Barbara Pes

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 34

Top Topics

Dimensional Data

Feature Selection

Supervised Learning Tasks

Data Exploration

Top Venues

Future Gener. Comput. Syst.

Publications

Ludovico Boratto, Giulia Cerniglia, Mirko Marras, Alessandra Perniciano, Barbara Pes
A Cost-Sensitive Meta-learning Strategy for Fair Provider Exposure in Recommendation. ECIR (3) (2024)
Andrea Loddo, Davide Ghiani, Alessandra Perniciano, Luca Zedda, Barbara Pes, Cecilia Di Ruberto
An Anomaly Detection Approach to Determine Optimal Cutting Time in Cheese Formation. Inf. 15 (6) (2024)
Ludovico Boratto, Giulia Cerniglia, Mirko Marras, Alessandra Perniciano, Barbara Pes
A Cost-Sensitive Meta-Learning Strategy for Fair Provider Exposure in Recommendation. CoRR (2024)
Luca Zedda, Alessandra Perniciano, Andrea Loddo, Barbara Pes
TECD: A Transformer Encoder Convolutional Decoder for High-Dimensional Biomedical Data. ICCSA (Workshops 1) (2023)
Paolo Orrù, Barbara Pes
Feature Selection on Imbalanced Domains: A Stability-Based Analysis. IEA/AIE (1) (2023)
Simone Pau, Alessandra Perniciano, Barbara Pes, Dario Rubattu
An EvaluationAlessandra Perniciano of Feature Selection Robustness on Class Noisy Data. Inf. 14 (8) (2023)
Andrea Loddo, Giacomo Meloni, Barbara Pes
Using Artificial Intelligence for COVID-19 Detection in Blood Exams: A Comparative Analysis. IEEE Access 10 (2022)
Marco Manolo Manca, Barbara Pes, Daniele Riboni
Exploiting Feature Selection in Human Activity Recognition: Methodological Insights and Empirical Results Using Mobile Sensor Data. IEEE Access 10 (2022)
Samaneh Zolfaghari, Andrea Loddo, Barbara Pes, Daniele Riboni
A Combination of Visual and Temporal Trajectory Features for Cognitive Assessment in Smart Home. MDM (2022)
Emanuele Cuncu, Marco Manolo Manca, Barbara Pes, Daniele Riboni
Towards Context-aware Power Forecasting in Smart-homes. EUSPN/ICTH (2021)
Barbara Pes
Learning from High-Dimensional and Class-Imbalanced Datasets Using Random Forests. Inf. 12 (8) (2021)
Barbara Pes
Special Issue on Emerging Trends and Challenges in Supervised Learning Tasks. Inf. 12 (11) (2021)
Barbara Pes, Giuseppina Lai
Cost-sensitive learning strategies for high-dimensional and imbalanced data: a comparative study. PeerJ Comput. Sci. 7 (2021)
Andrea Loddo, Barbara Pes, Daniele Riboni
Feature Selection in Mobile Activity Recognition: A Comparative Study. MDM (2021)
Barbara Pes
Learning From High-Dimensional Biomedical Datasets: The Issue of Class Imbalance. IEEE Access 8 (2020)
Maurizio Atzori, Georgia Koutrika, Barbara Pes, Letizia Tanca
Special issue on "Data Exploration in the Web 3.0 Age". Future Gener. Comput. Syst. 112 (2020)
Barbara Pes
Ensemble feature selection for high-dimensional data: a stability analysis across multiple domains. Neural Comput. Appl. 32 (10) (2020)
Maurizio Atzori, Barbara Pes
Special Issue on Advanced Learning Methods for Complex Data. Inf. 10 (1) (2019)
Federica Gerina, Barbara Pes, Diego Reforgiato Recupero, Daniele Riboni
Toward Supporting Food Journaling Using Air Quality Data Mining and a Social Robot. AmI (2019)
Maurizio Atzori, Barbara Pes
DEW 2019: Data Exploration in the Web 3.0 Age. WETICE (2019)
Barbara Pes
Handling Class Imbalance in High-Dimensional Biomedical Datasets. WETICE (2019)
Massimo Bartoletti, Barbara Pes, Sergio Serusi
Data Mining for Detecting Bitcoin Ponzi Schemes. CVCBT (2018)
Barbara Pes
