| A lazy approach to associative classification E Baralis, S Chiusano, P Garza IEEE Transactions on Knowledge and Data Engineering 20 (2), 156-171, 2008 | 159 | 2008 |
| A lazy approach to pruning classification rules E Baralis, P Garza Proceedings of the 2002 IEEE International Conference on Data Mining, 35-42, 2002 | 155 | 2002 |
| Infrequent weighted itemset mining using frequent pattern growth L Cagliero, P Garza IEEE transactions on knowledge and data engineering 26 (4), 903-915, 2013 | 129 | 2013 |
| Generalized association rule mining with constraints E Baralis, L Cagliero, T Cerquitelli, P Garza Information Sciences 194, 68-84, 2012 | 104 | 2012 |
| Frequent itemsets mining for big data: a comparative analysis D Apiletti, E Baralis, T Cerquitelli, P Garza, F Pulvirenti, L Venturini Big data research 9, 67-83, 2017 | 87 | 2017 |
| On support thresholds in associative classification E Baralis, S Chiusano, P Garza Proceedings of the 2004 ACM symposium on Applied computing, 553-558, 2004 | 81 | 2004 |
| Double-step u-net: A deep learning-based approach for the estimation of wildfire damage severity through sentinel-2 satellite data A Farasin, L Colomba, P Garza Applied Sciences 10 (12), 4332, 2020 | 79 | 2020 |
| SQL versus NoSQL databases for geospatial applications E Baralis, A Dalla Valle, P Garza, C Rossi, F Scullino 2017 IEEE International Conference on Big Data (Big Data), 3388-3397, 2017 | 63 | 2017 |
| Mwi-sum: A multilingual summarizer based on frequent weighted itemsets E Baralis, L Cagliero, A Fiori, P Garza ACM Transactions on Information Systems (TOIS) 34 (1), 1-35, 2015 | 60 | 2015 |
| Towards feasible topology formation algorithms for Bluetooth-based WPAN's CF Chiasserini, MA Marsan, E Baralis, P Garza 36th Annual Hawaii International Conference on System Sciences, 2003 …, 2003 | 53 | 2003 |
| Support driven opportunistic aggregation for generalized itemset extraction E Baralis, L Cagliero, T Cerquitelli, V D'Elia, P Garza 2010 5th IEEE International Conference Intelligent Systems, 102-107, 2010 | 49 | 2010 |
| CAS-Mine: providing personalized services in context-aware applications by means of generalized rules E Baralis, L Cagliero, T Cerquitelli, P Garza, M Marchetti Knowledge and Information Systems 28 (2), 283-310, 2011 | 47 | 2011 |
| Improving classification models with taxonomy information L Cagliero, P Garza Data & Knowledge Engineering 86, 85-101, 2013 | 46 | 2013 |
| ELSA: A multilingual document summarization algorithm based on frequent itemsets and latent semantic analysis L Cagliero, P Garza, E Baralis ACM Transactions on Information Systems (TOIS) 37 (2), 1-33, 2019 | 45 | 2019 |
| Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition L Cagliero, J Fior, P Garza Expert Systems with Applications 216, 119493, 2023 | 43 | 2023 |
| Answering XML queries by means of data summaries E Baralis, P Garza, E Quintarelli, L Tanca ACM Transactions on Information Systems (TOIS) 25 (3), 10-es, 2007 | 41 | 2007 |
| Predicting critical conditions in bicycle sharing systems L Cagliero, T Cerquitelli, S Chiusano, P Garza, X Xiao Computing 99 (1), 39-57, 2017 | 40 | 2017 |
| Analyzing air pollution on the urban environment E Baralis, T Cerquitelli, S Chiusano, P Garza, MR Kavoosifar 2016 39th International Convention on Information and Communication …, 2016 | 40 | 2016 |
| Attention to fires: Multi-channel deep learning models for wildfire severity prediction S Monaco, S Greco, A Farasin, L Colomba, D Apiletti, P Garza, ... Applied Sciences 11 (22), 11060, 2021 | 36 | 2021 |
| Benchmarking representations for speech, music, and acoustic events M La Quatra, A Koudounas, L Vaiani, E Baralis, L Cagliero, P Garza, ... 2024 IEEE International Conference on Acoustics, Speech, and Signal …, 2024 | 34 | 2024 |
Elena BaralisFull Professor, Computer engineering, Politecnico di Torino, ItalyVerified email at polito.it
