Search Results - "Kumar C, Sathish"

Automated grading of diabetic retinopathy using CNN with hierarchical clustering of image patches by siamese network by Deepa, V, Sathish Kumar, C, Cherian, Thomas

“…Diabetic retinopathy (DR) is a progressive vascular complication that affects people who have diabetes. This retinal abnormality can cause irreversible vision…”
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Proximal Instance Aggregator networks for explainable security vulnerability detection by M., Hariharan, C., Sathish Kumar, Tanwar, Anshul, Sundaresan, Krishna, Ganesan, Prasanna, Ravi, Sriram, Karthik, R.

“…Security vulnerabilities in software are the root cause of cyberattacks. Considering that these defects have huge associated costs, they should be proactively…”
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On the microphysical processing of aged combustion aerosols impacting warm rain microphysics over Asian megacities by Gumber, Siddharth, Ghosh, Sat, Orr, Andrew, Sathish Kumar CR, Pope, James

“…This paper delineates the process of activation of soot or black carbon particles into cloud droplets over Chennai, India (an Asian megacity). Archaic…”
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How Asian slum emissions impact local microclimates in polluted air masses by Ghosh, Satyajit, Sathish Kumar, C. R., Gumber, Siddharth, Dobbie, Steven, Yang, Huiyi

“…Urban sprawl comprising densely populated slums over South Asian cities yields copious amounts of soot and black carbon from archaic cooking methods involving…”
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Machine learning-enhanced optimal catalyst selection for water-gas shift reaction by Golder, Rahul, Pal, Shraman, C., Sathish Kumar, Ray, Koustuv

“…The water-gas shift (WGS) reaction is pivotal in industries aiming to convert carbon monoxide, a byproduct of steam reforming of methane and other…”
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A deep multi-resolution approach using learned complex wavelet transform for tuna classification by Jose, Jisha Anu, Sathish Kumar, C., Sureshkumar, S.

“…Tuna fish is commercially important because of its popularity as both canned and raw meat. Tuna account for a significant proportion of the world fishery…”
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Temporal changes in prevalence of diabetes and impaired glucose tolerance associated with lifestyle transition occurring in the rural population in India by RAMACHANDRAN, A, SNEHALATHA, C, BASKAR, A. D. S, MARY, S, KUMAR, C. K, SELVAM, S, CATHERINE, S, VIJAY, V

“…The rural Indian population is undergoing lifestyle transition due to socio-economic growth. This study was done to determine the temporal changes in…”
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Fluorescent prey traps in carnivorous plants by Kurup, R., Johnson, A. J., Sankar, S., Hussain, A. A., Kumar, C. Sathish, Sabulal, B.

“…Carnivorous plants acquire most of their nutrients by capturing ants, insects and other arthropods through their leaf-evolved biological traps. So far, the…”
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Accelerating catalytic experimentation of water gas shift reaction using machine learning models by Kumar C, Sathish, Ray, Koustuv

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Highly Stable Aqueous Dispersion of CTAB- Intercalated Reduced Graphene Oxide by Amba Sankar, KN, Sathish Kumar, C, Mohanta, Kallol

“…A highly stable aqueous dispersion of reduced graphene oxide is obtained through the chemical reduction of graphene oxide by hydrazine hydrate in presence of…”
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Neural classification of lung sounds using wavelet coefficients by Kandaswamy, A., Kumar, C.Sathish, Ramanathan, Rm.Pl, Jayaraman, S., Malmurugan, N.

“…Electronic auscultation is an efficient technique to evaluate the condition of respiratory system using lung sounds. As lung sound signals are non-stationary,…”
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Ensemble of multi-stage deep convolutional neural networks for automated grading of diabetic retinopathy using image patches by Deepa, V., Kumar, C. Sathish, Cherian, Thomas

“…Diabetic retinopathy (DR) is one of the most common retinal diseases that cause preventable blindness in diabetic patients. The timely screening and grading of…”
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Prevalence of overweight in urban Indian adolescent school children by Ramachandran, A., Snehalatha, C., Vinitha, R., Thayyil, Megha, Sathish Kumar, C.K., Sheeba, L., Joseph, S., Vijay, V.

“…The prevalence of diabetes mellitus (DM) and cardiovascular disease (CVD) is increasing in urban India. Overweight in adolescence is a marker of overweight in…”
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Vehicle light communication design using an efficient learning model by Sathish kumar, C., Jeyachitra, R.K.

“…Vehicle communication is preferable in vehicular visible light communication (VVLC) owing to its low complexity, secure, interference-free characteristics,…”
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Fusing dual‐tree quaternion wavelet transform and local mesh based features for grading of diabetic retinopathy using extreme learning machine classifier by Deepa, V., Kumar, C. Sathish, Andrews, Sheena Susan

“…Diabetic retinopathy (DR) is one of the most frequent microvascular complications of diabetes mellitus, which damages micro‐ and macrovascular systems. Hence,…”
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OPTIMAL ENSEMBLE FEATURE SELECTION (OEFS) METHOD AND KERNEL WEIGHT CONVOLUTIONAL NEURAL NETWORK (KWCNN) CLASSIFIER FOR MEDICAL DATASETS by C, Sathish Kumar, P, Thangaraju

“…Disease detection software that works automatically in healthcare domain refers to the proactive or reactive use of computerised data systems for diagnosis of…”
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Foliar fungal disease classification in banana plants using elliptical local binary pattern on multiresolution dual tree complex wavelet transform domain by Mathew, Deepthy, Sathish Kumar, C., Anita Cherian, K.

“…The fungal diseases in banana cause major yield losses for millions of farmers around the globe. Early detection of these diseases helps the farmers to devise…”
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Tuna classification using super learner ensemble of region-based CNN-grouped 2D-LBP models by Jose, Jisha Anu, Kumar, C. Sathish, Sureshkumar, S.

“…•An ensemble of region based CNN is used for Tuna classification.•Best model for each fish image region is identified.•Statistical features from the CNN model…”
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Classification of leaf spot diseases in banana using pre-trained convolutional neural networks by Mathew, Deepthy, Kumar, C. Sathish, Anita Cherian, K.

“…Banana is a leading fruit crop in the global market and is grown all over the world. However, its production and trade are severely affected by the diseases…”
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Artificial pollination of Dove Orchid (Peristeria elata Hook.) in India for multiplication by Saleem, M., Mukundan, Usha, Kumar, C. Sathish

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