| Unsupervised Selection of Negative Examples for Grounded Language Learning N Pillai, C Matuszek The 32nd AAAI Conference on Artificial Intelligence, New Orleans, February 2018, 2018 | 29* | 2018 |
| Cyber-Physical System Security Surveillance using Knowledge Graph based Digital Twins-A Smart Farming Usecase SSL Chukkapalli, N Pillai, S Mittal, A Joshi 2021 IEEE International Conference on Intelligence and Security Informatics …, 2021 | 14 | 2021 |
| Improving grounded language acquisition efficiency using interactive labeling N Pillai, KK Budhraja, C Matuszek Robotics: Science and Systems workshop on Model Learning for Human-Robot …, 2016 | 11 | 2016 |
| Deep learning for category-free grounded language acquisition NW Pillai, F Ferraro, C Matuszek NAACL Workshop on Spatial Language Understanding and Grounded Communication …, 2019 | 10 | 2019 |
| Preharvest Environmental and Management Drivers of Multidrug Resistance in Major Bacterial Zoonotic Pathogens in Pastured Poultry Flocks MB Ayoola, N Pillai, B Nanduri, MJ Rothrock, M Ramkumar Microorganisms 10 (9), 1703, 2022 | 7 | 2022 |
| Optimal Semantic Distance for Negative Example Selection in Grounded Language Acquisition N Pillai, F Ferraro, C Matuszek Robotics: Science and Systems workshop on Models and Representations for …, 2018 | 7 | 2018 |
| Sampling Approach Matters: Active Learning for Robotic Language Acquisition N Pillai, E Raff, F Ferraro, C Matuszek IEEE BigData (special session on machine learning in big data), 2020, 2020 | 6 | 2020 |
| Building Language-Agnostic Grounded Language Learning Systems C Kery, N Pillai, C Matuszek, F Ferraro 2019 28th IEEE International Conference on Robot and Human Interactive …, 2019 | 6 | 2019 |
| Identifying Negative Exemplars in Grounded Language Data Sets N Pillai, C Matuszek Robotics: Science and Systems workshop on Spatial-Semantic Representations …, 2017 | 6 | 2017 |
| An ensemble learning approach to identify pastured poultry farm practice variables and soil constituents that promote Salmonella prevalence N Pillai, MB Ayoola, B Nanduri, MJ Rothrock Jr, M Ramkumar Heliyon 8 (11), 2022 | 5 | 2022 |
| Artificial Intelligence Models for Zoonotic Pathogens: A Survey N Pillai, M Ramkumar, B Nanduri Microorganisms 10 (10), 1911, 2022 | 5 | 2022 |
| Neural Variational Learning for Grounded Language Acquisition N Pillai, C Matuszek, F Ferraro 30th IEEE International Conference on Robot and Human Interactive …, 2021 | 4 | 2021 |
| URA*: Uncertainty-aware Path Planning using Image-based Aerial-to-Ground Traversability Estimation for Off-road Environments C Moore, S Mitra, N Pillai, M Moore, S Mittal, C Bethel, J Chen arXiv preprint arXiv:2309.08814, 2023 | 2 | 2023 |
| Towards Optimal Microbiome to Inhibit Multidrug Resistance N Pillai, B Nanduri, MJ Rothrock, Z Chen, M Ramkumar 2023 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2023 | 2 | 2023 |
| Security Considerations in AI-Robotics: A Survey of Current Methods, Challenges, and Opportunities S Neupane, S Mitra, IA Fernandez, S Saha, S Mittal, J Chen, N Pillai, ... IEEE Access, 2024 | 1 | 2024 |
| Predicting foodborne pathogens and probiotics taxa within poultry-related microbiomes using a machine learning approach MB Ayoola, N Pillai, B Nanduri, MJ Rothrock Jr, M Ramkumar Animal Microbiome 5 (1), 57, 2023 | 1 | 2023 |
| Measuring Perceptual and Linguistic Complexity in Multilingual Grounded Language Data N Pillai, C Matuszek, F Ferraro The International FLAIRS Conference Proceedings, 2021, 2021 | 1 | 2021 |
| Towards Interpreting Multi-Objective Feature Associations N Pillai, G Gireesan, MJ Rothrock Jr, B Nanduri, Z Chen, M Ramkumar The 18th Annual International Systems Conference (IEEE SysCon 2024), 2024 | | 2024 |
| EndToEndML: An Open-Source End-to-End Pipeline for Machine Learning Applications N Pillai, AR Das, M Ayoola, G Gireesan, B Nanduri, M Ramkumar 2024 7th International Conference on Information and Computer Technologies …, 2024 | | 2024 |
| No-boundary thinking for artificial intelligence in bioinformatics and education P Patel, N Pillai, I Toby Frontiers in Bioinformatics 3, 1332902, 2024 | | 2024 |
Cynthia MatuszekAssociate Professor, UMBCVerified email at umbc.edu
