systems (RecSys 2017), 2017
Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017
Parallel and Cloud-Based Analysis of Omics Data: Modelling and Simulation in Medicine.
Proceedings of the 25th Euromicro International Conference on Parallel, 2017
High Performance Analysis of Omics Data: Experiences at University Magna Graecia of Catanzaro.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017
Proceedings of the International Conference on Computational Science, 2017
Proceedings of the 14th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2017) / 12th International Conference on Future Networks and Communications (FNC 2017) / Affiliated Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Network based algorithms for module extraction from RNASeq data: A quantitative assessment.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2016
Proceedings of the Advances in Neural Networks - Computational Intelligence for ICT, 2016
Guest Editorial for Special Section on Semantic-Based Approaches for Analysis of Biological Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016
IEEE ACM Trans. Comput. Biol. Bioinform., 2016
Methodologies and experimental platforms for generating and analysing microarray and mass spectrometry-based omics data to support P4 medicine.
Briefings Bioinform., 2016
DIETOS: A recommender system for adaptive diet monitoring and personalized food suggestion.
Proceedings of the 12th IEEE International Conference on Wireless and Mobile Computing, 2016
Efficient Data Mining Analysis of Genomics and Clinical Data for Pharmacogenomics Applications.
Proceedings of the Fuzzy Logic and Soft Computing Applications, 2016
Patient wellness: geoanalysis of biological and environmental data.
Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016
Proceedings of the International Conference on High Performance Computing & Simulation, 2016
ICTCS, 2016
Proceedings of the 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Using Network Alignment for Analysis of Connectomes: Experiences from a Clinical Dataset.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016
Feature Selection Model for Diagnosis, Electronic Medical Records and Geographical Data Correlation.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016
2015
Netw. Model. Anal. Health Informatics Bioinform., 2015
GoD: An R-package based on ontologies for prioritization of genes with respect to diseases.
J. Comput. Sci., 2015
J. Biomed. Informatics, 2015
EURASIP J. Bioinform. Syst. Biol., 2015
Comput. Methods Programs Biomed., 2015
GIS for the analysis and monitoring of environmental issues related to life quality.
Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Overall Survival Analyzer: A software tool to analyze genotyping and clinical data enriched with temporal events.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
2014
Improving the Robustness of Local Network Alignment: Design and Extensive Assessmentof a Markov Clustering-Based Approach.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
Geoanalysis of Clinical Diagnoses and Biological Analytes Data.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014
Proceedings of the Information Technology in Bio- and Medical Informatics, 2014
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014
Mining Association Rules from Gene Ontology and Protein Networks: Promises and Challenges.
Proceedings of the International Conference on Computational Science, 2014
Profiling basic health information of tourists: towards a recommendation system for the adaptive delivery of medical certified nutrition contents.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014
Proceedings of the Third ACM SIGSPATIAL International Workshop on the Use of GIS in Public Health, 2014
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
DMET-miner: Efficient learning of association rules from genotyping data for personalized medicine.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Improving annotation quality in gene ontology by mining cross-ontology weighted association rules.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the 5th ACM Conference on Bioinformatics, 2014
A taxonomy for bioinformatics tools: exploiting semantics, parallelism, and services for analyzing omics data.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014
2013
WIREs Data Mining Knowl. Discov., 2013
Comput. Methods Programs Biomed., 2013
BMC Bioinform., 2013
Semantic Analysis of Proteomics Data.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013
Studying miRNA-mRNA associations by using graphs.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013
Proceedings of the New Frontiers in Mining Complex Patterns, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Modularity and community detection in Semantic Similarity Networks trough Spectral Based Transformation and Markov Clustering.
Proceedings of the ACM Conference on Bioinformatics, 2013
Modularity and community detection in Semantic Similarity Networks trough Spectral Based Transformation and Markov Clustering.
Proceedings of the ACM Conference on Bioinformatics, 2013
Proceedings of the ACM Conference on Bioinformatics, 2013
2012
The IS-BioBank project: a framework for biological data normalization, interoperability, and mining for cancer microenvironment analysis.
SIGHIT Rec., 2012
SIGHIT Rec., 2012
Semantic similarity analysis of protein data: assessment with biological features and issues.
Briefings Bioinform., 2012
A Framework for Biological Data Normalization, Interoperability, and Mining for Cancer Microenvironment Analysis.
Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012
Toward a Semantic Framework for the Querying, Mining and Visualization of Cancer Microenvironment Data.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2012
Health risk assessment of zoonotic infections agents through plant products in areas with high livestock pressure.
Proceedings of the HealthGIS 2012, 2012
audioEPR: A specialized electronic patient records for the semi-automatic management of clinical data in audiology.
Proceedings of CBMS 2012, 2012
Proceedings of CBMS 2012, 2012
Proceedings of CBMS 2012, 2012
AlignMCL: Comparative analysis of protein interaction networks through Markov clustering.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012
Proceedings of the ACM International Conference on Bioinformatics, 2012
2011
Proceedings of the International Conference on Computational Science, 2011
Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011
VeNet: A framework for the analysis of protein interaction networks through vector space embedding.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
Proceedings of the ACM International Conference on Bioinformatics, 2011
2010
Proceedings of the International Conference on Computational Science, 2010
Future Gener. Comput. Syst., 2010
ACM Comput. Surv., 2010
BMC Bioinform., 2010
Geomedica: a web portal for managing and querying clinical and biological data (Demo Paper).
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010
Proceedings of the Euro-Par 2010 Parallel Processing Workshops, 2010
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2010
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010
2009
Proceedings of the Workshop on Semantic Web Applications and Tools for Life Sciences, 2009
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
2008
A Tool for the Semiautomatic Acquisition of the Morphological Data of Blood Vessel Networks.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2008
Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008
Proceedings of the Computational Science, 2008
Proceedings of the Global Healthgrid: e-Science Meets Biomedical Informatics, 2008
An Extension of the TIGR M4 Suite to Preprocess and Visualize Affymetrix Binary Files.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2008
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
2007
Future Gener. Comput. Syst., 2007
2006
Proceedings of the Membrane Computing, 7th International Workshop, 2006
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
2005
Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 2005
Proceedings of the 14th IEEE International Workshops on Enabling Technologies (WETICE 2005), 2005
MS-Analyzer: Intelligent Preprocessing, Management, and Data Mining Analysis of Mass Spectrometry Data on the Grid.
Proceedings of the 2005 International Conference on Semantics, 2005
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005
Proceedings of the From Grid to Healthgrid, 2005
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005
2004
Proceedings of the Biological and Artificial Intelligence Environments, 2004
Using PROTEUS for Modeling Data Mining Analysis of Proteomics Experiments on the Grid.
Proceedings of the On the Move to Meaningful Internet Systems 2004: OTM 2004 Workshops: OTM Confederated International Workshops and Posters, 2004