| Machine Learning for Microcontroller-Class Hardware: A Review SS Saha, SS Sandha, M Srivastava IEEE Sensors Journal 22 (22), 21362-21390, 2022 | 251 | 2022 |
| Wearable Sensors for Monitoring Marine Environments and Their Inhabitants A Kaidarova, NR Geraldi, RP Wilson, J Kosel, MG Meekan, VM Eguíluz, ... Nature Biotechnology 41, 1208–1220, 2023 | 85 | 2023 |
| DU-MD: An Open-Source Human Action Dataset for Ubiquitous Wearable Sensors SS Saha, S Rahman, MJ Rasna, AKMM Islam, MAR Ahad 2018 Joint 7th International Conference on Informatics, Electronics & Vision …, 2018 | 57 | 2018 |
| TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation SS Saha, SS Sandha, LA Garcia, M Srivastava Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous …, 2022 | 51 | 2022 |
| Feature Extraction, Performance Analysis and System Design Using the DU Mobility Dataset SS Saha, S Rahman, MJ Rasna, TB Zahid, AKMM Islam, MAR Ahad IEEE Access 6, 44776-44786, 2018 | 34 | 2018 |
| Neural-Kalman GNSS/INS Navigation for Precision Agriculture Y Du, SS Saha, SS Sandha, A Lovekin, J Wu, S Siddharth, M Chowdhary, ... IEEE International Conference on Robotics and Automation (ICRA), 9622-9629, 2023 | 31 | 2023 |
| AURITUS: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables SS Saha, SS Sandha, S Pei, V Jain, Z Wang, Y Li, A Sarker, M Srivastava Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous …, 2022 | 25 | 2022 |
| TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning SS Saha, SS Sandha, M Aggarwal, B Wang, L Han, J de Gortari Briseno, ... ACM Transactions on Embedded Computing Systems 23 (3), 1–48, 2023 | 24 | 2023 |
| Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production SS Sandha, M Aggarwal, SS Saha, M Srivastava 2021 IEEE Third International Conference on Cognitive Machine Intelligence …, 2021 | 22* | 2021 |
| Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data SS Saha, SS Sandha, M Srivastava Human Activity Recognition Challenge - Smart Innovations, Systems and …, 2020 | 22 | 2020 |
| Position Independent Activity Recognition Using Shallow Neural Architecture and Empirical Modeling SS Saha, S Rahman, ZRR Haque, T Hossain, S Inoue, MAR Ahad 2019 ACM International Joint Conference and 2019 International Symposium on …, 2019 | 15 | 2019 |
| Ensuring Cybersecure Telemetry and Telecommand in Small Satellites: Recent Trends and Empirical Propositions SS Saha, S Rahman, SK Aditya, MU Ahmed IEEE Aerospace and Electronic Systems Magazine 34 (8), 34 - 49, 2019 | 15 | 2019 |
| LocoMote: AI-driven Sensor Tags for Fine-Grained Undersea Localization and Sensing SS Saha, C Davis, SS Sandha, J Park, J Geronimo, LA Garcia, ... IEEE Sensors Journal 24 (10), 16999-17018, 2024 | 14 | 2024 |
| Supervised and Neural Classifiers for Locomotion Analysis SS Saha, S Rahman, MJ Rasna, T Hossain, S Inoue, MAR Ahad 2018 ACM International Joint Conference on Pervasive and Ubiquitous …, 2018 | 14 | 2018 |
| Design, Control & Performance Analysis of Muktibot HU Zaman, ASMMB Shuvo, FH Chowdhury, T Uddin, SR Tamim, ... The 7th IEEE Annual Information Technology, Electronics and Mobile …, 2016 | 13 | 2016 |
| AutoML for On-sensor Tiny Machine Learning M Chowdhary, D Lilienthal, SS Saha, KC Palle IEEE Sensors Letters 7 (11), 1-4, 2023 | 11 | 2023 |
| On-Sensor Online Learning and Classification Under 8 KB Memory M Chowdhary, SS Saha The 26th International Conference on Information Fusion (FUSION 2023), 8, 2023 | 11 | 2023 |
| FoodAlytics: a Formalin Detection System Incorporating a Supervised Learning Approach SS Saha, MS Siraj, WB Habib 2017 IEEE Region 10 Humanitarian Technology Conference (R10-HTC), 4, 2017 | 9 | 2017 |
| Inertial Navigation on Extremely Resource-Constrained Platforms: Methods, Opportunities and Challenges SS Saha, Y Du, SS Sandha, LA Garcia, MK Jawed, M Srivastava 2023 IEEE/ION Position, Location and Navigation Symposium (PLANS 2023), 708-723, 2023 | 7* | 2023 |
| Shape Memory Material- Concepts, Recent Trends and Future Directions SS Saha, A Islam 7th Student Conference on Informatics, Electronics & Vision, 5, 2018 | 4 | 2018 |
Mani SrivastavaProfessor of Electrical & Computer Engineering, and Professor of Computer Science, UCLAVerified email at ucla.edu
