Local diagonal extrema number pattern: A new feature descriptor for face recognition A Pillai, R Soundrapandiyan, S Satapathy, SC Satapathy, KH Jung, ... Future Generation Computer Systems 81, 297-306, 2018 | 60 | 2018 |
Accurate Step Count with Generalized and Personalized Deep Learning on Accelerometer Data L Luu, A Pillai, H Lea, R Buendia, FM Khan, G Dennis Sensors 22 (11), 3989, 2022 | 15 | 2022 |
Graph Convolutional Networks for Predicting Drug-Protein Interactions HE Manoochehri, A Pillai, M Nourani 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 15 | 2019 |
First-Gen Lens: Assessing Mental Health of First-Generation Students across Their First Year at College Using Mobile Sensing W Wang, S Nepal, JF Huckins, L Hernandez, V Vojdanovski, D Mack, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022 | 11 | 2022 |
Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major … MD Nemesure, AC Collins, GD Price, TZ Griffin, A Pillai, S Nepal, ... Journal of Psychopathology and Clinical Science 133 (2), 155, 2024 | 7 | 2024 |
Adaptive new top-hat transform and multi-scale sequential toggle operator based infrared image enhancement A Pillai, S Rajkumar, K Marimuthu, G Rajasekaran 2017 Innovations in Power and Advanced Computing Technologies (i-PACT), 1-5, 2017 | 7 | 2017 |
Personalized Step Counting Using Wearable Sensors: A Domain Adapted LSTM Network Approach A Pillai, H Lea, F Khan, G Dennis Machine Learning for Pharma and Healthcare Applications at ECML PKDD 2020, 2020 | 5 | 2020 |
A survey of passive sensing in the workplace S Nepal, GJ Martinez, A Pillai, K Saha, S Mirjafari, VD Swain, X Xu, ... arXiv preprint arXiv:2201.03074, 2022 | 4 | 2022 |
Capturing the College Experience: A Four-Year Mobile Sensing Study of Mental Health, Resilience and Behavior of College Students during the Pandemic S Nepal, W Liu, A Pillai, W Wang, V Vojdanovski, JF Huckins, C Rogers, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024 | 2 | 2024 |
Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones A Pillai, SK Nepal, W Wang, M Nemesure, M Heinz, G Price, D Lekkas, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024 | 2 | 2024 |
Rare Life Event Detection via Mobile Sensing Using Multi-Task Learning A Pillai, S Nepal, A Campbell Conference on Health, Inference, and Learning, 279-293, 2023 | 2 | 2023 |
Accurate Step Count With Generalizable Deep Learning on Accelerometer Data L Luu, A Pillai, H Lea, R Buendia, FM Khan, G Dennis 2021 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2021 | 2 | 2021 |
MoodCapture: Depression Detection Using In-the-Wild Smartphone Images S Nepal*, A Pillai*, W Wang, T Griffin, AC Collins, M Heinz, D Lekkas, ... arXiv preprint arXiv:2402.16182 (*equal contribution), 2024 | 1 | 2024 |
Long-Term Analysis of a Human-AI Collaboration Study Using a Mobile Game T Adamson, A Pillai, A Campbell, L Tapia, LS Obregon, EC Carter | 1 | 2023 |
Semantic Signals in Self-Reference: The Detection and Prediction of Depressive Symptoms from the Daily Diary Entries of a Sample with Major Depressive Disorder AC Collins, D Lekkas, MD Nemesure, TZ Griffin, GD Price, A Pillai, ... | 1 | 2023 |
Machine Learning Enabled Non-invasive Diagnosis of Nonalcoholic Fatty Liver Disease and Assessment of Abdominal Fat from MRI Data A Pillai, K Bliznashki, E Hutchison, C Kumar, B Challis, M Patel medRxiv, 2022.03. 25.22272965, 2022 | 1 | 2022 |
Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App S Nepal, A Pillai, W Campbell, T Massachi, ES Choi, O Xu, J Kuc, ... arXiv preprint arXiv:2404.00487, 2024 | | 2024 |
Social Isolation and Serious Mental Illness: The Role of Context-Aware Mobile Interventions S Nepal*, A Pillai*, EM Parrish, J Holden, C Depp, AT Campbell, ... IEEE Pervasive Computing (*equal contribution), 2024 | | 2024 |
Effective expression analysis using gene interaction matrices and convolutional neural networks A Pillai, P Grabowski, B John bioRxiv, 2021.09. 07.459284, 2021 | | 2021 |