Review of Big Data Analytics, Artificial Intelligence and Nature-Inspired Computing Models towards Accurate Detection of COVID-19 Pandemic Cases and Contact Tracing

Feasibility of controlling COVID-19 outbreaks by isolation of cases and contacts

(2020) Joel Hellewell et al.   Lancet Global Health

Role of Intelligent Computing in COVID-19 Prognosis: A State-of-the-Art Review

(2020) Swapna rekha Hanumanthu   CHAOS SOLITONS & FRACTALS

Fair Allocation of Scarce Medical Resources in the Time of Covid-19

(2020) Ezekiel J. Emanuel et al.   NEW ENGLAND JOURNAL OF MEDICINE

Spread and dynamics of the COVID-19 epidemic in Italy: Effects of emergency containment measures

(2020) Marino Gatto et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

How Big Data and Artificial Intelligence Can Help Better Manage the COVID-19 Pandemic

(2020) Nicola Luigi Bragazzi et al.   International Journal of Environmental Research and Public Health

Prediction of Number of Cases of 2019 Novel Coronavirus (COVID-19) Using Social Media Search Index

(2020) Lei Qin et al.   International Journal of Environmental Research and Public Health

Efficacy of contact tracing for the containment of the 2019 novel coronavirus (COVID-19)

(2020) Matt J Keeling et al.   JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH

Prediction for the spread of COVID-19 in India and effectiveness of preventive measures

(2020) Anuradha Tomar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Deep Learning System to Screen Novel Coronavirus Disease 2019 Pneumonia

(2020) Xiaowei Xu et al.   Engineering

Spatial analysis and GIS in the study of COVID-19. A review

(2020) Ivan Franch-Pardo et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Use of open mobile mapping tool to assess human mobility traceability in rural offline populations with contrasting malaria dynamics

(2019) Gabriel Carrasco-Escobar et al.   PeerJ

Application of a combined model with seasonal autoregressive integrated moving average and support vector regression in forecasting hand-foot-mouth disease incidence in Wuhan, China

(2019) Jiao-Jiao Zou et al.   MEDICINE

Predicting life expectancy with a long short-term memory recurrent neural network using electronic medical records

(2019) Merijn Beeksma et al.   BMC Medical Informatics and Decision Making

The state of the art and taxonomy of big data analytics: view from new big data framework

(2019) Azlinah Mohamed et al.   ARTIFICIAL INTELLIGENCE REVIEW

Use of a mobile application for Ebola contact tracing and monitoring in northern Sierra Leone: a proof-of-concept study

(2019) Lisa O. Danquah et al.   BMC INFECTIOUS DISEASES

A dynamic neural network model for predicting risk of Zika in real time

(2019) Mahmood Akhtar et al.   BMC Medicine

Predicting Seasonal Influenza Based on SARIMA Model, in Mainland China from 2005 to 2018

(2019) Cong et al.   International Journal of Environmental Research and Public Health

A hybrid multi-objective firefly algorithm for big data optimization

(2018) Hui Wang et al.   APPLIED SOFT COMPUTING

Optimization using Artificial Bee Colony based clustering approach for big data

(2018) S. Sudhakar Ilango et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Bioinspired Computational Approach to Missing Value Estimation

(2018) Israel Edem Agbehadji et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Decision Making in Multi-Agent Systems: A Survey

(2018) Yara Rizk et al.   IEEE Transactions on Cognitive and Developmental Systems

Swarm intelligence-based algorithms within IoT-based systems: A review

(2018) Ouarda Zedadra et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Predicting Infectious Disease Using Deep Learning and Big Data

(2018) Sangwon Chae et al.   International Journal of Environmental Research and Public Health

Using Google Location History data to quantify fine-scale human mobility

(2018) Nick Warren Ruktanonchai et al.   International Journal of Health Geographics

Feature Selection with Annealing for Computer Vision and Big Data Learning

(2017) Adrian Barbu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Efficient alarm behavior analytics for telecom networks

(2017) Jiantao Wang et al.   INFORMATION SCIENCES

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

(2017) Majdi M. Mafarja et al.   NEUROCOMPUTING

A new metaheuristic algorithm: car tracking optimization algorithm

(2017) Jian Chen et al.   SOFT COMPUTING

Feature Selection for Optimized High-dimensional Biomedical Data using the Improved Shuffled Frog Leaping Algorithm

(2016) Bin Hu et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Feature selection based on an improved cat swarm optimization algorithm for big data classification

(2016) Kuan-Cheng Lin et al.   JOURNAL OF SUPERCOMPUTING

Deep Neural Nets as a Method for Quantitative Structure–Activity Relationships

(2015) Junshui Ma et al.   Journal of Chemical Information and Modeling

Deep learning

(2015) Yann LeCun et al.   NATURE

Nature Inspired Computing: An Overview and Some Future Directions

(2015) Nazmul Siddique et al.   Cognitive Computation

Accelerated PSO Swarm Search Feature Selection for Data Stream Mining Big Data

(2015) Simon Fong et al.   IEEE Transactions on Services Computing

Deep learning of the tissue-regulated splicing code

(2014) Michael K. K. Leung et al.   BIOINFORMATICS

Data-intensive applications, challenges, techniques and technologies: A survey on Big Data

(2014) C.L. Philip Chen et al.   INFORMATION SCIENCES

Chaotic bat algorithm

(2013) Amir H. Gandomi et al.   Journal of Computational Science