Dear Researchers;
I'm trying to get as much as I can information about COVID-19 with Data Mining and Machine Learning. Therefore, if you have read or seen any interesting papers regarding this topic, please try to put it in the comments. I want to have a list of research papers that could be the start point of my research paper.
Thank you all.
1. PREDICTING THE COVID-19 SPREAD, RECOVERIES AND MORTALITIES RATES IN SAUDI ARABIA USING ANN
2. Artificial intelligence and machine learning to fight COVID-19
3. Predicting the COVID-19 Prevalence Rate Using Data Mining
4. Mapping the landscape of Artificial Intelligence applications against COVID-19
5. Predicting COVID-19 Incidence Through Analysis of Google Trends Data in Iran: Data Mining and Deep Learning Pilot Study
6. Predictive Data Mining Models for Novel Coronavirus (COVID‐19) Infected Patients’ Recovery
7. COVID-19 Outbreak Prediction with Machine Learning
8. COVID-19 Prediction and Detection Using Deep Learning
9. COVID-19 Pandemic Prediction for Hungary; A Hybrid Machine Learning Approach
Good luck
Please follow this articles. Hopefully it may fulfill your requirements.
https://www.researchgate.net/deref/http%3A%2F%2Fdx.doi.org%2F10.1016%2Fj.scitotenv.2020.142723?_sg%5B0%5D=sk2hKbam6prZL93MKL7V8oFWrJ8897yu4qfIP5QvdOAUelholHnziiF7o498wWHcFZmUpOEsTMr2CfsnWDYgUGRaiw.NhdPpkgsVuoTaNlzOO_BV6Zoja91-DvXnr5NR1uQjvlKrdMTfZLmu8PUp9M0n8Eso6oS67EPK_mhZZSIFWl_Ow
1. PREDICTING THE COVID-19 SPREAD, RECOVERIES AND MORTALITIES RATES IN SAUDI ARABIA USING ANN
2. Artificial intelligence and machine learning to fight COVID-19
3. Predicting the COVID-19 Prevalence Rate Using Data Mining
4. Mapping the landscape of Artificial Intelligence applications against COVID-19
5. Predicting COVID-19 Incidence Through Analysis of Google Trends Data in Iran: Data Mining and Deep Learning Pilot Study
6. Predictive Data Mining Models for Novel Coronavirus (COVID‐19) Infected Patients’ Recovery
7. COVID-19 Outbreak Prediction with Machine Learning
8. COVID-19 Prediction and Detection Using Deep Learning
9. COVID-19 Pandemic Prediction for Hungary; A Hybrid Machine Learning Approach
Good luck
Please see
Randhawa GS, Soltysiak MPM, El Roz H,
de Souza CPE, Hill KA, Kari L (2020) Machine
learning using intrinsic genomic signatures for
rapid classification of novel pathogens: COVID-19
case study. PLoS ONE 15(4): e0232391
https://doi.org/10.1371/journal.pone.0232391
Dear Suraj Kumar Mallick , thanks a lot for your reply. I will have a look at them.
Dear Anas H. Blasi , thanks a lot for your reply. I will have a look at them.
Dear Hong-Cheu Liu , thanks a lot for your reply. I will have a look at them.
About 200000 papers for research on covid-19 with 100000 full text are available at:
https://www.semanticscholar.org/cord19
Dear Mr. Al-Hamadani!
Yes, this is an important topic. So I hereby contribute:
1) Luengo-Oroz, M., Hoffmann Pham, K., Bullock, J. et al. Artificial intelligence cooperation to support the global response to COVID-19. Nature Machine Intelligence 2, 295–297 (2020) Open Access Available at:
https://www.nature.com/articles/s42256-020-0184-3
2) Mohamed Abd Elaziz et el. (2020). New machine learning method for image-based diagnosis of COVID-19, PLOS ONE Open Access Available at:
https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0235187&type=printable
3) A case-study: Paolo Massimo Buscema et al. (2020). Physica A: Statistical Mechanics and its Applications Volume 557, 1 November 2020, Open Access Available at:
Article COVID-19 in Italy and extreme data mining
4) Case - study 2: Mathieu Roche (2020). COVID-19 and Media datasets: Period- and location-specific textual data mining Data in Brief Volume 33, December 2020 Open Access Available at:
https://www.sciencedirect.com/science/article/pii/S235234092031249X
Yours sincerely, Bulcsu Szekely
Please follow this articles. Hopefully it may fulfill your requirements.
One research path you might be interested in is analyzing social media data using machine learning and data analytic techniques to gauge the public's opinion/reactions about/to COVID-19. For instance, we're doing an ongoing analysis on Iranian's reaction to COVID-19 on Twitter using Topic Modeling: Preprint Content analysis of Persian/Farsi Tweets during COVID-19 pan...
https://www.researchgate.net/publication/345856687_Automatic_detection_of_COVID-19_from_chest_radiographs_using_deep_learning
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