Search Results - "Kumar S., Sachin"

EEG based automated detection of seizure using machine learning approach and traditional features by S., Abhishek, S., Sachin Kumar, Mohan, Neethu, K.P., Soman

“…The detection of epileptic seizures is key for neurologists to initiate the right treatment at the earliest. However, the traditional methods are dependent on…”
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Development of a paper-based analytical device for the colourimetric detection of alanine transaminase and the application of deep learning for image analysis by Resmi, P.E., Sachin Kumar, S., Alageswari, D., Suneesh, P.V., Ramachandran, T., Nair, Bipin G., Satheesh Babu, T.G.

“…A paper-based colourimetric assay for the detection of alanine transaminase has been developed. In the presence of alanine transaminase, 2,4-dinitrophenyl…”
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A concise review on corrosion inhibitors: types, mechanisms and electrochemical evaluation studies by Ma, I. A. Wonnie, Ammar, Sh, Kumar, Sachin S. A., Ramesh, K., Ramesh, S.

“…This article presents a concise review of different types of inhibitors for corrosion protection on metal surfaces. Corrosion inhibitors can be of different…”
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Flexible BSA MIM capacitor with negative voltage coefficient for RF applications by Kumar, Parkarsh, Guhathakurata, Shrabani, Choudhury, A., Sharma, A., Tripathy, Anupam R, Sachin Kumar, S, Pancham, P. P., Das, Palash, Mahato, Satya Sopan, Mahata, Shrabani, Mallik, S.

“…In this report, Bovine Serum Albumin-based Metal–Insulator–Metal structures on Indium doped Tin Oxide coated flexible Polyethylene Terephthalate substrates…”
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A hybrid method for fundamental heart sound segmentation using group-sparsity denoising and variational mode decomposition by Sujadevi, V. G., Mohan, Neethu, Sachin Kumar, S., Akshay, S., Soman, K. P.

“…Segmentation of fundamental heart sounds–S1 and S2 is important for automated monitoring of cardiac activity including diagnosis of the heart diseases. This…”
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A data-driven hybrid methodology using randomized low-rank DMD approximation and flat-top FIR filter for voltage fluctuations monitoring in grid-connected distributed generation systems by Mohan, Neethu, Sachin Kumar, S, Soman, K P, Sujadevi, V G, Poornachandran, Prabaharan, Rajendra Acharya, U

“…The voltage fluctuations are caused by variations in renewable energy source outputs, increased usage of nonlinear loads, high reactive power consumption of…”
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A data-driven strategy for short-term electric load forecasting using dynamic mode decomposition model by Mohan, Neethu, Soman, K.P., Sachin Kumar, S.

“…•A novel data-driven strategy for STLF is proposed using DMD algorithm.•The time-evolving dynamic characteristics of load data are discovered efficiently.•The…”
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Machine learning approach to detect focal-onset seizures in the human anterior nucleus of the thalamus by Toth, Emilia, Kumar, Sachin S, Chaitanya, Ganne, Riley, Kristen, Balasubramanian, Karthi, Pati, Sandipan

“…There is an unmet need to develop seizure detection algorithms from brain regions outside the epileptogenic cortex. The study aimed to demonstrate the…”
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Salient region detection and object segmentation in color images using dynamic mode decomposition by Sikha, O.K., Sachin Kumar, S., Soman, K.P.

“…•A Novel method for the detection and segmentation of the salient region in color images has been proposed.•The proposed method utilizes the analytical power…”
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Quality of life, social support, and pathways of care among persons with psychiatric disorders-A cross-sectional study by Ponnuchamy, Lingam, Kumar, Sachin S, Majhi, Gobinda, Venkataraman, Prabhu

“…Patients with psychiatric disorders have varied psychosocial realities embedded in the community context. Help-seeking behavior is extremely crucial in…”
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VMD-DMD coupled data-driven approach for visual saliency in noisy images by Sikha, O. K., Soman, K. P., Kumar, S. Sachin

“…Human visual system is endowed with an innate capability of distinguishing the salient regions of an image. It do so even in the presence of noise and other…”
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Development of active barrier effect of hybrid chitosan/silica composite epoxy-based coating on mild steel surface by Wonnie Ma, I.A., Sh, Ammar, Bashir, Shahid, A Kumar, Sachin S., K, Ramesh, S, Ramesh

“…In this study, a co-action behavior of a hybrid composed of chitosan and silica was investigated by incorporating it into an epoxy resin to induce an active…”
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Polymer matrix composite engineering for PDMS based capacitive sensors to achieve high-performance and broad-range pressure sensing by Tripathy, Anupam R., Choudhury, A., Dash, Ajit, Panigrahi, Prakash, Kumar, S. Sachin, Pancham, P.P., Sahu, Sushanta Kumar, Mallik, S.

“…Internet of Things (IoT) is increasingly set to be used and implemented in every sphere of technology where low-cost sensors, whose sensing needs are not so…”
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Wide-Area Monitoring of Power System Using Dynamic Mode Decomposition on Nonlinear Observables by Mohan, Neethu, K.P., Soman, Kumar S., Sachin

“…Modern interconnected electric grids face a challenge from the oscillatory behavior and associated stability of the system. The system will never have a…”
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Automated Detection of Kidney Stone Using Deep Learning Models by B, Manoj, Mohan, Neethu, S, Sachin Kumar, P, Soman K.

“…Kidney stone is the most common disease nowa-days. Proper diagnosis of the disease is required to cure and lead a healthy lifestyle. Various methods are posed…”
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Random Fourier Features based approach for Covid-19 Twitter Sentiment Classification using Machine Learning and Deep Learning by Vignesh, E., S, Sachin Kumar, Mohan, Neethu, Soman, K. P.

“…The outbreak of Corona has significantly impacted the daily lives of thousands of people. Many individuals turned to social media for guidance and information…”
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A Data-driven Approach for Estimating Power System Frequency and Amplitude Using Dynamic Mode Decomposition by Mohan, Neethu, Soman, K.P., Sachin, Kumar S

“…To ensure power system stability, control and quality supply of power, it is essential to monitor power system parameters such as frequency and amplitude. This…”
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Stacked LSTM Recurrent Neural Network: A Deep Learning Approach for Short Term Wind Speed Forecasting by Sowmya, Chervu, Kumar, Anu G, Kumar, Sachin S

“…Renewable energy has now become a key to the future. Renewable energy can be harnessed from many sources, one such source is wind. Wind energy is constantly…”
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Sentiment Analysis at Document level of Telugu Data from Multi-Domains by Reddy, Katipally Vighneshwar, Kumar S, Sachin, Soman, KP

“…Finding common threads of optimism or negative in text is the goal of sentiment analysis. In the business world, it is used to learn about a product's…”
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Covid Cough Identification using Machine Learning and Deep Learning Networks by Vinod, Anand, Mohan, Neethu, S, Sachin Kumar, K P, Soman

“…The COVID-19 pandemic engulfed the entire world. RT-PCR assessment nowadays is a metric golden standard for contemplating COVID. However, this method takes…”
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