Search Results - (( based optimisation based algorithm ) OR ( based classification system algorithm ))
Search alternatives:
- classification system »
- based classification »
- based optimisation »
- optimisation based »
- system algorithm »
-
1
Improved TLBO-JAYA Algorithm for Subset Feature Selection and Parameter Optimisation in Intrusion Detection System
Published 2020“…Many optimisation-based intrusion detection algorithms have been developed and are widely used for intrusion identification. …”
Get full text
Get full text
Get full text
Article -
2
Kernel and multi-class classifiers for multi-floor wlan localisation
Published 2016“…For horizontal localisation, different algorithm based on multi-class k-nearest neighbour classifiers with optimisation parameter is presented. …”
Get full text
Get full text
Thesis -
3
Feature extraction and selection algorithm based on self adaptive ant colony system for sky image classification
Published 2023“…The performance of FESSIC was evaluated against ten benchmark image classification algorithms and six classifiers on four ground-based sky image datasets. …”
Get full text
Get full text
Get full text
Thesis -
4
Using the bees algorithm to optimise a support vector machine for wood defect classification
Published 2007Get full text
Get full text
Get full text
Conference or Workshop Item -
5
Plant leaf recognition algorithm using ant colony-based feature extraction technique
Published 2013“…Then, based on the characteristics of each species, decision making is done by means of ant colony optimisation as a search algorithm to return the optimal subset of features regarding the related species. …”
Get full text
Get full text
Thesis -
6
Whale Optimisation Freeman Chain Code (WO-FCC) extraction algorithm for handwritten character recognition
Published 2021“…In this paper, we propose a metaheuristic method for feature extraction algorithm with Whale Optimisation Algorithm (WOA) based HCR. …”
Get full text
Get full text
Get full text
Conference or Workshop Item -
7
An Automated System For Classifying Conference Papers
Published 2021“…The best classification model was then deployed to a web-based research conference system. …”
Get full text
Get full text
Final Year Project / Dissertation / Thesis -
8
Cloud Worm Detection and Response Technique By Integrating The Enhanced Genetic Algorithm An Threat Level
Published 2024thesis::doctoral thesis -
9
Web-based expert system for material selection of natural fiber- reinforced polymer composites
Published 2015“…So, the integration of Artificial Neural Network (ANN) with an Expert System for material classification was explored. The computational tool, Matlab was proposed for classification with Levenberg-Marquardt training algorithm, which provided faster rate of convergence for feed forward network. …”
Get full text
Get full text
Thesis -
10
Ant colony optimization for vehicle traffic systems: applications and challenges
Published 2014“…Thus, ant-based algorithms are now being adopted by vehicle traffic systems VTSs to guide vehicles to less congested paths. …”
Get full text
Get full text
Get full text
Get full text
Article -
11
-
12
A performance comparison study of pattern recognition systems for volatile organic compounds detection / Emilia Noorsal, Muhammad Khusairi Osman and Norfadzilah Mokhtar
Published 2007“…This project focuses only on the development of an Artificial Neural Network (ANN) for the classification of Volatile Organic Compounds (VOCs). The ANNs that were used in this project were Multilayer Perceptron (MLP), Learning Vector Quantization (LVQ) and Adaptive Network Based Fuzzy Inference System (ANFIS). …”
Get full text
Get full text
Research Reports -
13
Ensemble learning using multi-objective optimisation for arabic handwritten words
Published 2021“…Evaluation metrics from two perspectives classification and Multiobjective optimization. The experimental design based on two subsets of the IFN/ENIT database. …”
Get full text
Get full text
Get full text
Get full text
Thesis -
14
Evaluating Adan vs. Adam: an analysis of optimizer performance in deep learning
Published 2025“…On the other hand, for image classification tasks, Adan provides more consistent optimisation across extended training periods. Based on these results, this paper aims to provide insights into the strengths and limitations of each optimizer, highlighting the importance of considering task-specific requirements when selecting an optimization algorithm for deep learning models.…”
Get full text
Get full text
Get full text
Get full text
Proceeding Paper -
15
Automated classification radiograph of Periodontal bone loss using deep learning
Published 2025“…This study highlights the potential of deep learning-based OPG classification systems to assist dental professionals in faster and more accurate detection of periodontal diseases.…”
Get full text
Get full text
Get full text
Article -
16
-
17
-
18
Extrema Points Application In Determining Iris Region Of Interest
Published 2019“…Hence, to address this issue, this paper proposed a method of iris localisation in the case of ideal and non-ideal iris images. In this study, the algorithm was based on finding the classification for the region of interest (ROI) with the help of a Support Vector Machine (SVM) by applying a histogram of grey level values as a descriptor in each region from the region growing technique. …”
Get full text
Get full text
Get full text
Article -
19
-
20