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Dimensionality Reduction for Data Analysis With Quantum Feature Learning
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/qute.201900038openalex-snapshot
High‐Dimensional Quantum Communication: Benefits, Progress, and Future Challenges
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Potential of quantum computing to effectively comprehend the complexity of brain
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Measurement-device-independent quantum key distribution with uncharacterized coherent sources
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Quantum locally linear embedding for nonlinear dimensionality reduction
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Quantum algorithm for Laplacian eigenmap via Rayleigh quotient iteration
inferredcites →https://doi.org/10.1007/s40747-021-00398-7openalex-snapshot
Comparative performance analysis of quantum machine learning with deep learning for diabetes prediction
inferredcites →https://doi.org/10.1007/s42484-021-00056-8openalex-snapshot
An introduction to quantum machine learning: from quantum logic to quantum deep learning
inferredcites →https://doi.org/10.1007/s42484-023-00138-9openalex-snapshot
Quantum Gaussian process regression for Bayesian optimization
inferredcites →https://doi.org/10.1016/b978-0-12-824555-2.00019-8openalex-snapshot
Quantum computing in renewable energy exploration: status, opportunities, and challenges
inferredcites →https://doi.org/10.1016/j.aop.2024.169641openalex-snapshot
On the emergent “Quantum” theory in complex adaptive systems
inferredcites →https://doi.org/10.1016/j.apenergy.2021.117628openalex-snapshot
Quantum computing based hybrid deep learning for fault diagnosis in electrical power systems
inferredcites →https://doi.org/10.1016/j.icte.2022.08.004openalex-snapshot
Quantum distributed deep learning architectures: Models, discussions, and applications
inferredcites →https://doi.org/10.1016/j.ins.2022.12.036openalex-snapshot
Algorithm for orthogonal matrix nearness and its application to feature representation
inferredcites →https://doi.org/10.1016/j.patcog.2021.107996openalex-snapshot
Robust deep k -means: An effective and simple method for data clustering
inferredcites →https://doi.org/10.1016/j.procs.2023.01.235openalex-snapshot
Quantum Machine Learning: Scope for real-world problems
inferredcites →https://doi.org/10.1016/j.sigpro.2023.108959openalex-snapshot
Multi-channel nuclear norm minus Frobenius norm minimization for color image denoising
inferredcites →https://doi.org/10.1016/j.ymssp.2022.109884openalex-snapshot
Deep discriminative transfer learning network for cross-machine fault diagnosis
inferredcites →https://doi.org/10.1016/s0165-1684(99)00024-9openalex-snapshot
Robust M-estimates of the frequency and amplitude of a complex-valued harmonic
inferredcites →https://doi.org/10.1016/s0167-2789(98)00045-1openalex-snapshot
Information theory of quantum entanglement and measurement
inferredcites →https://doi.org/10.1038/ncomms1147openalex-snapshot
Efficient quantum state tomography
inferredcites →https://doi.org/10.1038/nphys3029openalex-snapshot
Quantum principal component analysis
inferredcites →https://doi.org/10.1038/s41467-023-36361-yopenalex-snapshot
Separation of scales and a thermodynamic description of feature learning in some CNNs
inferredcites →https://doi.org/10.1038/s41586-019-0912-1openalex-snapshot
Deep learning and process understanding for data-driven Earth system science
inferredcites →https://doi.org/10.1038/s41598-022-25280-5openalex-snapshot
Quantum face recognition protocol with ghost imaging
inferredcites →https://doi.org/10.1038/s41598-023-43729-zopenalex-snapshot
Nonnegative/Binary matrix factorization for image classification using quantum annealing
inferredcites →https://doi.org/10.1038/s42005-023-01287-wopenalex-snapshot
An unsupervised deep learning algorithm for single-site reconstruction in quantum gas microscopes
inferredcites →https://doi.org/10.1038/srep13304openalex-snapshot
Systematic Dimensionality Reduction for Quantum Walks: Optimal Spatial Search and Transport on Non-Regular Graphs
inferredcites →https://doi.org/10.1039/d2cs00203eopenalex-snapshot
Quantum machine learning for chemistry and physics
inferredcites →https://doi.org/10.1063/5.0155009openalex-snapshot
Machine learning aided dimensionality reduction toward a resource efficient projective quantum eigensolver: Formal development and pilot applications
inferredcites →https://doi.org/10.1088/1126-6708/2000/06/044openalex-snapshot
Space/time non-commutativity and causality
inferredcites →https://doi.org/10.1088/1126-6708/2005/03/076openalex-snapshot
