Statistics

2022

Gated Recurrent Unit Based Short-Term Network for Robot Swarm Motion Forecasting

Khaldi, B., Harrou, F., Abdelkader, D. & Sun, Y., Oct 4 2022, 2022 IEEE 7th Forum on Research and Technologies for Society and Industry Innovation (RTSI). IEEE

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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

358 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

163 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. C., Mendoza, W., Menezes, R. G., Meretoja, T. J., Mersha, A. G., Mestrovic, T., Miller, T. R., Minh, L. H. N., Mirica, A., Mirmoeeni, S., Mirrakhimov, E. M., Misra, S., Mithra, P., Moazen, B., Mohamadkhani, A., Mohammadi, M., Mohammed, S., Moka, N., Mokdad, A. H., Moludi, J., Momtazmanesh, S., Monasta, L., Moradi, G., Moradzadeh, M., Moradzadeh, R., Moraga, P., Mostafavi, E., Mubarik, S., Muniyandi, M., Murray, C. J. L., Naghavi, M., Naimzada, M. D., Narasimha Swamy, S., Natto, Z. S., Nayak, B. P., Nazari, J., Negoi, I., Negru, S. M., Nejadghaderi, S. A., Neupane Kandel, S., Nguyen, H. L. T., Ngwa, C. H., Niazi, R. K., Nnaji, C. A., Noubiap, J. J., Nowroozi, A., Nu�ez-Samudio, V., Oancea, B., Ochir, C., Odukoya, O. O., Oh, I.-H., Olagunju, A. T., Olakunde, B. O., Omar Bali, A., Omer, E., Otstavnov, S. S., Oumer, B., Padubidri, J. R., Pana, A., Pandey, A., Park, E.-C., Pashazadeh Kan, F., Patel, U. K., Paudel, U., Petcu, I.-R., Piracha, Z. Z., Pollok, R. C. G., Postma, M. J., Pourshams, A., Poustchi, H., Rabiee, M., Rabiee, N., Rafiei, A., Rafiei, S., Raghuram, P. M., Rahman, M., Rahmani, A. M., Rahmawaty, S., Rajesh, A., Ranasinghe, P., Rao, C. R., Rao, S. J., Rashidi, M., Rashidi, M.-M., Rawaf, D. L., Rawaf, S., Rawassizadeh, R., Rezaei, N., Rezapour, A., Rezazadeh-Khadem, S., Rodriguez, J. A. B., Rwegerera, G. M., Sabour, S., Saddik, B., Saeb, M. R., Saeed, U., Sahebkar, A., Saif-Ur-Rahman, K., Salahi, S., Salimzadeh, H., Sampath, C., Samy, A. M., Sanabria, J., Sanmarchi, F., Santric-Milicevic, M. M., Sarveazad, A., Sathian, B., Sawhney, M., Seidu, A.-A., Sepanlou, S. G., Seylani, A., Shahabi, S., Shaikh, M. A., Shaker, E., Shakhmardanov, M. Z., Shannawaz, M., Shenoy, S. M., Shetty, J. K., Shetty, P. H., Shibuya, K., Shin, J. I., Shobeiri, P., Sibhat, M. M., Singh, A. D., Singh, J. A., Singh, S., Skryabin, V. Y., Skryabina, A. A., Sohrabpour, A. A., Song, S., Tabaeian, S. P., Tadesse, E. G., Taheri, M., Tampa, M., Tan, K.-K., Tavakoli, A., Tbakhi, A., Tefera, B. N., Tehrani-Banihashemi, A., Tesfaw, H. M., Thapar, R., Thavamani, A., Tohidast, S. A., Tollosa, D. N., Tosti, M. E., Tovani-Palone, M. R., Traini, E., Tran, M. T. N., Trihandini, I., Tusa, B. S., Ullah, I., Vacante, M., Valadan Tahbaz, S., Valdez, P. R., Varthya, S. B., Vo, B., Waheed, Y., Weldesenbet, A. B., Woldemariam, M., Xu, S., Yahyazadeh Jabbari, S. H., Yaseri, M., Yeshaw, Y., Yi?it, V., Yirdaw, B. W., Yonemoto, N., Yu, C., Yunusa, I., Zahir, M., Zaki, L., Zamani, M., Zamanian, M., Zastrozhin, M. S., Vos, T., Ward, J. W. & Dirac, M. A., Aug 3 2022, In: The Lancet Gastroenterology & Hepatology. 7, 9, p. 796-829 34 p.

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

412 Scopus citations

GRAPH AUTOENCODER-BASED EMBEDDED LEARNING IN DYNAMIC BRAIN NETWORKS FOR AUTISM SPECTRUM DISORDER IDENTIFICATION

Noman, F., Yap, S. Y., Phan, R. C. W., Ombao, H. & Ting, C. M., Oct 18 2022, 2022 IEEE International Conference on Image Processing (ICIP). IEEE, p. 2891-2895 5 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

6 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

13 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

5 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

6 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

Locally Smoothed Gaussian Process Regression

Gogolashvili, D., Kozyrskiy, B. & Filippone, M., 2022, p. 2717-2726. 10 p.

Research output: Contribution to conference › Paper › peer-review

Open Access

6 Scopus citations

Local Random Feature Approximations of the Gaussian Kernel

Wacker, J. & Filippone, M., 2022, p. 987-996. 10 p.

Research output: Contribution to conference › Paper › peer-review

Open Access

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

5 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

13 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

22 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

32 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

12 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

6 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

4 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

10 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

5 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

5 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

2 Scopus citations

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

On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data

Roy, S., Choudhury, J. R. & Dutta, S., 2022, p. 9943-9968. 26 p.

Research output: Contribution to conference › Paper › peer-review

2 Scopus citations

Parallel Approximations of the Tukey g-and-h Likelihoods and Predictions for Non-Gaussian Geostatistics

Mondal, S., Abdulah, S., Ltaief, H., Sun, Y., Genton, M. G. & Keyes, D. E., 2022, Accepted in "International Parallel and Distributed Processing Symposium, 2022". IEEE

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Parallel space-time likelihood optimization for air pollution prediction on large-scale systems

Salvaña, M. L. O., Abdulah, S., Ltaief, H., Sun, Y., Genton, M. G. & Keyes, D. E., Jun 27 2022, Proceedings of the Platform for Advanced Scientific Computing Conference, PASC 2022. Association for Computing Machinery, Inc, 17. (Proceedings of the Platform for Advanced Scientific Computing Conference, PASC 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

5 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

12 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

Predicting Energy Consumption in Wastewater Treatment Plants through Light Gradient Boosting Machine: A Comparative Study

Harrou, F. & Sun, Y., Jan 3 2022, 2022 10th International Conference on Systems and Control (ICSC). IEEE

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

Randomized Multilevel Monte Carlo for Embarrassingly Parallel Inference

Jasra, A., Law, K. J. H., Tarakanov, A. & Yu, F., Mar 10 2022, Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation. Springer International Publishing, p. 3-21 19 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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

2 Scopus citations

Revisiting the Effects of Stochasticity for Hamiltonian Samplers

Franzese, G., Milios, D., Filippone, M. & Michiardi, P., 2022, p. 6744-6778. 35 p.

Research output: Contribution to conference › Paper › 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

38 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

4 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

5 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

7 Scopus citations

Spatio-Temporal Cross-Covariance Functions under the Lagrangian Framework with Multiple Advections

Salvaña, M. L. O., Lenzi, A. & Genton, M. G., 2022, (Accepted/In press) In: JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 118, 544, p. 2746-2761 16 p.

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

Open Access