Statistics

2022

Break point detection for functional covariance

Jiao, S., Frostig, R. D. & Ombao, H., Apr 18 2022, In: Scandinavian Journal of Statistics.

Research output: Contribution to journal › Article › peer-review

Burden of thyroid cancer in North Africa and Middle East 1990–2019

Nejadghaderi, S. A., Moghaddam, S. S., Azadnajafabad, S., Rezaei, N., Rezaei, N., Tavangar, S. M., Jamshidi, H., Mokdad, A. H., Naghavi, M., Farzadfar, F., Larijani, B., Collaborators, G. 2. N. T. C. & Moraga, P., Sep 23 2022, In: Frontiers in Oncology. 12

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Cyber-attacks detection in industrial systems using artificial intelligence-driven methods

Wang, W., Harrou, F., Bouyeddou, B., Senouci, S. M. & Sun, Y., Jun 22 2022, In: International Journal of Critical Infrastructure Protection. 38, p. 100542

Research output: Contribution to journal › Article › peer-review

26 Scopus citations

Deep Compositional Spatial Models

Zammit-Mangion, A., Ng, T. L. J., Vu, Q. & Filippone, M., 2022, In: JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 117, 540, p. 1787-1808 22 p.

Research output: Contribution to journal › Article › peer-review

Open Access

25 Scopus citations

EEG-Based Mental Tasks Recognition via a Deep Learning-Driven Anomaly Detector

Dairi, A., Zerrouki, N., Harrou, F. & Sun, Y., Nov 29 2022, In: Diagnostics. 12, 12, p. 2984

Research output: Contribution to journal › Article › peer-review

8 Scopus citations

Efficient Driver Drunk Detection by Sensors: A Manifold Learning-Based Anomaly Detector

Dairi, A., Harrou, F. & Sun, Y., Nov 9 2022, In: IEEE Access.

Research output: Contribution to journal › Article › peer-review

9 Scopus citations

Efficient Quantile Tracking Using an Oracle

Hammer, H. L., Yazidi, A., Riegler, M. A. & Rue, H., Mar 2022, In: Accepted for publication in Applied Intelligence.

Research output: Contribution to journal › Article › peer-review

Efficient Wind Power Prediction Using Machine Learning Methods: A Comparative Study

Alkesaiberi, A., Harrou, F. & Sun, Y., Apr 1 2022, In: Energies. 15, 7, 2327.

Research output: Contribution to journal › Article › peer-review

Open Access

68 Scopus citations

Ensemble Learning Techniques-Based Monitoring Charts for Fault Detection in Photovoltaic Systems

Harrou, F., Taghezouit, B., Khadraoui, S., Dairi, A., Sun, Y. & Hadj Arab, A., Sep 14 2022, In: Energies. 15, 18, p. 6716

Research output: Contribution to journal › Article › peer-review

15 Scopus citations

Estimates, trends, and drivers of the global burden of type 2 diabetes attributable to PM2.5 air pollution, 1990-2019: an analysis of data from the Global Burden of Disease Study 2019

Burkart, K., Cohen, A. J., Wozniak, S. S., Dai, X., Dandona, L., Dandona, R., Hay, S., Mokdad, A. H., Lim, S. S., Stanaway, J. D., Brauer, M., Dharmaratne, S. D., Morrison, S. D., Causey, K., Salvi, D. D., Abbafati, C., Adekanmbi, V., Adsuar, J. C., Ahmadi, K. & Majeed, A. & 210 others, Alahdab, F., Al-Aly, Z., Alipour, V., Arabloo, J., Rezapour, A., Babaee, E., Tehrani-Banihashemi, A., Kasaeian, A., Kan, F. P., Alvis-Guzman, N., Amegah, A. K., Andrei, C. L., Negoi, R. I., Andrei, T., Mirica, A., Ansari, F., Aremu, O., Aripov, T., Banach, M., Barnett, A., Cerin, E., Barnighausen, T. W., Sheikh, A., Bedi, N., Behzadifar, M., Bejot, Y., Bennett, D. A., Lewycka, S., Bensenor, I. M., Bernstein, R. S., Bhattacharyya, K., Bijani, A., Biondi, A., Vacante, M., Bohlouli, S., Breitner, S., Brenner, H., Butt, Z. A., Camera, L. A., Valdez, P. R., Cantu-Brito, C., Carvalho, F., Fernandes, E., Freitas, M., Ribeiro, D., Chattu, V. K., Chauhan, B. G., Khan, J., Choi, J.-Y. J., Chu, D.-T., Zodpey, S., Daryani, A., Rafiei, A., Davletov, K., de Courten, B., Bin Zaman, S., Guo, Y., Li, S., Demeke, F. M., Denova-Gutierrez, E., Dhimal, M., Diaz, D., Djalalinia, S., Duncan, B. B., Schmidt, M. I., Zaki, M. E. S., Eskandarieh, S., Sahraian, M. A., Farzadfar, F., Mohajer, B., Moghaddam, S. S., Fazlzadeh, M., Maleki, A., Malekzadeh, R., Salimzadeh, H., Sepanlou, S. G., Rahim, F., Rahimi-Movaghar, V., Shirkoohi, R., Fareed, M., Fattahi, N., Pirsaheb, M., Sadeghi, E., Sharafi, K., Filip, I., Fischer, F., Foigt, N. A., Ghashghaee, A., Gill, P. S., Ginawi, I. A., Gopalani, S. V., Das Gupta, R., Habtewold, T. D., Hamadeh, R. R., Hamidi, S., Hankey, G. J., Hasanpoor, E., Pourjafar, H., Hassen, H. Y., Heibati, B., Hole, M. K., Hossain, N., Househ, M., Irvani, S. S. N., Jaafari, J., Jakovljevic, M., Jha, R. P., Jonas, J. B., Jozwiak, J. J., Kaydi, N., Khafaie, M. A., Khader, Y. S., Khan, E. A., Khan, M. N., Khatab, K., Khater, A. M., Kim, Y. J., Kimokoti, R. W., Kisa, A., Kivimaki, M., Knibbs, L. D., Kosen, S., Koul, P. A., Koyanagi, A., Defo, B. K., Kugbey, N., Lauriola, P., Lee, P. H., Leili, M., Lim, L.-L., Linn, S., Shuval, K., Liu, Y., Lorkowski, S., Mahasha, P. W., Ndwandwe, D. E., Mahotra, N. B., Mamun, A. A., Manafi, N., Martini, S., Meharie, B. G., Tefera, Y. M., Menezes, R. G., Mestrovic, T., Miazgowski, B., Miazgowski, T., Miller, T. R., Mini, G., Mirrakhimov, E. M., Mohammed, S., Mohan, V., Monasta, L., Ronfani, L., Moraga, P., Mueller, U. O., Mukhopadhyay, S., Mustafa, G., Muthupandian, S., Naik, G., Nangia, V., Ningrum, D. N. A., Noubiap, J. J., Ogbo, F. A., Olagunju, A. T., Sathish, T., Onwujekwe, O. E., Ortiz, A., Owolabi, M. O., Dnb, M. P. A., Panda-Jonas, S., Park, E.-K., Postma, M. J., Radfar, A., Rahman, M. A., Rai, R. K., Ranabhat, C. L., Raoofi, S., Rawal, L., Renzaho, A. M. N., Roever, L., Sabour, S., Saddik, B., Sahebkar, A., Salvi, S. S., Samy, A. M., Sanabria, J., Sarmiento-Suarez, R., Schutte, A. E., Shaikh, M. A., Shigematsu, M., Shiri, R., Soyiri, I. N., Tabares-Seisdedos, R., Temsah, M.-H., Thankappan, K. R., Topor-Madry, R., Car, L. T., Ullah, I., Vasankari, T. J., Violante, F. S., Waheed, Y., Wolfe, C. D. A., Yamada, T., Yonemoto, N., Yu, C., Zhang, Y., Zodpey, S., Lim, S. S., Stanaway, J. D. & Brauer, M., Jul 6 2022, In: LANCET PLANETARY HEALTH. 6, 7, p. E586-E600

