Feature selection: Multi-source and multi-view data limitations, capabilities and potentials

M Cherrington, J Lu, D Airehrour… - 2019 29th …, 2019 - ieeexplore.ieee.org
Feature Selection (FS) is a crucial step in high-dimensional and big data analytics. It
mitigates thecurse of dimensionality'by removing redundant and irrelevant features. Most FS …

Particle swarm optimization for feature selection: A review of filter-based classification to identify challenges and opportunities

M Cherrington, D Airehrour, J Lu… - 2019 IEEE 10th …, 2019 - ieeexplore.ieee.org
Feature selection (FS) is a fundamental big data task, improving classification performance
by selecting a relevant feature subset to mitigate thecurse of dimensionality'. As the number …

Feature selection methods for linked data: Limitations, capabilities and potentials

M Cherrington, D Airehrour, J Lu, Q Xu… - Proceedings of the 6th …, 2019 - dl.acm.org
Feature selection is an important pre-processing, data mining, and knowledge discovery tool
for data analysis. By eliminating redundant and irrelevant features from high-dimensional …

Intrapreneurship in the time of Covid

M Cherrington, D Airehrour… - UNITEC Research …, 2021 - pure.hud.ac.uk
For individuals and firms, traditional sources of competitive advantage are being eroded.
Competitive advantage today is not built upon product markets, but in upstream markets of …

Remuneration review: Risk, planning, and modelling beyond the Covid crisis

M Cherrington, D Airehrour, S Madanian… - 2021 IEEE 12th …, 2021 - ieeexplore.ieee.org
Organisations that have survived Covid-19 jolts, uncertainties and lockdowns now require
business intelligence and information system integration for decision support. Risks and …

Features of human-centred algorithm design

M Cherrington, D Airehrour, J Lu, Q Xu… - 2020 30th …, 2020 - ieeexplore.ieee.org
Algorithms are pervasive, unseen influencers of decisions. Algorithmic features can fluctuate
widely, depending on use, user or criteria applied. This paper considers the nascent field of …

[PDF][PDF] ENVIRONMENTAL SOCIAL AND GOVERNANCE SUSTAINABILITY-KA MUA, KA MURI.

M Cherrington - Scope: Contemporary Research Topics (Learning & …, 2019 - thescopes.org
Sustainability is a dynamic concept in the corporate world. The intensifying public demand
for responsibility and transparency in business is initiating new collaboration, integral to …

Harmonising Contributions: Exploring Diversity in Software Engineering through CQA Mining on Stack Overflow

E Zolduoarrati, SA Licorish, N Stanger - ACM Transactions on Software …, 2024 - dl.acm.org
The need for collective intelligence in technology means that online Q&A platforms, such as
Stack Overflow and Reddit, have become invaluable in building the global knowledge …

Twitter sentiment analysis in covid-19 pandemic

S Madanian, D Airehrour, NA Samsuri… - 2021 IEEE 12th …, 2021 - ieeexplore.ieee.org
We have yet to realise the full capability of social media as an innovative information
platform during emergencies and crisis response and management. Sentiment analysis can …

Indigenous big data implications in New Zealand

M Cherrington, D Airehrour, J Lu, Q Xu… - 2020 30th …, 2020 - ieeexplore.ieee.org
Our world is dynamic and digital. It is irrefutable; big data are reshaping commerce,
healthcare and governmental decisions. Individuals forgo awareness or even desire to …