M. Ramkumar

23 papers Journal 23
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Efficient Fusion of Infrared and Visible Images Using an Optimized Deep Learning Model with Decomposed Non-subsampled Shearlet Structural Patch Transform.
New Gener. Comput.
P. Murugeswari, Sonia Jenifer Rayen, M. Ramkumar, U. Sakthi
2025 J jnl
An Evaluation of Dimensionality Reduction and Classification Techniques for Cardiac Disease Diagnosis from ECG Signals with Various Deep Learning Classifiers.
Circuits Syst. Signal Process.
S. Karthikeyani, S. Sasipriya, M. Ramkumar
2025 J jnl
Design of Low Power Area Efficient 2D FIR Filter Using Optimized Multiplier and Adder for Speech Signal Analysis.
Circuits Syst. Signal Process.
B. Maruthi Shankar, M. Ramkumar, V. Saravanan
2025 J jnl
Design of Ultra-Wideband Millimeter-Wave Circularly Polarized 3D-Printed Lens Antenna Using Optimized Convolutional Spiking Network for Biomedical Application.
Int. J. Pattern Recognit. Artif. Intell.
M. Ramkumar, P. Karthigaikumar, M. S. Gowtham, Sathish Kumar Nagarajan
2025 J jnl
Optimized Auto Separate Federated Graph Neural With Enhanced Well-Known Signature Trust-Based Routing Attacks Detection in Internet of Things.
Trans. Emerg. Telecommun. Technol.
S. Syed Jamaesha, M. S. Gowtham, M. Ramkumar, M. Vigenesh
2025 J jnl
Point-ConNet: Integrated Power Allocation and Target Assignment for Efficient Multi-Target Tracking in Distributed Radar Networks.
Int. J. Commun. Syst.
V. Karthik, M. Priya, M. Ramkumar, Sathish Kumar Nagarajan
2025 J jnl
Residual multiscale attention based modulated convolutional neural network for radio link failure prediction in 5G.
Ad Hoc Networks
Ranjitham Govindasamy, Sathish Kumar Nagarajan, Jamuna Rani Muthu, M. Ramkumar
2025 J jnl
Resnet 152 convolutional adaptive spiral flying sparrow search neural network for image enhancement of video surveillance scene.
Signal Image Video Process.
J. Angel Ida Chellam, Padmanaban Malliga, Mathankumar Manoharan, M. Ramkumar
2024 J jnl
An artificial immune system-based algorithm for selfish node detection in Mobile Ad Hoc Networks (MANETs).
Trans. Emerg. Telecommun. Technol.
M. S. Gowtham, M. Vigenesh, M. Ramkumar
2024 J jnl
Artificial self-attention rabbits battle royale multiscale network based robust and secure data transmission in mobile Ad Hoc networks.
Comput. Secur.
M. S. Gowtham, M. Ramkumar, S. Syed Jamaesha, M. Vigenesh
2024 J jnl
Attention induced multi-head convolutional neural network organization with MobileNetv1 transfer learning and COVID-19 diagnosis using jellyfish search optimization process on chest X-ray images.
Biomed. Signal Process. Control.
M. Ramkumar, M. S. Gowtham, S. Syed Jamaesha, M. Vigenesh
2024 J jnl
Bidirectional gated recurrent unit with auto encoders for detecting arrhythmia using ECG data.
Knowl. Based Syst.
R. Sarankumar, M. Ramkumar, K. Vijaipriya, R. Velselvi
2024 J jnl
Brain tumor segmentation and survival time prediction using graph momentum fully convolutional network with modified Elman spike neural network.
Int. J. Imaging Syst. Technol.
M. Ramkumar, R. Sarath Kumar, R. Padmapriya, S. Karthick
2024 J jnl
Cardiac arrhythmias detection framework based on higher-order spectral distribution with deep learning.
Biomed. Signal Process. Control.
S. Karthikeyani, S. Sasipriya, M. Ramkumar
2024 J jnl
Deep Artificial Immune System With Malicious Node Detection and Secure Routing Protocol in MANET.
Trans. Emerg. Telecommun. Technol.
S. Syed Jamaesha, M. S. Gowtham, M. Ramkumar
2024 J jnl
Hybrid Radix-16 booth encoding and rounding-based approximate Karatsuba multiplier for fast Fourier transform computation in biomedical signal processing application.
Integr.
Dinesh Kumar Jayaraman Rajanediran, C. Ganesh Babu, Priyadharsini K, M. Ramkumar
2024 J jnl
IoT and cloud computing-based automated epileptic seizure detection using optimized Siamese convolutional sparse autoencoder network.
Signal Image Video Process.
M. Ramkumar, S. Syed Jamaesha, M. S. Gowtham, C. Santhosh Kumar
2024 J jnl
Residual based temporal attention convolutional neural network for detection of distributed denial of service attacks in software defined network integrated vehicular adhoc network.
Int. J. Netw. Manag.
V. Karthik, R. Lakshmi, Salini Abraham, M. Ramkumar
2023 J jnl
Deep convolutional neural network optimized with hybrid marine predator's and nomadic people optimization for cardiac arrhythmia classification using ECG signals.
Biomed. Signal Process. Control.
M. Ramkumar, Manjunathan Alagarsamy, D. Pradeep, R. Ramesh
2023 J jnl
Enhanced Elman Spike Neural Network fostered intrusion detection framework for securing wireless sensor network.
Peer Peer Netw. Appl.
R. Sarath Kumar, P. Sampath, M. Ramkumar
2023 J jnl
Ensemble classifier fostered detection of arrhythmia using ECG data.
Medical Biol. Eng. Comput.
M. Ramkumar, Manjunathan Alagarsamy, A. Balakumar, S. Pradeep
2022 J jnl
Auto-encoder and bidirectional long short-term memory based automated arrhythmia classification for ECG signal.
Biomed. Signal Process. Control.
M. Ramkumar, R. Sarath Kumar, A. Manjunathan, M. Mathankumar, Jenopaul Pauliah
2022 J jnl
Multiscale Laplacian graph kernel features combined with tree deep convolutional neural network for the detection of ECG arrhythmia.
Biomed. Signal Process. Control.
M. Ramkumar, A. Lakshmi, M. Pallikonda Rajasekaran, A. Manjunathan