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Article
A comparative analysis of different augmentations for brain images
Deep learning (DL) requires a large amount of training data to improve performance and prevent overfitting. To overcome these difficulties, we need to increase the size of the training dataset. This can be don...
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Chapter and Conference Paper
Transferring Pre-trained Deep CNNs on Plantar Thermograms for Diabetic Foot Disease
Machine learning provides a plethora of approaches for tackling categorization problems, i.e., determining whether or not a data item belongs to a particular class. When the objective is to accurately classify...
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Chapter and Conference Paper
Experimenting Transfer Learning and Machine Learning on Endoscopy Database with Augmentation
Endoscopy is being the most extensively used diagnostic tool for treatment of organs inside humans. However, many challenges exist that are faced by doctors (endoscopists) including: visual interpretation diff...
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Article
Modified Adaptive Mechanism for Optimising IEEE 802.15.4 WPANs for Wireless Sensor Networks
Different applications of wireless sensor networks (WSNs) have different expectations from the working of medium access control protocols. Some value reliability more than delay incurred while some demand a fa...
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Article
Finding an appropriate radio propagation model for rate aware congestion control mechanism in wireless sensor networks
Congestion control techniques are considered to be one of the most imperative ways to overcome various challenges in wireless sensor networks (WSNs). Undeniably, congestion has a substantial impact on Quality ...
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Article
Performance Enhancement of 3 × 20 Gbit/s MDM-Based OFDM-FSO System
The investigation of high-speed optical orthogonal-frequency division multiplexed-free space optical system using mode division multiplexing of three spiral phased Hermite Gaussian modes has been discussed in ...
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Article
Testing Solar-MAODV energy efficient model on various modulation techniques in wireless sensor and optical networks
Wireless sensor networks (WSNs) suffer from energy imbalance and short lifespan among the sensor nodes placed near sink node. To optimally resolve the problem of battery of sensor nodes (SNs), many researchers...
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Article
Energy efficient CLB approach to find optimum modulation scheme in wireless rechargeable sensor networks
There has been a lot of improvement in energy savings in wireless sensor networks (WSNs) resulting in increased lifespan of sensor nodes. Consequently, WSNs has gained its widespread use in various fields like...