Research output: Contribution to journal › Article › peer-review

97 Scopus citations

Estimation and probabilistic projection of levels and trends in the sex ratio at birth in seven provinces of Nepal from 1980 to 2050: a Bayesian modeling approach

Chao, F., Kc, S. & Ombao, H., Dec 2022, In: BMC Public Health. 22, 1, 358.

Research output: Contribution to journal › Article › peer-review

Open Access

7 Scopus citations

Exact Simulation of Max-Infinitely Divisible Processes

Zhong, P., Huser, R. & Opitz, T., Mar 11 2022, In: Econometrics and Statistics.

Research output: Contribution to journal › Article › peer-review

Exploring Deep Learning Methods to Forecast Mechanical Behavior of FSW Aluminum Sheets

Dorbane, A., Harrou, F. & Sun, Y., Sep 28 2022, In: Journal of Materials Engineering and Performance.

Research output: Contribution to journal › Article › peer-review

8 Scopus citations

Flexible modeling of multivariate spatial extremes

Gong, Y. & Huser, R., Nov 12 2022, In: Spatial Statistics. p. 100713

Research output: Contribution to journal › Article › peer-review

Forecasting high-frequency spatio-temporal wind power with dimensionally reduced echo state networks

Huang, H., Castruccio, S. & Genton, M. G., Jan 23 2022, In: Journal of the Royal Statistical Society: Series C (Applied Statistics).

Research output: Contribution to journal › Article › peer-review

11 Scopus citations

Forecasting of Bicycle and Pedestrian Traffic Using Flexible and Efficient Hybrid Deep Learning Approach

Harrou, F., Dairi, A., Zeroual, A. & Sun, Y., Apr 28 2022, In: Applied Sciences. 12, 9, p. 4482

Research output: Contribution to journal › Article › peer-review

13 Scopus citations

Global, regional, and national burden of colorectal cancer and its risk factors, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019

