Search Results - "Prabhu, Jayagopal"
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Utilizing satellite and UAV data for crop yield prediction and monitoring through deep learning
Published in Acta geophysica (01-12-2022)“…Agriculture is sighted more use cases of drones, and with the expanding population, food yields are becoming more well-organized. Drones are used in examining…”
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Detection and classification of brain tumor using hybrid deep learning models
Published in Scientific reports (27-12-2023)“…Accurately classifying brain tumor types is critical for timely diagnosis and potentially saving lives. Magnetic Resonance Imaging (MRI) is a widely used…”
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Detection and classification of adult epilepsy using hybrid deep learning approach
Published in Scientific reports (16-10-2023)“…The electroencephalogram (EEG) has emerged over the past few decades as one of the key tools used by clinicians to detect seizures and other neurological…”
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Identifying Complex Emotions in Alexithymia Affected Adolescents Using Machine Learning Techniques
Published in Diagnostics (Basel) (01-12-2022)“…Many scientific researchers' study focuses on enhancing automated systems to identify emotions and thus relies on brain signals. This study focuses on how…”
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An active learning machine technique based prediction of cardiovascular heart disease from UCI-repository database
Published in Scientific reports (21-08-2023)“…Heart disease is a significant global cause of mortality, and predicting it through clinical data analysis poses challenges. Machine learning (ML) has emerged…”
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Diagnosis of Retinal Diseases Based on Bayesian Optimization Deep Learning Network Using Optical Coherence Tomography Images
Published in Computational intelligence and neuroscience (15-04-2022)“…Retinal abnormalities have emerged as a serious public health concern in recent years and can manifest gradually and without warning. These diseases can affect…”
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Author Correction: An active learning machine technique based prediction of cardiovascular heart disease from UCI-repository database
Published in Scientific reports (23-07-2024)Get full text
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A modified generative adversarial networks with Yolov5 for automated forest health diagnosis from aerial imagery and Tabu search algorithm
Published in Scientific reports (27-02-2024)“…Our environment has been significantly impacted by climate change. According to previous research, insect catastrophes induced by global climate change killed…”
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RETRACTED ARTICLE: Adoption of E-Learning during Lockdown in India
Published in International journal of system assurance engineering and management (01-03-2023)Get full text
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Detection for melanoma skin cancer through ACCF, BPPF, and CLF techniques with machine learning approach
Published in BMC bioinformatics (06-12-2023)“…Intense sun exposure is a major risk factor for the development of melanoma, an abnormal proliferation of skin cells. Yet, this more prevalent type of skin…”
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RETRACTED ARTICLE: Preserving learnability and intelligibility at the point of care with assimilation of different speech recognition techniques
Published in International journal of speech technology (2020)“…The neoteric introduction of 5G technology in mobile internet is transforming Internet of mobile Things (IoMT) massively by addressing low latency, support for…”
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Weather-based maize yield forecast in Saudi Arabia using statistical analysis and machine learning
Published in Acta geophysica (01-12-2022)“…Crop yield is completely vulnerable to extreme weather events. Growing research investigation to establish climate change, implications in the sectors are…”
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TPEMLB: A novel two-phase energy minimized load balancing scheme for WSN data collection with successive convex approximation using mobile sink
Published in Ain Shams Engineering Journal (01-10-2024)“…Wireless Sensor Networks (WSNs) an energy consumption is a significant problematic due to the limited power resources of sensor nodes. Mobile Sinks (MS) rise…”
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Identifying region specific seasonal crop for leaf borne diseases by utilizing deep learning techniques
Published in Acta geophysica (01-12-2022)“…India economy depends on agriculture with severe climatic changes and a heavy infestation of diseases depleting food crop yield substantially. Rapid…”
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Wireless Sensor Networks Based on Multi-Criteria Clustering and Optimal Bio-Inspired Algorithm for Energy-Efficient Routing
Published in Applied sciences (01-03-2023)“…Wireless sensor networks (WSNs) are used for recording the information from the physical surroundings and transmitting the gathered records to a principal…”
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Hybrid Whale and Gray Wolf Deep Learning Optimization Algorithm for Prediction of Alzheimer’s Disease
Published in Mathematics (Basel) (01-02-2023)“…In recent years, finding the optimal solution for image segmentation has become more important in many applications. The whale optimization algorithm (WOA) is…”
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Breast Cancer Classification Using Synthesized Deep Learning Model with Metaheuristic Optimization Algorithm
Published in Diagnostics (Basel) (01-09-2023)“…Breast cancer is the second leading cause of mortality among women. Early and accurate detection plays a crucial role in lowering its mortality rate. Timely…”
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Local-Ternary-Pattern-Based Associated Histogram Equalization Technique for Cervical Cancer Detection
Published in Diagnostics (Basel) (01-02-2023)“…Every year, cervical cancer is a leading cause of mortality in women all over the world. This cancer can be cured if it is detected early and patients are…”
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