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Hu, Y, Wu, M, Yuan, M, Wen, Y, Ren, P, Ye, S, Liu, F, Zhou, B, Fang, H, Wang, R, Ji, Z and Huang, R (2024) Accurate prediction of dielectric properties and bandgaps in materials with a machine learning approach. Applied Physics Letters, 125. ISSN 0003-6951

Zhou, B, Bennett, JE, Wickham, AP, Singleton, RK, Mishra, A, Carrillo-Larco, RM, Ikeda, N, Jain, L, Barradas-Pires, A, Heap, RA, Lhoste, VPF, Sheffer, KE, Phelps, NH, Rayner, AW, Gregg, EW, Woodward, M, Stevens, GA, Iurilli, MLC, Danaei, G, Di Cesare, M , Aguilar-Salinas, CA, Ahmad, NA, Bovet, P, Chen, Z, Damasceno, A, Filippi, SL, Janszky, I, Kengne, AP, Khang, Y-H, Khunti, K, Laxmaiah, A, Lim, L-L, Lissner, L, Margozzini, P, Mbanya, JCN, McGarvey, ST, Shaw, JE, Söderberg, S, Soto-Mota, LA, Wang, J, Zaccardi, F, Abarca-Gómez, L, Abbasi-Kangevari, M, Abdrakhmanova, S, Abdul Ghaffar, S, Abdul Rahim, HF, Abdurrahmonova, Z, Abu-Rmeileh, NM, Acosta-Cazares, B, Adam, I, Adamczyk, M, Aekplakorn, W, Agdeppa, IA, Aghazadeh-Attari, J, Agyemang, C, Ahmad, MH, Ahmadi, A, Ahmadi, N, Ahmadi, N, Ahmed, SH, Ahrens, W, Aitmurzaeva, G, Ajlouni, K, Al-Hazzaa, HM, Al-Hinai, H, Al-Lawati, JA, Al-Raddadi, R, Al Asfoor, D, Al Hourani, HM, Alarouj, M, AlBuhairan, F, AlDhukair, S, Ali, MM, Alieva, AV, Alkandari, A, Alkhatib, BM, Aly, E, Amarapurkar, DN, Amiano Etxezarreta, P, Amougou, N, Andersen, LB, Anderssen, SA, Androutsos, O, Anjana, RM, Ansari-Moghaddam, A, Anufrieva, E, Aounallah-Skhiri, H, Aris, T, Arku, RE, Arlappa, N, Aryal, KK, Assah, FK, Assembekov, B, Assunção, MCF, Auvinen, J, Avdičová, M, Azad, K, Azevedo, A, Azimi-Nezhad, M, Azizi, F, Bacopoulou, F, Bahijri, S, Bajramovic, I, Balakrishna, N, Bamoshmoosh, M, Banach, M, Bandosz, P, Banegas, JR, Baran, R, Barbagallo, CM, Barbosa Filho, V, Barceló, A, Baretić, M, Barnoya, J, Barrera, L, Barros, AJD, Barros, MVG, Basit, A, Bastos, JL, Batieha, AM, Batista, AP, Batista, RL, Battakova, Z, Baur, LA, Bayauli, PM, Bel-Serrat, S, Belavendra, A, Ben Romdhane, H, Benedek, T, Benedics, J, Benet, M, Benitez Rolandi, GE, Benzeval, M, Bere, E, Berger, N, Bergh, IH, Berkinbayev, S, Bernabe-Ortiz, A, Bettiol, H, Beybey, AF, Bezerra, J, Bhagyalaxmi, A, Bhargava, SK, Bika Lele, EC, Bikbov, MM, Bista, B, Bjelica, DJ, Bjerregaard, P, Bjertness, E, Bjertness, MB, Björkelund, C, Bloch, KV, Blokstra, A, Bo, S, Bobak, M, Boddy, LM, Boehm, BO, Boggia, JG, Bogova, E, Bonaccio, M, Bonilla-Vargas, A, Borghs, H, Botomba, S, Bourne, R, Boymatova, K, Braeckman, L, Braithwaite, T, Brajkovich, I, Branca, F, Brenner, H, Brewster, LM, Briceño, Y, Brinduse, L, Bringolf-Isler, B, Brito, M, Brug, J, Bugge, A, Buntinx, F, Buoncristiano, M, Burns, C, Cabrera