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Alix, N. Yanin, T. Pechlivanoglou, J. Li, F. Heidari, and M. Papagelis. 2022. A Mobility-based Recommendation System for Mitigating the Risk of Infection during Epidemics. In 23rd IEEE Intl. Conf. on Mobile Data Management (MDM)."},{"key":"e_1_3_2_1_3_1","volume-title":"COVI White Paper. arXiv:2005.08502","author":"Alsdurf H.","year":"2020","unstructured":"H. Alsdurf , Y. Bengio , T. Deleu , P. Gupta , D. Ippolito , R. Janda , M. Jarvie , T. Kolody , S. Krastev , T. Maharaj , COVI White Paper. arXiv:2005.08502 ( 2020 ). H. Alsdurf, Y. Bengio, T. Deleu, P. Gupta, D. Ippolito, R. Janda, M. Jarvie, T. Kolody, S. Krastev, T. Maharaj, et al. COVI White Paper. arXiv:2005.08502 (2020)."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3490492"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"R. M. Anderson B. Anderson and R. M. May. 1992. Infectious diseases of humans: dynamics and control. Oxford University Press. R. M. Anderson B. Anderson and R. M. May. 1992. Infectious diseases of humans: dynamics and control. Oxford University Press.","DOI":"10.1093\/oso\/9780198545996.001.0001"},{"key":"e_1_3_2_1_6_1","volume-title":"Spatio-temporal data mining: A survey of problems and methods. ACM Computing Surveys (CSUR) 51, 4","author":"Atluri G.","year":"2018","unstructured":"G. Atluri , A. Karpatne , and V. Kumar . Spatio-temporal data mining: A survey of problems and methods. ACM Computing Surveys (CSUR) 51, 4 ( 2018 ), 1--41. G. Atluri, A. Karpatne, and V. Kumar. Spatio-temporal data mining: A survey of problems and methods. ACM Computing Surveys (CSUR) 51, 4 (2018), 1--41."},{"key":"e_1_3_2_1_7_1","first-page":"15","article-title":"Emergence of Zaire Ebola virus disease","volume":"371","author":"Baize S.","year":"2014","unstructured":"S. Baize , D. Pannetier , L. Oestereich , T. Rieger , L. Koivogui , N. Magassouba , B. Soropogui , M. S. Sow , S. Ke\u00efta , H. De Clerck , . Emergence of Zaire Ebola virus disease in Guinea. New England Journal of Medicine 371 , 15 ( 2014 ), 1418--1425. S. Baize, D. Pannetier, L. Oestereich, T. Rieger, L. Koivogui, N. Magassouba, B. Soropogui, M. S. Sow, S. Ke\u00efta, H. De Clerck, et al. Emergence of Zaire Ebola virus disease in Guinea. New England Journal of Medicine 371, 15 (2014), 1418--1425.","journal-title":"Guinea. New England Journal of Medicine"},{"key":"e_1_3_2_1_8_1","volume-title":"Rectangular and hexagonal grids used for observation, experiment and simulation in ecology. Ecological modelling 206, 3-4","author":"Birch C. P.","year":"2007","unstructured":"C. P. Birch , S. P. Oom , and J. A. Beecham . Rectangular and hexagonal grids used for observation, experiment and simulation in ecology. Ecological modelling 206, 3-4 ( 2007 ), 347--359. C. P. Birch, S. P. Oom, and J. A. Beecham. Rectangular and hexagonal grids used for observation, experiment and simulation in ecology. Ecological modelling 206, 3-4 (2007), 347--359."},{"key":"e_1_3_2_1_9_1","volume-title":"Social network-based distancing strategies to flatten the COVID-19 curve in a post-lockdown world. Nature Human Behaviour","author":"Block P.","year":"2020","unstructured":"P. Block , M. Hoffman , I. J. Raabe , J. B. Dowd , C. Rahal , R. Kashyap , and M. C. Mills . Social network-based distancing strategies to flatten the COVID-19 curve in a post-lockdown world. Nature Human Behaviour ( 2020 ), 1--9. P. Block, M. Hoffman, I. J. Raabe, J. B. Dowd, C. Rahal, R. Kashyap, and M. C. Mills. Social network-based distancing strategies to flatten the COVID-19 curve in a post-lockdown world. Nature Human Behaviour (2020), 1--9."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"F. Brauer C. Castillo-Chavez and C. Castillo-Chavez. 