Regularization by Dimensional Reduction: Consistency, Quantum Action Principle, and Supersymmetry
inferredcites →https://doi.org/10.1088/1367-2630/18/2/023023openalex-snapshot
The theory of variational hybrid quantum-classical algorithms
inferredcites →https://doi.org/10.1088/1367-2630/18/7/073011openalex-snapshot
Quantum discriminant analysis for dimensionality reduction and classification
inferredcites →https://doi.org/10.1088/2058-9565/aab859openalex-snapshot
Opportunities and challenges for quantum-assisted machine learning in near-term quantum computers
inferredcites →https://doi.org/10.1088/2058-9565/abbe66openalex-snapshot
Quantum algorithm for the nonlinear dimensionality reduction with arbitrary kernel
inferredcites →https://doi.org/10.1088/2058-9565/ad40ccopenalex-snapshot
Privacy-preserving quantum federated learning via gradient hiding
inferredcites →https://doi.org/10.1088/2632-2153/ace417openalex-snapshot
Robust detection of marine life with label-free image feature learning and probability calibration
inferredcites →https://doi.org/10.1103/physreva.101.032323openalex-snapshot
Variational quantum algorithms for dimensionality reduction and classification
inferredcites →https://doi.org/10.1103/physreva.108.042420openalex-snapshot
Adiabatic quantum learning
inferredcites →https://doi.org/10.1103/physreva.98.012324openalex-snapshot
Quantum generative adversarial networks
inferredcites →https://doi.org/10.1103/physrevb.108.125113openalex-snapshot
Deep learning nonlocal and scalable energy functionals for quantum Ising models
inferredcites →https://doi.org/10.1103/physrevlett.122.040504openalex-snapshot
Quantum Machine Learning in Feature Hilbert Spaces
inferredcites →https://doi.org/10.1103/physrevlett.125.260501openalex-snapshot
Extreme Dimensionality Reduction with Quantum Modeling
inferredcites →https://doi.org/10.1103/prxquantum.3.030334openalex-snapshot
Covariance Matrix Preparation for Quantum Principal Component Analysis
inferredcites →https://doi.org/10.1103/prxquantum.4.010328openalex-snapshot
Exploiting Symmetry in Variational Quantum Machine Learning
inferredcites →https://doi.org/10.1109/access.2020.3029728openalex-snapshot
An Improved Harris Hawks Optimization Algorithm With Simulated Annealing for Feature Selection in the Medical Field
inferredcites →https://doi.org/10.1109/access.2021.3056407openalex-snapshot
Metaheuristic Algorithms on Feature Selection: A Survey of One Decade of Research (2009-2019)
inferredcites →https://doi.org/10.1109/access.2024.3353461openalex-snapshot
Quantum Machine Learning Revolution in Healthcare: A Systematic Review of Emerging Perspectives and Applications
inferredcites →https://doi.org/10.1109/iccv51070.2023.01603openalex-snapshot
FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction
inferredcites →https://doi.org/10.1109/icgtspicc.2016.7955261openalex-snapshot
Application of quantum search algorithms as a web search engine
inferredcites →https://doi.org/10.1109/ijcnn.2017.7966185openalex-snapshot
Improvement of learning for CNN with ReLU activation by sparse regularization
inferredcites →https://doi.org/10.1109/ijcnn48605.2020.9207714openalex-snapshot
Machine Learning Algorithms in Quantum Computing: A Survey
inferredcites →https://doi.org/10.1109/iq-cchess56596.2023openalex-snapshot
2023 International Conference on Quantum Technologies, Communications, Computing, Hardware and Embedded Systems Security (iQ-CCHESS)
inferredcites →https://doi.org/10.1109/iq-cchess56596.2023.10391745openalex-snapshot
Advancements in Quantum Machine Learning and Quantum Deep Learning: A Comprehensive Review of Algorithms, Challenges, and Future Directions
inferredcites →https://doi.org/10.1109/lsp.2023.3301244openalex-snapshot
Robust Low-Rank Matrix Recovery as Mixed Integer Programming via $\ell _{0}$-Norm Optimization
inferredcites →https://doi.org/10.1109/mci.2014.2326099openalex-snapshot
The Emerging "Big Dimensionality"
inferredcites →https://doi.org/10.1109/tcsvt.2023.3274168openalex-snapshot
Efficient Feature Reconstruction via l 2,1-Norm Regularization for Few-Shot Classification
inferredcites →https://doi.org/10.1109/tqe.2021.3140152openalex-snapshot
A Low-Complexity Quantum Principal Component Analysis Algorithm
inferredcites →https://doi.org/10.1109/tvcg.2021.3114765openalex-snapshot
Joint t -SNE for Comparable Projections of Multiple High-Dimensional Datasets
inferredcites →https://doi.org/10.1111/exsy.13308openalex-snapshot
Cervical precancerous lesion classification using quantum invasive weed optimization with deep learning on biomedical pap smear images
inferredcites →https://doi.org/10.1140/epjqt/s40507-021-00091-1openalex-snapshot
Commercial applications of quantum computing
inferredcites →https://doi.org/10.1140/epjst/e2012-01535-1openalex-snapshot
