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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
Informazioni sul docente
DocenteCremonesi Paolo
QualificaProfessore associato a tempo definito
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Settore Scientifico DisciplinareING-INF/05 - Sistemi Di Elaborazione Delle Informazioni
Curriculum VitaeScarica il CV (511.15Kb - 05/09/2022)
OrcIDhttps://orcid.org/0000-0002-1253-8081

Contatti
Orario di ricevimentoOrario di ricevimento non ancora disponibile
E-mailpaolo.cremonesi@polimi.it
Pagina web redatta a cura del docentehttp://home.dei.polimi.it/cremones/

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2022 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
Evaluating Recommendations in a User Interface With Multiple Carousels (Mostra >>)
Poster
On the Impact of Data Sampling on Hyper-Parameter Optimisation of Recommendation Algorithms (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
Design and Evaluation of Cross-Domain Recommender Systems (Mostra >>)
Session-Based Recommender Systems (Mostra >>)
Contributo in Atti di convegno
An Evaluation Study of Generative Adversarial Networks for Collaborative Filtering (Mostra >>)
Feature Selection via Quantum Annealers for Ranking and Classification Tasks (Mostra >>)
GAN-based Matrix Factorization for Recommender Systems (Mostra >>)
Recommending Relevant Papers to Conference Participants: a Deep Learning Driven Content-based Approach (Mostra >>)
Replication of Recommender Systems with Impressions (Mostra >>)
Replication of collaborative Filtering Generative Adversarial Networks on Recommender Systems (Mostra >>)
Towards Feature Selection for Ranking and Classification Exploiting Quantum Annealers (Mostra >>)
Towards Recommender Systems with Community Detection and Quantum Computing (Mostra >>)
Towards the Evaluation of Recommender Systems with Impressions (Mostra >>)
Virtual Network Function Embedding with Quantum Annealing (Mostra >>)
Articoli su riviste
A survey on recent approaches to question difficulty estimation from text (Mostra >>)
Analyzing and Improving Stability of Matrix Factorization for Recommender Systems (Mostra >>)
Evaluating the Job Shop Scheduling Problem on a D-Wave Quantum Annealer (Mostra >>)
From Data Analysis to Intent-based Recommendation: an Industrial Case Study in the Video Domain (Mostra >>)
Offline Evaluation of Recommender Systems in a User Interface With Multiple Carousels (Mostra >>)
Preface to the Special Issue on Dynamic Recommender Systems and User Models (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2021 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A Methodology for the Offline Evaluation of Recommender Systems in a User Interface with Multiple Carousels (Mostra >>)
Eigenvalue Perturbation For Item-Based Recommender Systems (Mostra >>)
Eigenvalue Perturbation for Item-based Recommender Systems (Mostra >>)
Measuring the Ranking Quality of Recommendations in a Two-Dimensional Carousel Setting (Mostra >>)
Measuring the User Satisfaction in a Recommendation Interface with Multiple Carousels (Mostra >>)
On the Application of Transformers for Estimating the Difficulty of Multiple-Choice Questions from Text (Mostra >>)
On the Instability of Embeddings for Recommender Systems: the Case of Matrix Factorization (Mostra >>)
Optimizing the Selection of Recommendation Carousels with Quantum Computing (Mostra >>)
Towards the Application of Calibrated Transformers to the Unsupervised Estimation of Question Difficulty from Text (Mostra >>)
Articoli su riviste
A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research (Mostra >>)
CGPTUNER: A Contextual Gaussian Process Bandit Approach for the Automatic Tuning of IT Configurations Under Varying Workload Conditions (Mostra >>)
Feature selection for Recommender Systems with Quantum Computing (Mostra >>)
NFC: a Deep and Hybrid Item-based Model for Item Cold-start Recommendation (Mostra >>)
Progress in Recommender Systems Research: Crisis? What Crisis? (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2020 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
Outfit Completion and Clothes Recommendation (Mostra >>)
Contributo in Atti di convegno
A Collaborative Filtering Approach for the Automatic Tuning of Compiler Optimisations (Mostra >>)
ContentWise Impressions: An Industrial Dataset with Impressions Included (Mostra >>)
Critically Examining the Claimed Value of Convolutions over User-Item Embedding Maps for Recommender Systems (Mostra >>)
Introducing a Framework to Assess Newly Created Questions with Natural Language Processing (Mostra >>)
Methodological Issues in Recommender Systems Research (Extended Abstract) (Mostra >>)
R2DE: A NLP Approach to Estimating IRT Parameters of Newly Generated Questions (Mostra >>)
Articoli su riviste
Recommender Systems Leveraging Multimedia Content (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2019 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A Virtual Teaching Assistant for Personalized Learning (Mostra >>)
Are we Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches (Mostra >>)
Estimating confidence of individual user predictions in item-based recommender systems (Mostra >>)
Rexy, a configurable application for building virtual teaching assistants (Mostra >>)
Towards Evaluating User Profiling Methods Based on Explicit Ratings on Item Features (Mostra >>)
Articoli su riviste
Movie genome: alleviating new item cold start in movie recommendation (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2018 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Poster
A Novel Graph-based Model for Hybrid Recommendations in Cold-start Scenarios (Mostra >>)
Eigenvalue Analogy for Confidence Estimation in Item-Based Recommender Systems (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
User Preference Sources: Explicit vs. Implicit Feedback (Mostra >>)
Contributo in Atti di convegno
Audio-visual Encoding of Multimedia Content for Enhancing Movie Recommendations (Mostra >>)
Content-Based Multimedia Recommendation Systems: Definition and Application Domains (Mostra >>)
Content-Based Multimedia Recommendation Systems: Definition and Application Domains (Mostra >>)
Deriving Item Features Relevance from Collaborative Domain Knowledge (Mostra >>)
MMTF-14K: A Multifaceted Movie Trailer Feature Dataset for Recommendation and Retrieval (Mostra >>)
Tutorial: Sequence-aware Recommendation (Mostra >>)
Tutorial: Sequence-aware Recommender Systems (Mostra >>)
Articoli su riviste
Sequence-aware Recommender Systems (Mostra >>)
Using Visual Features Based on MPEG-7 and Deep Learning for Movie Recommendation (Mostra >>)
manifesti v. 3.5.1 / 3.5.1
Area Servizi ICT
29/11/2022