2012. Mathematical models in population biology and epidemiology. Vol. 2. Springer. F. Brauer C. Castillo-Chavez and C. Castillo-Chavez. 2012. Mathematical models in population biology and epidemiology. Vol. 2. Springer.","DOI":"10.1007\/978-1-4614-1686-9"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1038\/4581082a"},{"key":"e_1_3_2_1_12_1","volume-title":"Zika virus outbreak, bahia, brazil. Emerging infectious diseases 21, 10","author":"Campos G. S.","year":"2015","unstructured":"G. S. Campos , A. C. Bandeira , and S. I. Sardi . Zika virus outbreak, bahia, brazil. Emerging infectious diseases 21, 10 ( 2015 ), 1885. G. S. Campos, A. C. Bandeira, and S. I. Sardi. Zika virus outbreak, bahia, brazil. Emerging infectious diseases 21, 10 (2015), 1885."},{"key":"e_1_3_2_1_13_1","volume-title":"Mathematical analysis of a hybrid model: Impacts of individual behaviors on the spreading of an epidemic. Networks & Heterogeneous Media","author":"Cantin G.","year":"2022","unstructured":"G. Cantin , C. Silva , and A. Banos . Mathematical analysis of a hybrid model: Impacts of individual behaviors on the spreading of an epidemic. Networks & Heterogeneous Media ( 2022 ). G. Cantin, C. Silva, and A. Banos. Mathematical analysis of a hybrid model: Impacts of individual behaviors on the spreading of an epidemic. Networks & Heterogeneous Media (2022)."},{"key":"e_1_3_2_1_14_1","volume-title":"Digital Proximity Tracing in the COVID-19 Pandemic on Empirical Contact Networks. medRxiv","author":"Cencetti G.","year":"2020","unstructured":"G. Cencetti , G. Santin , A. Longa , E. Pigani , A. Barrat , C. Cattuto , S. Lehmann , M. Salathe , and B. Lepri . Digital Proximity Tracing in the COVID-19 Pandemic on Empirical Contact Networks. medRxiv ( 2020 ). G. Cencetti, G. Santin, A. Longa, E. Pigani, A. Barrat, C. Cattuto, S. Lehmann, M. Salathe, and B. Lepri. Digital Proximity Tracing in the COVID-19 Pandemic on Empirical Contact Networks. medRxiv (2020)."},{"key":"e_1_3_2_1_15_1","volume-title":"et al. Pact: Privacy sensitive protocols and mechanisms for mobile contact tracing. arXiv:2004.03544","author":"Chan J.","year":"2020","unstructured":"J. Chan , S. Gollakota , E. Horvitz , J. Jaeger , S. Kakade , T. Kohno , J. Langford , J. Larson , S. Singanamalla , J. Sunshine , et al. Pact: Privacy sensitive protocols and mechanisms for mobile contact tracing. arXiv:2004.03544 ( 2020 ). J. Chan, S. Gollakota, E. Horvitz, J. Jaeger, S. Kakade, T. Kohno, J. Langford, J. Larson, S. Singanamalla, J. Sunshine, et al. Pact: Privacy sensitive protocols and mechanisms for mobile contact tracing. arXiv:2004.03544 (2020)."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-68230-9"},{"key":"e_1_3_2_1_17_1","volume-title":"Contact tracing mobile apps for COVID-19: Privacy considerations and related trade-offs. arXiv:2003.11511","author":"Cho H.","year":"2020","unstructured":"H. Cho , D. Ippolito , and Y. W. Yu . Contact tracing mobile apps for COVID-19: Privacy considerations and related trade-offs. arXiv:2003.11511 ( 2020 ). H. Cho, D. Ippolito, and Y. W. Yu. Contact tracing mobile apps for COVID-19: Privacy considerations and related trade-offs. arXiv:2003.11511 (2020)."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.abi5499"},{"key":"e_1_3_2_1_19_1","volume-title":"Forecasting the transmission trends of respiratory infectious diseases with an exposure-risk-based model at the microscopic level. Environmental Research","author":"Cui Z.","year":"2022","unstructured":"Z. Cui , M. Cai , Y. Xiao , Z. Zhu , M. Yang , and G. Chen . Forecasting the transmission trends of respiratory infectious diseases with an exposure-risk-based model at the microscopic level. Environmental Research ( 2022 ). Z. Cui, M. Cai, Y. Xiao, Z. Zhu, M. Yang, and G. Chen. Forecasting the transmission trends of respiratory infectious diseases with an exposure-risk-based model at the microscopic level. Environmental Research (2022)."