Paolo Cremonesi

Pablo Castells

Proceedings of the Workshop on Learning and Evaluating Recommendations with Impressions co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

Towards Improved QUBO Formulations of IR Tasks for Quantum Annealers.

[BibT_eX]

[DOI]

Riccardo Pellini

Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

Impressions in Recommender Systems: Present and Future.

[BibT_eX]

[DOI]

Pablo Castells

Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

qCLEF: A Proposal to Evaluate Quantum Annealing for Information Retrieval and Recommender Systems.

[BibT_eX]

[DOI]

Andrea Pasin

Nicola Ferro

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

2022

An Evaluation Study of Generative Adversarial Networks for Collaborative Filtering - Supplemental Material.

[BibT_eX]

[DOI]

Dataset, January, 2022

An Evaluation of Generative Adversarial Networks for Collaborative Filtering - Supplemental Material.

[BibT_eX]

[DOI]

Dataset, January, 2022

Session-Based Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Recommender Systems Handbook, 2022

Design and Evaluation of Cross-Domain Recommender Systems.

[BibT_eX]

[DOI]

Iván Cantador

Ignacio Fernández-Tobías

Shlomo Berkovsky

Proceedings of the Recommender Systems Handbook, 2022

Preface to the special issue on dynamic recommender systems and user models.

[BibT_eX]

[DOI]

User Model. User Adapt. Interact., 2022

NFC: a deep and hybrid item-based model for item cold-start recommendation.

[BibT_eX]

[DOI]

User Model. User Adapt. Interact., 2022

Analyzing and improving stability of matrix factorization for recommender systems.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2022

Offline Evaluation of Recommender Systems in a User Interface With Multiple Carousels.

[BibT_eX]

[DOI]

Frontiers Big Data, 2022

From Data Analysis to Intent-Based Recommendation: An Industrial Case Study in the Video Domain.

[BibT_eX]

[DOI]

Mario Scriminaci

IEEE Access, 2022

Recommending Relevant Papers to Conference Participants: a Deep Learning Driven Content-based Approach.

[BibT_eX]

[DOI]

Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Towards Feature Selection for Ranking and Classification Exploiting Quantum Annealers.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

On the impact of data sampling on hyper-parameter optimisation of recommendation algorithms.

[BibT_eX]

[DOI]

Matteo Montanari

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

GAN-based matrix factorization for recommender systems.

[BibT_eX]

[DOI]

Ervin Dervishaj

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Towards Recommender Systems with Community Detection and Quantum Computing.

[BibT_eX]

[DOI]

Riccardo Nembrini

Costantino Carugno

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Towards the Evaluation of Recommender Systems with Impressions.

[BibT_eX]

[DOI]

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Feature Selection for Classification with QAOA.

[BibT_eX]

[DOI]

Gloria Turati

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022

Virtual Network Function Embedding with Quantum Annealing.

[BibT_eX]

[DOI]

Pietro Chiavassa

Andrea Marchesin

Ignazio Pedone

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022

Off-Policy Evaluation with Deficient Support Using Side Information.

[BibT_eX]

[DOI]

Marcello Restelli

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Replication of Recommender Systems with Impressions.

[BibT_eX]

[DOI]

Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Replication of Collaborative Filtering Generative Adversarial Networks on Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Feature Selection via Quantum Annealers for Ranking and Classification Tasks.

[BibT_eX]

[DOI]

Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Evaluating Recommendations in a User Interface With Multiple Carousels.

[BibT_eX]

[DOI]

Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

An Evaluation Study of Generative Adversarial Networks for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2022

2021

A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research.

[BibT_eX]

[DOI]

Simone Boglio

ACM Trans. Inf. Syst., 2021

CGPTuner: a Contextual Gaussian Process Bandit Approach for the Automatic Tuning of IT Configurations Under Varying Workload Conditions.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Feature Selection for Recommender Systems with Quantum Computing.

[BibT_eX]

[DOI]

Riccardo Nembrini

Entropy, 2021

Recommender Systems Leveraging Multimedia Content.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2021

Progress in Recommender Systems Research: Crisis? What Crisis?

