| Counterfactual explanations for oblique decision trees: Exact, efficient algorithms MÁ Carreira-Perpiñán, SS Hada Proceedings of the AAAI conference on artificial intelligence 35 (8), 6903-6911, 2021 | 33 | 2021 |
| Non-greedy algorithms for decision tree optimization: An experimental comparison A Zharmagambetov, SS Hada, M Gabidolla, MA Carreira-Perpinán 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 25 | 2021 |
| Exploring counterfactual explanations for classification and regression trees SS Hada, MÁ Carreira-Perpiñán Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 17 | 2021 |
| An experimental comparison of old and new decision tree algorithms A Zharmagambetov, SS Hada, MÁ Carreira-Perpiñán, M Gabidolla arXiv preprint arXiv:1911.03054, 2019 | 16 | 2019 |
| Sparse oblique decision trees: A tool to understand and manipulate neural net features SS Hada, MÁ Carreira-Perpiñán, A Zharmagambetov Data Mining and Knowledge Discovery, 1-40, 2023 | 13 | 2023 |
| Feasibility of desalination by solar stills for small community scale freshwater demand SK Hota, SS Hada, C Keske, G Diaz Journal of Cleaner Production 379, 134595, 2022 | 13 | 2022 |
| Sampling the" Inverse Set" of a Neuron: An Approach to Understanding Neural Nets SS Hada, MÁ Carreira-Perpiñán arXiv preprint arXiv:1910.04857, 2019 | 9 | 2019 |
| Sampling the “Inverse Set” of a Neuron SS Hada, MA Carreira-Perpinán | 7 | 2018 |
| Understanding and manipulating neural net features using sparse oblique classification trees SS Hada, MÁ Carreira-Perpiñán, A Zharmagambetov 2021 IEEE International Conference on Image Processing (ICIP), 3707-3711, 2021 | 6 | 2021 |
| Interpretable image classification using sparse oblique decision trees SS Hada, MÁ Carreira-Perpiñán ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 2 | 2022 |
| Style transfer by rigid alignment in neural net feature space SS Hada, MA Carreira-Perpinán Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021 | 2 | 2021 |
| Inverse classification with logistic and softmax classifiers: efficient optimization MA Carreira-Perpinán, SS Hada arXiv preprint arXiv:2309.08945, 2023 | 1 | 2023 |
| Very fast, approximate counterfactual explanations for decision forests MÁ Carreira-Perpiñán, SS Hada Proceedings of the AAAI conference on artificial intelligence 37, 6935--6943, 2023 | 1 | 2023 |
| Sparse oblique decision trees: A tool to interpret natural language processing datasets SS Hada, MÁ Carreira-Perpiñán 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 1 | 2022 |
| A Fast Encoding Method for Fractal Image Compression SS Hada International Journal of Computer Applications 975, 8887, 2014 | 1 | 2014 |
| Interpretable Image Classification Using Sparse Oblique Decision Trees S Singh Hada, MA Carreira-Perpinan International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 | | 2022 |
| Approaches to Interpret Deep Neural Networks SS Hada University of California, Merced, 2022 | | 2022 |
| Sparse Oblique Decision Trees: A Tool to Understand and Manipulate Neural Net Features S Singh Hada, MÁ Carreira-Perpiñán, A Zharmagambetov arXiv e-prints, arXiv: 2104.02922, 2021 | | 2021 |
| Supplementary material for: Style Transfer by Rigid Alignment in Neural Net Feature Space SS Hada, MA Carreira-Perpinán | | 2020 |
| Sampling the" Inverse Set" of a Neuron: An Approach to Understanding Neural Nets S Singh Hada, MÁ Carreira-Perpiñán arXiv e-prints, arXiv: 1910.04857, 2019 | | 2019 |
Miguel Á. Carreira-PerpiñánProfessor of Computer Science, University of California, MercedVerified email at ucmerced.edu
