Defensive Mechanism Against DDoS Attack to Preserve Resource Availability for IoT Applications. - Manimaran Aridoss (IJHCR, 2017)

DUICM Deep Underwater Image Classification Mobdel using Convolutional Neural Networks. - Manimaran Aridoss; Chandramohan Dhasarathan; Ankur Dumka; Loganathan Jayakumar (Int. J. Grid High Perform. Comput., 2020)

A comprehensive novel model for network speech anomaly detection system using deep learning approach. - Manimaran Aridoss; D. Chandramohan 001; Shrinivas S. G.; N. Arulkumar (Int. J. Speech Technol., 2020)

Enhanced Stock Price Prediction with DES-ED-Bi-GRU Using Smooth Maximum Unit Activation Function. - Talabathula Jayanth; A. Manimaran 001 (BDA, 2024)

A Hybrid Approach for Stock Price Forecasting: Integrating Temporal Variance Embedding, Multi-Scale Convolutional Networks, and Temporal Attention. - Yuvaraja Boddu; A. Manimaran 001 (ISED, 2024)

Design of an Iterative Dual Metaheuristic VARMAx Model Enhancing Efficiency of Time Series Predictions. - Yuvaraja Boddu; Manimaran Aridoss; B. Arunkumar 001; Ramkumar Devendiran (IEEE Access, 2024)

Advanced Air Quality Forecasting Using an Enhanced Temporal Attention-Driven Graph Convolutional Long Short-Term Memory Model With Seasonal-Trend Decomposition. - Yuvaraja Boddu; Manimaran Aridoss; B. Arunkumar 001; M. Sucharitha; J. Suresh Babu (IEEE Access, 2024)

Developing a Novel Hybrid Model Double Exponential Smoothing and Dual Attention Encoder-Decoder Based Bi-Directional Gated Recurrent Unit Enhanced With Bayesian Optimization to Forecast Stock Price. - Talabathula Jayanth; Manimaran Aridoss (IEEE Access, 2024)

Enhancing Stock Price Forecasting With a Hybrid SES-DA-BiLSTM-BO Model: Superior Accuracy in High-Frequency Financial Data Analysis. - Talabathula Jayanth; Manimaran Aridoss; G. Siva (IEEE Access, 2024)

Attention-Based Feature Fusion With External Attention Transformers for Breast Cancer Histopathology Analysis. - K. Vanitha; Manimaran Aridoss; K. Chokkanathan; K. Anitha; T. R. Mahesh 001; V. Vinoth Kumar 001; G. N. Vivekananda (IEEE Access, 2024)

Enhancing Asian Indigenous Language Processing through Deep Learning-based Handwriting Recognition and Optimization Techniques. - Manimaran Aridoss; Mohammad Haider Syed; M. Siva Kumar; Selvanayaki Sundarraj; Gurram Sunitha; Asmita Manna (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Unlocking Stock Price Prognostication Dual Attention-Infused Bi-Directional LSTM Empowered by Bayesian Optimization DA-Bi-LSTM-BO. - Talabathula Jayanth; A. Manimaran 001 (SN Comput. Sci., 2024)

Design of an Iterative Method for Time Series Forecasting Using Temporal Attention and Hybrid Deep Learning Architectures. - Yuvaraja Boddu; A. Manimaran 001 (IEEE Access, 2025)