Search Results - "Majhi, Babita"

A Modified Artificial Neural Network (ANN)-Based Time Series Prediction of COVID-19 Cases from Multi-Country Data by Majhi, Babita

“…The deadly Corona virus that first appeared in a seafood market in the Wuhan city of China in December 2019 has been causing global distress by claiming lives…”
Get full text

Improved prediction of daily pan evaporation using Deep-LSTM model by Majhi, Babita, Naidu, Diwakar, Mishra, Ambika Prasad, Satapathy, Suresh Chandra

“…Precise measurement or estimation of evaporation losses is extremely important for the development of water resource management strategies and its effective…”
Get full text

Forecasting the CO2 Emissions at the Global Level: A Multilayer Artificial Neural Network Modelling by Jena, Pradyot Ranjan, Managi, Shunsuke, Majhi, Babita

“…Better accuracy in short-term forecasting is required for intermediate planning for the national target to reduce CO2 emissions. High stake climate change…”
Get full text

Pan evaporation modeling in different agroclimatic zones using functional link artificial neural network by Majhi, Babita, Naidu, Diwakar

“…Pan evaporation is an important climatic variable for developing efficient water resource management strategies. In the past, many machine learning models are…”
Get full text

A novel improved prediction of protein structural class using deep recurrent neural network by Panda, Bishnupriya, Majhi, Babita

“…For last few decades, sequence arrangement of amino acids have been utilized for the prediction of protein secondary structure. Recent methods have applied…”
Get full text

Detection of Disease-Specific Parent Cells Via Distinct Population of Nano-Vesicles by Machine Learning by Thakur, Abhimanyu, Mishra, Ambika Prasad, Panda, Bishnupriya, Sweta, Kumari, Majhi, Babita

“…The diagnosis and prognosis of pathological conditions, such as age-related macular degeneration (AMD) and cancer still need improvement. AMD is primarily…”
Get more information

Application of Artificial Intelligence in Pharmaceutical and Biomedical Studies by Thakur, Abhimanyu, Mishra, Ambika P, Panda, Bishnupriya, Rodríguez, Diana C S, Gaurav, Isha, Majhi, Babita

“…Artificial intelligence (AI) is the way to model human intelligence to accomplish certain tasks without much intervention of human beings. The term AI was…”
Get more information

Real-Time Identification of Fuzzy PID-Controlled Maglev System using TLBO-Based Functional Link Artificial Neural Network by Sahoo, Amit Kumar, Mishra, Sudhansu Kumar, Majhi, Babita, Panda, Ganapati, Satapathy, Suresh Chandra

“…In this paper, the teaching–learning-based optimization-based functional link artificial neural network (FLANN) has been proposed for the real-time…”
Get full text

On development of novel hybrid and robust adaptive models for net asset value prediction by Majhi, Babita, Anish, C.M., Majhi, Ritanjali

“…Efficient prediction of net asset value (NAV) of various investment fund is crucial for both investors and fund management organisations. But prediction of…”
Get full text

Reference evapotranspiration modeling using radial basis function neural network in different agro-climatic zones of Chhattisgarh by DIWAKAR NAIDU, BABITA MAJHI

“…Precise estimation of evapotranspiration (ET) is extremely essential for efficient utilization of available water resources. Among the empirical models,…”
Get full text

An improved method for diagnosis of Parkinson's disease using deep learning models enhanced with metaheuristic algorithm by Majhi, Babita, Kashyap, Aarti, Mohanty, Siddhartha Suprasad, Dash, Sujata, Mallik, Saurav, Li, Aimin, Zhao, Zhongming

“…Parkinson's disease (PD) is challenging for clinicians to accurately diagnose in the early stages. Quantitative measures of brain health can be obtained safely…”
Get full text

Forecasting of currency exchange rates using an adaptive ARMA model with differential evolution based training by Rout, Minakhi, Majhi, Babita, Majhi, Ritanjali, Panda, Ganapati

“…To alleviate the limitations of statistical based methods of forecasting of exchange rates, soft and evolutionary computing based techniques have been…”
Get full text

Development and Performance Evaluation of a Novel Knowledge Guided Artificial Neural Network (KGANN) Model for Exchange Rate Prediction by Jena, Pradyot Ranjan, Majhi, Ritanjali, Majhi, Babita

“…This paper presents a new adaptive forecasting model using a knowledge guided artificial neural network (KGANN) structure for efficient prediction of exchange…”
Get full text

On The Development And Performance Evaluation Of A Multiobjective GA-based RBF Adaptive Model For The Prediction Of Stock Indices by Majhi, Babita, Rout, Minakhi, Baghel, Vikas

“…This paper develops and assesses the performance of a hybrid prediction model using a radial basis function neural network and non-dominated sorting…”
Get full text

Development and evaluation of novel forecasting adaptive ensemble model by Anish, C.M., Majhi, Babita, Majhi, Ritanjali

“…This paper proposes a new ensemble based adaptive forecasting structure for efficient different interval days' ahead prediction of five different asset values…”
Get full text

Sentiment analysis of Twitter data for predicting stock market movements by Pagolu, Venkata Sasank, Reddy, Kamal Nayan, Panda, Ganapati, Majhi, Babita

“…Predicting stock market movements is a well-known problem of interest. Now-a-days social media is perfectly representing the public sentiment and opinion about…”
Get full text

Explainable AI-driven machine learning for heart disease detection using ECG signal by Majhi, Babita, Kashyap, Aarti

“…The majority of countries globally find that cardiovascular diseases have the greatest death rate. Early detection of heart disease is necessary to prevent…”
Get full text

A feature selection model using binary FOX optimization and v-shaped transfer function for network IDS by Majhi, Babita, Prastavana

“…There has been a significant rise in the ways the internet caters to day-to-day usage in everyday lives. Significant presence in connecting IoTs, helping via…”
Get full text

IIR system identification using cat swarm optimization by Panda, Ganapati, Pradhan, Pyari Mohan, Majhi, Babita

“…► Cat swarm optimization based approach for IIR system identification. ► Cat swarm optimization is more efficient than GA and PSO. ► This algorithm is tested…”
Get full text

Differential evolution based radial basis function neural network model for reference evapotranspiration estimation by Majhi, Babita, Naidu, Diwakar

“…The present study is an effort to examine the capability of a differential evolution based radial basis function neural network (RBFDE) to model weekly…”
Get full text