[BibT_eX]

[DOI]

AI Mag., 2021

A Methodology for the Offline Evaluation of Recommender Systems in a User Interface with Multiple Carousels.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021

Measuring the User Satisfaction in a Recommendation Interface with Multiple Carousels.

[BibT_eX]

[DOI]

Proceedings of the IMX '21: ACM International Conference on Interactive Media Experiences, 2021

On the instability of embeddings for recommender systems: the case of matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Optimizing the Selection of Recommendation Carousels with Quantum Computing.

[BibT_eX]

[DOI]

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Eigenvalue Perturbation for Item-based Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Towards the Application of Calibrated Transformers to the Unsupervised Estimation of Question Difficulty from Text.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Measuring the Ranking Quality of Recommendations in a Two-Dimensional Carousel Setting.

[BibT_eX]

[DOI]

Proceedings of the 11th Italian Information Retrieval Workshop 2021, 2021

On the application of Transformers for estimating the difficulty of Multiple-Choice Questions from text.

[BibT_eX]

[DOI]

Proceedings of the 16th Workshop on Innovative Use of NLP for Building Educational Applications, 2021

2020

A Collaborative Filtering Approach for the Automatic Tuning of Compiler Optimisations.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM SIGPLAN/SIGBED International Conference on Languages, 2020

R2DE: a NLP approach to estimating IRT parameters of newly generated questions.

[BibT_eX]

[DOI]

Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020

Methodological Issues in Recommender Systems Research (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

ContentWise Impressions: An Industrial Dataset with Impressions Included.

[BibT_eX]

[DOI]

Lorenzo Saule

Mario Scriminaci

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Critically Examining the Claimed Value of Convolutions over User-Item Embedding Maps for Recommender Systems.

[BibT_eX]

[DOI]

Federico Parroni

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Outfit Completion and Clothes Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

Introducing a Framework to Assess Newly Created Questions with Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

2019

Movie genome: alleviating new item cold start in movie recommendation.

[BibT_eX]

[DOI]

Mihai Gabriel Constantin

User Model. User Adapt. Interact., 2019

Tutorial: Sequence-Aware Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Estimating Confidence of Individual User Predictions in Item-based Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

Are we really making much progress? A worrying analysis of recent neural recommendation approaches.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

A pragmatic and industry-aware approach toward the design of on-line recommender systems.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Online Recommender Systems and User Modeling, 2019

Towards Evaluating User Profiling Methods Based on Explicit Ratings on Item Features.

[BibT_eX]

[DOI]

Luca Luciano Costanzo

Markus Schedl

Proceedings of the 6th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 13th ACM Conference on Recommender Systems(RecSys 2019), 2019

Rexy, A Configurable Application for Building Virtual Teaching Assistants.

[BibT_eX]

[DOI]

Luca Benedetto

Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019

2018

Using visual features based on MPEG-7 and deep learning for movie recommendation.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2018

Sequence-Aware Recommender Systems.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2018

Eigenvalue analogy for confidence estimation in item-based recommender systems.

[BibT_eX]

[DOI]

CoRR, 2018

A novel graph-based model for hybrid recommendations in cold-start scenarios.

[BibT_eX]

[DOI]

CoRR, 2018

Social Network based Short-Term Stock Trading System.

[BibT_eX]

[DOI]

CoRR, 2018

Sequence-aware recommendation.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Audio-visual encoding of multimedia content for enhancing movie recommendations.

[BibT_eX]

[DOI]

Mihai Gabriel Constantin

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Deriving Item Features Relevance from Collaborative Domain Knowledge.

[BibT_eX]

[DOI]

Alberto Gasparin

Proceedings of the Workshop on Knowledge-aware and Conversational Recommender Systems 2018 co-located with 12th ACM Conference on Recommender Systems, 2018

MMTF-14K: a multifaceted movie trailer feature dataset for recommendation and retrieval.

[BibT_eX]

[DOI]

Mihai Gabriel Constantin

Bogdan Ionescu

Markus Schedl

Proceedings of the 9th ACM Multimedia Systems Conference, 2018

Content-Based Multimedia Recommendation Systems: Definition and Application Domains.

[BibT_eX]

[DOI]

Proceedings of the 9th Italian Information Retrieval Workshop, 2018

A Virtual Teaching Assistant for Personalized Learning.