The modern tools of quantum mechanics
inferredcites →https://doi.org/10.1142/s0219749914400012openalex-snapshot
Limitations on quantum dimensionality reduction
inferredcites →https://doi.org/10.1145/276698.276712openalex-snapshot
A framework for fast quantum mechanical algorithms
inferredcites →https://doi.org/10.1145/3529756openalex-snapshot
A Leap among Quantum Computing and Quantum Neural Networks: A Survey
inferredcites →https://doi.org/10.1145/3531010openalex-snapshot
Hardware Trojan Detection Using Unsupervised Deep Learning on Quantum Diamond Microscope Magnetic Field Images
inferredcites →https://doi.org/10.1186/s40537-019-0175-6openalex-snapshot
Analysis of diabetes mellitus for early prediction using optimal features selection
inferredcites →https://doi.org/10.18154/rwth-2026-02888openalex-snapshot
Quantum Algorithms: A Survey of Applications and End-to-end Complexities
inferredcites →https://doi.org/10.22331/q-2018-08-06-79openalex-snapshot
Quantum Computing in the NISQ era and beyond
inferredcites →https://doi.org/10.3390/c9030076openalex-snapshot
Effective Quantum Graph Models of Some Nonequilateral Graphyne Materials
inferredcites →https://doi.org/10.3390/en15082792openalex-snapshot
Exploring Quantum Machine Learning and Feature Reduction Techniques for Wind Turbine Pitch Fault Detection
inferredcites →https://doi.org/10.4018/978-1-6684-8785-3.ch002openalex-snapshot
Pattern Recognition by IoT Systems of Machine Learning
inferredcites →https://doi.org/10.4018/978-1-6684-8851-5openalex-snapshot
Handbook of Research on AI-Based Technologies and Applications in the Era of the Metaverse
inferredcites →https://doi.org/10.4018/978-1-6684-8851-5.ch009openalex-snapshot
Effects of Quantum Technology on the Metaverse
inferredcites →https://doi.org/10.48550/arxiv.1803.08375openalex-snapshot
Deep Learning using Rectified Linear Units (ReLU)
inferredcites →https://doi.org/10.48550/arxiv.1811.03378openalex-snapshot
Activation Functions: Comparison of trends in Practice and Research for Deep Learning
inferredcites →https://doi.org/10.48550/arxiv.1912.02098openalex-snapshot
Expressiveness and Learning of Hidden Quantum Markov Models
inferredcites →https://doi.org/10.48550/arxiv.2006.12270openalex-snapshot
Classification with Quantum Machine Learning: A Survey
inferredcites →https://doi.org/10.48550/arxiv.2306.09912openalex-snapshot
Towards Quantum Federated Learning
inferredcites →https://doi.org/10.48550/arxiv.2402.01319openalex-snapshot
A Review of Quantum communication using high-dimensional Hilbert spaces
inferredcites →https://doi.org/10.5815/ijieeb.2017.02.03openalex-snapshot
Analysis of Quantum Algorithms with Classical Systems Counterpart
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Quantum Machine Learning for Cost Variance Analysis in Industrial Manufacturing Processes: A Computational Breakthrough
inferred← citeshttps://doi.org/10.1007/s42484-026-00434-0openalex-snapshot
Q-SCOPE: Towards characterizing quantum state geometry for out-of-distribution prediction and benchmark evaluation
inferred← citeshttps://doi.org/10.1016/j.jhydrol.2025.134320openalex-snapshot
Physics-informed neural networks enhanced by data augmentation: a novel framework for robust soil moisture estimation using multi-source data fusion
inferred← citeshttps://doi.org/10.1016/j.jhydrol.2025.134816openalex-snapshot
A novel physically interpretable approach for drought diagnosis: the state-space gradient drought index from a Gaussian Mixture Model–Minimum Spanning Tree (GMM–MST) framework
inferred← citeshttps://doi.org/10.1109/tcad.2025.3635568openalex-snapshot
Intertwine: Nonlinear Quantum Feature Selection With Multikernel Circuits
inferred← citeshttps://doi.org/10.1109/tcad.2025.3650093openalex-snapshot
Quantum Multiview Feature Selection With Configurable Kernel Circuits and Adaptive Fusion
inferred← citeshttps://doi.org/10.3390/computers14080331openalex-snapshot
Parameterised Quantum SVM with Data-Driven Entanglement for Zero-Day Exploit Detection
inferred← citeshttps://doi.org/10.3390/organoids5030020openalex-snapshot
Artificial Intelligence–Enabled Organoid Platforms for Precision Medicine: Integrating Multi-Omics, Digital Twins, and Microphysiological Systems
inferred← citeshttps://doi.org/10.62802/4pjgaf11openalex-snapshot
Quantum Neuroinformatics for Multi-Modal Brain Imaging: Integrating fMRI, EEG, and Genomic Data to Model Complex Neuropsychiatric Phenotypes
inferred← citeshttps://doi.org/10.62802/ctpkf640openalex-snapshot
Quantum Neuroinformatics for Multi-Modal Brain Imaging: Integrating fMRI, EEG, and Genomic Data to Model Complex Neuropsychiatric Phenotypes
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