The Sample and Instance Selection for Data Dimensionality Reduction

Recent Advances in Systems, Control and Information Technology - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-319-48923-0_13 ◽

2016 ◽

pp. 97-103 ◽

Author(s):

Sergey Subbotin ◽

Andrii Oliinyk

Keyword(s):

Dimensionality Reduction ◽

Instance Selection ◽

Data Dimensionality Reduction ◽

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Terahertz spectroscopy combined with data dimensionality reduction algorithms for quantitative analysis of protein content in soybeans

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy ◽

10.1016/j.saa.2021.119571 ◽

2021 ◽

Vol 253 ◽

pp. 119571

Author(s):

Xiao Wei ◽

Song Li ◽

Shiping Zhu ◽

Wanqin Zheng ◽

Yong Xie ◽

...

Keyword(s):

Quantitative Analysis ◽

Dimensionality Reduction ◽

Protein Content ◽

Terahertz Spectroscopy ◽

Data Dimensionality Reduction

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GP-based Feature Selection and Weighted KNN-based Instance Selection for Symbolic Regression with Incomplete Data

2020 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci47803.2020.9308382 ◽

2020 ◽

Author(s):

Baligh Al-Helali ◽

Qi Chen ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Feature Selection ◽

Incomplete Data ◽

Symbolic Regression ◽

Instance Selection ◽

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Data dimensionality reduction techniques for Industry 4.0: Research results, challenges, and future research directions

Software Practice and Experience ◽

10.1002/spe.2876 ◽

2020 ◽

Author(s):

Prateek Chhikara ◽

Nikhil Jain ◽

Rajkumar Tekchandani ◽

Neeraj Kumar

Keyword(s):

Dimensionality Reduction ◽

Industry 4.0 ◽

Future Research ◽

Research Directions ◽

Research Results ◽

Reduction Techniques ◽

Data Dimensionality Reduction ◽

Dimensionality Reduction Techniques ◽

Future Research Directions

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Integrating feature and instance selection for text classification

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02 ◽

10.1145/775047.775120 ◽

2002 ◽

Author(s):

Dimitris Fragoudis ◽

Dimitris Meretakis ◽

Spiros Likothanassis

Keyword(s):

Text Classification ◽

Instance Selection ◽

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Big Data Dimensionality Reduction at IoT Edge Through Optical Graph Signal Processing

2020 IEEE 6th International Conference on Computer and Communications (ICCC) ◽

10.1109/iccc51575.2020.9345213 ◽

2020 ◽

Author(s):

Alireza Khodaei ◽

Jitender Deogun ◽

Dennis Alexander

Keyword(s):

Signal Processing ◽

Big Data ◽

Dimensionality Reduction ◽

Graph Signal Processing ◽

Data Dimensionality Reduction

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Adaptive Data Dimensionality Reduction for Chemical Process Modeling Based on the Information Criterion Related to Data Association and Redundancy

Industrial & Engineering Chemistry Research ◽

10.1021/acs.iecr.1c04926 ◽

2022 ◽

Author(s):

Lei Luo ◽

Ge He ◽

Chen Chen ◽

Xu Ji ◽

Li Zhou ◽

...

Keyword(s):

Dimensionality Reduction ◽

Process Modeling ◽

Chemical Process ◽

Data Association ◽

Information Criterion ◽

Data Dimensionality Reduction

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Instance selection for efficient and reliable camera calibration

2016 IEEE International Conference on Robotics and Automation (ICRA) ◽

10.1109/icra.2016.7487632 ◽

2016 ◽

Author(s):

Humphrey Hu ◽

George Kantor

Keyword(s):

Camera Calibration ◽

Instance Selection ◽

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A Genetic Approach to Data Dimensionality Reduction Using a Special Initial Population

Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach - Lecture Notes in Computer Science ◽

10.1007/11499305_32 ◽

2005 ◽

pp. 310-316

Author(s):

M. Borahan Tümer ◽

Mert C. Demir

Keyword(s):

Dimensionality Reduction ◽

Initial Population ◽

Genetic Approach ◽

Data Dimensionality Reduction

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Toward Global Optimization of ANN Supported by Instance Selection for Financial Forecasting

Lecture Notes in Computer Science - Advances in Natural Computation ◽

10.1007/11539087_167 ◽

2005 ◽

pp. 1270-1274

Author(s):

Sehun Lim

Keyword(s):

Global Optimization ◽

Instance Selection ◽

Financial Forecasting ◽

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Data Dimensionality Reduction (DDR) Scheme for Intrusion Detection System Using Ensemble and Standalone Classifiers

Communications in Computer and Information Science - Advances in Computing and Data Sciences ◽

10.1007/978-981-13-9939-8_39 ◽

2019 ◽

pp. 436-451

Author(s):

Ashu Bansal ◽

Sanmeet Kaur

Keyword(s):

Intrusion Detection ◽

Dimensionality Reduction ◽

Intrusion Detection System ◽

Detection System ◽

Data Dimensionality Reduction

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