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ORCIDLizy Abraham
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Journal Articles
- 2024
[j9]Anju S. Mohan
, Lizy Abraham:
An ensemble deep learning approach for air quality estimation in Delhi, India. Earth Sci. Informatics 17(3): 1923-1948 (2024)- [j8]Rahul Umesh Mhapsekar, Norah O'Shea, Steven Davy, Deirdre Kilbane, Lizy Abraham:
An Edge-Centric Industrial IoT Solution for Smart Dairy Processing. IEEE Internet Things Mag. 7(5): 80-87 (2024) - [j7]M. Sabeena, Lizy Abraham:
Convolutional block attention based network for copy-move image forgery detection. Multim. Tools Appl. 83(1): 2383-2405 (2024) - [j6]Ann Nita Netto, Lizy Abraham, Saji Philip:
Hybrid Deep Learning Model for Paediatric Cardiac Anomaly Detection and Classification. SN Comput. Sci. 5(5): 642 (2024) - [j5]Muhammad Zawish, Steven Davy, Lizy Abraham:
Complexity-Driven Model Compression for Resource-Constrained Deep Learning on Edge. IEEE Trans. Artif. Intell. 5(8): 3886-3901 (2024) - [j4]Rahul Umesh Mhapsekar, Norah O'Shea, Steven Davy, Lizy Abraham:
Hybrid Blended Deep Learning Approach for Milk Quality Analysis. IEEE Trans. Emerg. Top. Comput. Intell. 8(3): 2253-2268 (2024) - 2022
- [j3]Lizy Abraham, Steven Davy, Muhammad Zawish, Rahul Umesh Mhapsekar, John A. Finn, Patrick Moran:
Preliminary Classification of Selected Farmland Habitats in Ireland Using Deep Neural Networks. Sensors 22(6): 2190 (2022) - 2021
- [j2]M. Sabeena, Lizy Abraham:
Digital image forensic using deep flower pollination with adaptive Harris hawk optimization. Multim. Tools Appl. 80(17): 26333-26355 (2021) - 2018
- [j1]Lizy Abraham, Andrea Urru, Niccolo Norman, Mariusz P. Wilk, Michael J. Walsh, Brendan O'Flynn:
Hand Tracking and Gesture Recognition Using Lensless Smart Sensors. Sensors 18(9): 2834 (2018)
Conference and Workshop Papers
- 2024
- [c11]Muhammad Zawish, Paul Albert, Flavio Esposito, Steven Davy, Lizy Abraham:
Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge. CVPR Workshops 2024: 5357-5365 - [c10]Rahul Umesh Mhapsekar, Muhammad Iftikhar Umrani, Malik Faizan, Omer Ali, Lizy Abraham:
Building Trust in AI-Driven Decision Making for Cyber-Physical Systems (CPS): A Comprehensive Review. ETFA 2024: 1-8 - 2023
- [c9]Hima Vijayan V. P, M. Abdul Rahiman, Lizy Abraham:
Harnessing TernausNet For The Segmentation Of Heart From Chest X-ray For The Recognition Of Atrial Septal Defect. ICCCNT 2023: 1-6 - [c8]Maya M. Warrier, Lizy Abraham, Resmi R:
An Optimal Deep Ensemble Model for the Classification of Pneumonia from Chest X-Rays. ICCCNT 2023: 1-7 - 2022
- [c7]Rahul Umesh Mhapsekar, Lizy Abraham, Norah O'Shea, Steven Davy:
Edge-AI Implementation for Milk Adulteration Detection. GCAIoT 2022: 108-113 - [c6]Muhammad Zawish, Lizy Abraham, Kapal Dev, Steven Davy:
Towards Resource-aware DNN Partitioning for Edge Devices with Heterogeneous Resources. GLOBECOM 2022: 5649-5655 - 2019
- [c5]Lizy Abraham, Liz Mary Tharian, S. Rajalekshmi, P. S. Gayathri, S. Nandan:
A Low Cost Automated Medicine Unit. ICCCNT 2019: 1-4 - 2018
- [c4]Niccolo Norman, Andrea Urru, Lizy Abraham, Michael J. Walsh, Salvatore Tedesco, Angelo Cenedese, Gian Antonio Susto, Brendan O'Flynn:
A machine learning approach for gesture recognition with a lensless smart sensor system. BSN 2018: 136-139 - 2017
- [c3]Lizy Abraham, Andrea Urru, Mariusz P. Wilk, Salvatore Tedesco, Michael J. Walsh, Brendan O'Flynn:
Point tracking with lensless smart sensors. IEEE SENSORS 2017: 1-3 - 2013
- [c2]Lizy Abraham, M. Sasikumar:
A fuzzy based road network extraction from degraded satellite images. ICACCI 2013: 2032-2036 - 2012
- [c1]Lizy Abraham, M. Sasikumar:
Cloud Extraction and Removal in Aerial and Satellite Images. ISI 2012: 341-347
Informal and Other Publications
- 2024
- [i2]Muhammad Zawish, Paul Albert, Flavio Esposito, Steven Davy, Lizy Abraham:
Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge. CoRR abs/2404.11230 (2024) - 2022
- [i1]Muhammad Zawish, Steven Davy, Lizy Abraham:
Complexity-Driven CNN Compression for Resource-constrained Edge AI. CoRR abs/2208.12816 (2022)
Coauthor Index
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