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Original Articles

Hybrid genetic algorithm for feature selection with hyperspectral data

Pages 619-628 | Received 10 Jan 2013, Accepted 14 Feb 2013, Published online: 25 Mar 2013

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Read on this site (3)

Mahesh Pal, Teja B. Charan & Akshay Poriya. (2021) K-nearest neighbour-based feature selection using hyperspectral data. Remote Sensing Letters 12:2, pages 132-141.
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Maryam Imani & Hassan Ghassemian. (2017) Local histogram and discriminative learning-based hyperspectral data classification. Remote Sensing Letters 8:1, pages 86-95.
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Shijin Li, Yuelong Zhu, Dingsheng Wan & Jun Feng. (2013) Spectral similarity-preserving hyperspectral band selection. Remote Sensing Letters 4:10, pages 969-978.
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Articles from other publishers (11)

Bikram Pratap Banerjee & Simit Raval. (2021) A Particle Swarm Optimization Based Approach to Pre-tune Programmable Hyperspectral Sensors. Remote Sensing 13:16, pages 3295.
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Yanqin Tian, Chenghai Yang, Wenjiang Huang, Jia Tang, Xingrong Li & Qing Zhang. (2021) Machine learning-based crop recognition from aerial remote sensing imagery. Frontiers of Earth Science 15:1, pages 54-69.
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Shrutika Sawant & Prabukumar Manoharan. (2020) A hybrid optimization approach for hyperspectral band selection based on wind driven optimization and modified cuckoo search optimization. Multimedia Tools and Applications 80:2, pages 1725-1748.
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Alfadhl Yahya Khaled, Samsuzana Abd Aziz, Siti Khairunniza Bejo, Nazmi Mat Nawi, Diyana Jamaludin & Nur Ul Atikah Ibrahim. (2020) A comparative study on dimensionality reduction of dielectric spectral data for the classification of basal stem rot (BSR) disease in oil palm. Computers and Electronics in Agriculture 170, pages 105288.
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Hamid Reza Ranjbar, Alireza A. Ardalan, Hamid Dehghani & Mohammad Reza Saradjian. (2017) Using high-resolution satellite imagery to provide a relief priority map after earthquake. Natural Hazards 90:3, pages 1087-1113.
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Alfadhl Yahya Khaled, Samsuzana Abd Aziz, Siti Khairunniza Bejo, Nazmi Mat Nawi & Idris Abu Seman. (2018) Spectral features selection and classification of oil palm leaves infected by Basal stem rot (BSR) disease using dielectric spectroscopy. Computers and Electronics in Agriculture 144, pages 297-309.
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Lei Ma, Manchun Li, Yu Gao, Tan Chen, Xiaoxue Ma & Lean Qu. (2017) A Novel Wrapper Approach for Feature Selection in Object-Based Image Classification Using Polygon-Based Cross-Validation. IEEE Geoscience and Remote Sensing Letters 14:3, pages 409-413.
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Qiong HU, Wen-bin WU, Qian SONG, Miao LU, Di CHEN, Qiang-yi YU & Hua-jun TANG. (2017) How do temporal and spectral features matter in crop classification in Heilongjiang Province, China?. Journal of Integrative Agriculture 16:2, pages 324-336.
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Ishan Bhardwaj, Narendra D. Londhe & Sunil K. Kopparapu. (2017) Study of Imposter Attacks on Novel Fingerprint Dynamics Based Verification System. IEEE Access 5, pages 595-606.
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Ishan Bhardwaj, Narendra D. Londhe & Sunil K. Kopparapu. (2016) Feature selection for novel fingerprint dynamics biometric technique based on PCA. Feature selection for novel fingerprint dynamics biometric technique based on PCA.
Hongmin Gao, Lizhong Xu, Chenming Li, Aiye Shi, Fengchen Huang & Zhenli Ma. (2013) A New Feature Selection Method for Hyperspectral Image Classification Based on Simulated Annealing Genetic Algorithm and Choquet Fuzzy Integral. Mathematical Problems in Engineering 2013, pages 1-13.
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