Search Results - "Sambasivam, G."

A predictive machine learning application in agriculture: Cassava disease detection and classification with imbalanced dataset using convolutional neural networks by Sambasivam, G., Opiyo, Geoffrey Duncan

“…This work is inspired by Kaggle competition which was part of the Fine-Grained Visual Categorization workshop at CVPR 2019 (Conference on Computer Vision and…”
Get full text

Prediction of COVID-19 Using Genetic Deep Learning Convolutional Neural Network (GDCNN) by Babukarthik, R. G., Adiga, V. Ananth Krishna, Sambasivam, G., Chandramohan, D., Amudhavel, J.

“…Rapid spread of Coronavirus disease COVID-19 leads to severe pneumonia and it is estimated to create a high impact on the healthcare system. An urgent need for…”
Get full text

Energy-Aware Multilevel Clustering Scheme for Underwater Wireless Sensor Networks by Chinnasamy, Sivaraj, Naveen, J., Alphonse, P. J. A., Dhasarathan, Chandramohan, Sambasivam, G.

“…The expansion of wireless sensor networks in the underwater environment resulted in underwater wireless sensor networks. It has dramatically impacted the…”
Get full text

A Predictive Performance Analysis of Vitamin D Deficiency Severity Using Machine Learning Methods by Sambasivam, G., Amudhavel, J., Sathya, G.

“…Vitamin D Deficiency (VDD) is one of the most significant global health problem and there is a strong demand for the prediction of its severity using…”
Get full text

COVID-19 identification in chest X-ray images using intelligent multi-level classification scenario by Babukarthik, R.G., Chandramohan, Dhasarathan, Tripathi, Diwakar, Kumar, Manish, Sambasivam, G.

“…COVID-19 is an evolving respiratory transmittable disease, and it holds all daily activity worldwide as a global pandemic. It appeared in the city of Wuhan…”
Get full text

Scheduled Access Strategy for Improving Sensor Node Battery Life Time and Delay Analysis of Wireless Body Area Network by Pradha, S. Ezhil, Moshika, A., Natarajan, Balaji, Andal, K., Sambasivam, G., Shanmugam, M.

“…In WBAN, energy efficiency is a major concern. The sensor nodes attached to the human body are battery-powered devices with a finite lifespan. These sensor…”
Get full text

Thyroid Detection And Classification Using Dnn Based On Hybrid Meta-Heuristic And Lstm Technique by Mohan, E., Saravanan, P., Natarajan, Balaji, Aswin Kumer, S V, Sambasivam, G., Prabu Kanna, G, Tyagi, Vaibhav Bhushan

“…In the field of medical research, prediction, as well as diagnosis of thyroid disease, is a major cause that is a challenging onset axiom. In metabolism…”
Get full text

Track and Noise Separation Based on the Universal Codebook and Enhanced Speech Recognition Using Hybrid Deep Learning Method by Kumer, S. V. Aswin, Gogu, Lakshmi Bharath, Mohan, E., Maloji, Suman, Natarajan, Balaji, Sambasivam, G., Tyagi, Vaibhav Bhushan

“…The concept of Deep learning is a part of machine learning which is very useful nowadays to achieve accurate voice and speech recognition based on the training…”
Get full text

Enhancing Cloud Task Scheduling With a Robust Security Approach and Optimized Hybrid POA by Kumer, S. V. Aswin, Prabakaran, N., Mohan, E., Natarajan, Balaji, Sambasivam, G., Tyagi, Vaibhav Bhushan

“…Dynamic and flexible computing resources are offered by cloud computing (CC), which has gained popularity as a computing technology. Efficient task scheduling…”
Get full text

QoS Aware Integrated Management Technique for 5G mmWave-Based Hetnets by Manjunath, L., Prabakaran, N., Kumer, S. V. Aswin, Mohan, E., Natarajan, Balaji, Sambasivam, G., Tyagi, Vaibhav Bhushan

“…One of the important ultimatums in enhancing the fifth generation (5G) network's capacity is the performance limit due to spectrum occupancy. The mmWave…”
Get full text

Vulnerability Assessment in Heterogeneous Web Environment Using Probabilistic Arithmetic Automata by Moshika, A., Thirumaran, M., Natarajan, Balaji, Andal, K., Sambasivam, G., Manoharan, Rajesh

“…In the current scenario most of the business enterprises are running through web applications. But the major drawback is that they fail to provide a secure…”
Get full text

Appraisal And Analysis On Various Web Service Composition Approaches Based On Qos Factors by Rajeswari, M, Sambasivam, G, Balaji, N, Vengattaraman, T, Basha, M.S. Saleem, Dhavachelvan, P

“…Web services are the internet enabled applications for performing business needs, considered as the platform-independent and loosely coupled. Web service…”
Get full text

ADSMS: Anomaly Detection Scheme for Mitigating Sink Hole Attack in Wireless Sensor Network by Yasin, N. Mohammaed, Balaji, N., Sambasivam, G., Basha, M. S. Saleem, Sujatha, P.

“…In past years, mobile ad hoc networks (MANETs) widespread use in many applications, including for some mission-critical applications, and has become one of the…”
Get full text

EQVS: Enhanced Quality Video Streaming Distribution over Wired/Wireless Networks by Anantharaj, B., Balaji, N., Sambasivam, G., Saleem Basha, M. S., Vengattaraman, T.

“…Video streaming applications over wireless networks have been turned out to be immensely popular in recent times. In this thesis, we study the buffering…”
Get full text

SLA based architecture for web service selection and ranking with QoS by Balaji, N., Sambasivam, G., Saleem Basha, M. S., Vengattraman, T., Dhavachelvan, P.

“…Technical evolution has been improved day-by-day in web services. Service provider has provided several monumental changes to fulfill the requirement of…”
Get full text