[BibT_eX]

[DOI]

Luca Benedetto

Manuel Parenti

Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018

User Preference Sources: Explicit vs. Implicit Feedback.

[BibT_eX]

[DOI]

Proceedings of the Collaborative Recommendations, 2018

2017

User interface patterns in recommendation-empowered content intensive multimedia applications.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Toward Active Learning in Cross-domain Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2017

Using Mise-En-Scène Visual Features based on MPEG-7 and Deep Learning for Movie Recommendation.

[BibT_eX]

[DOI]

CoRR, 2017

Deriving Item Features Relevance from Past User Interactions.

[BibT_eX]

[DOI]

Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

The Importance of Song Context in Music Playlists.

[BibT_eX]

[DOI]

Proceedings of the Poster Track of the 11th ACM Conference on Recommender Systems (RecSys 2017), 2017

Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks.

[BibT_eX]

[DOI]

Balázs Hidasi

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Exploring the Semantic Gap for Movie Recommendations.

[BibT_eX]

[DOI]

Farshad Bakhshandegan Moghaddam

Leonardo Cella

Stefano Cereda

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Kernalized Collaborative Contextual Bandits.

[BibT_eX]

[DOI]

Leonardo Cella

Romaric Gaudel

Proceedings of the Poster Track of the 11th ACM Conference on Recommender Systems (RecSys 2017), 2017

Letting Users Assist What to Watch: An Interactive Query-by-Example Movie Recommendation System.

[BibT_eX]

[DOI]

Proceedings of the 8th Italian Information Retrieval Workshop, 2017

Estimate Features Relevance for Groups of Users.

[BibT_eX]

[DOI]

Stefano Cereda

Leonardo Cella

Proceedings of the 8th Italian Information Retrieval Workshop, 2017

The effect of different video summarization models on the quality of video recommendation based on low-level visual features.

[BibT_eX]

[DOI]

Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

2016

Introduction to the Special Issue on Recommender System Benchmarking.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Content-Based Video Recommendation System Based on Stylistic Visual Features.

[BibT_eX]

[DOI]

J. Data Semant., 2016

Compact Markov-modulated models for multiclass trace fitting.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2016

Sparse vs. Non-sparse: Which One Is Better for Practical Visual Tracking?

[BibT_eX]

[DOI]

CoRR, 2016

The Contextual Turn: from Context-Aware to Context-Driven Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Algorithms Aside: Recommendation As The Lens Of Life.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Using Visual Features and Latent Factors for Movie Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), 2016

Multi-stack ensemble for job recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2016 Recommender Systems Challenge, 2016

Explicit Elimination of Similarity Blocking for Session-based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

How to Combine Visual Features with Tags to Improve Movie Recommendation Accuracy?

[BibT_eX]

[DOI]

Farshad Bakhshandegan Moghaddam

Andrea Luigi Edoardo Caielli

Proceedings of the E-Commerce and Web Technologies - 17th International Conference, 2016

vMannequin: A Fashion Store Concept Design Tool.

[BibT_eX]

[DOI]

Proceedings of the 30th European Conference on Modelling and Simulation, 2016

Recommending Movies Based on Mise-en-Scene Design.

[BibT_eX]

[DOI]

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Dynamic and Interactive Lighting for Fashion Store Windows.

[BibT_eX]

[DOI]

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Bridging Physical Space and Digital Landscape to Drive Retail Innovation.

[BibT_eX]

[DOI]

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016

Smart Lighting for Fashion Store Windows.

[BibT_eX]

[DOI]

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016

2015

Cross-Domain Recommender Systems.

[BibT_eX]

[DOI]

Iván Cantador

Ignacio Fernández-Tobías

Shlomo Berkovsky

Proceedings of the Recommender Systems Handbook, 2015

Making Fashion More Trendy through Touchless Interactive Displays Integrated with Mobile Devices.

[BibT_eX]

[DOI]

Ayse Naciye Çelebi Yilmaz

Antonella Di Rienzo

Proceedings of the 2015 International Conference on Interactive Tabletops & Surfaces, 2015

30Music Listening and Playlists Dataset.

[BibT_eX]

[DOI]

Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Integrated Interaction with Large and Small Devices.

