Vineetha Menon - Concepedia

Author

Vineetha Menon

University of Alabama in Huntsville ORCID

Also Known As

Menon, Vineetha, Vineetha Menon, Vineetha Menon, PhD

Publications

401

Citations

H-Index

Concepts

All Affiliations

University of Alabama in Huntsville Mississippi State University

About

Vineetha Menon is an author at University of Alabama in Huntsville specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	245
2	Medicine	4	4	89
3	Biochemistry	1	1	20
4	Biomedical Engineering	1	1	15
5	Biostatistics	1	1	16

Vineetha Menon

Publications

279

Citations

H-Index

Page 1

	Year	Citations
Fast SVD With Random Hadamard Projection for Hyperspectral Dimensionality Reduction Vineetha Menon, Qian Du, James E. Fowler IEEE Geoscience and Remote Sensing Letters Spectral TheoryImage AnalysisMachine LearningData ScienceEngineering	2016	41
AI Algorithmic Bias: Understanding its Causes, Ethical and Social Implications Lakshitha R Jain, Vineetha Menon Artificial IntelligenceEngineeringMachine LearningDiscriminationAlgorithmic Accountability	2023	38
Study of Spatial–Spectral Feature Extraction Frameworks With 3-D Convolutional Neural Network for Robust Hyperspectral Imagery Classification Bishwas Praveen, Vineetha Menon IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing EngineeringMachine LearningSpatial Feature ExtractionMultispectral ImagingEarth Science	2020	36
Orthogonal Nonnegative Matrix Factorization Combining Multiple Features for Spectral–Spatial Dimensionality Reduction of Hyperspectral Imagery Jinhuan Wen, James E. Fowler, Mingyi He, IEEE Transactions on Geoscience and Remote Sensing EngineeringNmf MethodsMultispectral ImagingOrthogonal NmfNonnegative Matrix Factorization	2016	29
A Smart Eco-System for Parking Detection Using Deep Learning and Big Data Analytics Sai Nikhil Reddy Mettupally, Vineetha Menon Convolutional Neural NetworkEngineeringMachine LearningTraffic FlowBig Data Analytics	2019	20
Novel Big Data-Driven Machine Learning Models for Drug Discovery Application Vishnu Sripriya Akondi, Vineetha Menon, Jérôme Baudry, Molecules Drug TargetEngineeringMachine Learning'Conformational SelectionHit Identification	2022	20
Novel K-Means Clustering-based Undersampling and Feature Selection for Drug Discovery Applications Vishnu Sripriya Akondi, Vineetha Menon, Jérôme Baudry, EngineeringMachine LearningHit IdentificationMachine Learning ToolFeature Selection	2019	16
A Bidirectional Deep-Learning-Based Spectral Attention Mechanism for Hyperspectral Data Classification Bishwas Praveen, Vineetha Menon Remote Sensing EngineeringMachine LearningMultispectral ImagingSpectral Attention MechanismImage Analysis	2022	16
The use of compressive sensing and peak detection in the reconstruction of microtubules length time series in the process of dynamic instability Majid Mahrooghy, Shantia Yarahmadian, Vineetha Menon, Computers in Biology and Medicine EngineeringMicroscopyMechanicsCompressive SensingStructural Health Monitoring	2015	15
Hyperspectral classification using a composite kernel driven by nearest-neighbor spatial features Vineetha Menon, Saurabh Prasad, James E. Fowler Nearest-neighbor Spatial FeaturesEngineeringMachine LearningComposite KernelSupport Vector Machine	2015	14

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