| 2024 | ECIR | A Cost-Sensitive Meta-learning Strategy for Fair Provider Exposure in Recommendation. | Ludovico Boratto, Giulia Cerniglia, Mirko Marras, Alessandra Perniciano, Barbara Pes |
| 2023 | ICCSA | TECD: A Transformer Encoder Convolutional Decoder for High-Dimensional Biomedical Data. | Luca Zedda, Alessandra Perniciano, Andrea Loddo, Barbara Pes |
| 2022 | MDM | A Combination of Visual and Temporal Trajectory Features for Cognitive Assessment in Smart Home. | Samaneh Zolfaghari, Andrea Loddo, Barbara Pes, Daniele Riboni |
| 2021 | EUSPN | Towards Context-aware Power Forecasting in Smart-homes. | Emanuele Cuncu, Marco Manolo Manca, Barbara Pes, Daniele Riboni |
| 2021 | MDM | Feature Selection in Mobile Activity Recognition: A Comparative Study. | Andrea Loddo, Barbara Pes, Daniele Riboni |
| 2019 | WETICE | DEW 2019: Data Exploration in the Web 3.0 Age. | Maurizio Atzori, Barbara Pes |
| 2019 | WETICE | Handling Class Imbalance in High-Dimensional Biomedical Datasets. | Barbara Pes |
| 2018 | HAIS | Evaluating Feature Selection Robustness on High-Dimensional Data. | Barbara Pes |
| 2018 | WETICE | Summary Report for the Data Exploration in the Web 3.0 Age (DEW) Track. | Maurizio Atzori, Barbara Pes |
| 2017 | WETICE | Track Summary Report for the Data Exploration in the Web 3.0 Age (DEW) Track. | Maurizio Atzori, Nicoletta Dess, Barbara Pes |
| 2017 | WETICE | Feature Selection for High-Dimensional Data: The Issue of Stability. | Barbara Pes |
| 2016 | EUSPN | Exploiting Biomedical Web Resources: A Case Study. | Nicoletta Dess, Barbara Pes |
| 2016 | WETICE | Increasing Open Government Data Transparency with Spatial Dimension. | Nicoletta Dess, Gianfranco Garau, Diego Reforgiato Recupero, Barbara Pes |
| 2015 | IDEAL | On Stability of Ensemble Gene Selection. | Nicoletta Dess, Barbara Pes, Marta Angioni |
| 2015 | WETICE | Towards Ontology-Enabled BioContexts for Bioinformatics Research. | Nicoletta Dess, Giuliano Ferrentino, Emanuele Pascariello, Barbara Pes |
| 2014 | WETICE | Integrating Ontological Information about Genes. | Nicoletta Dess, Emanuele Pascariello, Barbara Pes |
| 2013 | AIME | Enhancing Random Forests Performance in Microarray Data Classification. | Nicoletta Dess, Gabriele Milia, Barbara Pes |
| 2012 | WETICE | Web 2.0 Technologies Empowering Spatial Decision Making. | Nicoletta Dess, Gianfranco Garau, Barbara Pes |
| 2011 | IDEAL | A Hybrid Model to Favor the Selection of High Quality Features in High Dimensional Domains. | Laura Maria Cannas, Nicoletta Dess, Barbara Pes |
| 2009 | AIME | A Framework for Multi-class Learning in Micro-array Data Analysis. | Nicoletta Dess, Barbara Pes |
| 2009 | RCIS | A Distributed Trust and Reputation Framework for Scientific Grids. | Nicoletta Dess, Mariagrazia Fugini, Barbara Pes |
| 2008 | IDEAL | Cooperative E-Organizations for Distributed Bioinformatics Experiments. | Andrea Bosin, Nicoletta Dess, Maria Grazia Fugini, Barbara Pes |
| 2007 | IDEAL | Capturing Heuristics and Intelligent Methods for Improving Micro-array Data Classification. | Andrea Bosin, Nicoletta Dess, Barbara Pes |
| 2005 | BPM | Applying Enterprise Models to Design Cooperative Scientific Environments. | Andrea Bosin, Nicoletta Dess, Maria Grazia Fugini, Diego Liberati, Barbara Pes |
| 2004 | ICALT | An Automatic Assessment System Supporting Computer Science Entrance Examinations. | Francesco Aymerich, Nicoletta Dess, Barbara Pes, Andrea Saba |
| 2004 | IDEAL | Engineering Knowledge Discovery in Network Intrusion Detection. | Andrea Bosin, Nicoletta Dess, Barbara Pes |
| 2003 | ICALT | A Data Model for Structuring On-Line Learning Material. | Nicoletta Dess, Barbara Pes |