[BibT_eX]

[DOI]

Proceedings of the 2015 Workshop on Future Mobile User Interfaces, 2015

Towards a smart retail environment.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Toward Building a Content-Based Video Recommendation System Based on Low-Level Features.

[BibT_eX]

[DOI]

Proceedings of the E-Commerce and Web Technologies, 2015

Personalized and Context-Aware TV Program Recommendations Based on Implicit Feedback.

[BibT_eX]

[DOI]

Proceedings of the E-Commerce and Web Technologies, 2015

Investigating the Decision Making Process of Users based on the PoliMovie Dataset.

[BibT_eX]

[DOI]

Mona Naseri

Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems, 2015

Decision Making through Polarized Summarization of User Reviews.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems, 2015

Toward Effective Movie Recommendations Based on Mise-en-Scène Film Styles.

[BibT_eX]

[DOI]

Proceedings of the 11th Biannual Conference on Italian SIGCHI Chapter, 2015

Interaction Design Patterns in Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 11th Biannual Conference on Italian SIGCHI Chapter, 2015

2014

Indirect estimation of service demands in the presence of structural changes.

[BibT_eX]

[DOI]

Perform. Evaluation, 2014

Recommending without short head.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

User-Item Reciprocity in Recommender Systems: Incentivizing the Crowd.

[BibT_eX]

[DOI]

Frank Hopfgartner

Joost Geurts

Proceedings of the Posters, 2014

Overview of ACM RecSys CrowdRec 2014 workshop: crowdsourcing and human computation for recommender systems.

[BibT_eX]

[DOI]

Martha A. Larson

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Cross-domain recommendations without overlapping data: myth or reality?

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Tutorial on cross-domain recommender systems.

[BibT_eX]

[DOI]

Iván Cantador

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

REDD 2014 - international workshop on recommender systems evaluation: dimensions and design.

[BibT_eX]

[DOI]

Panagiotis Adamopoulos

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Personalized interaction on large displays: the StreetSmart project approach.

[BibT_eX]

[DOI]

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2014

Polarized review summarization as decision making tool.

[BibT_eX]

[DOI]

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2014

First International Workshop on User Interfaces for Crowdsourcing and Human Computation.

[BibT_eX]

[DOI]

Alessandro Bozzon

Lora Aroyo

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2014

Benchmarking - A Methodology for Ensuring the Relative Quality of Recommendation Systems in Software Engineering.

[BibT_eX]

[DOI]

Alan Said

Domonkos Tikk

Proceedings of the Recommendation Systems in Software Engineering, 2014

2013

A Graph Optimization Approach to Item-Based Collaborative Filtering.

[BibT_eX]

[DOI]

Borzou Rostami

Federico Malucelli

Proceedings of the Recent Advances in Computational Optimization, 2013

EnergIT: A Methodology for the Incremental Green Design of Data Centers.

[BibT_eX]

[DOI]

Int. J. Green Comput., 2013

Optimal virtual machine scheduling with anvik.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Performance Evaluation Methodologies and Tools, 2013

Evaluating top-n recommendations "when the best are gone".

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

User-Centric vs. System-Centric Evaluation of Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013

TV program detection in tweets.

[BibT_eX]

[DOI]

Proceedings of the 11th European Conference on Interactive TV and Video, 2013

Smoothly Extending e-Tourism Services with Personalized Recommendations: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the E-Commerce and Web Technologies - 14th International Conference, 2013

Fitting second-order acyclic Marked Markovian Arrival Processes.

[BibT_eX]

[DOI]

Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013

2012

Investigating the Persuasion Potential of Recommender Systems from a Quality Perspective: An Empirical Study.

[BibT_eX]

[DOI]

ACM Trans. Interact. Intell. Syst., 2012

Modeling response times in the Google ROADEF/EURO challenge.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2012

Recommender Systems Evaluation: A 3D Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE, 2012

User effort vs. accuracy in rating-based elicitation.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Decision-Making in Recommender Systems: The Role of User's Goals and Bounded Resources.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Human Decision Making in Recommender Systems, 2012

Consolidation of multi-tier workloads with performance and reliability constraints.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

A comparison of recommender systems for mashup composition.

