A feature selection and scoring scheme for dimensionality reduction in a machine learning task by PHILEMON UTEN EMMOH, christopher ifeanyi Eke, Timothy Moses

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Analysis and knowledge extraction of newborn resuscitation activities from annotation files by Mohanad Abukmeil, Øyvind Meinich-Bache, Trygve Eftestøl, Siren Rettedal, Helge Myklebust, Thomas Bailey Tysland, Hege Ersdal, Estomih Mduma, Kjersti Engan

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Rore: robust and efficient antioxidant protein classification via a novel dimensionality reduction strategy based on learning of fewer features by Chaolu Meng, Yongqi Hou, Quan Zou, Lei Shi, Xi Su, Ying Ju

Subjects: “…Dimensionality reduction…”
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Detecting phase transitions in collective behavior using manifold's curvature by Kelum Gajamannage, Erik M. Bollt

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Autonomous Detection of Mineral Phases in a Rock Sample Using a Space-prototype LIMS Instrument and Unsupervised Machine Learning by Salome Gruchola, Peter Keresztes Schmidt, Marek Tulej, Andreas Riedo, Klaus Mezger, Peter Wurz

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Band Selection Algorithm Based on Multi-Feature and Affinity Propagation Clustering by Junbin Zhuang, Wenying Chen, Xunan Huang, Yunyi Yan

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A mini-review of single-cell Hi-C embedding methods by Rui Ma, Jingong Huang, Tao Jiang, Wenxiu Ma

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Covering assisted intuitionistic fuzzy bi-selection technique for data reduction and its applications by Rajat Saini, Anoop Kumar Tiwari, Abhigyan Nath, Phool Singh, S. P. Maurya, Mohd Asif Shah

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Forward Kinematics Analysis of Quadruped Bionic Robot with Spine based on Dimensionality-reduction Method by Wang Liangwen, Mu Yalin, Yue Lei, Li Hongpeng, Wang Xinjie, Du Wenliao

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Short-Term Optimal Scheduling Method of Cascade Hydropower Stations Based on Segmented Load Construction Strategy by LI Chonghao, LI Shushan, TANG Hongbing, LIU Huan, MA Xiangyu, LIAO Shengli

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Gaussian process latent variable models-ANN based method for automatic features selection and dimensionality reduction for control of EMG-driven systems by Maham Nayab, Asim Waris, Muhammad Jawad Khan, Dokhyl AlQahtani, Ahmed Imran, Syed Omer Gilani, Umer Hameed Shah

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Alignment of vector fields on manifolds via contraction mappings by O.N. Kachan, Yu.A. Yanovich, E.N. Abramov

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Applicability of the multifactor dimensionality reduction methodology to the analysis of variables in sanitary buildings by Alejandro Prieto-Fernández, Álvaro Carmona-Baltasar, Jaime Gónzalez-Domínguez, Manuel Botejara-Domínguez, Gonzalo Sánchez-Barroso, Justo García-Sanz-Calcedo

Subjects: “…multifactor dimensionality reduction; engineering; healthcare building; machine learning; data mining…”
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Manifold learning based on kernel density estimation by A.P. Kuleshov, A.V. Bernstein, Yu.A. Yanovich

Subjects: “…dimensionality reduction…”
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SSMM: Semi-supervised manifold method with spatial-spectral self-training and regularized metric constraints for hyperspectral image dimensionality reduction by Bei Zhu, Yao Jin, Xuehua Guan, Yanni Dong

Subjects: “…Dimensionality reduction…”
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Estimation of smooth vector fields on manifolds by optimization on Stiefel group by E.N. Abramov, Yu.A. Yanovich

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A Reinforcement Learning Model for Optimal Treatment Strategies in Intensive Care: Assessment of the Role of Cardiorespiratory Features by Cristian Drudi, Maximiliano Mollura, Li-wei H. Lehman, Riccardo Barbieri

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Comparison of Feature Selection and Feature Extraction Role in Dimensionality Reduction of Big Data by Haidar Khalid Malik, Nashaat Jasim Al-Anber, Fuad AbdoEsmail Al- Mekhlafi

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Multimodal Cancellable Biometric Template Protection and Person Verification in Transformed Domain by Devendra Reddy Rachapalli, Venkatesulu Dondeti, Hemantha Kumar Kalluri

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Joint Sparse Local Linear Discriminant Analysis for Feature Dimensionality Reduction of Hyperspectral Images by Cong-Yin Cao, Meng-Ting Li, Yang-Jun Deng, Longfei Ren, Yi Liu, Xing-Hui Zhu

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