de León, A, Caixeta, RB, Cama, T, Can, G, Cândido, APC, Cañete, F, Capanzana, MV, Čapková, N, Capuano, E, Capuano, R, Capuano, V, Cardoso, VC, Carlsson, AC, Casanueva, FF, Casas, M, Censi, L, Cervantes‐Loaiza, M, Chamnan, P, Chamukuttan, S, Chan, Q, Chaturvedi, N, Chen, F, Chen, H, Chen, L-S, Cheng, YJ, Cheraghian, B, Chetrit, A, Chikova-Iscener, E, Chinapaw, MJM, Chinnock, A, Chiolero, A, Chirita-Emandi, A, Chirlaque, M-D, Chong, CL, Christofaro, DG, Chudek, J, Cifkova, R, Cirillo, M, Claessens, F, Clare, P, Cohen, E, Confortin, SC, Coppinger, TC, Cortés, LY, Cosmin, CR, Costanzo, S, Cowan, MJ, Cowell, C, Crampin, AC, Cross, AJ, Crujeiras, AB, Cruz, JJ, Cucu, AM, Cureau, FV, Cuschieri, S, D'Arrigo, G, d'Orsi, E, da Silva-Ferreira, H, Dahm, CC, Dallongeville, J, Dankner, R, Davletov, K, de Assis Guedes de Vasconcelos, F, de Assis, MAA, De Bacquer, D, De Bacquer, J, de Bont, J, De Curtis, A, de Fragas Hinnig, P, de Gaetano, G, De Henauw, S, De Miguel-Etayo, P, de Oliveira, PD, de Paiva, KM, De Ridder, K, de Valois Correia Júnior, MA, Deepa, M, DeGennaro, VJ, Demarest, S, Dennison, E, Deschamps, V, Dhimal, M, Díez Ripollés, MP, Dika, Z, Djalalinia, S, Dominguez, L, Donati, MB, Donfrancesco, C, Dong, G, Donoso, SP, Dorobantu, M, Dörr, M, Dragano, N, Drygas, W, Du, S, Duante, CA, Duboz, P, Duda, RB, Duleva, VL, Dushpanova, A, Dyussupova, A, Dziankowska-Zaborszczyk, E, Ebrahimi, N, Echeverría, G, Eddie, R, Eftekhar, E, Efthymiou, V, Egbagbe, EE, Eghtesad, S, Ekelund, U, El-Khateeb, M, El Ati, J, Elosua, R, Enang, O, Erasmus, RT, Erem, C, Ergor, G, Eriksen, L, Eriksson, JG, Escobedo-de la Peña, J, Esmaeili, A, Evans, RG, Fakhradiyev, I, Fakhretdinova, AA, Fall, CH, Faramarzi, E, Farjam, M, Farzadfar, F, Farzi, Y, Fattahi, MR, Fawwad, A, Felix-Redondo, FJ, Ferguson, TS, Fernandes, RA, Fernández-Bergés, D, Fernando, DR, Ferrante, D, Ferrari, G, Ferrari, M, Ferreccio, C, Ferrer, E, Figueiró, TH, Fijalkowska, A, Fink, G, Fisberg, M, Forsner, M, Fottrell, EF, Fouad, HM, Francis, DK, Frontera, G, Fuchs, FD, Fuchs, SC, Furdela, V, Furusawa, T, Gabriela, SA, Gaciong, Z, Galán Cuesta, M, Galbarczyk, A, Galcheva, SV, Galfo, M, Garcia-de-la-Hera, M, Garcia, P, Garnett, SP, Gasull, M, Gazzinelli, A, Gehring, U, Gerdts, E, Ghaderi, E, Ghamari, S-H, Ghanbari, A, Ghasemi, E, Gheorghe-Fronea, O-F, Ghimire, A, Gialluisi, A, Giampaoli, S, Gianfagna, F, Gironella, G, Giwercman, A, Gkiouras, K, Glushkova, N, Godara, R, Godos, J, Goldberg, M, Gómez, G, Gómez