[BibT_eX]

[DOI]

Matteo Picozzi

Maristella Matera

Proceedings of the Third International Workshop on Recommendation Systems for Software Engineering, 2012

An Application of Bicriterion Shortest Paths to Collaborative Filtering.

[BibT_eX]

[DOI]

Federico Malucelli

Borzou Rostami

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

User-Centered Evaluation of Recommender Systems with Comparison between Short and Long Profile.

[BibT_eX]

[DOI]

Francesco Epifania

Proceedings of the Sixth International Conference on Complex, 2012

User profiling vs. accuracy in recommender system user experience.

[BibT_eX]

[DOI]

Francesco Epifania

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2012

2011

A Recommender System for an IPTV Service Provider: a Real Large-Scale Production Environment.

[BibT_eX]

[DOI]

Riccardo Bambini

Proceedings of the Recommender Systems Handbook, 2011

Cooling-aware workload placement with performance constraints.

[BibT_eX]

[DOI]

Perform. Evaluation, 2011

Hybrid algorithms for recommending new items.

[BibT_eX]

[DOI]

Fabio Airoldi

Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, 2011

Looking for "Good" Recommendations: A Comparative Evaluation of Recommender Systems.

[BibT_eX]

[DOI]

Alessandro Vittorio Papadopoulos

Sara Negro

Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011

Cross-Domain Recommender Systems.

[BibT_eX]

[DOI]

Antonio Tripodi

Proceedings of the Data Mining Workshops (ICDMW), 2011

Optimizing cooling and server power consumption.

[BibT_eX]

[DOI]

Stefano Gualandi

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011

Comparative evaluation of recommender system quality.

[BibT_eX]

[DOI]

Alessandro Vittorio Papadopoulos

Sara Negro

Proceedings of the International Conference on Human Factors in Computing Systems, 2011

On the Cooling-Aware Workload Placement Problem.

[BibT_eX]

[DOI]

Stefano Gualandi

Proceedings of the AI for Data Center Management and Cloud Computing, 2011

2010

A unified framework for the bottleneck analysis of multiclass queueing networks.

[BibT_eX]

[DOI]

Perform. Evaluation, 2010

Performance of recommender algorithms on top-n recommendation tasks.

[BibT_eX]

[DOI]

Yehuda Koren

Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Controlling Consistency in Top-N Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the ICDMW 2010, 2010

Time-evolution of IPTV recommender systems.

[BibT_eX]

[DOI]

Proceedings of the 8th European Conference on Interactive TV and Video, 2010

A Constraint Programming Approach for the Service Consolidation Problem.

[BibT_eX]

[DOI]

Kanika Dhyani

Stefano Gualandi

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010

Service Time Estimation with a Refinement Enhanced Hybrid Clustering Algorithm.

[BibT_eX]

[DOI]

Kanika Dhyani

Proceedings of the Analytical and Stochastic Modeling Techniques and Applications, 2010

2009

Modeling the Effects of Node Heterogeneity on the Performance of Grid Applications.

[BibT_eX]

[DOI]

Vassil N. Alexandrov

J. Networks, 2009

Analysis of cold-start recommendations in IPTV systems.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

On the Consolidation of Data-Centers with Performance Constraints.

[BibT_eX]

[DOI]

Edoardo Amaldi

Proceedings of the Architectures for Adaptive Software Systems, 2009

Estimating Server Power Consumption.

[BibT_eX]

[DOI]

Giovanni Versaci

Proceedings of the 35. International Computer Measurement Group Conference, 2009

How to Integrate Load Testing with Capacity Planning.

[BibT_eX]

[DOI]

Giuseppe Nardiello

Proceedings of the 35. International Computer Measurement Group Conference, 2009

Predicting SPEC Benchmarks Values for Untested Systems.

[BibT_eX]

[DOI]

Marco Bertoli

Proceedings of the 35. International Computer Measurement Group Conference, 2009

Do Metrics Make Recommender Algorithms?.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009

2008

Service Consolidation with End-to-End Response Time Constraints.

[BibT_eX]

[DOI]

Edoardo Amaldi

Proceedings of the 34th Euromicro Conference on Software Engineering and Advanced Applications, 2008

Robust Workload Estimation in Queueing Network Performance Models.

[BibT_eX]

[DOI]

Proceedings of the 16th Euromicro International Conference on Parallel, 2008

Bounding the Performance of BCMP Networks with Load-Dependent Stations.

