Amol D. Vibhute
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View article: A MODIS-based long-term spatiotemporal assessment of agricultural drought in Haveli Tehsil (2008–2024)
A MODIS-based long-term spatiotemporal assessment of agricultural drought in Haveli Tehsil (2008–2024) Open
View article: Correction to: Novel ensemble bagging-logistic regression algorithm for NoSQL database security
Correction to: Novel ensemble bagging-logistic regression algorithm for NoSQL database security Open
View article: A systematic review of multilingual numeral recognition systems
A systematic review of multilingual numeral recognition systems Open
View article: DarkCatalog: A vision-first, parser-independent framework for forensic harvesting of TOR hidden services
DarkCatalog: A vision-first, parser-independent framework for forensic harvesting of TOR hidden services Open
View article: U-Net-based blood vessel segmentation using an improved data augmentation with green channel images
U-Net-based blood vessel segmentation using an improved data augmentation with green channel images Open
View article: Land Use Land Cover Mapping of Kolhapur District Using Machine Learning and Sentinel-2 Satellite Imagery
Land Use Land Cover Mapping of Kolhapur District Using Machine Learning and Sentinel-2 Satellite Imagery Open
View article: Intrusion Detection in Wireless Sensor Networks using Machine Learning
Intrusion Detection in Wireless Sensor Networks using Machine Learning Open
View article: Detecting COVID-19 from chest X-ray images using machine learning and deep convolutional neural networks
Detecting COVID-19 from chest X-ray images using machine learning and deep convolutional neural networks Open
The world was affected by a novel coronavirus in December 2019 that changed human life. Several types of research have been done, substantial scientific advances have been made, and millions of dollars have been spent on bringing scholars …
View article: Mapping Crop Types At a 10 m Scale Using Sentinel-2 Data and Machine Learning Methods
Mapping Crop Types At a 10 m Scale Using Sentinel-2 Data and Machine Learning Methods Open
Crop classification plays a vital role in crop status monitoring, crop area estimation, and food production.Remote sensing data is widely accepted for crop classification at remote locations.However, crop classification is challenging due …
View article: A Comprehensive Literature Review on Air-written OnlineHandwritten Recognition
A Comprehensive Literature Review on Air-written OnlineHandwritten Recognition Open
The COVID-19 pandemic has shifted ordinary life into a digital platform.Individuals rapidly use digital or online media to avoid the impact of touch-based platforms.In this case, touchless technology is primarily used in operation theatres…
View article: Network anomaly detection and performance evaluation of Convolutional Neural Networks on UNSW-NB15 dataset
Network anomaly detection and performance evaluation of Convolutional Neural Networks on UNSW-NB15 dataset Open
The present study uses the benchmark UNSW-NB15 datasets to detect network anomalies using the proposed deep learning-based Convolutional Neural Network (CNN) model. Several studies have already worked on network anomaly detection with some…
View article: Deep learning-based network anomaly detection and classification in an imbalanced cloud environment
Deep learning-based network anomaly detection and classification in an imbalanced cloud environment Open
With the advancements in computer networking, communication between end-to-end systems has increased drastically. However, security issues have also been raised. Thus, detecting anomalies from a complex cloud environment is still challengi…
View article: Towards Detection of Network Anomalies using Machine Learning Algorithms on the NSL-KDD Benchmark Datasets
Towards Detection of Network Anomalies using Machine Learning Algorithms on the NSL-KDD Benchmark Datasets Open
In the present era, everyone is connected via the Internet for sharing digital information. The digital data is stored using the cloud technology. However, cloud technology is speedily increasing the volume of digital information and netwo…
View article: An online multilingual numeral dataset on Devnagari and English languages for pattern recognition research
An online multilingual numeral dataset on Devnagari and English languages for pattern recognition research Open
The real-time air-writing multilingual datasets are widely used for several purposes, such as handwriting character or numeral pattern recognition. The air-writing systems are commonly used in operation theatres, online education systems, …
View article: Mapping several soil types using hyperspectral datasets and advanced machine learning methods
Mapping several soil types using hyperspectral datasets and advanced machine learning methods Open
Specifying surface soil types is vital for healthy agricultural management to enhance food production. Recent advancements in machine learning are essential in soil science, quantitatively predicting and classifying soil types. The current…
View article: Mapping Several Soil Types Using Hyperspectral Datasets and Advanced Machine Learning Methods
Mapping Several Soil Types Using Hyperspectral Datasets and Advanced Machine Learning Methods Open
View article: Machine Learning Approach for Road-Line Extraction in Complex Urban Environments from High-Resolution Hyperspectral Image
Machine Learning Approach for Road-Line Extraction in Complex Urban Environments from High-Resolution Hyperspectral Image Open
Road network extraction and road line extraction from remote sensing images is still challenging task due to the complex structure of urban areas.The spectral response, design, shape, size, shadow, a contrast of roads, and other urban feat…
View article: DESIGN AND IMPLEMENTATION OF A WEB-GIS PLATFORM FOR MONITORING OF VEGETATION STATUS
DESIGN AND IMPLEMENTATION OF A WEB-GIS PLATFORM FOR MONITORING OF VEGETATION STATUS Open
The systematic analysis of crop condition monitoring using high spatial resolution satellite images is significant for decision-making and agricultural food production management. In the present paper, the web-GIS system has been designed …
View article: Estimation of soil nitrogen in agricultural regions by VNIR reflectance spectroscopy
Estimation of soil nitrogen in agricultural regions by VNIR reflectance spectroscopy Open
View article: Determination of soil physicochemical attributes in farming sites through visible, near-infrared diffuse reflectance spectroscopy and PLSR modeling
Determination of soil physicochemical attributes in farming sites through visible, near-infrared diffuse reflectance spectroscopy and PLSR modeling Open
Introduction An accurate and reliable detection of soil physicochemical attributes (SPAs) is a difficult and complicated issue in soil science. The SPA may be varied spatially and temporally with the complexity of nature. In the past, SPA …