The Fuzzy ARTMAP algorithm has been proven to be one of the premier neural network architectures for classification problems. One of the properties of Fuzzy ARTMAP, which can be both an asset and a liability, is its capacity to produce new nodes (templates) on demand to represent classification categories. This property allows Fuzzy ARTMAP to automatically adapt to the database without having t...

A cross-layer based improved Transmission Control Protocol (TCP) protocol ensuring fair throughput and reliability was proposed in the previous investigations. In this protocol, data path was segmented, and representative nodes are maintained in every segment for any TCP connection. A Transmission Controller Module (TCM) is used by the representative node to determine bandwidth and delay in tra...

There has been an increasing interest in properties of complex networks, such as small-world property, power-law degree distribution, and network transitivity which seem to be common to many real world networks. In this study, a useful community detection method based on non-negative matrix factorization (NMF) technique is presented. Based on a popular modular function, a proper feature matrix ...

Wireless sensor network consists of a large number of sensor nodes. Determining the actual position of each sensor node is thus difficult. Finding the exact position of each sensor forms the basis of localization. Localization in wireless sensor network refers to finding position of unknown nodes based on position of known nodes known as anchors or reference nodes. This paper propose centroid l...

Wireless sensor networks (WSNs) are regularly deployed in harsh and unattended environments, and sensor nodes are easily exposed to attacks due to the random arrangement of the sensor field. An attacker can inject fabricated reports from a compromised node with false votes and false vote-based reports. The false report attacks can waste the energy of the intermediate nodes, shortening the netwo...

A Mobile Ad-hoc Network (MANET) is a group of active mobile nodes wirelessly connected in self-configuring and self-healing network without preexisting centralized infrastructure. Several studies have been conducted to improve the stability lifetime routes for communicating between source destination nodes, integrating new techniques with existing protocols. This paper presents fuzzy-based appr...

The broad availability of connected and intelligent devices has increased the demand for Internet Things (IoT) applications that require more intense data storage processing. However, cloud-based IoT systems are typically located far from end-users face several issues, including high cloud server load, slow response times, a lack global mobility. Some these flaws can be addressed with edge comp...

Mobile Ad Hoc Networks (MANET) can be considered as a class of unstructured networks created by a number of autonomous wireless and sensor nodes. The inherent characteristics of such networks have made specific applications, such as multimedia transfer and challenging. Basically, the functionality of a node and very few resources directly affect the delivery of packets which depends on the ...