Sharma, R., Abbasi-Kangevari, M., Abd-Rabu, R., Abidi, H., Abu-Gharbieh, E., Acuna, J. M., Adhikari, S., Advani, S. M., Afzal, M. S., Meybodi, M. A., Ahinkorah, B. O., Ahmad, S., Ahmadi, A., Ahmadi, S., Ahmed, H., Ahmed, L. A., Ahmed, M. B., Al Hamad, H., Alahdab, F. & Alanezi, F. M. & 383 others, Alanzi, T. M., Alhalaiqa, F. A. N., Alimohamadi, Y., Alipour, V., Aljunid, S. M., Alkhayyat, M., Almustanyir, S., Al-Raddadi, R. M., Alvand, S., Alvis-Guzman, N., Amini, S., Ancuceanu, R., Anoushiravani, A., Anoushirvani, A. A., Ansari-Moghaddam, A., Arabloo, J., Aryannejad, A., Jafarabadi, M. A., Athari, S. S., Ausloos, F., Ausloos, M., Awedew, A. F., Awoke, M. A., Ayana, T. M., Azadnajafabad, S., Azami, H., Azangou-Khyavy, M., Jafari, A. A., Badiye, A. D., Bagherieh, S., Bahadory, S., Baig, A. A., Baker, J. L., Banach, M., Barrow, A., Berhie, A. Y., Besharat, S., Bhagat, D. S., Bhagavathula, A. S., Bhala, N., Bhattacharyya, K., Bhojaraja, V. S., Bibi, S., Bijani, A., Biondi, A., Bjorge, T., Bodicha, B. B. A., Braithwaite, D., Brenner, H., Calina, D., Cao, C., Cao, Y., Carreras, G., Carvalho, F., Cerin, E., Chakinala, R. C., Cho, W. C. S., Chu, D.-T., Conde, J., Costa, V. M., Cruz-Martins, N., Dadras, O., Dai, X., Dandona, L., Dandona, R., Danielewicz, A., Demeke, F. M., Demissie, G. D., Desai, R., Dhamnetiya, D., Dianatinasab, M., Diaz, D., Didehdar, M., Doaei, S., Doan, L. P., Dodangeh, M., Eghbalian, F., Ejeta, D. D., Ekholuenetale, M., Ekundayo, T. C., El Sayed, I., Elhadi, M., Enyew, D. B., Eyayu, T., Ezzeddini, R., Fakhradiyev, I. R., Farooque, U., Farrokhpour, H., Farzadfar, F., Fatehizadeh, A., Fattahi, H., Fattahi, N., Fereidoonnezhad, M., Fernandes, E., Fetensa, G., Filip, I., Fischer, F., Foroutan, M., Gaal, P. A., Gad, M. M., Gallus, S., Garg, T., Getachew, T., Ghamari, S.-H., Ghashghaee, A., Ghith, N., Gholamalizadeh, M., Navashenaq, J. G., Gizaw, A. T., Glasbey, J. C., Golechha, M., Goleij, P., Gonfa, K. B., Gorini, G., Guha, A., Gupta, S., Gupta, V. B., Gupta, V. K., Haddadi, R., Hafezi-Nejad, N., Haj-Mirzaian, A., Halwani, R., Haque, S., Hariri, S., Hasaballah, A., Hassanipour, S., Hay, S., Herteliu, C., Holla, R., Hosseini, M.-S., Hosseinzadeh, M., Hostiuc, M., Househ, M., Huang, J., Humayun, A., Iavicoli, I., Ilesanmi, O. S., Ilic, I. M., Ilic, M. D., Islami, F., Iwagami, M., Jahani, M. A., Jakovljevic, M., Javaheri, T., Jayawardena, R., Jebai, R., Jha, R. P., Joo, T., Joseph, N., Joukar, F., Jozwiak, J. J., Kabir, A., Kalhor, R., Kamath, A., Kapoor, N., Karaye, I. M., Karimi, A., Kauppila, J. H., Kazemi, A., Keykhaei, M., Khader, Y. S., Khajuria, H., Khalilov, R., Khanali, J., Khayamzadeh, M., Khodadost, M., Kim, H., Kim, M. S., Kisa, A., Kisa, S., Kolahi, A.-A., Koohestani, H. R., Kopec, J. A., Koteeswaran, R., Koyanagi, A., Krishnamoorthy, Y., Kumar, G. A., Kumar, M., Kumar, V., La Vecchia, C., Lami, F. H., Landires, I., Ledda, C., Lee, S.-W., Lee, W.-C., Lee, Y. Y., Leong, E., Li, B., Lim, S. S., Lobo, S. W., Loureiro, J. A., Lunevicius, R., Madadizadeh, F., Mahmoodpoor, A., Majeed, A., Malekpour, M.-R., Malekzadeh, R., Malik, A. A., Mansour-Ghanaei, F., Mantovani, L. G., Martorell, M., Masoudi, S., Mathur, P., Meena, J. K., Nasab, E. M., Mendoza, W., Mentis, A.-F. A., Mestrovic, T., Jonasson, J. M., Miazgowski, B., Miazgowski, T., Mijena, G. F. W., Mirmoeeni, S., Mirza-Aghazadeh-Attari, M., Mirzaei, H., Misra, S., Mohammad, K. A., Mohammadi, E., Mohammadi, S., Mohammadi, S. M., Mohammadian-Hafshejani, A., Mohammed, S., Mohammed, T. A., Moka, N., Mokdad, A. H., Mokhtari, Z., Molokhia, M., Momtazmanesh, S., Monasta, L., Moradi, G., Moradzadeh, R., Moraga, P., Morgado-da-Costa, J., Mubarik, S., Mulita, F., Naghavi, M., Naimzada, M. D., Nam, H. S., Natto, Z. S., Nayak, B. P., Nazari, J., Nazemalhosseini-Mojarad, E., Negoi, I., Nguyen, C. T., Nguyen, S. H., Noor, N. M., Noori, M., Noori, S. M. A., Nunez-Samudio, V., Nzoputam, C. I., Oancea, B., Odukoya, O. O., Oguntade, A. S., Okati-Aliabad, H., Olagunju, A. T., Olagunju, T. O., Ong, S., Ostroff, S. M., Padron-Monedero, A., Pakzad, R., Pana, A., Pandey, A., Kan, F. P., Patel, U. K., Paudel, U., Pereira, R. B., Perumalsamy, N., Pestell, R. G., Piracha, Z. Z., Pollok, R. C. G., Pourshams, A., Pourtaheri, N., Prashant, A., Rabiee, M., Rabiee, N., Radfar, A., Rafiei, S., Rahman, M., Rahmani, A. M., Rahmanian, V., Rajai, N., Rajesh, A., Ramezani-Doroh, V., Ramezanzadeh, K., Ranabhat, K., Rashedi, S., Rashidi, A., Rashidi, M.-M., Rastegar, M., Rawaf, D. L., Rawaf, S., Rawassizadeh, R., Razeghinia, M. S., Renzaho, A. M. N., Rezaei, N., Rezaei, S., Rezaeian, M., Rezazadeh-Khadem, S., Roshandel, G., Saber-Ayad, M. M., Saberzadeh-Ardestani, B., Saddik, B., Sadeghi, H., Saeed, U., Sahebazzamani, M., Sahebkar, A., Farrokhi, A. S., Salimi, A., Salimzadeh, H., Samadi, P., Samaei, M., Samy, A. M., Sanabria, J., Santric-Milicevic, M. M., Saqib, M. A. N., Sarveazad, A., Sathian, B., Satpathy, M., Schneider, I. J. C., Sekerija, M., Sepanlou, S. G., Seylani, A., Sha, F., Shafiee, S. M., Shaghaghi, Z., Shahabi, S., Shaker, E., Sharifian, M., Sharifi-Rad, J., Sheikhbahaei, S., Shetty, J. K., Shirkoohi, R., Shobeiri, P., Malleshappa, S. K. S., Silva, D. A. S., Julian, G. S., Singh, A. D., Singh, J. A., Siraj, M. S., Sivandzadeh, G. R., Skryabin, V. Y., Skryabina, A. A., Socea, B., Solmi, M., Soltani-Zangbar, M. S., Song, S., Szerencses, V., Szocska, M., Tabares-Seisdedos, R., Tabibian, E., Taheri, M., Abkenar, Y. T., Taherkhani, A., Talaat, I. M., Tan, K.-K., Tbakhi, A., Tesfaye, B., Tiyuri, A., Tollosa, D. N., Touvier, M., Tran, B. X., Tusa, B. S., Ullah, I., Ullah, S., Vacante, M., Tahbaz, S. V., Veroux, M., Vo, B., Vos, T., Wang, C., Westerman, R., Woldemariam, M., Jabbari, S. H. Y., Yang, L., Yazdanpanah, F., Yu, C., Yuce, D., Yunusa, I., Zadnik, V., Zahir, M., Zare, I., Zhang, Z.-J. & Zoladi, M., Jun 13 2022, In: LANCET GASTROENTEROLOGY & HEPATOLOGY. 7, 7, p. 627-647 21 p.

