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Implementation and empirical evaluation of a quantum machine learning pipeline for local classification

PloS one, 2023-11, Vol.18 (11), p.e0287869-e0287869

2023

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How does decision-making change during challenging times?

PloS one, 2022-07, Vol.17 (7), p.e0270117-e0270117

2022

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A survey of learning-based techniques of email spam filtering

The Artificial intelligence review, 2008-03, Vol.29 (1), p.63-92

2008

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Widespread uncoupling between transcriptome and translatome variations after a stimulus in mammalian cells

BMC genomics, 2012-06, Vol.13 (1), p.220-220, Article 220

2012

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Gaussian Process Regression for Estimating Chlorophyll Concentration in Subsurface Waters From Remote Sensing Data

IEEE geoscience and remote sensing letters, 2010-07, Vol.7 (3), p.464-468

2010

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IEEE_Xplore

Link Clustering with Extended Link Similarity and EQ Evaluation Division

PloS one, 2013-06, Vol.8 (6), p.e66005-e66005

2013

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Advances in Case-Based Reasoning: 5th European Workshop, EWCBR 2000 Trento, Italy, September 6-9, 2000 Proceedings

1, 2000

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Identification of essential proteins based on ranking edge-weights in protein-protein interaction networks

PloS one, 2014-09, Vol.9 (9), p.e108716-e108716

2014

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Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns

IEEE geoscience and remote sensing letters, 2015-06, Vol.12 (6), p.1257-1261

2015

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IEEE_Xplore

Vitis OneGenE: A Causality-Based Approach to Generate Gene Networks in Vitis vinifera Sheds Light on the Laccase and Dirigent Gene Families

Biomolecules (Basel, Switzerland), 2021-11, Vol.11 (12), p.1744

2021

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Detecting potential labeling errors in microarrays by data perturbation

Bioinformatics, 2006-09, Vol.22 (17), p.2114-2121

2006

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Discovering Causal Relationships in Grapevine Expression Data to Expand Gene Networks. A Case Study: Four Networks Related to Climate Change

Frontiers in plant science, 2018-09, Vol.9, p.1385-1385

2018

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Quantum annealing learning search for solving QUBO problems

Quantum information processing, 2019-10, Vol.18 (10), p.1-17, Article 303

2019

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Methods for labeling error detection in microarrays based on the effect of data perturbation on the regression model

Bioinformatics, 2009-10, Vol.25 (20), p.2708-2714

2009

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Local Approach to Quantum-inspired Classification

International journal of theoretical physics, 2022-12, Vol.62 (1), Article 4

2022

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Nearest Neighbor Classification of Remote Sensing Images With the Maximal Margin Principle

IEEE transactions on geoscience and remote sensing, 2008-06, Vol.46 (6), p.1804-1811

2008

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IEEE_Xplore

Fast Local Support Vector Machines for Large Datasets

Machine Learning and Data Mining in Pattern Recognition, p.295-310

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A quantum k-nearest neighbors algorithm based on the Euclidean distance estimation

Quantum machine intelligence, 2024-06, Vol.6 (1), Article 23

2024

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Protein-specific prediction of mRNA binding using RNA sequences, binding motifs and predicted secondary structures

BMC bioinformatics, 2014-04, Vol.15 (1), p.123-123, Article 123

2014

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Evaluating the convergence of tabu enhanced hybrid quantum optimization

Quantum information processing, 2023-05, Vol.22 (5), Article 205

2023

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Quantum Genetic Optimization

IEEE transactions on evolutionary computation, 2008-04, Vol.12 (2), p.231-241

2008

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IEEE_Xplore

Learning adiabatic quantum algorithms over optimization problems

Quantum machine intelligence, 2021-06, Vol.3 (1), Article 2

2021

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Essential protein identification based on essential protein–protein interaction prediction by Integrated Edge Weights

Methods (San Diego, Calif.), 2015-07, Vol.83, p.51-62

2015

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AWX: An Integrated Approach to Hierarchical-Multilabel Classification

Machine Learning and Knowledge Discovery in Databases, p.322-336

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Probability Based Metrics for Nearest Neighbor Classification and Case-Based Reasoning

Case-Based Reasoning Research and Development, 1999, p.14-28

1999

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Implementation and empirical evaluation of a quantum machine learning pipeline for local classification

How does decision-making change during challenging times?

A survey of learning-based techniques of email spam filtering

Widespread uncoupling between transcriptome and translatome variations after a stimulus in mammalian cells

Gaussian Process Regression for Estimating Chlorophyll Concentration in Subsurface Waters From Remote Sensing Data

Link Clustering with Extended Link Similarity and EQ Evaluation Division

Advances in Case-Based Reasoning: 5th European Workshop, EWCBR 2000 Trento, Italy, September 6-9, 2000 Proceedings

Identification of essential proteins based on ranking edge-weights in protein-protein interaction networks

Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns

Vitis OneGenE: A Causality-Based Approach to Generate Gene Networks in Vitis vinifera Sheds Light on the Laccase and Dirigent Gene Families

Detecting potential labeling errors in microarrays by data perturbation

Discovering Causal Relationships in Grapevine Expression Data to Expand Gene Networks. A Case Study: Four Networks Related to Climate Change

Quantum annealing learning search for solving QUBO problems

Methods for labeling error detection in microarrays based on the effect of data perturbation on the regression model

Local Approach to Quantum-inspired Classification

Nearest Neighbor Classification of Remote Sensing Images With the Maximal Margin Principle

Fast Local Support Vector Machines for Large Datasets

A quantum k-nearest neighbors algorithm based on the Euclidean distance estimation

Protein-specific prediction of mRNA binding using RNA sequences, binding motifs and predicted secondary structures

Evaluating the convergence of tabu enhanced hybrid quantum optimization

Quantum Genetic Optimization

Learning adiabatic quantum algorithms over optimization problems

Essential protein identification based on essential protein–protein interaction prediction by Integrated Edge Weights

AWX: An Integrated Approach to Hierarchical-Multilabel Classification

Probability Based Metrics for Nearest Neighbor Classification and Case-Based Reasoning

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