An Optimal Least Square Support Vector Machine Based Earnings Prediction of Blockchain Financial Products. - M. Sivaram 001; E. Laxmi Lydia; Irina Valeryevna Pustokhina; Denis Alexandrovich Pustokhin; Mohamed Elhoseny; Gyanendra Prasad Joshi; K. Shankar 002 (IEEE Access, 2020)

Correlative study and analysis for hidden patterns in text analytics unstructured data using supervised and unsupervised learning techniques. - E. Laxmi Lydia; S. Kannan; S. Suman Rajest; S. Satyanarayana (Int. J. Cloud Comput., 2020)

Charismatic Document Clustering Through Novel K-Means Non-negative Matrix Factorization (KNMF) Algorithm Using Key Phrase Extraction. - E. Laxmi Lydia; P. Krishna Kumar; K. Shankar 002; S. K. Lakshmanaprabu; R. M. Vidhyavathi; Andino Maseleno (Int. J. Parallel Program., 2020)

Hybridization of firefly and Improved Multi-Objective Particle Swarm Optimization algorithm for energy efficient load balancing in Cloud Computing environments. - A. Francis Saviour Devaraj; Mohamed Elhoseny; S. Dhanasekaran; E. Laxmi Lydia; K. Shankar 002 (J. Parallel Distributed Comput., 2020)

Deep learning with LSTM based distributed data mining model for energy efficient wireless sensor networks. - Sachi Nandan Mohanty; E. Laxmi Lydia; Mohamed Elhoseny; Majid M. Gethami Al Otaibi; K. Shankar 002 (Phys. Commun., 2020)

Internet of Things and Deep Learning Enabled Elderly Fall Detection Model for Smart Homecare. - Thavavel Vaiyapuri; E. Laxmi Lydia; Mohamed Yacin Sikkandar; Vicente García-Díaz; Irina Valeryevna Pustokhina; Denis Alexandrovich Pustokhin (IEEE Access, 2021)

Energy Efficient Neuro-Fuzzy Cluster based Topology Construction with Metaheuristic Route Planning Algorithm for Unmanned Aerial Vehicles. - Irina Valeryevna Pustokhina; Denis Alexandrovich Pustokhin; E. Laxmi Lydia; Mohamed Elhoseny; K. Shankar 002 (Comput. Networks, 2021)

Application of discrete transforms with selective coefficients for blind image watermarking. - E. Laxmi Lydia; Joshua Samuel Raj; R. Pandi Selvam; Mohamed Elhoseny; K. Shankar 002 (Trans. Emerg. Telecommun. Technol., 2021)

Optimal deep learning based image compression technique for data transmission on industrial Internet of things applications. - Ben Sujitha; Velmurugan Subbiah Parvathy; E. Laxmi Lydia; Poonam Rani; Zdzislaw Pólkowski; K. Shankar 002 (Trans. Emerg. Telecommun. Technol., 2021)

An effective metaheuristic based node localization technique for wireless sensor networks enabled indoor communication. - Pudi Sekhar; E. Laxmi Lydia; Mohamed Elhoseny; Marwan Al-Akaidi; Mahmoud Mohamed Selim; K. Shankar 002 (Phys. Commun., 2021)

An intelligent energy management and traffic predictive model for autonomous vehicle systems. - Suneetha Manne; E. Laxmi Lydia; Irina Valeryevna Pustokhina; Denis Alexandrovich Pustokhin; Velmurugan Subbiah Parvathy; K. Shankar 002 (Soft Comput., 2021)

An efficient radix trie-based semantic visual indexing model for large-scale image retrieval in cloud environment. - N. Krishnaraj 001; Mohamed Elhoseny; E. Laxmi Lydia; K. Shankar 002; Omar Aldabbas 001 (Softw. Pract. Exp., 2021)

Optimal dense convolutional network model for image classification in unmanned aerial vehicles based ad hoc networks. - I. S. Hephzi Punithavathi; S. Dhanasekaran; P. Duraipandy; E. Laxmi Lydia; M. Sivaram 001; K. Shankar 002 (Int. J. Ad Hoc Ubiquitous Comput., 2022)

Hyperparameter search based convolution neural network with Bi-LSTM model for intrusion detection system in multimedia big data environment. - Irina Valeryevna Pustokhina; Denis Alexandrovich Pustokhin; E. Laxmi Lydia; Puneet Garg; Amarender Kadian; K. Shankar 002 (Multim. Tools Appl., 2022)

Synergic deep learning model-based automated detection and classification of brain intracranial hemorrhage images in wearable networks. - C. S. S. Anupama; M. Sivaram 001; E. Laxmi Lydia; Deepak Gupta 002; K. Shankar 002 (Pers. Ubiquitous Comput., 2022)