Research output: Contribution to journal › Article › peer-review

276 Scopus citations

Global, regional, and national burden of diseases and injuries for adults 70 years and older: Systematic analysis for the Global Burden of Disease 2019 Study

GBD 2019 Ageing Collaborators, Mar 10 2022, In: BMJ. 376, 068208.

Research output: Contribution to journal › Article › peer-review

Open Access

122 Scopus citations

Global, regional, and national burden of hepatitis B, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019

Sheena, B. S., Hiebert, L., Han, H., Ippolito, H., Abbasi-Kangevari, M., Abbasi-Kangevari, Z., Abbastabar, H., Abdoli, A., Abubaker Ali, H., Adane, M. M., Adegboye, O. A., Adnani, Q. E. S., Advani, S. M., Afzal, M. S., Afzal, S., Aghaie Meybodi, M., Ahadinezhad, B., Ahinkorah, B. O., Ahmad, S. & Ahmad, T. & 421 others, Ahmadi, S., Ahmed, H., Ahmed, M. B., Ahmed Rashid, T., Akalu, G. T., Aklilu, A., Akram, T., Al Hamad, H., Alahdab, F., Alem, A. Z., Alem, D. T., Alhalaiqa, F. A. N., Alhassan, R. K., Ali, L., Ali, M. A., Alimohamadi, Y., Alipour, V., Alkhayyat, M., Almustanyir, S., Al-Raddadi, R. M., Altawalah, H., Amini, S., Amu, H., Ancuceanu, R., Andrei, C. L., Andrei, T., Anoushiravani, A., Ansar, A., Anyasodor, A. E., Arabloo, J., Arab-Zozani, M., Argaw, A. M., Argaw, Z. G., Arshad, M., Artamonov, A. A., Ashraf, T., Atlaw, D., Ausloos, F., Ausloos, M., Azadnajafabad, S., Azangou-Khyavy, M., Azari Jafari, A., Azarian, G., Bagheri, S., Bahadory, S., Baig, A. A., Banach, M., Barati, N., Barrow, A., Batiha, A.-M. M., Bejarano Ramirez, D. F., Belgaumi, U. I., Berhie, A. Y., Bhagat, D. S., Bhardwaj, N., Bhardwaj, P., Bhattacharyya, K., Bhojaraja, V. S., Bijani, A., Biondi, A., Bodicha, B. B. A., Bojia, H. A., Boloor, A., Bosetti, C., Braithwaite, D., Briko, N. I., Butt, Z. A., C�mera, L. A., Chakinala, R. C., Chakraborty, P. A., Charan, J., Chen, S., Choi, J.-Y. J., Choudhari, S. G., Chowdhury, F. R., Chu, D.-T., Chung, S.-C., Cortesi, P. A., Cowie, B. C., Culbreth, G. T., Dadras, O., Dai, X., Dandona, L., Dandona, R., De la Hoz, F. P., Debela, S. A., Dedefo, M. G., Demeke, F. M., Demie, T. G. G., Demissie, G. D., Derbew Molla, M., Desta, A. A., Dhamnetiya, D., Dhimal, M. L., Dhimal, M., Didehdar, M., Doan, L. P., Dorostkar, F., Drake, T. M., Eghbalian, F., Ekholuenetale, M., El Sayed, I., El Sayed Zaki, M., Elhadi, M., Elmonem, M. A., Elsharkawy, A., Enany, S., Enyew, D. B., Erkhembayar, R., Eskandarieh, S., Esmaeilzadeh, F., Ezzikouri, S., Farrokhpour, H., Fetensa, G., Fischer, F., Foroutan, M., Gad, M. M., Gaidhane, A. M., Gaidhane, S., Galles, N. C., Gallus, S., Gebremeskel, T. G., Gebreyohannes, E. A., Ghadiri, K., Ghaffari, K., Ghafourifard, M., Ghamari, S.-H., Ghashghaee, A., Gholami, A., Gholizadeh, A., Gilani, A., Goel, A., Golechha, M., Goleij, P., Golinelli, D., Gorini, G., Goshu, Y. A., Griswold, M. G., Gubari, M. I. M., Gupta, B., Gupta, S., Gupta, V. B., Gupta, V. K., Haddadi, R., Halwani, R., Hamid, S. S., Hamidi, S., Hanif, A., Haque, S., Harapan, H., Hargono, A., Hariri, S., Hasaballah, A. I., Hasan, S. M. M., Hassanipour, S., Hassankhani, H., Hay, S. I., Hayat, K., Heidari, G., Herteliu, C., Heyi, D. Z., Hezam, K., Holla, R., Hosseini, M.-S., Hosseini, M., Hosseinzadeh, M., Hostiuc, M., Househ, M., Huang, J., Hussein, N. R., Iavicoli, I., Ibitoye, S. E., Ilesanmi, O. S., Ilic, I. M., Ilic, M. D., Irham, L. M., Islam, J. Y., Ismail, N. E., Jacobsen, K. H., Jadidi-Niaragh, F., Javadi Mamaghani, A., Jayaram, S., Jayawardena, R., Jebai, R., Jha, R. P., Joseph, N., Joukar, F., Kaambwa, B., Kabir, A., Kabir, Z., Kalhor, R., Kandel, H., Kanko, T. K. T., Kantar, R. S., Karaye, I. M., Kassa, B. G., Kemp Bohan, P. M., Keykhaei, M., Khader, Y. S., Khajuria, H., Khan, G., Khan, I. A., Khan, J., Khan, M. A., Khanali, J., Khater, A. M., Khatib, M. N., Khodadost, M., Khoja, A. T., Khosravizadeh, O., Khubchandani, J., Kim, G. R., Kim, H., Kim, M. S., Kim, Y. J., Kocarnik, J. M., Kolahi, A.-A., Koteeswaran, R., Kumar, G. A., La Vecchia, C., Lal, D. K., Landires, I., Lasrado, S., Lazarus, J. V., Ledda, C., Lee, D. W., Lee, S.-W., Lee, Y. Y., Levi, M., Li, J., Lim, S. S., Lobo, S. W., Lopukhov, P. D., Loureiro, J. A., MacLachlan, J. H., Magdy Abd El Razek, H., Magdy Abd El Razek, M., Majeed, A., Makki, A., Malekpour, M.-R., Malekzadeh, R., Malik, A. A., Mansour-Ghanaei, F., Mansournia, M. A., Martins-Melo, F. R., Matthews, P. 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Research output: Contribution to journal › Article › peer-review

