| 2025 | ICLR | EffoVPR: Effective Foundation Model Utilization for Visual Place Recognition. | Issar Tzachor, Boaz Lerner, Matan Levy, Michael Green, Tal Berkovitz Shalev, Gavriel Habib, Dvir Samuel, Noam Korngut Zailer, Or Shimshi, Nir Darshan, Rami Ben-Ari |
| 2020 | ECAI | Local to Global Learning of a Latent Dynamic Bayesian Network. | Dan Halbersberg, Boaz Lerner |
| 2020 | ECCV | Inference Graphs for CNN Interpretation. | Yael Konforti, Alon Shpigler, Boaz Lerner, Aharon Bar-Hillel |
| 2020 | ICMLA | Domain adaptation from clinical trials data to the tertiary care clinic - Application to ALS. | Ben Hadad, Boaz Lerner |
| 2020 | ICMLA | Online Cluster Drift Detection for Novelty Detection in Data Streams. | Shon Mendelson, Boaz Lerner |
| 2019 | ICMLA | Temporal Modeling of Deterioration Patterns and Clustering for Disease Prediction of ALS Patients. | Dan Halbersberg, Boaz Lerner |
| 2018 | ESANN | Temporal modeling of ALS using longitudinal data and long-short term memory-based algorithm. | Aviv Nahon, Boaz Lerner |
| 2017 | ESANN | Learning human behaviors and lifestyle by capturing temporal relations in mobility patterns. | Eyal Ben Zion, Boaz Lerner |
| 2016 | ECAI | Learning a Bayesian Network Classifier by Jointly Maximizing Accuracy and Information. | Dan Halbersberg, Boaz Lerner |
| 2016 | ICPR | Exposing and modeling underlying mechanisms in ALS with machine learning. | Jonathan Gordon, Boaz Lerner |
| 2016 | UAI | Pairwise Cluster Comparison for Learning Latent Variable Models. | Nuaman Asbeh, Boaz Lerner |
| 2013 | IJCAI | Adaptive Thresholding in Structure Learning of a Bayesian Network. | Boaz Lerner, Michal Afek, Rafi Bojmel |
| 2006 | ICPR | Learning Bayesian Networks for Cytogenetic Image Classification. | Boaz Lerner, Roy Malka |
| 2006 | ICPR | Image Classification for Genetic Diagnosis using Fuzzy ARTMAP. | Boaz Lerner, Boaz Vigdor |
| 2006 | SSPR | Bayesian Class-Matched Multinet Classifier. | Yaniv Gurwicz, Boaz Lerner |
| 2006 | SSPR | Bayesian Network Structure Learning by Recursive Autonomy Identification. | Raanan Yehezkel, Boaz Lerner |
| 2005 | AISTATS | Recursive Autonomy Identification for Bayesian Network Structure Learning. | Raanan Yehezkel, Boaz Lerner |
| 2004 | ICPR | Signal Discrimination Using a Support Vector Machine for Genetic Syndrome Diagnosis. | Amit David, Boaz Lerner |
| 2004 | ICPR | Rapid Spline-based Kernel Density Estimation for Bayesian Networks. | Yaniv Gurwicz, Boaz Lerner |
| 2000 | BMVC | Automatic Analysis of Fluorescence In-Situ Hybridisation Images. | W. F. Clocksin, Boaz Lerner |
| 1996 | ICPR | Feature extraction by neural network nonlinear mapping for pattern classification. | Boaz Lerner, Hugo Guterman, Mayer E. Aladjem, Its'hak Dinstein, Yitzhak Romem |
| 1994 | ICPR | Feature selection and learning curves of a multilayer perceptron chromosome classifier. | Boaz Lerner, Hugo Guterman, Its'hak Dinstein, Yitzhak Romem |