Customer churn prediction system: a machine learning approach

P Lalwani, MK Mishra, JS Chadha, P Sethi - Computing, 2022 - Springer
The customer churn prediction (CCP) is one of the challenging problems in the telecom
industry. With the advancement in the field of machine learning and artificial intelligence, the …

Gravitational Search Algorithm: Theory, Literature Review, and Applications

A Hashemi, MB Dowlatshahi… - Handbook of AI-based …, 2021 - taylorfrancis.com
Today, many metaheuristics algorithms have been developed are inspired by the physical
phenomena or behaviors of natural creatures that are very effective in solving complex …

An optimized feature selection using bio-geography optimization technique for human walking activities recognition

VB Semwal, P Lalwani, MK Mishra, V Bijalwan… - Computing, 2021 - Springer
A bipedal walking robot is a kind of humanoid robot. It mimics human behavior and is
devised to perform human-specific tasks. Currently, humanoid robots are not capable to …

Self adapting differential search strategies improved artificial bee colony algorithm-based cluster head selection scheme for WSNs

R Bandi, VR Ananthula, S Janakiraman - Wireless Personal …, 2021 - Springer
The process of cluster head selection under the process of cluster formation in wireless
sensor networks is determined to be essential for extending the lifetime of the network. In …

Breast tissue density classification based on gravitational search algorithm and deep learning: a novel approach

V Kate, P Shukla - International Journal of Information Technology, 2022 - Springer
This work presents the automatic classification of mammographic breast tissue density as it
plays a crucial role in morphological analysis for abnormality detection. The proposed work …

[PDF][PDF] A cluster-based routing strategy using gravitational search algorithm for wsn

A Kavitha, K Guravaiah, RL Velusamy - Journal of Computing Science …, 2020 - jcse.kiise.org
The emergence of wireless sensor networks (WSNs) increasingly attracts many researchers.
A big challenging issue in the WSN is to replace the sensor nodes when they run out of …

Lifetime optimization of the leach protocol in wsns with simulated annealing algorithm

G Gülbaş, G Çetin - Wireless Personal Communications, 2023 - Springer
The lifetime of a Wireless Sensor Network (WSN) is determined by its energy restriction. One
of the conventional techniques used to maintain network connectivity is the utilization of the …

GSA-RPI: GSA based Rendezvous Point Identification in a two-level cluster based LR-WPAN for uncovering the optimal trajectory of Mobile Data Collection Agent

S Jayalekshmi, RL Velusamy - Journal of Network and Computer …, 2021 - Elsevier
Energy efficient data collection with minimum delay is very essential for IoT applications
using sensors attached to Low Rate Wireless Personal Area Networks (LR-WPAN). The …

Comprehensive analysis of feature selection on early heart Strok prediction

N Sharma, P Sethi, JS Chadha… - 2021 10th IEEE …, 2021 - ieeexplore.ieee.org
A stroke is a medicinal exigency and requires early prognosis in accordance with damage to
the brain from intrusion of its blood circulation, therefore, early diagnosis helps, medical …

[PDF][PDF] Optimized wireless sensor node multidimensional routing using fuzzy clustering and chaotic gravitational search algorithm

D Sivaganesan - IRO Journal on Sustainable Wireless Systems, 2021 - scholar.archive.org
A network of tiny sensors located at various regions for sensing and transmitting information
is termed as wireless sensor networks. The information from multiple network nodes reach …