308 Scopus citations

High-resolution Bayesian mapping of landslide hazard with unobserved trigger event

Opitz, T., Bakka, H., Huser, R. & Lombardo, L., Jul 19 2022, In: The Annals of Applied Statistics. 16, 3

Research output: Contribution to journal › Article › peer-review

9 Scopus citations

Importance Sampling with the Integrated Nested Laplace Approximation

Berild, M. O., Martino, S., Gómez-Rubio, V. & Rue, H., 2022, In: Accepted in Journal of Computational and Graphical Statistics.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Improved Semi-Supervised Data-Mining-Based Schemes for Fault Detection in a Grid-Connected Photovoltaic System

Bouyeddou, B., Harrou, F., Taghezouit, B., Sun, Y. & Hadj Arab, A., Oct 27 2022, In: Energies. 15, 21, p. 7978

Research output: Contribution to journal › Article › peer-review

10 Scopus citations

Intelligent Monitoring of Photovoltaic Systems via Simplicial Empirical Models and Performance Loss Rate Evaluation under LabVIEW: A Case Study

Taghezouit, B., Harrou, F., Larbes, C., Sun, Y., Semaoui, S., Arab, A. H. & Bouchakour, S., Oct 26 2022, In: Energies. 15, 21, p. 7955

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Levels and trends estimate of sex ratio at birth for seven provinces of Pakistan from 1980 to 2020 with scenario-based probabilistic projections of missing female birth to 2050: A Bayesian modeling approach

Chao, F., Wazir, M. A. & Ombao, H., Dec 14 2022, In: International Journal of Population Studies. 8, 2, p. 51-70 20 p.

Research output: Contribution to journal › Article › peer-review

Local scale invariance and robustness of proper scoring rules

Bolin, D. & Wallin, J., Jan 1 2022, In: Statistical Science. -1, -1

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Machine learning and deep learning-driven methods for predicting ambient particulate matters levels: A case study

Wu, A., Harrou, F., Dairi, A. & Sun, Y., Aug 30 2022, In: Concurrency and Computation: Practice and Experience. 34, 19, e7035.

Research output: Contribution to journal › Article › peer-review

9 Scopus citations

Machine Learning Methods for Predicting Mechanical Behavior of Aluminum Alloys

Dorbane, A., Harrou, F. & Sun, Y., Sep 14 2022, In: WSEAS Transactions on Electronics. 13, p. 84-88 5 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Mapping age- and sex-specific HIV prevalence in adults in sub-Saharan Africa, 2000-2018.