Gómez, JH, Gomez, LF, Gómez, SF, Gomula, A, Gonçalves Cordeiro da Silva, B, Gonçalves, H, Gonçalves, M, González-Alvarez, AD, Gonzalez-Chica, DA, González-Gil, EM, Gonzalez-Gross, M, González-Rivas, JP, Gonzalez, AR, Gottrand, F, Grafnetter, D, Grajda, A, Grammatikopoulou, MG, Grodzicki, T, Grøholt, EK, Grøntved, A, Guajardo, V, Guallar-Castillón, P, Guerchet, M, Guerrero, R, Guimaraes, AL, Gujral, UP, Gulliford, MC, Gunter, MJ, Gupta, R, Gureje, O, Gurinović, MA, Gurzkowska, B, Gutierrez, L, Gwee, X, Haghshenas, R, Hakimi, H, Halkjær, J, Hambleton, IR, Hamzeh, B, Hanekom, WA, Hange, D, Hanif, AAM, Hantunen, S, Hao, J, Hardman, CM, Hardy, L, Hari Kumar, R, Harooni, J, Hashemi-Shahri, SM, Hassapidou, M, Hata, J, Haugsgjerd, T, Heinen, M, Hendriks, ME, Henrique, RDS, Henriques, A, Hernandez Cadena, L, Herrala, S, Herrera-Cuenca, M, Herrera, VM, Herter-Aeberli, I, Herzig, K-H, Heshmat, R, Hill, AG, Ho, SY, Holdsworth, M, Homayounfar, R, Homs, C, Hoogendijk, EO, Horimoto, ARVR, Hormiga, CM, Horta, BL, Houti, L, Howitt, C, Htay, TT, Htet, AS, Htike, MMT, Huerta, JM, Huhtaniemi, IT, Huiart, L, Huidumac Petrescu, C, Huisman, M, Husseini, A, Huybrechts, I, Hwalla, N, Iacoviello, L, Iakupova, EM, Iannone, AG, Igland, J, Ijoma, C, Iotova, V, Irazola, VE, Ishida, T, Isiguzo, GC, Islam, M, Islam, SMS, Islek, D, Ittermann, T, Ivanova-Pandourska, IY, Iwasaki, M, Jääskeläinen, T, Jackson, RT, Jaddou, HY, Jadoul, M, Jafar, T, Jan, N, Janus, E, Jarani, J, Jarnig, G, Jarvelin, M-R, Jasienska, G, Jelaković, A, Jelaković, B, Jha, AK, Jimenez, RO, Jöckel, K-H, Joffres, M, Jokelainen, JJ, Jonas, JB, Joshi, P, Joshi, R, Josipović, J, Joukar, F, Jóźwiak, JJ, Juolevi, A, Juresa, V, Jureša, V, Kaaks, R, Kaducu, FO, Kadvan, AL, Kafatos, A, Kajantie, EO, Kakutia, N, Kállayová, D, Kalmatayeva, Z, Kalter-Leibovici, O, Kannan, S, Kapantais, E, Karaglani, E, Karakosta, A, Karki, KB, Kassi Anicet, A, Katibeh, M, Katulanda, P, Katzmarzyk, PT, Kauhanen, J, Kazakbaeva, GM, Kaze, FF, Ke, C, Keinänen-Kiukaanniemi, S, Kelishadi, R, Kelleher, C, Kemper, HCG, Keramati, M, Kersting, M, Khader, YS, Khaledifar, A, Khalili, D, Kheiri, B, Kheradmand, M, Khosravi, A, Kiechl-Kohlendorfer, U, Kiechl, SJ, Kiechl, S, Kim, HC, Klakk, H, Klanarong, S, Klanova, J, Klimek, M, Knoflach, M, Kobel, S, Koirala, B, Kolle, E, Kolsteren, P, König, J, Korpelainen, R, Korrovits, P, Korzycka, M, Kos, J, Koskinen, S, Koussoh