[BibT_eX]

Proceedings of the 16th International Symposium on Modeling, 2008

Exact Asymptotic Analysis of Closed BCMP Networks with a Common Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the Analytical and Stochastic Modeling Techniques and Applications, 2008

2007

Approximate Solution of Multiclass Queuing Networks with Region Constraints.

[BibT_eX]

[DOI]

Proceedings of the 15th International Symposium on Modeling, 2007

A QoS-based selection approach of autonomic grid services.

[BibT_eX]

[DOI]

Danilo Ardagna

Proceedings of the 2007 workshop on Service-oriented computing performance: aspects, 2007

How to Select Significant Workloads in Performance Models.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Computer Measurement Group Conference, 2007

2006

Parallel, distributed and network-based processing.

[BibT_eX]

[DOI]

J. Syst. Archit., 2006

Performance models for hierarchical grid architectures.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE/ACM International Conference on Grid Computing (GRID 2006), 2006

Identifying network failures and evaluating link MTBF from utilization logs.

[BibT_eX]

[DOI]

Stefano Visconti

Proceedings of the 32nd International Computer Measurement Group Conference, 2006

2005

Performance Issues in Video Streaming Environments.

[BibT_eX]

[DOI]

Proceedings of the FIRB-Perf Workshop on Techniques, 2005

2004

A Characterization Methodology for Parallel Systems Benchmarks.

[BibT_eX]

Lorenzo Muttoni

Proceedings of the ISCA 17th International Conference on Parallel and Distributed Computing Systems, 2004

2002

Integrated Performance Models for SPMD Applications and MIMD Architectures.

[BibT_eX]

[DOI]

Claudio Gennaro

IEEE Trans. Parallel Distributed Syst., 2002

A Unifying Framework for the Approximate Solution of Closed Multiclass Queuing Networks.

[BibT_eX]

[DOI]

Paul J. Schweitzer

IEEE Trans. Computers, 2002

End-to-End Performance of Web Services.

[BibT_eX]

[DOI]

Proceedings of the Performance Evaluation of Complex Systems: Techniques and Tools, 2002

2001

Analysis and implementation of a parallelization strategy on a Navier-Stokes solver for shear flow simulations.

[BibT_eX]

[DOI]

Giuseppe Passoni

Giancarlo Alfonsi

Parallel Comput., 2001

2000

Xaba: Exact, Approximate, and Asymptotic Solvers for Multi-class Closed Queueing Networks.

[BibT_eX]

[DOI]

Emilia Rosti

Proceedings of the Computer Performance Evaluation: Modelling Techniques and Tools, 2000

1999

Workload models of VBR video traffic and their use in resource allocation policies.

[BibT_eX]

[DOI]

Pietro Manzoni

IEEE/ACM Trans. Netw., 1999

Performance evaluation of parallel systems.

[BibT_eX]

[DOI]

Parallel Comput., 1999

1998

I/O Performance in Hybrid MIMD+SIMD Machines.

[BibT_eX]

[DOI]

Claudio Gennaro

Roberto Marega

Proceedings of the High-Performance Computing and Networking, 1998

1997

Performance Characterization of Quadrics Machines Based on HighLevel Languages.

[BibT_eX]

[DOI]

Matteo Pugassi

Proceedings of the 23rd EUROMICRO Conference '97, 1997

1995

A control architecture for managing instructions among partitions of a data parallel structure.

[BibT_eX]

[DOI]

Domenico G. Sorrenti

Proceedings of the 3rd Euromicro Workshop on Parallel and Distributed Processing (PDP '95), 1995

Kohonen neural networks: a parallel algorithm for automatic signal reconstruction.

[BibT_eX]

[DOI]

Proceedings of the High-Performance Computing and Networking, 1995

1994

Image Processing on Parallel Machines: A Protocol For Managing Global Objects.

[BibT_eX]

[DOI]

Nello Scarabottolo

Domenico G. Sorrenti

Proceedings of the Second Euromicro Workshop on Parallel and Distributed Processing, 1994

Texture analysis for image processing on general-purpose parallel machines.

[BibT_eX]

[DOI]

Lilla Böröczky