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Comparative study of machine learning algorithms in data classification
Published 2025“…Python scripts can now be transformed into interactive web apps through the integration of Streamlit, enabling dynamic viewing and real-time interaction with classification results. …”
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Final Year Project / Dissertation / Thesis -
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Agent-Based Model of Virtual Community Cohesion (S/O: 13443)
Published 2021“…Community cohesion is a broad concept that commonly connotes better relationships among people of different backgrounds. Cohesion is a state that can only be witnessed as a result of long-term interactions amongst the participating members of a community, commonly in the physical community. …”
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Monograph -
3
A cognitive mapping approach in real-time haptic rendering interaction for improved spatial learning ability among autistic people / Kesavan Krishnan
Published 2024“…The main objective of this research is to develop and present a HBVEF-framework to design a HBVE for autistic people to improve their spatial awareness and to significantly improve their interaction abilities through haptic rendering. This research also aims to present a reliable autonomous algorithm that minimizes the issues with localization and navigation skills among autistic people in a HBVE to improve their wayfinding and spatial knowledge. …”
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Thesis -
4
Enhancing obfuscation technique for protecting source code against software reverse engineering
Published 2019“…The proposed technique can be enhanced in the future to protect games applications and mobile applications that are developed by java; it can improve the software development industry. …”
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Thesis -
5
Identifying Cyberspace Users� Tendency in Blog Writing Using Machine Learning Algorithms
Published 2023“…There is a specific proportion between blog features and bloggersâ�� tendency to social, political, and cultural patterns of different countries and nations that create trends among the bloggers in these countries. …”
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Article -
6
DNA enhancer prediction using machine learning techniques with novel feature representation
Published 2016“…Technical contributions of this study are: 1) complex tree-feature modelling using genetic algorithm (CTreeGA): Automated feature generation framework to capture patterns of interactions among short DNA segments in histone sequences.…”
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Thesis -
7
Comparative analysis of line search methods in the Steepest Descent algorithm for unconstrained optimization problems / Ahmad Zikri Shukeri, Puteri Qurratu Ain Megat Sulzamzamendi...
Published 2024“…In summary, this study transcends the scope of mere modification to delve into a thorough comparative analysis, providing insights into the complicated interaction of line search techniques inside the SD algorithm for unconstrained optimization problems. …”
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Student Project -
8
Design & Development of a Robotic System Using LEGO Mindstorm
Published 2006“…Since the model is built using LEGO bricks, the model is fully customized, in term of its applications, to perform any relevant tasks. …”
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Conference or Workshop Item -
9
Image segmentation method for boundary detection of breast thermography using random walkers
Published 2013“…All images used for this study were captured by state of the art forward looking infrared (FLIR) thermal cameras and have good resolution and sensitivity. The developed algorithm needs no human intervention until the final result is displayed to the user, if the user is not satisfied with the segmentation results he/ she can appoint new seeds interactively to fine tune the segmentation. …”
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Thesis -
10
Face emotion recognition using artificial intelligence techniques
Published 2008“…It is found, from the optimized data, that there is no common pattern to recognize emotions within among the three subjects. …”
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Thesis -
11
Software agent as an effective tool for managing the Internet of thing data complexity
Published 2017“…Businesses have adopted certain algorithms that can help them to extract information from the Internet to discover potentially significant patterns inherent in the database, which can help the online marketing strategy. …”
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Conference or Workshop Item -
12
Clustering of large time-series datasets using a multi-step approach / Saeed Reza Aghabozorgi Sahaf Yazdi
Published 2013“…Clustering such complex data can discover patterns which have valuable information. Time-series clustering is not only useful as an exploratory technique but also as a subroutine in more complex data mining algorithms. …”
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Thesis -
13
All-in-1 adverse drug reaction reporting system / Long Chiau Ming … [et al.]
Published 2014“…In a later stage of this project, we could quantify the risk factors for ADR and drug interaction and develop a predictive model which links drug interaction with ADR.…”
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Book Section -
14
Evolutionary-based feature construction with substitution for data summarization using DARA
Published 2012“…This is performed in order to exploit all possible interactions among attributes which involves an application of genetic algorithm to find a relevant set of features. …”
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Conference or Workshop Item -
15
Multi resident complex activity recognition in smart home: a literature review
Published 2017“…Generally wearable sensors as well as bespoke sensors are used for tracing the pattern of activity recognition among home dwellers in smart home scenario. …”
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Whole-exome sequencing and bioinformatic analyses revealed differences in gene mutation profiles in papillary thyroid cancer patients with and without benign thyroid goitre backgro...
Published 2023“…Functional impacts of the SNVs were predicted using PolyPhen-2 and SIFT. Protein-protein interaction (PPI) enrichment of the tumour-related genes was analysed using Metascape and MCODE algorithm. …”
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Article