المؤلفون: Gal Koplewitz (11996983), Fred Lu (4261372), Leonardo Clemente (11996986), Caroline Buckee (313942), Mauricio Santillana (528516)

مصطلحات موضوعية: Biotechnology, Cancer, Infectious Diseases, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, finer spatial resolutions, assume short delays, assume long delays, aggregated weather variables, 6 &# 8211, 1 &# 8211, weekly incidence counts, framework achieves meaningful, 3 weeks ), multiple data sources, different data sources, produce accurate predictions, combat dengue infections, aedes aegypti mosquito, based data sources, 20 different cities, despite significant efforts, brazil , data sources, 20 cities, different demographic, epidemiological data, methodological framework, dengue incidence

Relation: https://figshare.com/articles/figure/Performance_across_cities_as_measured_by_Pearson_Correlation_and_Relative_RMSE_/19030066

الاتاحة: https://doi.org/10.1371/journal.pntd.0010071.g001

المؤلفون: Gal Koplewitz (11996983), Fred Lu (4261372), Leonardo Clemente (11996986), Caroline Buckee (313942), Mauricio Santillana (528516)

مصطلحات موضوعية: Biotechnology, Cancer, Infectious Diseases, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, finer spatial resolutions, assume short delays, assume long delays, aggregated weather variables, 6 &# 8211, 1 &# 8211, weekly incidence counts, framework achieves meaningful, 3 weeks ), multiple data sources, different data sources, produce accurate predictions, combat dengue infections, aedes aegypti mosquito, based data sources, 20 different cities, despite significant efforts, brazil , data sources, 20 cities, different demographic, epidemiological data, methodological framework, dengue incidence

Relation: https://figshare.com/articles/figure/A_comparison_of_Random_Forest-_and_Lasso-based_model_performance_/19030069

الاتاحة: https://doi.org/10.1371/journal.pntd.0010071.g002

المؤلفون: Gal Koplewitz (11996983), Fred Lu (4261372), Leonardo Clemente (11996986), Caroline Buckee (313942), Mauricio Santillana (528516)

مصطلحات موضوعية: Biotechnology, Cancer, Infectious Diseases, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, finer spatial resolutions, assume short delays, assume long delays, aggregated weather variables, 6 &# 8211, 1 &# 8211, weekly incidence counts, framework achieves meaningful, 3 weeks ), multiple data sources, different data sources, produce accurate predictions, combat dengue infections, aedes aegypti mosquito, based data sources, 20 different cities, despite significant efforts, brazil , data sources, 20 cities, different demographic, epidemiological data, methodological framework, dengue incidence

Relation: https://figshare.com/articles/dataset/Performance_of_dengue_incidence_prediction_models_from_different_time_horizons_for_the_time_period_between_January_2011_and_July_2016_in_the_city_of_Barra_Mansa_State_of_Rio_de_Janeiro_Brazil_/19030081

الاتاحة: https://doi.org/10.1371/journal.pntd.0010071.t001

المؤلفون: Gal Koplewitz (11996983), Fred Lu (4261372), Leonardo Clemente (11996986), Caroline Buckee (313942), Mauricio Santillana (528516)

مصطلحات موضوعية: Biotechnology, Cancer, Infectious Diseases, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, finer spatial resolutions, assume short delays, assume long delays, aggregated weather variables, 6 &# 8211, 1 &# 8211, weekly incidence counts, framework achieves meaningful, 3 weeks ), multiple data sources, different data sources, produce accurate predictions, combat dengue infections, aedes aegypti mosquito, based data sources, 20 different cities, despite significant efforts, brazil , data sources, 20 cities, different demographic, epidemiological data, methodological framework, dengue incidence

Relation: https://figshare.com/articles/dataset/Measures_of_nowcasting_performance_across_all_models_features_sets_and_cities_/19030063

الاتاحة: https://doi.org/10.1371/journal.pntd.0010071.s002

المؤلفون: Gal Koplewitz (11996983), Fred Lu (4261372), Leonardo Clemente (11996986), Caroline Buckee (313942), Mauricio Santillana (528516)

مصطلحات موضوعية: Biotechnology, Cancer, Infectious Diseases, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, finer spatial resolutions, assume short delays, assume long delays, aggregated weather variables, 6 &# 8211, 1 &# 8211, weekly incidence counts, framework achieves meaningful, 3 weeks ), multiple data sources, different data sources, produce accurate predictions, combat dengue infections, aedes aegypti mosquito, based data sources, 20 different cities, despite significant efforts, brazil , data sources, 20 cities, different demographic, epidemiological data, methodological framework, dengue incidence

Relation: https://figshare.com/articles/dataset/Mean_performance_of_the_baseline_dengue_incidence_prediction_model_across_all_cities_for_the_time_period_between_January_2011_and_July_2016_/19030084

الاتاحة: https://doi.org/10.1371/journal.pntd.0010071.t002

المؤلفون: Gal Koplewitz (11996983), Fred Lu (4261372), Leonardo Clemente (11996986), Caroline Buckee (313942), Mauricio Santillana (528516)

مصطلحات موضوعية: Biotechnology, Cancer, Infectious Diseases, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, finer spatial resolutions, assume short delays, assume long delays, aggregated weather variables, 6 &# 8211, 1 &# 8211, weekly incidence counts, framework achieves meaningful, 3 weeks ), multiple data sources, different data sources, produce accurate predictions, combat dengue infections, aedes aegypti mosquito, based data sources, 20 different cities, despite significant efforts, brazil , data sources, 20 cities, different demographic, epidemiological data, methodological framework, dengue incidence

Relation: https://figshare.com/articles/figure/Dengue_case_estimates_for_4_cities_with_different_characteristics_as_the_delay_in_receipt_of_epidemiological_data_grows_shorter_/19030072

الاتاحة: https://doi.org/10.1371/journal.pntd.0010071.g003

المؤلفون: Gal Koplewitz (11996983), Fred Lu (4261372), Leonardo Clemente (11996986), Caroline Buckee (313942), Mauricio Santillana (528516)

مصطلحات موضوعية: Biotechnology, Cancer, Infectious Diseases, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, finer spatial resolutions, assume short delays, assume long delays, aggregated weather variables, 6 &# 8211, 1 &# 8211, weekly incidence counts, framework achieves meaningful, 3 weeks ), multiple data sources, different data sources, produce accurate predictions, combat dengue infections, aedes aegypti mosquito, based data sources, 20 different cities, despite significant efforts, brazil , data sources, 20 cities, different demographic, epidemiological data, methodological framework, dengue incidence

Relation: https://figshare.com/articles/figure/The_determinants_of_success_of_nowcasting_at_the_city_level_random_forest_model_AR_GT_feature_set_/19030078

الاتاحة: https://doi.org/10.1371/journal.pntd.0010071.g005

المؤلفون: Gal Koplewitz (11996983), Fred Lu (4261372), Leonardo Clemente (11996986), Caroline Buckee (313942), Mauricio Santillana (528516)

مصطلحات موضوعية: Biotechnology, Cancer, Infectious Diseases, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, finer spatial resolutions, assume short delays, assume long delays, aggregated weather variables, 6 &# 8211, 1 &# 8211, weekly incidence counts, framework achieves meaningful, 3 weeks ), multiple data sources, different data sources, produce accurate predictions, combat dengue infections, aedes aegypti mosquito, based data sources, 20 different cities, despite significant efforts, brazil , data sources, 20 cities, different demographic, epidemiological data, methodological framework, dengue incidence

Relation: https://figshare.com/articles/dataset/S1_Text_-/19030060

الاتاحة: https://doi.org/10.1371/journal.pntd.0010071.s001