Introduction to genetic algorithms. - S. N. Sivanandam; S. N. Deepa 001 (Springer, 2008)

PSO with mutation for fuzzy classifier design. - C. Rania; S. N. Deepa 001 (Biometrics Technology, 2010)

Very Short Term Wind Power Forecasting Using PSO-Neural Network Hybrid System. - E. Pratheepraj; Anuj Abraham; S. N. Deepa 001; V. Yuvaraj (ACC (3), 2011)

Modified Radial Basis Function Network for Brain Tumor Classification. - S. N. Deepa 001; B. Aruna Devi (SEMCCO (1), 2011)

An Intelligent Operator for Genetic Fuzzy Rule Based System. - Chellasamy Rani; S. N. Deepa 001 (Int. J. Intell. Inf. Technol., 2011)

Model order formulation of a multivariable discrete system using a modified particle swarm optimization approach. - S. N. Deepa 001; G. Sugumaran (Swarm Evol. Comput., 2011)

A Design of Longitudinal Control of an Aircraft Using a Fuzzy Logic Based PID Controller. - S. N. Deepa 001; G. Sudha (SocProS (1), 2013)

Condition Monitoring in Induction Motor by Parameter Estimation Technique. - P. Kripakaran; A. Naraina; S. N. Deepa 001 (SocProS (2), 2013)

Neural network based hybrid computing model for wind speed prediction. - K. Gnana Sheela; S. N. Deepa 001 (Neurocomputing, 2013)

Formation of Fuzzy if-then Rules and Membership Function using Enhanced Particle Swarm Optimization. - Pugalendhi GaneshKumar; Chellasamy Rani; S. N. Deepa 001 (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2013)

Multidimensional Texture Characterization: On Analysis for Brain Tumor Tissues Using MRS and MRI. - Deepa Subramaniam Nachimuthu; Arunadevi Baladhandapani (J. Digit. Imaging, 2014)

Performance analysis of modeling framework for prediction in wind farms employing artificial neural networks. - K. Gnana Sheela; S. N. Deepa 001 (Soft Comput., 2014)

Evolutionary learning of spiking neural networks towards quantification of 3D MRI brain tumor tissues. - Arunadevi Baladhandapani; Deepa Subramaniam Nachimuthu (Soft Comput., 2015)

A novel criterion to select hidden neuron numbers in improved back propagation networks for wind speed forecasting. - M. Madhiarasan; S. N. Deepa 001 (Appl. Intell., 2016)

Lung Cancer Classification Employing Proposed Real Coded Genetic Algorithm Based Radial Basis Function Neural Network Classifier. - I Jasmine Selvakumari Jeya; S. N. Deepa 001 (Comput. Math. Methods Medicine, 2016)

Comparative analysis on hidden neurons estimation in multi layer perceptron neural networks for wind speed forecasting. - M. Madhiarasan; S. N. Deepa 001 (Artif. Intell. Rev., 2017)

Adaptive Regularized ELM and Improved VMD Method for Multi-step ahead Electricity Price Forecasting. - S. N. Deepa 001; Arulmozhi Nagarajan; Gobu B; Kanimozhi P; Jaikumar S; Aruldoss Albert Victoire Tangaradjou (ICMLA, 2018)

Fuzzy Echo State Neural Network with Differential Evolution Framework for Time Series Forecasting. - Deepa Subramaniam Nachimuthu; Selvam Govindaraj; Anand Tirupur Shanmuganathan (ICMLA, 2018)

Optimized deep learning neural network predictive controller for continuous stirred tank reactor. - S. N. Deepa 001; I. Baranilingesan (Comput. Electr. Eng., 2018)

Developed global biotic cross pollination algorithm for CIS. - K. Sasi Kala Rani; D. Rasi 001; S. N. Deepa 001 (Int. J. Bus. Intell. Data Min., 2018)

Momentum-based wavelet and double wavelet neural networks for power system applications. - Deepa Subramaniam Nachimuthu; John Basha Rizwana (Neural Comput. Appl., 2018)

Optimized nonlinear neural network architectural models for multistep wind speed forecasting. - K. Maruliya Begam; S. N. Deepa 001 (Comput. Electr. Eng., 2019)

Linear and non-linear proximal support vector machine classifiers for wind speed prediction. - V. Ranganayaki; S. N. Deepa 001 (Clust. Comput., 2019)

Hybrid evolutionary computing algorithms and statistical methods based optimal fragmentation in smart cloud networks. - K. Sasi Kala Rani; S. N. Deepa 001 (Clust. Comput., 2019)

Network Energy Optimization of IOTs in Wireless Sensor Networks Using Capsule Neural Network Learning Model. - Govindaraj S; Deepa Subramaniam Nachimuthu (Wirel. Pers. Commun., 2020)

Energy optimization of internet of things in wireless sensor network models using type-2 fuzzy neural systems. - Durairajan Rasi; S. N. Deepa 001 (Int. J. Commun. Syst., 2021)

Intelligent decision support model using tongue image features for healthcare monitoring of diabetes diagnosis and classification. - S. N. Deepa 001; Abhik Banerjee (Netw. Model. Anal. Health Informatics Bioinform., 2021)

Multi-step wind speed and wind power forecasting using variational momentum factor and deep learning based intelligent neural network models. - Deepa Subramaniam Nachimuthu; Abhik Banerjee; Jayakumar Karuppaiah (Concurr. Comput. Pract. Exp., 2022)

Fuzzy-twin proximal SVM kernel-based deep learning neural network model for hyperspectral image classification. - Sanaboina Leela Krishna; I Jasmine Selvakumari Jeya; S. N. Deepa 001 (Neural Comput. Appl., 2022)

Hybrid optimization enabled deep learning model for colour image segmentation and classification. - D. Rasi 001; S. N. Deepa 001 (Neural Comput. Appl., 2022)

Terahertz Women Reproductive Hormones Sensor Using Photonic Crystal Fiber With Behavior Prediction Using Machine Learning. - A. Naesha Nithish; Shobhit K. Patel; N. Ayyanar; Jaymit Surve; S. Rajaram; S. N. Deepa 001; Truong Khang Nguyen; Fahad Ahmed Al-Zahrani (IEEE Access, 2023)

Adaptive extreme learning machine - Fuzzy system framework for energy optimization of IOTs in wireless sensor networks. - Deepa Subramaniam Nachimuthu; I Jasmine Selvakumari Jeya; Arunadevi Baladhandapani (Internet Technol. Lett., 2023)

FHGSO: Flower Henry gas solubility optimization integrated deep convolutional neural network for image classification. - S. N. Deepa 001; D. Rasi 001 (Appl. Intell., 2023)

Bio-inspired deep residual neural network learning model for QoS routing enhancement in mobile ad-hoc networks. - S. Tamizharasi; Arunadevi Baladhandapani; S. N. Deepa 001 (Wirel. Networks, 2023)

Enhanced Aquila Optimizer Combined Ensemble Bi-LSTM-GRU With Fuzzy Emotion Extractor for Tweet Sentiment Analysis and Classification. - A. Sherin; I Jasmine Selvakumari Jeya; S. N. Deepa 001 (IEEE Access, 2024)

Dynamic Stability and Reactive Power Control Using Dandelion-Optimized Cascaded Fractional Order Tilt Controller in Renewable Energy Systems. - G. M. Sachin; Abhik Banerjee; S. N. Deepa 001 (IEEE Access, 2025)