Simone, M, Kovács, É, Kovalskys, I, Kowlessur, S, Koziel, S, Kratenova, J, Kratzer, W, Kriemler, S, Kristensen, PL, Krizan, H, Kroker-Lobos, MF, Krokstad, S, Kruger, HS, Kruger, R, Kryst, Ł, Kubinova, R, Kujala, UM, Kujundzic, E, Kulaga, Z, Kulimbet, M, Kumari, M, Kunešová, M, Kurjata, P, Kyobutungi, C, La, QN, Labadarios, D, Lachat, C, Lai, D, Laid, Y, Lall, L, Landaeta Jimenez, M, Landais, E, Lankila, T, Lanska, V, Lappas, G, Larijani, B, Lateva, MP, Latt, TS, Laurenzi, M, Lazo-Porras, M, Le Coroller, G, Le Nguyen Bao, K, Lehtimäki, T, Lemogoum, D, Leong, E, Leszczak, J, Leung, GM, Li, Y, Liivak, M, Lim, C, Lim, W-Y, Lima-Costa, MF, Lin, H-H, Lind, L, Litwin, M, Liu, L, Liu, X, Longo Abril, G, Lopes, O, Lopez-Garcia, E, López-Gil, JF, Lopez, T, Lozano, JE, Lukrafka, JL, Luksiene, D, Lundqvist, A, Lunet, N, Lunogelo, C, Lustigová, M, M'Buyamba-Kabangu, J-R, Machado-Coelho, GLL, Machado-Rodrigues, AM, Macia, E, Madar, AA, Maestre, GE, Maggi, S, Magliano, DJ, Magnacca, S, Magriplis, E, Mahasampath, G, Maire, B, Makdisse, M, Malekpour, M-R, Malekzadeh, F, Malekzadeh, R, Mallikharjuna Rao, K, Malyutina, S, Maniego, LV, Manios, Y, Mann, JI, Mansour-Ghanaei, F, Manzato, E, Mapatano, MA, Maria-Magdalena, R, Mariño, J, Markaki, A, Marques, LP, Marrugat, J, Martorell, R, Maruszczak, K, Masala, G, Mascarenhas, LP, Masimango Imani, M, Masinaei, M, Mathiesen, EB, Matijasevich, A, Matłosz, P, Matsha, TE, Matsudo, V, Matteo, G, Maulik, PK, Mavrogianni, C, Mc Donald Posso, AJ, McFarlane, SR, McLean, RM, Mediene Benchekor, S, Mehlig, K, Mehrparvar, AH, Melgarejo, JD, Méndez, F, Mendivil, CO, Mendoza Montano, C, Menezes, AMB, Mensink, GBM, Mereke, A, Meshram, II, Meto, DT, Meyer, HE, Mi, J, Miłkowska, K, Miller, JC, Milushkina, O, Minderico, CS, Mini, GK, Miquel, JF, Miranda, JJ, Mirjalili, MR, Mišigoj-Duraković, M, Mistretta, A, Mocanu, V, Modesti, PA, Moghaddam, SS, Mohammad, K, Mohammadi, MR, Mohammadi, Z, Mohammadifard, N, Mohammadpourhodki, R, Mohan, V, Mohd Yusoff, MF, Mohebbi, I, Møller, NC, Molnár, D, Momenan, A, Mondo, CK, Monroy-Valle, MM, Montenegro Mendoza, RA, Monterrubio-Flores, E, Monyeki, KDK, Moon, JS, Moosazadeh, M, Moradpour, F, Moreira, LB, Morejon, A, Moreno, LA, Morgan, K, Moschonis, G, Moslem, A, Mosquera, M, Mossakowska, M, Mostafa, A, Mostafavi, S-A, Motlagh, ME, Motta, J, Moura-dos-Santos, MA, Mridha, MK, Msyamboza, KP, Mu, TT, Muca, F, Mugoša, B, Munroe, PB, Mursu, J, Musa, KI, Musić