Perlustration on existing techniques and applications in cloud computing for smart buildings using IoT. - D. Shiny Irene; T. Sethukarasi (Int. J. Adv. Intell. Paradigms, 2019)

Efficient Kernel Extreme Learning Machine and Neutrosophic C-means-based Attribute Weighting Method for Medical Data Classification. - D. Shiny Irene; T. Sethukarasi (J. Circuits Syst. Comput., 2020)

An Intellectual Methodology for Secure Health Record Mining and Risk Forecasting Using Clustering and Graph-Based Classification. - D. Shiny Irene; V. Surya; D. Kavitha; R. Shankar; S. John Justin Thangaraj (J. Circuits Syst. Comput., 2021)

An efficient COVID-19 detection from CT images using ensemble support vector machine with Ludo game-based swarm optimisation. - D. Shiny Irene; J. Rene Beulah; Anitha K.; Kannan K. (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022)

Enhancing Detection of R2L Attacks by Multistage Clustering Based Outlier Detection. - J. Rene Beulah; M. Nalini; D. Shiny Irene; D. Shalini Punithavathani (Wirel. Pers. Commun., 2022)

An IoT based smart menstrual cup using optimized adaptive CNN model for effective menstrual hygiene management. - D. Shiny Irene; S. Indra Priyadharshini; R. Tamizh Kuzhali; P. Nancy (Artif. Intell. Rev., 2023)

Improved deep convolutional neural network-based COOT optimization for multimodal disease risk prediction. - D. Shiny Irene; M. Lakshmi; A. Mary Joy Kinol; A. Joseph Selva Kumar (Neural Comput. Appl., 2023)

A Novel Fuzzy C-Means based Chameleon Swarm Algorithm for Segmentation and Progressive Neural Architecture Search for Plant Disease Classification. - A. Umamageswari; N. Bharathiraja; D. Shiny Irene (ICT Express, 2023)

ADC-RBK: a multimodal approach for early detection of chronic diseases and focusing on Alzheimer's. - D. Shiny Irene; M. Lakshmi; Lingala Ravish Kumar; Tedlapu Ravi Kishore (Prog. Artif. Intell., 2024)

Enhancing real-time health monitoring with hybrid recurrent long short-term tyrannosaurus search for menstrual cups. - S. Indra Priyadharshini; D. Shiny Irene; J. Rene Beulah; N. P. Ponnuviji (Biomed. Signal Process. Control., 2025)