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Robustness Attributes to Safeguard Machine Learning Models in Production

H. Abdelkader, M. Abdelrazek, J. Schneider, P. Rani, R. Vasa

2023 / pp. Accepted on 11/10/2023 / IEEE Conference on Engineering Informatics 2023

Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee

G. Ngo, D. Nguyen, D. Phan-Trong, S. Gupta

2023 / pp. Accepted on 11 September 2023 / Asian Conference on Machine Learning (ACML)

Exploring the Reliability of IoT Packet Classifiers: An Experimental Study

R. V. H. G. I. L. M. T. 1. A. Pasquini, A. Chambers

2023 / pp. Accepted on 22/09/2023 / 2023 IEEE Globecom Workshops

EEG datasets for seizure detection and prediction—A review

S. Wong, A. Simmons, J. Rivera-Villicana, S. Barnett, S. Sivathamboo, P. Perucca, Z. Ge, P. Kwan, L. Kuhlmann, R. Vasa, others

2023 / Vol. 8, pp. 252 - 267 / Epilepsia Open

Factors affecting interpretation of dental radiographs

S. Hegde, J. Gao, R. Vasa, S. Cox

2023 / Vol. 52, pp. 20220279 / Dentomaxillofacial Radiology

Decentralized Federated Learning Strategy with Image Classification using ResNet Architecture

H. Du, S. Thudumu, S. Singh, S. Barnett, I. Logothetis, R. Vasa, K. Mouzakis

2023 / pp. 706 - 707 / 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC)

UAV dynamic object tracking with Lightweight Deep Vision Reinforcement Learning

H. Nguyen, S. Thudumu, H. Du, K. Mouzakis, R. Vasa

2023 / Vol. 16, pp. 227 / Algorithms

Case study of designing and evaluating an independent open learner model tool

C. Y. Law, J. Grundy, K. V. Baggo, A. Cain, R. Vasa

2023 / Vol. 8, pp. 2237331 / Higher Education Pedagogies

Contextual topic discovery using unsupervised keyphrase extraction and hierarchical semantic graph model

H. Du, S. Thudumu, A. Giardina, R. Vasa, K. Mouzakis, L. Jiang, J. Chisholm, S. Bista

2023 / Vol. 10, pp. 156 / Journal of Big Data

An Integrated Federated Learning and Meta-Learning Approach for Mining Operations

V. Munagala, S. Singh, S. Thudumu, I. Logothetis, S. Bhandari, A. Bhandari, K. Mouzakis, R. Vasa

2023 / pp. 379 - 390 / Australasian Joint Conference on Artificial Intelligence

Universal Graph Continual Learning

T. D. Hoang, D. Nguyen, B. Nguyen, H. H. Nguyen, H. Le, others

2023 / pp. 1 - 16 / Transactions on Machine Learning Research

Beyond Surprise: Improving Exploration Through Surprise Novelty

H. Le, K. Do, D. Nguyen, S. Venkatesh

2023 / pp. Accepted on 21/5/2023 / International Conference on Autonomous Agents and Multi-Agent Systems(AAMAS)