Haeuser, E., Serfes, A. L., Cork, M. A., Yang, M., Abbastabar, H., Abhilash, E. S., Adabi, M., Adebayo, O. M., Adekanmbi, V., Adeyinka, D. A., Afzal, S., Ahinkorah, B. O., Ahmadi, K., Ahmed, M. B., Akalu, Y., Akinyemi, R. O., Akunna, C. J., Alahdab, F., Alanezi, F. M. & Alanzi, T. M. & 288 others, Alene, K. A., Alhassan, R. K., Alipour, V., Almasi-Hashiani, A., Alvis-Guzman, N., Ameyaw, E. K., Amini, S., Amugsi, D. A., Ancuceanu, R., Anvari, D., Appiah, S. C. Y., Arabloo, J., Aremu, O., Asemahagn, M. A., Jafarabadi, M. A., Awedew, A. F., Quintanilla, B. P. A., Ayanore, M. A., Aynalem, Y. A., Azari, S., Azene, Z. N., Darshan, B. B., Babalola, T. K., Baig, A. A., Banach, M., B�rnighausen, T. W., Bell, A. W., Bhagavathula, A. S., Bhardwaj, N., Bhardwaj, P., Bhattacharyya, K., Bijani, A., Bitew, Z. W., Bohlouli, S., Bolarinwa, O. A., Boloor, A., Bozicevic, I., Butt, Z. A., C�rdenas, R., Carvalho, F., Charan, J., Chattu, V. K., Chowdhury, M. A. K., Chu, D.-T., Cowden, R. G., Dahlawi, S. M. A., Damiani, G., Darteh, E. K. M., Darwesh, A. M., das Neves, J., Weaver, N. D., De Leo, D., De Neve, J.-W., Deribe, K., Deuba, K., Dharmaratne, S., Dianatinasab, M., Diaz, D., Didarloo, A., Djalalinia, S., Dorostkar, F., Dubljanin, E., Duko, B., El Tantawi, M., El-Jaafary, S. I., Eshrati, B., Eskandarieh, S., Eyawo, O., Ezeonwumelu, I. J., Ezzikouri, S., Farzadfar, F., Fattahi, N., Fauk, N. K., Fernandes, E., Filip, I., Fischer, F., Foigt, N. A., Foroutan, M., Fukumoto, T., Gad, M. M., Gaidhane, A. M., Gebregiorgis, B. G., Gebremedhin, K. B., Getacher, L., Ghadiri, K., Ghashghaee, A., Golechha, M., Gubari, M. I. M., Gugnani, H. C., Guimar�es, R. A., Haider, M. R., Haj-Mirzaian, A., Hamidi, S., Hashi, A., Hassanipour, S., Hassankhani, H., Hayat, K., Herteliu, C., Ho, H. C., Holla, R., Hosseini, M., Hosseinzadeh, M., Hwang, B.-F., Ibitoye, S. E., Ilesanmi, O. S., Ilic, I. M., Ilic, M. D., Islam, R. M., Iwu, C. C. D., Jakovljevic, M., Jha, R. P., Ji, J. S., Johnson, K. B., Joseph, N., Joshua, V., Joukar, F., Jozwiak, J. J., Kalankesh, L. R., Kalhor, R., Kamyari, N., Kanchan, T., Matin, B. K., Karimi, S. E., Kayode, G. A., Karyani, A. K., Keramati, M., Khan, E. A., Khan, G., Khan, M. N., Khatab, K., Khubchandani, J., Kim, Y. J., Kisa, A., Kisa, S., Kopec, J. A., Kosen, S., Laxminarayana, S. L. K., Koyanagi, A., Krishan, K., Defo, B. K., Kugbey, N., Kulkarni, V., Kumar, M., Kumar, N., Kusuma, D., La Vecchia, C., Lal, D. K., Landires, I., Larson, H. J., Lasrado, S., Lee, P. H., Li, S., Liu, X., Maleki, A., Malik, P., Mansournia, M. A., Martins-Melo, F. R., Mendoza, W., Menezes, R. G., Mengesha, E. W., Meretoja, T. J., Mestrovic, T., Mirica, A., Moazen, B., Mohamad, O., Mohammad, Y., Mohammadian-Hafshejani, A., Mohammadpourhodki, R., Mohammed, S., Mohammed, S., Mokdad, A. H., Moradi, M., Moraga, P., Mubarik, S., Mulu, G. B. B., Mwanri, L., Nagarajan, A. J., Naimzada, M. D., Naveed, M., Nazari, J., Ndejjo, R., Negoi, I., Ngalesoni, F. N., Nguefack-Tsague, G., Ngunjiri, J. W., Nguyen, C. T., Nguyen, H. L. T., Nnaji, C. A., Noubiap, J. J., Nu�ez-Samudio, V., Nwatah, V. E., Oancea, B., Odukoya, O. O., Olagunju, A. T., Olakunde, B. O., Olusanya, B. O., Olusanya, J. O., Bali, A. O., Onwujekwe, O. E., Orisakwe, O. E., Otstavnov, N., Otstavnov, S. S., Owolabi, M. O., Mahesh, P. A., Padubidri, J. R., Pana, A., Pandey, A., Pandi-Perumal, S. R., Kan, F. P., Patton, G. C., Pawar, S., Peprah, E. K., Postma, M. J., Preotescu, L., Syed, Z. Q., Rabiee, N., Radfar, A., Rafiei, A., Rahim, F., Rahimi-Movaghar, V., Rahmani, A. M., Ramezanzadeh, K., Rana, J., Ranabhat, C. L., Rao, S. J., Rawaf, D. L., Rawaf, S., Rawassizadeh, R., Regassa, L. D., Rezaei, N., Rezapour, A., Riaz, M. A., Ribeiro, A. I., Ross, J. M., Rubagotti, E., Rumisha, S. F., Rwegerera, G. M., Moghaddam, S. S., Sagar, R., Sahiledengle, B., Sahu, M., Salem, M. R., Kafil, H. S., Samy, A. M., Sartorius, B., Sathian, B., Seidu, A.-A., Shaheen, A. A., Shaikh, M. A., Shamsizadeh, M., Shiferaw, W. S., Shin, J. I., Shrestha, R., Singh, J. A., Skryabin, V. Y., Skryabina, A. A., Soltani, S., Sufiyan, M. B., Tabuchi, T., Tadesse, E. G., Taveira, N., Tesfay, F. H., Thapar, R., Tovani-Palone, M. R., Tsegaye, G. W., Umeokonkwo, C. D., Unnikrishnan, B., Villafa�e, J. H., Violante, F. S., Vo, B., Vu, G. T., Wado, Y. D., Waheed, Y., Wamai, R. G., Wang, Y., Ward, P., Wickramasinghe, N. D., Wilson, K., Yaya, S., Yip, P., Yonemoto, N., Yu, C., Zastrozhin, M. S., Zhang, Y., Zhang, Z.-J., Hay, S. I., Dwyer-Lindgren, L. & Collaborators, L. B. O. D.S.-S. A. H. P., Dec 18 2022, In: BMC Medicine. 20, 1

Research output: Contribution to journal › Article › peer-review

16 Scopus citations

Mapping development and health effects of cooking with solid fuels in low-income and middle-income countries, 2000-18: a geospatial modelling study