Evaluating Feature Selection Robustness on High-Dimensional Data. HAIS (2018)
Massimo Bartoletti, Barbara Pes, Sergio Serusi
Data mining for detecting Bitcoin Ponzi schemes. CoRR (2018)
Maurizio Atzori, Barbara Pes
Summary Report for the Data Exploration in the Web 3.0 Age (DEW) Track. WETICE (2018)
Maurizio Atzori, Nicoletta Dessì, Barbara Pes
Track Summary Report for the Data Exploration in the Web 3.0 Age (DEW) Track. WETICE (2017)
Barbara Pes, Nicoletta Dessì, Marta Angioni
Exploiting the ensemble paradigm for stable feature selection: A case study on high-dimensional genomic data. Inf. Fusion 35 (2017)
Barbara Pes
Feature Selection for High-Dimensional Data: The Issue of Stability. WETICE (2017)
Nicoletta Dessì, Barbara Pes
Smart Spaces for Adaptive Information Integration in Bioinformatics. Future Gener. Comput. Syst. 68 (2017)
Nicoletta Dessì, Matteo Pani, Barbara Pes, Diego Reforgiato Recupero
An Approach for Discovering and Exploring Semantic Relationships between Genes. SeWeBMeDA@ESWC (2017)
Nicoletta Dessì, Gianfranco Garau, Diego Reforgiato Recupero, Barbara Pes
Increasing Open Government Data Transparency with Spatial Dimension. WETICE (2016)
Nicoletta Dessì, Barbara Pes
The Effectiveness of Gene Ontology in Assessing Functionally Coherent Groups of Genes: A Case Study. IEA/AIE (2016)
Nicoletta Dessì, Gabriele Milia, Emanuele Pascariello, Barbara Pes
COWB: A cloud-based framework supporting collaborative knowledge management within biomedical communities. Future Gener. Comput. Syst. 54 (2016)
Nicoletta Dessì, Barbara Pes
Exploiting Biomedical Web Resources: A Case Study. EUSPN/ICTH (2016)
Nicoletta Dessì, Barbara Pes, Marta Angioni
On Stability of Ensemble Gene Selection. IDEAL (2015)
Nicoletta Dessì, Giuliano Ferrentino, Emanuele Pascariello, Barbara Pes
Towards Ontology-Enabled BioContexts for Bioinformatics Research. WETICE (2015)
Carlo Argiolas, Nicoletta Dessì, Maria Grazia Fugini, Barbara Pes
Enabling Secure and Collaborative Document Sharing in BIM Processes. ISCIS (2015)
Nicoletta Dessì, Barbara Pes, Laura Maria Cannas
An Evolutionary Approach for Balancing Effectiveness and Representation Level in Gene Selection. J. Inf. Technol. Res. 8 (2) (2015)
Nicoletta Dessì, Barbara Pes
Stability in Biomarker Discovery: Does Ensemble Feature Selection Really Help? IEA/AIE (2015)
Nicoletta Dessì, Barbara Pes
Similarity of feature selection methods: An empirical study across data intensive classification tasks. Expert Syst. Appl. 42 (10) (2015)
Nicoletta Dessì, Emanuele Pascariello, Barbara Pes
Integrating Ontological Information about Genes. WETICE (2014)
Nicoletta Dessì, Stefania Dessì, Emanuele Pascariello, Barbara Pes
Exploring the Relatedness of Gene Sets. CIBB (2014)
Laura Maria Cannas, Nicoletta Dessì, Barbara Pes
Assessing similarity of feature selection techniques in high-dimensional domains. Pattern Recognit. Lett. 34 (12) (2013)
Nicoletta Dessì, Gabriele Milia, Barbara Pes
Enhancing Random Forests Performance in Microarray Data Classification. AIME (2013)
Nicoletta Dessì, Stefania Dessì, Barbara Pes
A Fully Semantic Approach to Large Scale Text Categorization. ISCIS (2013)
Nicoletta Dessì, Emanuele Pascariello, Gabriele Milia, Barbara Pes
BioCloud Search EnGene: Surfing Biological Data on the Cloud. CIBB (2013)
Nicoletta Dessì, Gianfranco Garau, Barbara Pes
Web 2.0 Technologies Empowering Spatial Decision Making. WETICE (2012)
Michele Argiolas, Maurizio Atzori, Nicoletta Dessì, Barbara Pes
