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https://doi.org/10.2139/ssrn.4640547

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An Empirical Study of Oversampling and Undersampling for Instance Selection Methods on Imbalance Datasets
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Locally Weighted Learning
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Designing a Framework for Real-Time WiFi-Based Indoor Positioning
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A new fast prototype selection method based on clustering
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An instance level analysis of data complexity
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A Hybrid Instance Selection Using Nearest-Neighbor for Cross-Project Defect Prediction
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Support vector machine
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A pedestrian tracking algorithm using grid-based indoor model
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Instance selection in medical datasets: A divide-and-conquer framework
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A novel feature based ensemble learning model for indoor localization of smartphone users
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Outlier elimination using granular box regression
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Fusion of instance selection methods in regression tasks
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Fast instance selection for speeding up support vector machines
inferredcites →https://doi.org/10.1016/j.measurement.2018.11.018openalex-extracted
A realistic evaluation of indoor robot position tracking systems: The IPIN 2016 competition experience
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Boosted Near-miss Under-sampling on SVM ensembles for concept detection in large-scale imbalanced datasets
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An efficient instance selection algorithm for k nearest neighbor regression
inferredcites →https://doi.org/10.1016/j.patcog.2012.07.007openalex-extracted
InstanceRank based on borders for instance selection
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Redundancy-driven modified Tomek-link based undersampling: A solution to class imbalance
inferredcites →https://doi.org/10.1023/a:1007626913721openalex-extracted
Reduction Techniques for Instance-Based Learning Algorithms
inferredcites →https://doi.org/10.1023/a:1014043630878openalex-extracted
Advances in Instance Selection for Instance-Based Learning Algorithms
inferredcites →https://doi.org/10.1049/ell2.12142openalex-extracted
C‐CNNLoc: Constrained CNN for robust indoor localization with building boundary
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Towards Training Set Reduction for Bug Triage
inferredcites →https://doi.org/10.1109/icdmw.2015.114openalex-extracted
Robust Local Outlier Detection
inferredcites →https://doi.org/10.1109/ictai.2015.114openalex-extracted
A Density-Based Approach for Instance Selection
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An Improved Dynamic Prediction Fingerprint Localization Algorithm Based on KNN
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UJIIndoorLoc: A new multi-building and multi-floor database for WLAN fingerprint-based indoor localization problems
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An Active Under-Sampling Approach for Imbalanced Data Classification
inferredcites →https://doi.org/10.1109/jsyst.2016.2525814openalex-extracted
A Map-Assisted WiFi AP Placement Algorithm Enabling Mobile Device’s Indoor Positioning
inferredcites →https://doi.org/10.1145/1102351.1102355openalex-extracted
Fast condensed nearest neighbor rule
inferredcites →https://doi.org/10.1145/2371316.2371349openalex-extracted
Efficient dataset size reduction by finding homogeneous clusters
inferredcites →https://doi.org/10.1145/2487575.2487676openalex-extracted
Subsampling for efficient and effective unsupervised outlier detection ensembles
inferredcites →https://doi.org/10.1145/3430199.3430222openalex-extracted
Research on Unbalanced Data Processing Algorithm Base Tomeklinks-Smote
inferredcites →https://doi.org/10.3390/s150614809openalex-extracted
A Low Complexity System Based on Multiple Weighted Decision Trees for Indoor Localization
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JLGBMLoc—A Novel High-Precision Indoor Localization Method Based on LightGBM
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An Indoor Localization of WiFi Based on Support Vector Machines
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