Frostad, J. J., Nguyen, Q. P., Baumann, M. M., Blacker, B. F., Marczak, L. B., Deshpande, A., Wiens, K. E., LeGrand, K. E., Johnson, K. B., Abbasi-Kangevari, M., Abdoli, A., Abolhassani, H., Abreu, L. G., Abrigo, M. R. M., Abu-Rmeileh, N. M. E., Adekanmbi, V., Agrawal, A., Ahmed, M. B., Al-Aly, Z. & Alanezi, F. M. & 335 others, Alcalde-Rabanal, J. E., Alipour, V., Altirkawi, K. A., Alvis-Guzman, N., Alvis-Zakzuk, N. J., Amegah, A. K., Amini, S., Amiri, F., Amugsi, D. A., Ancuceanu, R., Andrei, C. L., Andrei, T., Antriyandarti, E., Anvari, D., Arabloo, J., Arab-Zozani, M., Athari, S. S., Ausloos, M., Ayano, G., Aynalem, Y. A., Azari, S., Badiye, A. D., Baig, A. A., Balakrishnan, K., Banach, M., Basu, S., Bedi, N., Bell, M. L., Bennett, D. A., Bhattacharyya, K., Bhutta, Z. A., Bibi, S., Bohlouli, S., Boufous, S., Bragazzi, N. L., Braithwaite, D., Nagaraja, S. B., Butt, Z. A., dos Santos, F. L. C., Car, J., Cardenas, R., Carvalho, F., Castaldelli-Maia, J. M., Castaneda-Orjuela, C. A., Cerin, E., Chattu, S. K., Chattu, V. K., Chaturvedi, P., Chaturvedi, S., Chen, S., Chu, D.-T., Chung, S.-C., Dahlawi, S. M. A., Damiani, G., Dandona, L., Dandona, R., Darwesh, A. M., Das, J. K., Dash, A. P., Davila-Cervantes, C. A., De Leo, D., De Neve, J.-W., Demissie, G. D., Denova-Gutierrez, E., Dey, S., Dharmaratne, S. D., Dhimal, M., Dhungana, G. P., Diaz, D., Dipeolu, I. O., Dorostkar, F., Doshmangir, L., Duraes, A. R., Edinur, H. A., Efendi, F., El Tantawi, M., Eskandarieh, S., Fadhil, I., Fattahi, N., Fauk, N. K., Fereshtehnejad, S.-M., Folayan, M. O., Foroutan, M., Fukumoto, T., Gaidhane, A. M., Ghafourifard, M., Ghashghaee, A., Gilani, S. A., Gill, T. K., Goulart, A. C., Goulart, B. N. G., Grada, A., Gubari, M. I. M., Guido, D., Guo, Y., Das Gupta, R., Gupta, R., Gutierrez, R. A., Hafezi-Nejad, N., Hamadeh, R. R., Hasaballah, A. I., Hassanipour, S., Hayat, K., Heibati, B., Heidari-Soureshjani, R., Henry, N. J., Herteliu, C., Hosseinzadeh, M., Hsairi, M., Hu, G., Ibitoye, S. E., Ilesanmi, O. S., Ilic, I. M., Ilic, M. D., Irvani, S. S. N., Islam, S. M. S., Iwu, C. C. D., Jaafari, J., Jakovljevic, M., Javaheri, T., Jha, R. P., Ji, J. S., Jonas, J. B., Kabir, A., Kabir, Z., Kalhor, R., Kamyari, N., Kanchan, T., Kapil, U., Kapoor, N., Kayode, G. A., Keiyoro, P. N., Khader, Y. S., Khalid, N., Khan, E. A., Khan, M., Khan, M. N., Khatab, K., Khater, M. M., Khatib, M. N., Khayamzadeh, M., Khubchandani, J., Kim, G. R., Kim, Y. J., Kimokoti, R. W., Kisa, A., Kisa, S., Knibbs, L. D., Koul, P. A., Koyanagi, A., Krishan, K., Kumar, G. A., Kumar, M., Kusuma, D., La Vecchia, C., Lacey, B., Lami, F. H., Lan, Q., Lasrado, S., Lauriola, P., Lee, P. H., Lewycka, S., Li, S., Machado, D. B., Mahasha, P. W., Maheri, M., Majeed, A., Maleki, A., Malekzadeh, R., Malta, D. C., Mansouri, B., Mansournia, M. A., Martinez, N. M., Martini, S., Martins-Melo, F. R., Mayala, B. K., Mehndiratta, M. M., Mendoza, W., Menezes, R. G., Mengesha, E. W., Meretoja, T. J., Mestrovic, T., Michalek, I. M., Mirrakhimov, E. M., Mirzaei, M., Mirzaei, R., Moazen, B., Mohammad, Y., Mohammadian-Hafshejani, A., Mohammed, S., Mokdad, A. H., Monasta, L., Moradi-Lakeh, M., Moraga, P., Morawska, L., Mosapour, A., Mouodi, S., Khaneghah, A. M., Mukhopadhyay, S., Munro, S. B., Murray, C. J. L., Nagarajan, A. J., Naghavi, M., Nair, S., Nangia, V., Nascimento, B. R., Nazari, J., Negoi, I., Netsere, H. B., Ngunjiri, J. W., Nguyen, H. L. T., Noubiap, J. J., Oancea, B., Ogbo, F. A., Oh, I.-H., Olagunju, A. T., Olusanya, B. O., Olusanya, J. O., Bali, A. O., Onwujekwe, O. E., Otstavnov, N., Otstavnov, S. S., Owolabi, M. O., Mahesh, P. A., Pandey, A., Park, E.-C., Park, E.-K., Patel, S. K., Pham, H. Q., Pilgrim, T., Pirsaheb, M., Pokhrel, K. N., Postma, M. J., Syed, Z. Q., Rabiee, N., Radfar, A., Rahim, F., Rahman, M. H. U., Rahman, M. A., Rahmani, A. M., Ranabhat, C. L., Rao, S. J., Rasella, D., Rastogi, P., Rath, G. K., Rawaf, D. L., Rawaf, S., Rawal, L., Rawassizadeh, R., Renzaho, A. M. N., Reshmi, B., Rezaei, N., Rezaei, N., Rezapour, A., Rickard, J., Roever, L., Ronfani, L., Rostamian, M., Rubagotti, E., Rwegerera, G. M., Saddik, B., Sadeghi, E., Moghaddam, S. S., Sagar, R., Sahebkar, A., Sahiledengle, B., Salem, M. R., Samy, A. M., Santric-Milicevic, M. M., Saraswathy, S. Y. I., Sathian, B., Sathish, T., Schwebel, D. C., Sepanlou, S. G., Shahabi, S., Shaheen, A. A., Shahid, I., Shaikh, M. A., Shalash, A. S., Shams-Beyranvand, M., Shannawaz, M., Sharafi, K., Sheikh, A., Sheikhbahaei, S., Shetty, R. S., Shiferaw, W. S., Shigematsu, M., Il Shin, J., Shivakumar, K. M., Siabani, S., Siddiqi, T. J., Singh, B. B., Singh, J. A., Sintayehu, Y., Sorrie, M. B., Soyiri, I. N., Spurlock, E. E., Sreeramareddy, C. T., Stockfelt, L., Sufiyan, M. B., Abdulkader, R. S., Tabares-Seisdedos, R., Tabuchi, T., Taherkhani, A., Temsah, M.-H., Thankappan, K. R., Tovani-Palone, M. R., Traini, E., Ullah, S., Unnikrishnan, B., Upadhyay, E., Tahbaz, S. V., Varughese, S., Violante, F. S., Vo, B., Vu, G. T., Waheed, Y., Wang, Y.-P., Welgan, C. A., Werdecker, A., Jabbari, S. H. Y., Yaya, S., Yazdi-Feyzabadi, V., Yilma, M. T., Yonemoto, N., Younis, M. Z., Yousefinezhadi, T., Yu, C., Yu, Y., Bin Zaman, S., Zhang, Y., Zhang, Z.-J., Brauer, M., Hay, S. I. & Reiner, R. C., Sep 13 2022, In: LANCET GLOBAL HEALTH. 10, 10, p. E1395-E1411

