Exploiting the ensemble paradigm for stable feature selection: a case study on high-dimensional genomic data B Pes, N Dessì, M Angioni Information fusion 35, 132-147, 2017 | 118 | 2017 |
Similarity of feature selection methods: An empirical study across data intensive classification tasks N Dessì, B Pes Expert Systems with Applications 42 (10), 4632-4642, 2015 | 103 | 2015 |
A comparative analysis of biomarker selection techniques N Dessì, E Pascariello, B Pes BioMed research international 2013 (1), 387673, 2013 | 57 | 2013 |
Extending the SOA paradigm to e-Science environments A Bosin, N Dessì, B Pes Future Generation Computer Systems 27 (1), 20-31, 2011 | 55 | 2011 |
An evolutionary method for combining different feature selection criteria in microarray data classification N Dessì, B Pes Journal of Artificial Evolution and applications 2009 (1), 803973, 2009 | 31 | 2009 |
Assessing similarity of feature selection techniques in high-dimensional domains LM Cannas, N Dessì, B Pes Pattern Recognition Letters 34 (12), 1446-1453, 2013 | 27 | 2013 |
Conjugal amyotrophic lateral sclerosis: a report on a couple from Sardinia, Italy MG Rachele, V Mascia, P Tacconi, N Dessi, F Marrosu, M Giagheddu The Italian Journal of Neurological Sciences 19, 97-100, 1998 | 22 | 1998 |
Learning Bayesian classifiers from gene-expression microarray data A Bosin, N Dessì, D Liberati, B Pes Fuzzy Logic and Applications: 6th International Workshop, WILF 2005, Crema …, 2006 | 19 | 2006 |
COWB: A cloud-based framework supporting collaborative knowledge management within biomedical communities N Dessì, G Milia, E Pascariello, B Pes Future Generation Computer Systems 54, 399-408, 2016 | 18 | 2016 |
A filter-based evolutionary approach for selecting features in high-dimensional micro-array data LM Cannas, N Dessì, B Pes Intelligent Information Processing V: 6th IFIP TC 12 International …, 2010 | 17 | 2010 |
Applying enterprise models to design cooperative scientific environments A Bosin, N Dessì, MG Fugini, D Liberati, B Pes Business Process Management Workshops: BPM 2005 International Workshops, BPI …, 2006 | 17 | 2006 |
Stability in biomarker discovery: Does ensemble feature selection really help? N Dessì, B Pes Current Approaches in Applied Artificial Intelligence: 28th International …, 2015 | 15 | 2015 |
Enhancing random forests performance in microarray data classification N Dessì, G Milia, B Pes Artificial Intelligence in Medicine: 14th Conference on Artificial …, 2013 | 14 | 2013 |
A distributed trust and reputation framework for scientific grids N Dessi, B Pes, MG Fugini 2009 Third International Conference on Research Challenges in Information …, 2009 | 13 | 2009 |
Intelligent Bayesian classifiers in network intrusion detection A Bosin, N Dessì, B Pes Innovations in Applied Artificial Intelligence: 18th International …, 2005 | 13 | 2005 |
Enabling secure and collaborative document sharing in BIM processes C Argiolas, N Dessì, MG Fugini, B Pes Information Sciences and Systems 2015: 30th International Symposium on …, 2016 | 11 | 2016 |
Integrating ontological information about genes N Dessì, E Pascariello, B Pes 2014 IEEE 23rd International WETICE Conference, 417-422, 2014 | 10 | 2014 |
Capturing heuristics and intelligent methods for improving micro-array data classification A Bosin, N Dessi, B Pes International Conference on Intelligent Data Engineering and Automated …, 2007 | 10 | 2007 |
Increasing open government data transparency with spatial dimension N Dessì, G Garau, DR Recupero, B Pes 2016 IEEE 25th International Conference on Enabling Technologies …, 2016 | 9 | 2016 |
BioCloud search EnGene: surfing biological data on the cloud N Dessì, E Pascariello, G Milia, B Pes Computational Intelligence Methods for Bioinformatics and Biostatistics …, 2014 | 9 | 2014 |