On Reducing Test Data Volume for Circular Scan Architecture Using Modified Shuffled Shepherd Optimization. - Muralidharan Jayabalan; E. Srinivas; Francis H. Shajin; Paulthurai Rajesh (J. Electron. Test., 2021)

A novel intelligent technique for energy management in smart home using internet of things. - Paulthurai Rajesh; Francis H. Shajin; G. Kannayeram (Appl. Soft Comput., 2022)

Cancer MiRNA biomarker classification based on Improved Generative Adversarial Network optimized with Mayfly Optimization Algorithm. - G. Tamilmani; V. Brindha Devi; T. Sujithra; Francis H. Shajin; Paulthurai Rajesh (Biomed. Signal Process. Control., 2022)

Automated technique for carotid plaque characterisation and classification using RDWT in ultrasound images. - Arun Mailerum Perumal; G. N. Balaji; J. Dhiviya Rose; Asha Kulkarni; Francis H. Shajin (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022)

Intrusion detection framework using auto-metric graph neural network optimized with hybrid woodpecker mating and capuchin search optimization algorithm in IoT network. - Shanthi Govindaraju; Wilson Vimala Rani Vinisha; Francis H. Shajin; D. Adhimuga Sivasakthi (Concurr. Comput. Pract. Exp., 2022)

An Efficient VLSI Architecture for Fast Motion Estimation Exploiting Zero Motion Prejudgment Technique and a New Quadrant-Based Search Algorithm in HEVC. - Francis H. Shajin; Paulthurai Rajesh; M. Ramkumar Raja (Circuits Syst. Signal Process., 2022)

Correction to: An Efficient VLSI Architecture for Fast Motion Estimation Exploiting Zero Motion Prejudgment Technique and a New Quadrant-Based Search Algorithm in HEVC. - Francis H. Shajin; Paulthurai Rajesh; M. Ramkumar Raja (Circuits Syst. Signal Process., 2022)

Trusted Secure Geographic Routing Protocol: outsider attack detection in mobile ad hoc networks by adopting trusted secure geographic routing protocol. - Francis H. Shajin; Paulthurai Rajesh (Int. J. Pervasive Comput. Commun., 2022)

FPGA Realization of a Reversible Data Hiding Scheme for 5G MIMO-OFDM System by Chaotic Key Generation-Based Paillier Cryptography Along with LDPC and Its Side Channel Estimation Using Machine Learning Technique. - Francis H. Shajin; Paulthurai Rajesh (J. Circuits Syst. Comput., 2022)

Multi-objective cluster head using self-attention based progressive generative adversarial network for secured data aggregation. - M. Sindhuja; S. Vidhya; B. S. Jayasri; Francis H. Shajin (Ad Hoc Networks, 2023)

Self-attention based progressive generative adversarial network optimized with arithmetic optimization algorithm for kidney stone detection. - V. Brindha Devi; Johny Elma K.; Rooban S.; Francis H. Shajin (Concurr. Comput. Pract. Exp., 2023)

Detection of COVID-19 patient based on attention segmental recurrent neural network (ASRNN) Archimedes optimization algorithm using ultra-low-dose CT images. - G. Kannan; Karunambiga K; P. J. Sathish Kumar; Francis H. Shajin (Concurr. Comput. Pract. Exp., 2023)

Sailfish optimizer with Levy flight, chaotic and opposition-based multi-level thresholding for medical image segmentation. - Francis H. Shajin; B. Aruna Devi; N. B. Prakash 001; G. R. Sreekanth; Paulthurai Rajesh (Soft Comput., 2023)

Support vector machine classifier optimized with seagull optimization algorithm for brain tumor classification. - S. Lavanya; S. V. Annlin Jeba; P. Bhuvaneswari; Francis H. Shajin (Concurr. Comput. Pract. Exp., 2023)

Efficient Framework for Brain Tumour Classification using Hierarchical Deep Learning Neural Network Classifier. - Francis H. Shajin; P. Salini; Paulthurai Rajesh; Venu Kadur Nagoji Rao (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Impacts of Electric Vehicle Connected with Charging Station Using Student Psychology Optimization Algorithm (SPOA) and AdaBoost Algorithm. - M. Murugan; S. Satheesh Kumar; Panneer Selvam M.; Paulthurai Rajesh; Francis H. Shajin (J. Circuits Syst. Comput., 2023)

Radial basis function Neural Network optimized with Salp Swarm algorithm espoused paddy leaf disease classification. - M. Ramkumar Raja; Jayaraj V; Francis H. Shajin; E. M. Roopa Devi (Biomed. Signal Process. Control., 2023)

Speech enhancement system using deep neural network optimized with Battle Royale Optimization. - Neeraj Kumar Shukla; Francis H. Shajin; Radhika Rajendran (Biomed. Signal Process. Control., 2024)

A multi-branch multi-scale convolutional neural network using automatic detection of fetal arrhythmia. - S. K. Rajesh Kanna; Francis H. Shajin; Paulthurai Rajesh; Kasiprasad Mannepalli (Signal Image Video Process., 2024)

Graph CNN-ResNet-CSOA Transfer Learning Architype for an Enhanced Skin Cancer Detection and Classification Scheme in Medical Image Processing. - G. N. Balaji; S. A. Sahaaya Arul Mary; Nagesh Mantravadi; Francis H. Shajin (Int. J. Artif. Intell. Tools, 2024)

Evolutionary gravitational neocognitron neural network based block chain technology for a secured dynamic optimal routing in wireless sensor networks. - R. Satheeskumar; B. Prakash; S. Velliangiri; Francis H. Shajin (J. Exp. Theor. Artif. Intell., 2024)

Analysis for Online Product Recommendation with recalling enhanced recurrent neural network-based sentiment. - N. Kamal; V. Sathiya; D. Jayashree; Francis H. Shajin (Knowl. Inf. Syst., 2024)

Multicast On-Route cluster propagation to detect network intrusion detection systems on MANET using Deep Operator Neural networks. - Karunakaran Saminathan; Latha Perumal; Francis H. Shajin; Rajeev Kumar Shakya (Expert Syst. Appl., 2025)

Data-driven decision making for manufacturing processes using pyramidal dilation attention convolutional neural network optimized with improved dwarf mongoose optimization. - Ashvin B. Amale; Paulthurai Rajesh; J. Shana; Francis H. Shajin (Intell. Decis. Technol., 2025)

Optimizing electric vehicle charging stations with solar PV integration using reptile search algorithm. - Rajesh P; Francis H. Shajin; Devaraj V; Raja Rajeswari Indiran (Intell. Decis. Technol., 2025)

Leveraging constitutive artificial neural networks for plant leaf disease detection. - Kaavya Kanagaraj; Madhumitha Kulandaivel; Francis H. Shajin; Salini Prabhakaran (Int. J. Ad Hoc Ubiquitous Comput., 2025)

Deep learning-based landmark detection and localization for autonomous robots in outdoor settings. - M. Anuradha; V. Bibin Christopher; Francis H. Shajin; S. V. Annlin Jeba (Robotica, 2025)

Reversible data hiding in encrypted images using graph neural networks with thumbnail preserving encryption. - S. Bharathidasan; V. Tamil Selvi; V. Sathiya; Francis H. Shajin (Signal Image Video Process., 2025)