Babita Majhi

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 13

Top Topics

Compressive Sensing

Learning Strategies

Handwritten Digits

Clonal Selection

Top Venues

J. King Saud Univ. Comput. Inf. Sci.

Signal Process.

Neural Comput. Appl.

Publications

Babita Majhi, Aarti Kashyap, Siddhartha Suprasad Mohanty, Sujata Dash, Saurav Mallik, Aimin Li, Zhongming Zhao
An improved method for diagnosis of Parkinson's disease using deep learning models enhanced with metaheuristic algorithm. BMC Medical Imaging 24 (1) (2024)
Babita Majhi, Usha Manasi Mohapatra, Suresh Chandra Satapathy
Distributed machine learning strategies for efficient development of direct and inverse nonlinear and IIR models. J. Ambient Intell. Humaniz. Comput. 15 (1) (2024)
Prastavana, Babita Majhi
Optimizing LightGBM for Intrusion Detection Systems using GOA. ICCCNT (2023)
Babita Majhi, C. M. Anish, Ritanjali Majhi
On development of novel hybrid and robust adaptive models for net asset value prediction. J. King Saud Univ. Comput. Inf. Sci. 33 (6) (2021)
Bishnupriya Panda, Babita Majhi
A novel improved prediction of protein structural class using deep recurrent neural network. Evol. Intell. 14 (2) (2021)
Babita Majhi, Diwakar Naidu, Ambika Prasad Mishra, Suresh Chandra Satapathy
Improved prediction of daily pan evaporation using Deep-LSTM model. Neural Comput. Appl. 32 (12) (2020)
Puspalata Pujari, Babita Majhi
Recognition of Odia Handwritten Digits using Gradient based Feature Extraction Method and Clonal Selection Algorithm. Int. J. Rough Sets Data Anal. 6 (2) (2019)
Usha Manasi Mohapatra, Babita Majhi, Suresh Chandra Satapathy
Financial time series prediction using distributed machine learning techniques. Neural Comput. Appl. 31 (8) (2019)
Usha Manasi Mohapatra, Babita Majhi, Alok Kumar Jagadev
On the development of cat swarm metaheuristic using distributed learning strategies and the applications. Int. J. Intell. Comput. Cybern. 12 (2) (2019)
Soumya Ranjan Tripathy, Ganapati Panda, Babita Majhi
Constrained LMMSE-based object-specific reconstruction in compressive sensing. IET Signal Process. 11 (9) (2017)
Sudhansu Kumar Mishra, Ganapati Panda, Babita Majhi
Prediction based mean-variance model for constrained portfolio assets selection using multiobjective evolutionary algorithms. Swarm Evol. Comput. 28 (2016)
Venkata Sasank Pagolu, Kamal Nayan Reddy Challa, Ganapati Panda, Babita Majhi
Sentiment Analysis of Twitter Data for Predicting Stock Market Movements. CoRR (2016)
Kamal Nayan Reddy Challa, Venkata Sasank Pagolu, Ganapati Panda, Babita Majhi
An Improved Approach for Prediction of Parkinson's Disease using Machine Learning Techniques. CoRR (2016)
Pradyot Ranjan Jena, Ritanjali Majhi, Babita Majhi
Development and performance evaluation of a novel knowledge guided artificial neural network (KGANN) model for exchange rate prediction. J. King Saud Univ. Comput. Inf. Sci. 27 (4) (2015)
Babita Majhi, C. M. Anish
Multiobjective optimization based adaptive models with fuzzy decision making for stock market forecasting. Neurocomputing 167 (2015)
Upendra Kumar Sahoo, Ganapati Panda, Bernard Mulgrew, Babita Majhi
Robust incremental adaptive strategies for distributed networks to handle outliers in both input and desired data. Signal Process. 96 (2014)
Upendra Kumar Sahoo, Ganapati Panda, Bernard Mulgrew, Babita Majhi
Development of robust distributed learning strategies for wireless sensor networks using rank based norms. Signal Process. 101 (2014)
Babita Majhi, Minakhi Rout, Vikas Baghel
On the development and performance evaluation of a multiobjective GA-based RBF adaptive model for the prediction of stock indices. J. King Saud Univ. Comput. Inf. Sci. 26 (3) (2014)
Anindita Dutta, Minakhi Rout, Babita Majhi
TLBO Based Hybrid Forecasting Model for Prediction of Exchange Rates. SEMCCO (2014)
Minakhi Rout, Babita Majhi, Ritanjali Majhi, Ganapati Panda
Forecasting of currency exchange rates using an adaptive ARMA model with differential evolution based training. J. King Saud Univ. Comput. Inf. Sci. 26 (1) (2014)
Bishnupriya Panda, Ambika Prasad Mishra, Babita Majhi, Minakhi Rout
Prediction of Protein Structural Class by Functional Link Artificial Neural Network Using Hybrid Feature Extraction Method. SEMCCO (2) (2013)
Babita Majhi, Ganapati Panda
Distributed and robust parameter estimation of IIR systems using incremental particle swarm optimization. Digit. Signal Process. 23 (4) (2013)
Trilochan Panigrahi, Ganapati Panda, Bernard Mulgrew, Babita Majhi
