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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
LecturerCeri Stefano
QualificationFull professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/05 - Information Processing Systems
Curriculum VitaeDownload CV (170.44Kb - 22/05/2021)

Office hours
DEI------ThursdayFrom 16:30
To 18:00
Personal websitehttps://ceri.faculty.polimi.it/

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Leveraging Non-negative Matrix Tri-Factorization and Knowledge-Based Embeddings for Drug Repurposing: an Application to Parkinson's Disease (Show >>)
PG-Triggers: Triggers for Property Graphs (Show >>)
SENSIBLE: Implementing Data-Driven Early Warning Systems for Future Viral Epidemics (Show >>)
TETYS: Towards the Next-Generation Open-Source Web Topic Explorer (Show >>)
Towards an Explorable Conceptual Map of Large Language Models (Show >>)
Journal Articles
Challenges in AI-supported Process Analysis in the Italian Judicial System: what After Digitalization? (Show >>)
Data-driven recombination detection in viral genomes (Show >>)
Exploring the evolution of research topics during the COVID-19 pandemic (Show >>)
Searching COVID-19 Clinical Research Using Graph Queries: Algorithm Development and Validation (Show >>)

List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Inference of Synthetically Lethal Pairs of Genes Involved in Metastatic Processes via Non-Negative Matrix Tri-Factorization (Show >>)
Conference proceedings
Fine-Tuning Large Enterprise Language Models via Ontological Reasoning (Show >>)
ITA-ELECTION-2022: A Multi-Platform Dataset of Social Media Conversations Around the 2022 Italian General Election (Show >>)
Reactive Company Control in Company Knowledge Graphs (Show >>)
Smart derivative contracts in DatalogMTL (Show >>)
The Company Control Problem, Reactively (Show >>)
Variants analysis in judicial trials: Challenges and initial results (Show >>)
Journal Articles
Ask Your Data - Supporting Data Science Processes by Combining AutoML and Conversational Interfaces (Show >>)
CoVEffect: interactive system for mining the effects of SARS-CoV-2 mutations and variants based on deep learning (Show >>)
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data (Show >>)
Risk Narratives on Immigration During the COVID-19 Crisis in Italy: A Comparative Analysis of Facebook Posts Published by Politicians and by News media (Show >>)
SARS-CoV-2 viremia and COVID-19 mortality: A prospective observational study (Show >>)
VariantHunter: a method and tool for fast detection of emerging SARS-CoV-2 variants (Show >>)
Whole transcriptomic analysis of mesenchymal stem cells cultured in Nichoid micro-scaffolds (Show >>)

List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Comprehensive Approach for the Conceptual Modeling of Genomic Data (Show >>)
Expressing Biological Problems with Logical Reasoning Languages (Show >>)
Journal Articles
Analysis of co-occurring and mutually exclusive amino acid changes and detection of convergent and divergent evolution events in SARS-CoV-2 (Show >>)
CoV2K model, a comprehensive representation of SARS-CoV-2 knowledge and data interplay (Show >>)
GeCoAgent: A Conversational Agent for Empowering Genomic Data Extraction and Analysis (Show >>)
Interoperability of COVID-19 Clinical Phenotype Data with Host and Viral Genetics Data (Show >>)
META-BASE: a Novel Architecture for Large-Scale Genomic Metadata Integration (Show >>)
Predicting Drug Synergism by Means of Non-Negative Matrix Tri-Factorization (Show >>)
Reasoning on company takeovers: From tactic to strategy (Show >>)
ViruClust: Direct comparison of SARS-CoV-2 genomes and genetic variants in space and time (Show >>)

List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
CoV2K: A Knowledge Base of SARS-CoV-2 Variant Impacts (Show >>)
Distributed Company Control in Company Shareholding Graphs (Show >>)
Show, Don’t Tell. Reflections on the Design of Multi-modal Conversational Interfaces (Show >>)
VaccinItaly: Monitoring Italian Conversations Around Vaccines On Twitter And Facebook (Show >>)
Journal Articles
A review on viral data sources and search systems for perspective mitigation of COVID-19 (Show >>)
Data-driven analysis of amino acid change dynamics timely reveals SARS-CoV-2 variant emergence (Show >>)
EpiSurf: Metadata-driven search server for analyzing amino acid changes within epitopes of SARS-CoV-2 and other viral species (Show >>)
Federated sharing and processing of genomic datasets for tertiary data analysis (Show >>)
Identifying collateral and synthetic lethal vulnerabilities within the DNA-damage response (Show >>)
Mapping the human genetic architecture of COVID-19 (Show >>)
Socioeconomic differences and persistent segregation of Italian territories during COVID-19 pandemic (Show >>)
Systematic inference and comparison of multi-scale chromatin sub-compartments connects spatial organization to cell phenotypes (Show >>)
The road towards data integration in human genomics: players, steps and interactions (Show >>)
ViruSurf: an integrated database to investigate viral sequences (Show >>)
VirusViz: comparative analysis and effective visualization of viral nucleotide and amino acid variants (Show >>)
Viruslab: A tool for customized sars-cov-2 data analysis (Show >>)

List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
OK, DNA! A Conversational Interface to Explore Genomic Data (Show >>)
Contributions on scientific books
Designing and Evaluating Deep Learning Models for Cancer Detection on Gene Expression Data (Show >>)
Conference proceedings
Array-based data management for genomics (Show >>)
Empowering Virus Sequence Research Through Conceptual Modeling (Show >>)
Performance Prediction for Data-driven Workflows on Apache Spark (Show >>)
Reasoning on company takeovers during the COVID-19 crisis with knowledge graphs (Show >>)
Journal Articles
A multi-layer approach to disinformation detection in US and Italian news spreading on Twitter (Show >>)
Content-based characterization of online social communities (Show >>)
Data Science for Genomic Data Management: Challenges, Resources, Experiences (Show >>)
Exploring chromatin conformation and gene co-expression through graph embedding (Show >>)
Impact of mutational signatures on microRNA and their response elements (Show >>)
Investigating Italian disinformation spreading on Twitter in the context of 2019 European elections (Show >>)
Matrix Factorization-based Technique for Drug Repurposing Predictions (Show >>)
OpenGDC: Unifying, Modeling, Integrating Cancer Genomic Data and Clinical Metadata (Show >>)
Pan-cancer analysis of somatic mutations and epigenetic alterations in insulated neighbourhood boundaries (Show >>)
Search and comparison of (epi)genomic feature patterns in multiple genome browser tracks (Show >>)
Spatial patterns of CTCF sites define the anatomy of TADs and their boundaries (Show >>)
Topology comparison of Twitter diffusion networks effectively reveals misleading information (Show >>)
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