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Results for “"Prabhu Jayagopal"”

8 results

Diagnosis of Retinal Diseases Based on Bayesian Optimization Deep Learning Network Using Optical Coherence Tomography Images

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Malliga Subramanian, M. Sandeep Kumar, V E Sathishkumar, Prabhu Jayagopal et al.

Journal: Computational Intelligence and NeuroscienceYear: 2022Citations: 67

Retinal abnormalities have emerged as a serious public health concern in recent years and can manifest gradually and without warning. These diseases can affect any part of the retina, causing vision impairment and indeed blindness in extreme cases. This necessitates the development of automated appr...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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IoT‐Based Intelligent System for Internal Crack Detection in Building Blocks

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J. Chinna Babu, M. Sandeep Kumar, Prabhu Jayagopal, V E Sathishkumar et al.

Journal: Journal of NanomaterialsYear: 2022Citations: 44

Cracks that are detected in concrete structures represent significant damage, and they can lead to a detrimental effect on the structure’s durability. Their identification in a timely manner can help ensure structural safety and guide in‐depth maintenance operation. Automatic detection of such crack...

Physical SciencesEngineeringCivil and Structural EngineeringOpen Access
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Investigation of Applying Machine Learning and Hyperparameter Tuned Deep Learning Approaches for Arrhythmia Detection in ECG Images

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Kogilavani Shanmugavadivel, V E Sathishkumar, M. Sandeep Kumar, V. Maheshwari et al.

Journal: Computational and Mathematical Methods in MedicineYear: 2022Citations: 26

The level of patient's illness is determined by diagnosing the problem through different methods like physically examining patients, lab test data, and history of patient and by experience. To treat the patient, proper diagnosis is very much important. Arrhythmias are irregular variations in normal ...

Health SciencesMedicineCardiology and Cardiovascular MedicineOpen Access
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Design and Analysis of Multilayered Neural Network-Based Intrusion Detection System in the Internet of Things Network

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S Sangeetha, Prasanna Mani, V. Maheshwari, Prabhu Jayagopal et al.

Journal: Computational Intelligence and NeuroscienceYear: 2022Citations: 18

A large array of objects is networked together under the sophisticated concept known as the Internet of Things (IoT). These connected devices collect crucial information that could have a big impact on society, business, and the entire planet. In hostile settings like the internet, the IoT is partic...

Physical SciencesComputer ScienceComputer Networks and CommunicationsOpen Access
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Relevant‐Based Feature Ranking (RBFR) Method for Text Classification Based on Machine Learning Algorithm

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V. Durga Prasad Jasti, G. Kranthi Kumar, M. Sandeep Kumar, V. Maheshwari et al.

Journal: Journal of NanomaterialsYear: 2022Citations: 18

High dimensionality of the feature space is one of the problems in the field of text classification. Identification of optimal subset of features can optimize text classification process in terms of processing time and performance. In this paper, we propose a novel Relevant‐Based Feature Ranking (RB...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Trajectory Planning and Collision Control of a Mobile Robot: A Penalty‐Based PSO Approach

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Krishna Kant Pandey, Chandrashekhar Kumbhar, Dayal R. Parhi, Sandeep Kumar Mathivanan et al.

Journal: Mathematical Problems in EngineeringYear: 2023Citations: 9

In this paper, trajectory planning and navigation control problems have been addressed for a mobile robot. To achieve the objective of the research, an adaptive PSO (Particle Swarm Optimization) motion algorithm is developed using a penalty‐based methodology. To deliver the best or collision‐free po...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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A Distributed Framework for Predictive Analytics Using Big Data and MapReduce Parallel Programming

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P. Natesan, V E Sathishkumar, Sandeep Kumar Mathivanan, Maheshwari Venkatasen et al.

Journal: Mathematical Problems in EngineeringYear: 2023Citations: 8

With the advancement of Internet technologies and the rapid increase of World Wide Web applications, there has been tremendous growth in the volume of digital data. This takes the digital world into a new era of big data. Various existing data processing technologies are not consistent and scalable ...

Physical SciencesComputer ScienceInformation SystemsOpen Access
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A Deep Learning Approach to Detect Microsleep Using Various Forms of EEG Signal

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S Sangeetha, Sandeep Kumar Mathivanan, V. Muthukumaran, N. Pughazendi et al.

Journal: Mathematical Problems in EngineeringYear: 2023Citations: 5

Electroencephalography (EEG) is a reliable method for identifying the onset of sleepiness behind the wheel. Using EEG technology for driving fatigue detection still presents challenges in extracting informative elements from noisy EEG signals. Due to their extensive computational parallelism, which ...

Life SciencesNeuroscienceCognitive NeuroscienceOpen Access
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