by Sanjeev Naguleswaran | Aug 1, 2025 | Data Science, Quantum Machine Learning
Quantum Pre-Processing for Image Recognition This study investigates a method for image classification using hybrid quantum-classical neural networks. A quantum pre-processing step is introduced to enhance the feature extraction process. A quantum convolutional...
by Sanjeev Naguleswaran | Apr 1, 2025 | Data Analytics, Quantum Machine Learning
Quantum Pre-processing for Machine Learning Applications in Industry Preprocessing Examples 1. Classifying data before applying other methods 2. Image recognition with noisy data 3. Protein sequencing for processing Rare Earth Elements...
by Sanjeev Naguleswaran | Aug 31, 2024 | Data Science, Quantum Machine Learning
Machine Learning and Quantum Intelligence for Challenging Data Scenarios The advent of more accessible Machine Learning (ML) methods has opened new avenues for ML-driven applications in traditionally data-scarce domains. One such challenging area that we...
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