Data science and analytics: an overview from data-driven smart computing, decision-making and applications perspective

IH Sarker - SN Computer Science, 2021 - Springer
The digital world has a wealth of data, such as internet of things (IoT) data, business data,
health data, mobile data, urban data, security data, and many more, in the current age of the …

Smart City Data Science: Towards data-driven smart cities with open research issues

IH Sarker - Internet of Things, 2022 - Elsevier
Cities are undergoing huge shifts in technology and operations in recent days, and 'data
science'is driving the change in the current age of the Fourth Industrial Revolution (Industry …

Towards natural language interfaces for data visualization: A survey

L Shen, E Shen, Y Luo, X Yang, X Hu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …

New era of artificial intelligence and machine learning-based detection, diagnosis, and therapeutics in Parkinson's disease

R Gupta, S Kumari, A Senapati, RK Ambasta… - Ageing research …, 2023 - Elsevier
Parkinson's disease (PD) is characterized by the loss of neuronal cells, which leads to
synaptic dysfunction and cognitive defects. Despite the advancements in treatment …

Natural language to visualization by neural machine translation

Y Luo, N Tang, G Li, J Tang, C Chai… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Supporting the translation from natural language (NL) query to visualization (NL2VIS) can
simplify the creation of data visualizations because if successful, anyone can generate …

Ai4vis: Survey on artificial intelligence approaches for data visualization

A Wu, Y Wang, X Shu, D Moritz, W Cui… - … on Visualization and …, 2021 - ieeexplore.ieee.org
Visualizations themselves have become a data format. Akin to other data formats such as
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …

SCImago Graphica: a new tool for exploring and visually communicating data

Y Hassan-Montero… - Profesional de …, 2022 - revista.profesionaldelainformacion …
Despite the increasing number of data visualization authoring systems in recent years, it
remains a challenge to simultaneously achieve high expressive power and ease of use in a …

[HTML][HTML] Handling decision-making in Intuitionistic Fuzzy environment: PyIFDM package

J Więckowski, B Kizielewicz, W Sałabun - SoftwareX, 2023 - Elsevier
The introduction of fuzzy logic assumptions into Multi-Criteria Decision Analysis (MCDA)
methods has broadened the application area of these techniques, increasing their practical …

Energy consumption of electric vehicles: Analysis of selected parameters based on created database

M Mądziel, T Campisi - Energies, 2023 - mdpi.com
Electric vehicles in a short time will make up the majority of the fleet of vehicles used in
general. This state of affairs will generate huge sets of data, which can be further …

Synthesizing natural language to visualization (NL2VIS) benchmarks from NL2SQL benchmarks

Y Luo, N Tang, G Li, C Chai, W Li, X Qin - Proceedings of the 2021 …, 2021 - dl.acm.org
Natural language (NL) is a promising interaction paradigm for data visualization (VIS).
However, there are not any NL to VIS (NL2VIS) benchmarks available. Our goal is to provide …