Research output: Contribution to journal › Article › peer-review

25 Scopus citations

Markov-switching state-space models with applications to neuroimaging

Degras, D., Ting, C. M. & Ombao, H., May 10 2022, In: Computational Statistics and Data Analysis. p. 107525

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

Modeling infectious disease dynamics: Integrating contact tracing-based stochastic compartment and spatio-temporal risk models

Mahmood, M., Amaral, A. V. R., Mateu, J. & Moraga, P., Oct 2022, In: Spatial Statistics. 51, 100691.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Scopus citations

Modeling nonstationary temperature maxima based on extremal dependence changing with event magnitude

Zhong, P., Huser, R. & Opitz, T., Mar 1 2022, In: The Annals of Applied Statistics. 16, 1

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

Modeling spatial extremes using normal mean-variance mixtures

Zhang, Z., Huser, R., Opitz, T. & Wadsworth, J. L., Jan 31 2022, In: Extremes.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Modeling spatial tail dependence with Cauchy convolution processes

Krupskiy, P. & Huser, R., 2022, In: Electronic Journal of Statistics. 16, 2

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Modeling the convective boundary layer in the Terra Incognita: Evaluation of different strategies with real-case simulations

Giani, P., Genton, M. G. & Crippa, P., Feb 7 2022, In: Monthly Weather Review.

Research output: Contribution to journal › Article › peer-review

8 Scopus citations

Modelling Sub-daily Precipitation Extremes with the Blended Generalised Extreme Value Distribution

Vandeskog, S. M., Martino, S., Castro-Camilo, D. & Rue, H., Jun 4 2022, In: JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Multilevel Ensemble Kalman–Bucy Filters

Chada, N. K., Jasra, A. & Yu, F., Jun 27 2022, In: SIAM/ASA Journal on Uncertainty Quantification. 10, 2, p. 584-618 35 p.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Multiscale spectral modelling for nonstationary time series within an ordered multiple-trial experiment

Embleton, J., Knight, M. I. & Ombao, H., Dec 2022, In: The Annals of Applied Statistics. 16, 4

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Neuroprotection in late life attention-deficit/hyperactivity disorder: A review of pharmacotherapy and phenotype across the lifespan

Dutta, C. N., Christov-Moore, L., Ombao, H. & Douglas, P. K., Sep 26 2022, In: Frontiers in Human Neuroscience. 16

Research output: Contribution to journal › Article › peer-review

On Generalizations of Some Distance Based Classifiers for HDLSS Data

Roy, S., Sarkar, S., Dutta, S. & Ghosh, A. K., 2022, In: Journal of Machine Learning Research. 23

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Practical strategies for generalized extreme value-based regression models for extremes

Castro-Camilo, D., Huser, R. & Rue, H., Jun 28 2022, In: Environmetrics.

Research output: Contribution to journal › Article › peer-review

10 Scopus citations

Practical strategies for GEV-based regression models for extremes

Castro-Camilo, D., Huser, R. & Rue, H., May 6 2022, In: Environmetrics.

Research output: Contribution to journal › Article › peer-review

Responsibly Reckless Matrix Algorithms for HPC Scientific Applications

Ltaief, H., Genton, M. G., Gratadour, D., Keyes, D. E. & Ravasi, M., Oct 19 2022, In: Computing in Science & Engineering. p. 1-13 13 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Ridge Penalization in High-Dimensional Testing With Applications to Imaging Genetics

Gauran, I. I., Xue, G., Chen, C., Ombao, H. & Yu, Z., Mar 24 2022, In: Frontiers in Neuroscience. 16

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

rspatialdata: a collection of data sources and tutorials on downloading and visualising spatial data using R

Moraga, P. & Baker, L., Jul 11 2022, In: F1000Research. 11, p. 770

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

SARS-CoV-2 genomes from Saudi Arabia implicate nucleocapsid mutations in host response and increased viral load

Mourier, T., Shuaib, M., Hala, S., Mfarrej, S., Alofi, F., Naeem, R., Alsomali, A., Jorgensen, D., Subudhi, A. K., Ben Rached, F., Guan, Q., Salunke, R. P., Ooi, A., Esau, L., Douvropoulou, O., Nugmanova, R., Perumal, S., Zhang, H., Rajan, I. & Al-Omari, A. & 16 others, Salih, S., Shamsan, A., Al Mutair, A., Taha, J., Alahmadi, A., Khotani, N., Alhamss, A., Mahmoud, A., Alquthami, K., Dageeg, A., Khogeer, A., Hashem, A. M., Moraga, P., Volz, E., Almontashiri, N. & Pain, A., Dec 2022, In: Nature Communications. 13, 1, 601.

Research output: Contribution to journal › Article › peer-review

Open Access

30 Scopus citations

Scalable Computation of Predictive Probabilities in Probit Models with Gaussian Process Priors

Cao, J., Durante, D. & Genton, M. G., Apr 24 2022, In: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. p. 1-12 12 p.

Research output: Contribution to journal › Article › peer-review

8 Scopus citations

Scalable Gaussian-process regression and variable selection using Vecchia approximations

Cao, J., Guinness, J., Genton, M. G. & Katzfuss, M., Sep 1 2022, In: Journal of Machine Learning Research. 23, 348.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Sparse Functional Boxplots for Multivariate Curves

Qu, Z. & Genton, M. G., Apr 19 2022, In: Journal of Computational and Graphical Statistics. p. 1-30 30 p.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Spatial modeling and socioeconomic inequities of COVID-19 in the urban area of the city of Cali, Colombia

Arango-Londoño, D., Ortega-Lenis, D., Moraga, P., Torres, M. & Rodríguez-Cortés, F. J., Dec 16 2022, In: Spatial and Spatio-temporal Epidemiology. p. 100561

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

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