| 2013 | IJCCI | Using a Fuzzy Decision Tree Ensemble for Tumor Classification from Gene Expression Data. | Jos Manuel Cadenas, M. Carmen Garrido, Raquel Martnez, David A. Pelta, Piero P. Bonissone |
| 2012 | CEC | iPresage: An innovative patent landscaping tool. | Viswanath Avasarala, Piero P. Bonissone |
| 2009 | EUSFLAT | Weighted Decisions in a Fuzzy Random Forest. | Piero P. Bonissone, Jos Manuel Cadenas, M. Carmen Garrido, Ramn Andrs Daz, Raquel Martnez |
| 2008 | IJCNN | Multivariate anomaly detection in real-world industrial systems. | Xiao Hu, Raj Subbu, Piero P. Bonissone, Hai Qiu, Naresh Iyer |
| 2008 | SMC | Combination methods in a Fuzzy Random Forest. | Piero P. Bonissone, Jos Manuel Cadenas, Mara del Carmen Garrido, Ramon Andrs Daz-Valladares |
| 2007 | IWANN | Soft Computing Applications to Prognostics and Health Management (PHM): Leveraging Field Data and Domain Knowledge. | Piero P. Bonissone, Naresh Iyer |
| 2006 | IJCNN | Locally Weighted Fusion of Multiple Predictive Models. | Feng Xue, Raj Subbu, Piero P. Bonissone |
| 2006 | IJCNN | Designing a Neural Network Decision System for Automated Insurance Underwriting. | Weizhong Yan, Piero P. Bonissone |
| 2005 | CEC | Multiobjective financial portfolio design: a hybrid evolutionary approach. | Raj Subbu, Piero P. Bonissone, Neil H. W. Eklund, Srinivas Bollapragada, Kete Charles Chalermkraivuth |
| 2005 | ESANN | unsupervised fuzzy ensembles and their use in intrusion detection. | Paul F. Evangelista, Piero P. Bonissone, Mark J. Embrechts, Boleslaw K. Szymanski |
| 2005 | ICCBR | Selecting the Best Units in a Fleet: Performance Prediction from Equipment Peers. | Anil Varma, Kareem S. Aggour, Piero P. Bonissone |
| 2005 | IJCNN | Fuzzy ROC curves for unsupervised nonparametric ensemble techniques. | Paul F. Evangelista, Mark J. Embrechts, Piero P. Bonissone, Boleslaw K. Szymanski |
| 2003 | ICCBR | SOFT-CBR: A Self-Optimizing Fuzzy Tool for Case-Based Reasoning. | Kareem S. Aggour, Marc Pavese, Piero P. Bonissone, William Cheetham |
| 2000 | ECAI | Hybrid Soft Computing: Where are we Going? | Piero P. Bonissone |
| 1993 | IJCAI | Fuzzy Logic and AI. | John Yen, Piero P. Bonissone, Didier Dubois, Christian Freksa, Ramn Lpez de Mntaras, Enrique H. Ruspini, Lotfi A. Zadeh |
| 1992 | IPMU | Similarity Measures for Case-Based Reasoning Systems. | Piero P. Bonissone, Saad Ayub |
| 1992 | ICTAI | Representing Cases and Rules in Plausible Reasoning Systems. | Piero P. Bonissone, Saad Ayub |
| 1991 | AAAI | Approximate Reasoning Systems: A Personal Perspective. | Piero P. Bonissone |
| 1990 | UAI | Integrating case-based and rule based reasoning: the possibilistic connection. | Soumitra Dutta, Piero P. Bonissone |
| 1989 | UAI | Now that I Have a Good Theory of Uncertainty, What Else Do I Need. | Piero P. Bonissone |
| 1989 | UAI | Uncertainty and Incompleteness: Breaking the Symmetry of Defeasible Reasoning. | Piero P. Bonissone, David A. Cyrluk, James W. Goodwin, Jonathan Stillman |
| 1987 | IJCAI | RUM: A Layered Architecture for Reasoning with Uncertainty. | Piero P. Bonissone, Steven S. Gans, Keith Decker |
| 1987 | UAI | T-Norm Based Reasoning in Situation Assessment Applications. | Piero P. Bonissone, Nancy C. Wood |
| 1985 | UAI | Selecting Uncertainty Calculi and Granularity: An Experiment in Trading-off Precision and Complexity. | Piero P. Bonissone, Keith Decker |
| 1980 | WSC | A fuzzy sets based linguistic approach: Theory and applications. | Piero P. Bonissone |