Fuzzy decision trees embedded with evolutionary fuzzy clustering for locating users using wireless signal strength in an indoor environment

SJ Narayanan, CJ Baby, B Perumal… - … journal of intelligent …, 2021 - Wiley Online Library
Location estimation is one of the critical requirement for developing smart environment
products. Due to huge utilization and accessibility of WiFi infrastructure facility in indoor …

Emphysema medical image classification using fuzzy decision tree with fuzzy particle swarm optimization clustering

SJ Narayanan, R Soundrapandiyan, B Perumal… - … : Proceedings of the …, 2019 - Springer
Automated classification of medical images using machine learning methods has portrayed
a vital role in the field of medical diagnosis. In the research work presented in this paper, the …

Elicitation of software testing requirements from the selected set of software's requirements in GOREP

M Sadiq, S Nazneen - International Journal of …, 2019 - inderscienceonline.com
Requirements engineering (RE) is employed to elicit, model, and analyse the requirements
of software. Software requirements elicitation is the first sub-process of RE; and it is used to …

[PDF][PDF] Software fault prediction using artificial neural network and Resilient Back Propagation

D Mundada, A Murade, O Vaidya, JN Swathi - International Journal on …, 2016 - ijcse.net
Software engineering field contains various approaches related to prediction such as test
effort prediction, correction cost prediction, fault prediction etc. Among these software fault …

Improved decision making through IFSS

TR Sooraj, RK Mohanty, BK Tripathy - … Conference on SCI 2016, Volume 1, 2018 - Springer
Decision making has become a common feature in day-to-day activities. Uncertainty-based
models are more efficient in handling such problems. In this chapter, we propose an …

Improving the accuracy of fuzzy decision tree by direct back propagation with adaptive learning rate and momentum factor for user localization

SJ Narayanan, RB Bhatt, B Perumal - Procedia Computer Science, 2016 - Elsevier
Most prevailing availability of wireless networks has elevated an interest in developing a
smart indoor environment by utilizing the hand held devices of the users. The user …

Fuzzy evaluation method for project profitability

R Ali, G Mounir, VE Balas, M Nissen - … , CSIT 2016, September 6-10 Lviv …, 2017 - Springer
The problem of the project management is performed with the optimization task under
uncertainty and subject to real-world constraints. We use the probability theory and …

User localisation using wireless signal strength-an application for pattern classification using fuzzy decision tree

SJ Narayanan, RB Bhatt… - International Journal of …, 2016 - inderscienceonline.com
Due to prevalent availability of wireless networks, there is enormous usage of mobile
devices among the public in all sectors. Locating the mobile devices using the wireless …

Multi-criteria decision support for feature selection in network anomaly detection system

C Seelammal, KV Devi - International Journal of Data …, 2018 - inderscienceonline.com
The growth of computer networks from LAN to cloud, virtualisation and mobility always
keeps intrusion detection system (IDS) as a critical component in the field of network security …

Fuzzy decision tree with fuzzy particle swarm optimization clustering for locating users in an indoor environment using wireless signal strength

SJ Narayanan, B Perumal, CJ Baby… - Harmony Search and …, 2019 - Springer
Wireless networks play a vital role towards elevating great interest among researchers in
developing a smart indoor environment using the handheld devices of the users. Tracing the …