Search Results - "Raimond, Kumudha"

Major advancements in kernel function approximation by Francis, Deena P., Raimond, Kumudha

“…Kernel based methods have become popular in a wide variety of machine learning tasks. They rely on the computation of kernel functions, which implicitly…”
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A fast and accurate explicit kernel map by Francis, Deena P., Raimond, Kumudha

“…Kernel functions are powerful techniques that have been used successfully in many machine learning algorithms. Explicit kernel maps have emerged as an…”
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A practical streaming approximate matrix multiplication algorithm by Francis, Deena P., Raimond, Kumudha

“…Approximate Matrix Multiplication (AMM) has emerged as a useful and computationally inexpensive substitute for actual multiplication of large matrices…”
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An improvement of the parameterized frequent directions algorithm by Francis, Deena P., Raimond, Kumudha

“…Matrix sketching is a technique used to create summaries of large matrices. Frequent directions (FD) and its parameterized variant, α -FD are deterministic…”
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Investigation on Spectral Indices and Soft Classifiers-Based Water Body Segmentation Approaches for Satellite Image Analysis by Aroma, R. Jenice, Raimond, Kumudha

“…The emerging threat for eco-sustainability has led to a breakthrough in satellite image analyses and such instantaneous monitoring of hazards could replenish…”
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DeepRice: A deep learning and deep feature based classification of Rice leaf disease subtypes by Ritharson, P. Isaac, Raimond, Kumudha, Mary, X. Anitha, Robert, Jennifer Eunice, J, Andrew

“…Rice stands as a crucial staple food globally, with its enduring sustainability hinging on the prompt detection of rice leaf diseases. Hence, efficiently…”
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Lightweight Pattern Matching Method for DNA Sequencing in Internet of Medical Things by Rexie, J. A. M., Raimond, Kumudha, Murugaaboopathy, Mythily, Brindha, D., Mulugeta, Henock

“…An area of medical science, that is, gaining prominence, is DNA sequencing. Genetic mutations responsible for the disease have been detected using DNA…”
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An emerging paradigms on cervical cancer screening methods and devices for clinical trails by Raimond, Kumudha, Rao, Gadudasu Babu, Juliet, Sujitha, Tamilarasi, S Rubeena Grace, Evangelin, P S, Mathew, Limson

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Prediction of Various Sizes of Particles in Deep Opencast Copper Mine Using Recurrent Neural Network: A Machine Learning Approach by Gautam, Sneha, Patra, Aditya Kumar, Brema, J., Raj, Praveen Vijiya, Raimond, Kumudha, Abraham, Siril Sam, Chudugudu, Krupal Raj

“…Human health, socioeconomics, agriculture, and the environment have been impacted by the total concentration of particulate matter (PM). The main aim of the…”
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A Study of Types of Sensors Used in Remote Sensing by Vincent, Shweta, Francis, Sharmila Anand John, Raimond, Kumudha, Kumar, Om Prakash

“…Of late, the science of Remote Sensing has been gaining a lot of interest and attention due to its wide variety of applications. Remotely sensed data can be…”
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A novel planar antenna array for a ground-based synthetic aperture radar by Vincent, Shweta, Francis, Sharmila, Raimond, Kumudha, Ali, Tanweer, Kumar, Prakash

“…A MIMO GB-SAR system called MELISSA was put in place to monitor landslides in Italy and the sinking of the Costa Concordia cruise liner in France. It comprises…”
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Nemeth Braille Mathematical Code Recognition using Deep Learning Techniques by Malar, P Jeba, Raimond, Kumudha, Kanmani, S Deepa

“…The Nemeth Braille Mathematical Code (NBMC) is an essential resource for individuals with visual impairments to comprehend scientific and mathematical symbols…”
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Cervical cell classification using Deep Learning Techniques by Remya, R, Raimond, Kumudha

“…Cervical cancer is a very common disease in women. Early detection and accurate diagnosis can save lives. Pap smear or pap test is the widely used technique…”
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Identifying Drought-Tolerant Rice Genotypes using Drought Response Indices and Machine Learning by Daniels, D Alan, Binodh, Asish K., Raimond, Kumudha, Thankappan, Sugitha

“…This study has investigated the development of a predictive model for drought tolerance in rice genotypes, leveraging their phenotypic traits. A dataset…”
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Indian Sign Language Recognition for Static Gestures using DenseNet169 Model by Keren Beulah, I., Raimond, Kumudha, Litisha Miraclin, G.

“…It is usually difficult to communicate with someone who has hearing loss. Sign language is a way of communication used by dumb and deaf people. Each country…”
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Population Density Estimation using Single Shot Detection Algorithm by Miraclin, G.Litisha, Raimond, Kumudha, Beulah, I. Keren

“…The proposed system consists of an Artificial Intelligent software that is capable of counting the number of people from the user inputs such as images and…”
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A novel approach for automatic remodularization of software systems using extended ant colony optimization algorithm by Varghese R, Bright Gee, Raimond, Kumudha, Lovesum, Jeno

“…Software modularization is extremely important to streamline the inner structure of the program modules without influencing its core functionality. As the…”
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Evaluation of a novel hybrid lion swarm optimization – AdaBoostRegressor model for forecasting monthly precipitation by Priestly, Sumantha Esther, Raimond, Kumudha, Cohen, Yafit, Brema, J., Hemanth, D. Jude

“…Precipitation is essential for crop production, water resource management, and other activities. Since precipitation has unpredictable sequential and seasonal…”
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An Overview of Technological Revolution in Satellite Image Analysis by Jenice, Aroma R., Raimond, Kumudha

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Deep Learning based Indigenous Herbal Medicinal Plants Recognition: A Comprehensive Review by S, Gracelin, Raimond, Kumudha

“…In this modern medicinal world, numerous medicines with various chemical compositions have been discovered. Many individuals consume them these days because…”
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