International Journal of Intelligent Computing and Cybernetics: Volume 17 Issue 2

Improved particle swarm optimization based on multi-strategy fusion for UAV path planning

Zijing Ye, Huan Li, Wenhong Wei

Path planning is an important part of UAV mission planning. The main purpose of this paper is to overcome the shortcomings of the standard particle swarm optimization (PSO) such…

Fatal structure fire classification from building fire data using machine learning

Vimala Balakrishnan, Aainaa Nadia Mohammed Hashim, Voon Chung Lee, Voon Hee Lee, Ying Qiu Lee

This study aims to develop a machine learning model to detect structure fire fatalities using a dataset comprising 11,341 cases from 2011 to 2019.

Evaluation of predicted fault tolerance based on C5.0 decision tree algorithm in irrigation system of paddy fields

Majid Rahi, Ali Ebrahimnejad, Homayun Motameni

Taking into consideration the current human need for agricultural produce such as rice that requires water for growth, the optimal consumption of this valuable liquid is…

Exploring the differentiated elderly service subsidies considering consumer word-of-mouth preferences

Keqing Li, Xiaojia Wang, Changyong Liang, Wenxing Lu

The elderly service industry is emerging in China. The Chinese government introduced a series of policies to guide elderly service enterprises to improve their service quality…

A new intelligent cross-domain routing method in SDN based on a proposed multiagent reinforcement learning algorithm

Miao Ye, Lin Qiang Huang, Xiao Li Wang, Yong Wang, Qiu Xiang Jiang, Hong Bing Qiu

A cross-domain intelligent software-defined network (SDN) routing method based on a proposed multiagent deep reinforcement learning (MDRL) method is developed.

Manifold embedded global and local discriminative features selection for single-shot multi-categories clothing recognition and retrieval

Jinchao Huang

Single-shot multi-category clothing recognition and retrieval play a crucial role in online searching and offline settlement scenarios. Existing clothing recognition methods based…

Six classes named entity recognition for mapping location of Indonesia natural disasters from twitter data

Abba Suganda Girsang, Bima Krisna Noveta

The purpose of this study is to provide the location of natural disasters that are poured into maps by extracting Twitter data. The Twitter text is extracted by using named entity…

Resource allocation in vehicular network based on sparrow search algorithm and hyper-graph in the presence of multiple cellular users

Lin Kang, Jie Wang, Junjie Chen, Di Yang

Since the performance of vehicular users and cellular users (CUE) in Vehicular networks is highly affected by the allocated resources to them. The purpose of this paper is to…

A hybrid approach for optimizing software defect prediction using a grey wolf optimization and multilayer perceptron

Mohd Mustaqeem, Suhel Mustajab, Mahfooz Alam

Software defect prediction (SDP) is a critical aspect of software quality assurance, aiming to identify and manage potential defects in software systems. In this paper, we have…