Distributed DOA estimation using clustering of sensor nodes and diffusion PSO algorithm. Swarm Evol. Comput. 9 (2013)
Babita Majhi, Minakhi Rout, Ritanjali Majhi, Ganapati Panda, Peter J. Fleming
New robust forecasting models for exchange rates prediction. Expert Syst. Appl. 39 (16) (2012)
Upendra Kumar Sahoo, Ganapati Panda, Bernard Mulgrew, Babita Majhi
QR-based incremental minimum-Wilcoxon-norm strategies for distributed wireless sensor networks. Signal Process. 92 (11) (2012)
Ritanjali Majhi, Babita Majhi, Ganapati Panda
Development and performance evaluation of neural network classifiers for Indian internet shoppers. Expert Syst. Appl. 39 (2) (2012)
Minakhi Rout, Babita Majhi, Usha Manasi Mohapatra, Rosalin Mahapatra
Stock Indices Prediction Using Radial Basis Function Neural Network. SEMCCO (2012)
Trilochan Panigrahi, A. D. Hanumantharao, Ganapati Panda, Babita Majhi, Bernard Mulgrew
Maximum likelihood DOA estimation in distributed wireless sensor network using adaptive particle swarm optimization. ICCCS (2011)
Ganapati Panda, Pyari Mohan Pradhan, Babita Majhi
IIR system identification using cat swarm optimization. Expert Syst. Appl. 38 (10) (2011)
Babita Majhi, Ganapati Panda
Robust identification of nonlinear complex systems using low complexity ANN and particle swarm optimization technique. Expert Syst. Appl. 38 (1) (2011)
Satyasai Jagannath Nanda, Ganapati Panda, Babita Majhi
Improved identification of Hammerstein plants using new CPSO and IPSO algorithms. Expert Syst. Appl. 37 (10) (2010)
Babita Majhi, Ganapati Panda
Development of efficient identification scheme for nonlinear dynamic systems using swarm intelligence techniques. Expert Syst. Appl. 37 (1) (2010)
Ritanjali Majhi, Ganapati Panda, Babita Majhi, Gadadhar Sahoo
Efficient prediction of stock market indices using adaptive bacterial foraging optimization (ABFO) and BFO based techniques. Expert Syst. Appl. 36 (6) (2009)
Vikas Baghel, Ganapati Panda, P. Srihari, K. Rajarajeswari, Babita Majhi
An Efficient Multi-objective Pulse Radar Compression Technique using RBF and NSGA-II. NaBIC (2009)
Babita Majhi, Ganapati Panda, Bernard Mulgrew
Distributed identification of nonlinear processes using incremental and diffusion type PSO algorithms. IEEE Congress on Evolutionary Computation (2009)
Ritanjali Majhi, Ganapati Panda, Babita Majhi
Robust Prediction of Stock Indices using PSO based Adaptive Linear Combiner. NaBIC (2009)
Ritanjali Majhi, Ganapati Panda, Babita Majhi, S. K. Panigrahi, M. K. Mishra
Forecasting of Retail Sales Data using Differential Evolution. NaBIC (2009)
Satyasai Jagannath Nanda, Ganapati Panda, Babita Majhi
Development of immunized pso algorithm and its application to hammerstein model identification. IEEE Congress on Evolutionary Computation (2009)
Babita Majhi, Ganapati Panda
Non-linear dynamic system identification using Cascaded Functional Link Artificial Neural Network. Int. J. Artif. Intell. Soft Comput. 1 (2/3/4) (2009)
Babita Majhi, Ganapati Panda, Bernard Mulgrew
Robust identification and prediction using Wilcoxon norm and particle swarm optimization. EUSIPCO (2009)
Pyari Mohan Pradhan, Trilochan Panigrahi, Babita Majhi, Ganapati Panda, Bernard Mulgrew
Robust Distributed Optimization in Wireless Sensor Network. ARTCom (2009)
Satyasai Jagannath Nanda, Ganapati Panda, Babita Majhi
Development of Novel Digital Equalizers for Noisy Nonlinear Channel using Artificial Immune System. ICIIS (2008)
Babita Majhi, Ganapati Panda, Arvind Choubey
Efficient scheme of pole-zero system identification using Particle Swarm Optimization technique. IEEE Congress on Evolutionary Computation (2008)
Satyasai Jagannath Nanda, Ganapati Panda, Babita Majhi, Prakash Tha
Development of a New Optimization Algorithm Based on Artificial Immune System and Its Application. ICIT (2008)
Babita Majhi, Ganapati Panda
Bacterial foraging based identification of nonlinear dynamic system. IEEE Congress on Evolutionary Computation (2007)
Ganapati Panda, Babita Majhi, D. Mohanty, Ajit Kumar Sahoo
A GA-Based Pruning Strategy and Weight Update Algorithm for Efficient Nonlinear System Identification. PReMI (2007)
Ganapati Panda, D. Mohanty, Babita Majhi, Gadadhar Sahoo
Identification of nonlinear systems using particle swarm optimization technique. IEEE Congress on Evolutionary Computation (2007)
Babita Majhi, Ganapati Panda
Recovery of Digital Information Using Bacterial Foraging Optimization Based Nonlinear Channel Equalizers. ICDIM (2006)