Dataspaces Enhancing Decision Support Systems in Clouds. Int. J. Web Portals 4 (2) (2012)
Laura Maria Cannas, Nicoletta Dessì, Barbara Pes
A Hybrid Model to Favor the Selection of High Quality Features in High Dimensional Domains. IDEAL (2011)
Andrea Bosin, Nicoletta Dessì, Barbara Pes
Extending the SOA paradigm to e-Science environments. Future Gener. Comput. Syst. 27 (1) (2011)
Laura Maria Cannas, Nicoletta Dessì, Barbara Pes
Knowledge Discovery in Gene Expression Data via Evolutionary Algorithms. DEXA Workshops (2011)
Andrea Bosin, Nicoletta Dessì, Madusudhanan Bairappan, Barbara Pes
A SOA-Based Environment Supporting Collaborative Experiments in E-Science. Int. J. Web Portals 3 (3) (2011)
Laura Maria Cannas, Nicoletta Dessì, Barbara Pes
A Filter-Based Evolutionary Approach for Selecting Features in High-Dimensional Micro-array Data. Intelligent Information Processing (2010)
Andrea Bosin, Nicoletta Dessì, Madusudhanan Bairappan, Barbara Pes
Will SOA accommodate the next step of e-Science?. NOTERE (2010)
Laura Maria Cannas, Nicoletta Dessì, Barbara Pes
Tuning Evolutionary Algorithms in High Dimensional Classification Problems (Extended Abstract). SEBD (2010)
Nicoletta Dessì, Barbara Pes
Towards Scientific Dataspaces. Web Intelligence/IAT Workshops (2009)
Nicoletta Dessì, Mariagrazia Fugini, Barbara Pes
A Distributed Trust and Reputation Framework for Scientific Grids. RCIS (2009)
Nicoletta Dessì, Barbara Pes
A Framework for Multi-class Learning in Micro-array Data Analysis. AIME (2009)
Andrea Bosin, Nicoletta Dessì, Maria Grazia Fugini, Diego Liberati, Barbara Pes
Open Source Environments for Collaborative Experiments in e-Science. OSS (2008)
Andrea Bosin, Nicoletta Dessì, Barbara Pes
A Service Based Approach to a New Generation of Intrusion Detection Systems. ECOWS (2008)
Andrea Bosin, Nicoletta Dessì, Maria Grazia Fugini, Barbara Pes
Cooperative E-Organizations for Distributed Bioinformatics Experiments. IDEAL (2008)
Andrea Bosin, Nicoletta Dessì, Barbara Pes
A Cost-Sensitive Approach to Feature Selection in Micro-Array Data Classification. WILF (2007)
Andrea Bosin, Nicoletta Dessì, Barbara Pes
Capturing Heuristics and Intelligent Methods for Improving Micro-array Data Classification. IDEAL (2007)
Andrea Bosin, Nicoletta Dessì, Barbara Pes
Data Mining Strategies for Classification of Microarray Data. SEBD (2006)
Andrea Bosin, Nicoletta Dessì, Barbara Pes
High-Dimensional Micro-array Data Classification Using Minimum Description Length and Domain Expert Knowledge. IEA/AIE (2006)
Nicoletta Dessì, Barbara Pes
A Framework for the Modular Composition of Learning Objects. CELDA (2005)
Andrea Bosin, Nicoletta Dessì, Diego Liberati, Barbara Pes
Learning Bayesian Classifiers from Gene-Expression MicroArray Data. WILF (2005)
Andrea Bosin, Nicoletta Dessì, Barbara Pes
Intelligent Bayesian Classifiers in Network Intrusion Detection. IEA/AIE (2005)
Andrea Bosin, Nicoletta Dessì, Maria Grazia Fugini, Diego Liberati, Barbara Pes
Applying Enterprise Models to Design Cooperative Scientific Environments. Business Process Management Workshops (2005)
Francesco Aymerich, Nicoletta Dessì, Barbara Pes, Andrea Saba
An Automatic Assessment System Supporting Computer Science Entrance Examinations. ICALT (2004)
Andrea Bosin, Nicoletta Dessì, Barbara Pes
Engineering Knowledge Discovery in Network Intrusion Detection. IDEAL (2004)
Nicoletta Dessì, Barbara Pes
A Data Model for Structuring On-Line Learning Material. ICALT (2003)