Generative Adversarial Networks with Quantum Optimization Model for Mobile Edge Computing in IoT Big Data. - Inderjeet Kaur; E. Laxmi Lydia; Vinay Kumar Nassa; Bhanu Shrestha; Jamel Nebhen; Sharaf J. Malebary; Gyanendra Prasad Joshi (Wirel. Pers. Commun., 2022)

Surveillance Video-Based Object Detection by Feature Extraction and Classification Using Deep Learning Architecture. - Elvir Akhmetshin; Sevara Sultanova; C. S. S. Anupama; Kollati Vijaya Kumar; E. Laxmi Lydia (FICTA (2), 2023)

Prediction of Sepsis Disease Using Random Search to Optimize Hyperparameter Tuning Based on Lazy Predict Model. - E. Laxmi Lydia; Sara A. Althubiti; C. S. S. Anupama; Kollati Vijaya Kumar (FICTA (2), 2023)

Quantum Dwarf Mongoose Optimization With Ensemble Deep Learning Based Intrusion Detection in Cyber-Physical Systems. - Laila M. Almutairi; Ravuri Daniel; Shaik Khasimbee; E. Laxmi Lydia; Srijana Acharya; Hyunil Kim (IEEE Access, 2023)

Ensemble Learning With Tournament Selected Glowworm Swarm Optimization Algorithm for Cyberbullying Detection on Social Media. - Ravuri Daniel; T. Satyanarayana Murthy; Ch. D. V. P. Kumari; E. Laxmi Lydia; Mohamad Khairi Ishak; Myriam Hadjouni; Samih Mohemmed Mostafa (IEEE Access, 2023)

Leveraging Brain MRI for Biomedical Alzheimer's Disease Diagnosis Using Enhanced Manta Ray Foraging Optimization Based Deep Learning. - R. Syed Jamalullah; L. Mary Gladence; Mohammed Altaf Ahmed; E. Laxmi Lydia; Mohamad Khairi Ishak; Myriam Hadjouni; Samih Mohemmed Mostafa (IEEE Access, 2023)

Automated Diabetic Foot Ulcer Detection and Classification Using Deep Learning. - Sunnam Nagaraju; Kollati Vijaya Kumar; B. Prameela Rani; E. Laxmi Lydia; Mohamad Khairi Ishak; Imen Filali; Faten Khalid Karim; Samih Mohemmed Mostafa (IEEE Access, 2023)

Rider Optimization With Deep Learning Based Image Encryption for Secure Drone Communication. - N. Kannaiya Raja; E. Laxmi Lydia; Thumpala Archana Acharya; K. Radhika; Eunmok Yang; Okyeon Yi (IEEE Access, 2023)

Design of Evolutionary Algorithm Based Unequal Clustering for Energy Aware Wireless Sensor Networks. - Mohammed Altaf Ahmed; T. Satyanarayana Murthy; Fayadh Alenezi; E. Laxmi Lydia; Seifedine Kadry 001; Yena Kim; Yunyoung Nam (Comput. Syst. Sci. Eng., 2023)

Hybrid Multi-Strategy Aquila Optimization with Deep Learning Driven Crop Type Classification on Hyperspectral Images. - Sultan Alahmari; Saud Yonbawi; Suneetha Racharla; E. Laxmi Lydia; Mohamad Khairi Ishak; Hend Khalid Alkahtani; Ayman Aljarbouh; Samih Mohemmed Mostafa (Comput. Syst. Sci. Eng., 2023)

Chicken Swarm Optimization with Deep Learning Based Packaged Rooftop Units Fault Diagnosis Model. - G. Anitha; N. Supriya; Fayadh Alenezi; E. Laxmi Lydia; Gyanendra Prasad Joshi; Jinsang You (Comput. Syst. Sci. Eng., 2023)

Sand Cat Swarm Optimization with Deep Transfer Learning for Skin Cancer Classification. - C. S. S. Anupama; Saud Yonbawi; G. Jose Moses; E. Laxmi Lydia; Seifedine Kadry 001; Jungeun Kim (Comput. Syst. Sci. Eng., 2023)

Enhanced Metaheuristics with Trust Aware Route Selection for Wireless Sensor Networks. - A. Francis Saviour Devaraj; T. Satyanarayana Murthy; Fayadh Alenezi; E. Laxmi Lydia; Mohamad Adzhar Md Zawawi; Mohamad Khairi Ishak (Comput. Syst. Sci. Eng., 2023)

Artificial Humming Bird Optimization with Siamese Convolutional Neural Network Based Fruit Classification Model. - T. Satyanarayana Murthy; Vijaya Kumar Kollati; Fayadh Alenezi; E. Laxmi Lydia; Gi-Cheon Park; Hyoung-Kyu Song 001; Gyanendra Prasad Joshi; Hyeonjoon Moon (Comput. Syst. Sci. Eng., 2023)

