Ensemble of autoencoders for anomaly detection in biomedical data: A narrative review

A Nawaz, SS Khan, A Ahmad - IEEE Access, 2024 - ieeexplore.ieee.org
In the context of biomedical data, an anomaly could refer to a rare or new type of disease, an
aberration from normal behavior, or an unexpected observation requiring immediate …

[HTML][HTML] Enhancing stakeholder engagement in building energy performance assessment: A state-of-the-art literature survey

HMA Farid, S Iram, HM Shakeel, R Hill - Energy Strategy Reviews, 2024 - Elsevier
Energy efficiency in buildings is an essential aspect of sustainable development and efforts
to mitigate climate change. Integrated energy management has the capacity to greatly …

Surveys

C Forza - Research methods for operations management, 2016 - api.taylorfrancis.com
A comparison of contemporary research in operations management (OM) with that
conducted in the early 1980s reveals an increase in the use of empirical data (derived from …

An innovative machine learning technique for the prediction of weather based smart home energy consumption

S Iram, H Al-Aqrabi, HM Shakeel, HMA Farid… - IEEE …, 2023 - ieeexplore.ieee.org
The prediction of energy consumption plays a significant role in energy conservation and
reducing the cost of power generation, to improve energy sustainability and economic …

A review of visualization methods for cyber-physical security: Smart grid case study

V Cobilean, HS Mavikumbure, BJ Mcbride… - IEEE …, 2023 - ieeexplore.ieee.org
Cyber-Physical Systems (CPSs) are becoming increasingly complex and interconnected as
they attempt to meet the demands of evolving society. As a result, monitoring and …

[HTML][HTML] Real-Time Spatial Map** in Architectural Visualization: A Comparison among Mixed Reality Devices

TLP Do, K Sanhae, L Hwang, S Lee - Sensors, 2024 - mdpi.com
Recent advancements in communication technology have catalyzed the widespread
adoption of realistic content, with augmented reality (AR) emerging as a pivotal tool for …

Communicating environmental and ecological sciences through visual arts: A cross-disciplinary review

K Ricci, N Li - Environmental Communication, 2024 - Taylor & Francis
The intersection of environmental communication and visual arts has emerged as a
burgeoning area of scholarly interest, holding promise for both theoretical advancement and …

[PDF][PDF] Optimization of quantitative research methods in social sciences in the era of big data

Y Song - Acta Informatica Malaysia, 2023 - actainformaticamalaysia.com
Quantitative research is one of the essential methods in the field of social sciences. The data
analysis methods primarily used for this research are mainly two categories: basic …

[HTML][HTML] A web-based visual analytics platform to explore smart houses energy data for stakeholders: A case study of houses in the area of Manchester

S Iram, HM Shakeel, HMA Farid, R Hill, T Fernando - Energy and Buildings, 2023 - Elsevier
Residential sector need quick and creative solutions since rising energy consumption poses
serious risks to the economy and the environment. Information about residential houses is …

Transformers Utilization in Chart Understanding: A Review of Recent Advances & Future Trends

M Al-Shetairy, H Hindy, D Khattab, MM Aref - arxiv preprint arxiv …, 2024 - arxiv.org
In recent years, interest in vision-language tasks has grown, especially those involving chart
interactions. These tasks are inherently multimodal, requiring models to process chart …