},{"key":"e_1_3_2_1_20_1","volume-title":"Proc. of the 2nd ACM SIGSPATIAL\/LBSN Workshop. 1--9.","author":"Debnath M.","unstructured":"M. Debnath , P. K. Tripathi , A. K. Biswas , and R. Elmasri . 2018. Preference aware travel route recommendation with temporal influence . In Proc. of the 2nd ACM SIGSPATIAL\/LBSN Workshop. 1--9. M. Debnath, P. K. Tripathi, A. K. Biswas, and R. Elmasri. 2018. Preference aware travel route recommendation with temporal influence. In Proc. of the 2nd ACM SIGSPATIAL\/LBSN Workshop. 1--9."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2009.07.008"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1098\/rspb.2003.2554"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.287.5453.667"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-95894-8"},{"key":"e_1_3_2_1_25_1","volume-title":"Epidemic contact tracing via communication traces. PloS one 9, 5","author":"Farrahi K.","year":"2014","unstructured":"K. Farrahi , R. Emonet , and M. Cebrian . Epidemic contact tracing via communication traces. PloS one 9, 5 ( 2014 ), e95133. K. Farrahi, R. Emonet, and M. Cebrian. Epidemic contact tracing via communication traces. PloS one 9, 5 (2014), e95133."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.abb6936"},{"key":"e_1_3_2_1_27_1","volume-title":"On Epidemic-aware Socio Spatial POI Recommendation. In 23rd IEEE Intl. Conf. on Mobile Data Management (MDM).","author":"Fotsing C. P. K.","year":"2022","unstructured":"C. P. K. Fotsing , Y.-W. Teng , G.-S. Lee , C.-Y. Shen , Y.-S. Chen , and D.-N. Yang . 2022 . On Epidemic-aware Socio Spatial POI Recommendation. In 23rd IEEE Intl. Conf. on Mobile Data Management (MDM). C. P. K. Fotsing, Y.-W. Teng, G.-S. Lee, C.-Y. Shen, Y.-S. Chen, and D.-N. Yang. 2022. On Epidemic-aware Socio Spatial POI Recommendation. In 23rd IEEE Intl. Conf. on Mobile Data Management (MDM)."},{"key":"e_1_3_2_1_28_1","volume-title":"Percolation processes and related topics. Journal of the society for industrial and applied mathematics 11, 4","author":"Frisch H.","year":"1963","unstructured":"H. Frisch and J. Hammersley . Percolation processes and related topics. Journal of the society for industrial and applied mathematics 11, 4 ( 1963 ), 894--918. H. Frisch and J. Hammersley. Percolation processes and related topics. Journal of the society for industrial and applied mathematics 11, 4 (1963), 894--918."},{"key":"e_1_3_2_1_29_1","volume-title":"A standard protocol for describing individual-based and agent-based models. Ecological modelling 198, 1-2","author":"Grimm V.","year":"2006","unstructured":"V. Grimm , U. Berger , F. Bastiansen , S. Eliassen , V. Ginot , J. Giske , J. Goss-Custard , T. Grand , S. K. Heinz , G. Huse , A standard protocol for describing individual-based and agent-based models. Ecological modelling 198, 1-2 ( 2006 ), 115--126. V. Grimm, U. Berger, F. Bastiansen, S. Eliassen, V. Ginot, J. Giske, J. Goss-Custard, T. Grand, S. K. Heinz, G. Huse, et al. A standard protocol for describing individual-based and agent-based models. Ecological modelling 198, 1-2 (2006), 115--126."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"crossref","unstructured":"J. N. Hays. 2005. Epidemics and pandemics: their impacts on human history. Abc-clio. J. N. Hays. 2005. Epidemics and pandemics: their impacts on human history. Abc-clio.","DOI":"10.5040\/9798400647055"},{"key":"e_1_3_2_1_31_1","volume-title":"Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting. medRxiv","author":"H\u00e9bert-Dufresne L.","year":"2020","unstructured":"L. H\u00e9bert-Dufresne , B. M. Althouse , S. V. Scarpino , and A. Allard . Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting. medRxiv ( 2020 ). L. H\u00e9bert-Dufresne, B. M. Althouse, S. V. Scarpino, and A. Allard. Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting. medRxiv (2020)."},{"key":"e_1_3_2_1_32_1","series-title":"SIAM review 42, 4","volume-title":"The mathematics of infectious diseases","author":"Hethcote H. W.","year":"2000","unstructured":"H. W. Hethcote . The mathematics of infectious diseases . SIAM review 42, 4 ( 2000 ), 599--653. H. W. Hethcote. The mathematics of infectious diseases. SIAM review 42, 4 (2000), 599--653."},{"key":"e_1_3_2_1_33_1","volume-title":"Facing the COVID-19 epidemic in NYC: a stochastic agent-based model of various intervention strategies. medRxiv","author":"Hoertel N.","year":"2020","unstructured":"N. Hoertel , M. Blachier , C. Blanco , M. Olfson , M. Massetti , F. Limosin , and H. Leleu . Facing the COVID-19 epidemic in NYC: a stochastic agent-based model of various intervention strategies. medRxiv ( 2020 ). N. Hoertel, M. Blachier, C. Blanco, M. Olfson, M. Massetti, F. Limosin, and H. Leleu. Facing the COVID-19 epidemic in NYC: a stochastic agent-based model of various intervention strategies. medRxiv (2020)."},{"key":"e_1_3_2_1_34_1","volume-title":"Individual-based perspectives on R0. Journal of theoretical biology 203, 1","author":"Keeling M. J.","year":"2000","unstructured":"M. J. Keeling and B. T. Grenfell . Individual-based perspectives on R0. Journal of theoretical biology 203, 1 ( 2000 ), 51--61. M. J. Keeling and B. T. Grenfell. Individual-based perspectives on R0. Journal of theoretical biology 203, 1 (2000), 51--61."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0242758"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/1247480.1247546"},{"key":"e_1_3_2_1_37_1","unstructured":"C. Liu. 2020. A Microscopic Epidemic Model and Pandemic Prediction Using Multi-Agent Reinforcement Learning. C. Liu. 2020. 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Fast and Accurate Mining of Node Importance in Trajectory Networks. In 2018 IEEE Intl. Conf. on Big Data (Big Data). 781--790 . T. Pechlivanoglou and M. Papagelis. 2018. Fast and Accurate Mining of Node Importance in Trajectory Networks. In 2018 IEEE Intl. Conf. on Big Data (Big Data). 781--790."},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMra032498"},{"key":"e_1_3_2_1_49_1","volume-title":"An agent-based approach for modeling dynamics of contagious disease spread. Intl. journal of health geographics 8, 1","author":"Perez L.","year":"2009","unstructured":"L. Perez and S. Dragicevic . An agent-based approach for modeling dynamics of contagious disease spread. Intl. journal of health geographics 8, 1 ( 2009 ), 50. L. Perez and S. Dragicevic. An agent-based approach for modeling dynamics of contagious disease spread. Intl. journal of health geographics 8, 1 (2009), 50."},{"key":"e_1_3_2_1_50_1","first-page":"2","volume":"37","author":"Qian T.","year":"2019","unstructured":"T. Qian , B. Liu , Q. V. H. Nguyen , and H. Yin . Spatiotemporal Representation Learning for Translation-Based POI Recommendation. 37 , 2 ( Jan 2019 ). T. Qian, B. Liu, Q. V. H. Nguyen, and H. Yin. Spatiotemporal Representation Learning for Translation-Based POI Recommendation. 37, 2 (Jan 2019).","journal-title":"Spatiotemporal Representation Learning for Translation-Based POI Recommendation."},{"key":"e_1_3_2_1_51_1","volume-title":"Privacy-Preserving Contact Tracing of COVID-19 Patients. IACR Cryptol. ePrint Arch. 2020","author":"Reichert L.","year":"2020","unstructured":"L. Reichert , S. Brack , and B. Scheuermann . Privacy-Preserving Contact Tracing of COVID-19 Patients. IACR Cryptol. ePrint Arch. 2020 ( 2020 ), 375. L. Reichert, S. Brack, and B. Scheuermann. Privacy-Preserving Contact Tracing of COVID-19 Patients. 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