Search Results - "Chaurasiya, Rahul Kumar"

iHearken: Chewing sound signal analysis based food intake recognition system using Bi-LSTM softmax network by Khan, Mohammad Imroze, Acharya, Bibhudendra, Chaurasiya, Rahul Kumar

“…•Novel user friendly wearable hardware for food intake recognition system is proposed.•Perceptive model using bottleneck features based on Bi-LSTM network with…”
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A Novel Weighted Edit Distance-Based Spelling Correction Approach for Improving the Reliability of Devanagari Script-Based P300 Speller System by Chaurasiya, Rahul Kumar, Londhe, Narendra D., Ghosh, Subhojit

“…P300 speller-based brain-computer interface is a direct communication from human-brain to computer machine without any muscular movements. In conventional P300…”
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Performance improvement of P300-based home appliances control classification using convolution neural network by Shukla, Praveen Kumar, Chaurasiya, Rahul Kumar, Verma, Shrish

“…•Presented home appliance control system provides an augmented medium of communication for accessing light, fan etc.•Employment of CNN improves the performance…”
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Automatic Prediction of Glycemic Index Category from Food Images Using Machine Learning Approaches by Khan, Mohammad Imroze, Acharya, Bibhudendra, Chaurasiya, Rahul Kumar

“…The dietary glycemic index (GI) is a mechanism, whereby carbohydrate-containing foods are assigned a number according to how much each food raises blood sugar…”
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A Thresholding-Free State Detection Approach for Home Appliance Control Using P300-Based BCI by Shukla, Praveen Kumar, Chaurasiya, Rahul Kumar, Verma, Shrish, Sinha, G. R.

“…The main objective of brain-computer interface (BCI)-based asynchronous system is to detect user's intentional control (IC) and non-control (NC) states. In IC…”
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Hardware-software co-design framework of lightweight CLEFIA cipher for IoT image encryption by Singh, Pulkit, Patro, K Abhimanyu Kumar, Chaurasiya, Rahul Kumar, Acharya, Bibhudendra

“…Internet of things (IoT) connects a huge number of small devices across a network. End-to-end security is becoming highly crucial as IoT deploys these devices…”
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Binary DE-Based Channel Selection and Weighted Ensemble of SVM Classification for Novel Brain-Computer Interface Using Devanagari Script-Based P300 Speller Paradigm by Chaurasiya, Rahul Kumar, Londhe, Narendra D., Ghosh, Subhojit

“…P300 speller-based Brain-Computer Interface (BCI) is a direct communication from human brain to computer machine that is based on the decoding of brain…”
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Epileptic seizure detection using HHT and SVM by Kumar Chaurasiya, Rahul, Jain, Khushbu, Goutam, Shalini, Manisha, Manisha

“…The reliability and efficiency of classification strategies required to segregate between the categories of healthy patients and those suffering from epilepsy…”
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Binary DE-Based Channel Selection and Weighted Ensemble of SVM Classification for Novel Brain-Computer Interface Using Devanagari Script-Based P300 Speller Paradigm by Chaurasiya, Rahul Kumar, Londhe, Narendra D, Ghosh, Subhojit

“…P300 speller-based Brain-Computer Interface (BCI) is a direct communication from human brain to computer machine that is based on the decoding of brain…”
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Multi-objective binary DE algorithm for optimizing the performance of Devanagari script-based P300 speller by Chaurasiya, Rahul Kumar, Londhe, Narendra D, Ghosh, Subhojit

“…Highlights • Optimizing the channels leads to reduced cost and better user-convenience. • MOBDE-based channels selection method provides a set of…”
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Indian Vehicle Number-Plate Recognition using Single Shot Detection and OCR by Jain, Sparsh, Rathi, Rishikesh, Chaurasiya, Rahul Kumar

“…Increasing number of vehicles on the streets has made it very difficult to track every vehicle, which has resulted into exponential rise in violation of…”
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Prediction of Potential Customers for Term Deposit: Analysis Using Bagging with Bank Marketing Data by Sonkar, Nilanshu, Chaurasiya, Rahul Kumar, Choubey, Mohit, Prasad, Rahul, Baghel, R. K.

“…The global COVID-19 pandemic triggered a severe economic downturn, impacting economies and financial systems worldwide. Lockdowns and travel restrictions…”
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Hybrid BiLSTM-HMM based event detection and classification system for food intake recognition by Khan, Mohammad Imroze, Acharya, Bibhudendra, Chaurasiya, Rahul Kumar

“…We present a hybrid approach of chew sound event identification grounded on a Bidirectional Long Short-Term Memory plus Hidden Markov Model hybrid system in…”
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Improving Performance of Product Recommendations Using User Reviews by Chaurasiya, Rahul Kumar, Sahu, Utkarsh

“…Recommendation systems have gained importance with the rapid growth in e-commerce industry. Recommendation system utilizes user feedbacks to suggest products…”
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Stacking Model for Short-Term Electrical Load Forecasting by Choubey, Mohit, Yadav, J S, Chaurasiya, Rahul Kumar

“…The successful implementation of electrical load forecasting is essential for achieving emission reduction goals and ensuring an optimal equilibrium between…”
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Automatic traffic sign detection and recognition using moment invariants and support vector machine by Agrawal, Sneha, Chaurasiya, Rahul Kumar

“…Automatic traffic sign detection and recognition (TSDR) is one of the most significant areas of object detection. In spite of numerous researches, it has…”
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Pipelined Architectures of LILLIPUT Block Cipher for RFID Logistic Applications by Singh, Pulkit, Acharya, Bibhudendra, Chaurasiya, Rahul Kumar

“…Lightweight cryptography is an exciting field which hits the perfect balance between safety, higher performance, low power consumption, and compactness. Many…”
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Automatic Road Traffic Analyzer using Background Subtraction, Blob Analysis, and Tracking Algorithms by Chaurasiya, Rahul Kumar, Gondane, Priyanka M., Acharya, Bibhudendra, Khan, Mohd. Imroze

“…Due to the prodigious road traffic, many cities experience road congestions. Hence, there is a requirement of efficient and automatic road traffic analysis…”
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An Experimental Analysis of Motor Imagery EEG Signals Using Feature Extraction and Classification Methodologies by Shukla, Praveen Kumar, Kumar Chaurasiya, Rahul

“…Classifications of motor imagery task is a principal challenge in the brain-computer interface (BCI) application. In this paper, motor imagery of right hand…”
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A Review on Classification Methods Used in EEG-Based Home Control Systems by Kumar Shukla, Praveen, Kumar Chaurasiya, Rahul

“…Brain-Computer Interface (BCI)-based system enables a subject to communicate to a computer machine without performing any muscular activity. In the BCI-based…”
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