Coot Optimization with Deep Learning-Based False Data Injection Attack Recognition. - T. Satyanarayana Murthy; P. Udayakumar; Fayadh Alenezi; E. Laxmi Lydia; Mohamad Khairi Ishak (Comput. Syst. Sci. Eng., 2023)

Earthworm Optimization with Improved SqueezeNet Enabled Facial Expression Recognition Model. - N. Sharmili; Saud Yonbawi; Sultan Alahmari; E. Laxmi Lydia; Mohamad Khairi Ishak; Hend Khalid Alkahtani; Ayman Aljarbouh; Samih Mohemmed Mostafa (Comput. Syst. Sci. Eng., 2023)

Leveraging Retinal Fundus Images with Deep Learning for Diabetic Retinopathy Grading and Classification. - Mohammad Yamin; Sarah Basahel; Saleh Bajaba; Mona Abusurrah; E. Laxmi Lydia (Comput. Syst. Sci. Eng., 2023)

Biometric Verification System Using Hyperparameter Tuned Deep Learning Model. - Mohammad Yamin; Saleh Bajaba; Sarah B. Basahel; E. Laxmi Lydia (Comput. Syst. Sci. Eng., 2023)

Modified Metaheuristics with Transfer Learning Based Insect Pest Classification for Agricultural Crops. - Saud Yonbawi; Sultan Alahmari; T. Satyanarayana Murthy; Ravuri Daniel; E. Laxmi Lydia; Mohamad Khairi Ishak; Hend Khalid Alkahtani; Ayman Aljarbouh; Samih Mohemmed Mostafa (Comput. Syst. Sci. Eng., 2023)

Harris Hawks Optimizer with Graph Convolutional Network Based Weed Detection in Precision Agriculture. - Saud Yonbawi; Sultan Alahmari; T. Satyanarayana Murthy; Padmakar Maddala; E. Laxmi Lydia; Seifedine Kadry 001; Jungeun Kim (Comput. Syst. Sci. Eng., 2023)

Feature Fusion Based Deep Transfer Learning Based Human Gait Classification Model. - C. S. S. Anupama; Rafina Zakieva M. Ilayaraja; Afanasiy Sergin; E. Laxmi Lydia; Seifedine Nimer Kadry; Chomyong Kim; Yunyoung Nam (Intell. Autom. Soft Comput., 2023)

Deep Learning Technique Based State-Of-The-Art in Skin Cancer Detection: A Review. - CH. Srilakshmi; E. Laxmi Lydia; N. Ramakrishnaiah (J. Mobile Multimedia, 2023)

Fuzzy wavelet neural network driven vehicle detection on remote sensing imagery. - Mohammed Altaf Ahmed; Sara A. Althubiti; Victor Hugo C. de Albuquerque; Marcello Carvalho dos Reis; Chitra Shashidhar; T. Satyanarayana Murthy; E. Laxmi Lydia (Comput. Electr. Eng., 2023)

Securing IoT Devices Based on Zero Trust Intrusion Detection System Using Deep Learning with Sine Cosine Algorithm 151-162. - Sergey Bakhvalov; Viktor Starostin; Rafina Zakieva M. Ilayaraja; E. Laxmi Lydia (SNSFAIT, 2024)

A Two-Tiered Bidirectional Atrous Spatial Pyramid Pooling-Based Semantic Segmentation Model for Landslide Classification Using Remote Sensing Images. - G. NaliniPriya; E. Laxmi Lydia; Reem Alshenaifi; Radhika Kavuri; Mohamad Khairi Ishak (IEEE Access, 2024)

Oppositional Brain Storm Optimization With Deep Learning Based Facial Emotion Recognition for Autonomous Intelligent Systems. - T. Prabhakara Rao; Satishkumar Patnala; Ch. V. Raghavendran; E. Laxmi Lydia; Yeonwoo Lee; Srijana Acharya; JaeYong Hwang (IEEE Access, 2024)

Intelligent Multi-Group Marine Predator Algorithm With Deep Learning Assisted Anomaly Detection in Pedestrian Walkways. - S. Rama Sree; E. Laxmi Lydia; Mohammed Altaf Ahmed; K. Radhika; Mohamad Khairi Ishak; Khalid Ammar; Mohamed Fauzi Packeer Mohamed (IEEE Access, 2024)

Lightweight Convolutional Neural Network-Based Computer Vision Model for Human Behavior Analysis on Consumer Internet of Things Devices. - Mohamed Elhoseny; E. Laxmi Lydia; S. Rama Sree; Elvir Akhmetshin; K. Shankar 002 (IEEE Trans. Consumer Electron., 2025)