Milanović, S, Musil, V, Musinguzi, G, Mustafa, N, Muyer, MTM-C, Nabipour, I, Naidu, BM, Najafi, F, Nalecz, H, Námešná, J, Narayan, KMV, Naseri, T, Nathalie, M, Neelapaichit, N, Nejatizadeh, A, Nenko, I, Nervi, F, Neuhauser, HK, Ng, TP, Nguyen, CT, Nguyen, QV, Nguyen, QN, Ni, MY, Nie, P, Nieto-Martínez, RE, Niiranen, TJ, Ninomiya, T, Nishi, N, Nishtar, S, Noale, M, Noboa, OA, Nogueira, H, Norton, KI, Noto, D, Nowak-Szczepanska, N, Nsour, MA, Nuhoğlu, I, Nurk, E, Nuwaha, F, Nyirenda, M, O'Neill, TW, Ochimana, C, Ochoa-Avilés, AM, Oda, E, Odili, AN, Oh, K, Ohtsuka, R, Oldenburg, B, Olié, V, Omar, MA, Omar, SM, Onat, A, Ong, SK, Onland-Moret, NC, Ono, LM, Onodugo, O, Ordunez, P, Ornelas, R, Ortiz, AP, Ortiz, PJ, Osmond, C, Ostojic, SM, Ostovar, A, Otero, JA, Ottendahl, CB, Otu, A, Overvad, K, Owusu-Dabo, E, Padez, CP, Pagkalos, I, Pajula, N, Palloni, A, Palmieri, L, Pan, W-H, Panza, F, Paoli, M, Papadopoulou, SK, Pareja, RG, Park, S-W, Park, S, Parnell, WR, Parsaeian, M, Pascanu, IM, Pasquet, P, Patel, ND, Pavlyshyn, H, Pechlaner, R, Pećin, I, Pedro, JM, Peixoto, SV, Peltonen, M, Pereira, AC, Peres, KGDA, Peres, MA, Perez-Londoño, A, Pérez, CM, Peterkova, V, Petrovna Kovtun, O, Peykari, N, Pham, ST, Pichardo, RN, Pierre-Marie, P, Pikhart, H, Pilav, A, Piler, P, Piwonska, A, Pizarro, AN, Plata, S, Pop, RM, Popkin, BM, Popovic, SR, Porta, M, Poudyal, A, Pourfarzi, F, Pourshams, A, Poustchi, H, Pradeepa, R, Price, AJ, Prista, A, Providencia, R, Puder, JJ, Pudule, I, Puhakka, S, Puiu, M, Punab, M, Qorbani, M, Quialheiro, A, Quintana, HK, Quiroga-Padilla, PJ, Quoc Bao, T, Rach, S, Rahimikazerooni, S, Rahman, M, Raitakari, O, Rakhmatulloev, S, Rakovac, I, Ramachandran, A, Ramadan, OPC, Ramirez-Zea, M, Ramos, R, Rampal, L, Rampal, S, Ramsay, SE, Rangel Junior, JFLB, Rangel Reina, DA, Rangelova, LS, Rarra, V, Rashidi, M-M, Rech, CR, Redon, J, Regecová, V, Renner, JDP, Repasy, JA, Reuter, CP, Revilla, L, Reynolds, A, Rezaei, N, Rezaianzadeh, A, Riboli, E, Rigo, F, Rigotti, A, Riley, LM, Rinke de Wit, TF, Risérus, U, Ritti-Dias, RM, Roa, RG, Roccaldo, R, Rodríguez-Artalejo, F, Rodriguez-Perez, MDC, Rodríguez-Villamizar, LA, Rodríguez, AY, Roggenbuck, U, Rohloff, P, Rojas-Martinez, R, Romeo, EL, Rosario, RV, Rosengren, A, Rouse, I, Rubinstein, A, Ruiz-Betancourt, BS, Ruiz-Castell, M, Ruiz Moreno, E, Rusakova, IA, Rusek, W, Rust, P, Rutkowski, M, Saamel, M, Sabbaghi, H, Sachdev, HS, Sadjadi, A, Safarpour, AR, Safi, S, Saghi, MH, Saidi, O, Saieva, C, Sakata, S, Saki, N, Šalaj, S, Salazar Martinez, E, Salkhanova, A, Salonen, JT, Samoutian, M, Sánchez-Abanto, J, Sánchez Rodríguez, I, Santos, DA, Santos, IS, Santos, MP, Santos, TR, Saramies, JL, Sardinha, LB, Sarganas, G, Sarrafzadegan, N, Saum, K-U, Savin, S, Sbaraini, M, Scazufca, M, Schaan, BD, Schienkiewitz, A, Schindler, K, Schipf, S, Schmidt, AF, Schmidt, B, Schmidt, CO, Schöttker, B, Schramm, S, Schramm, S, Schröder, H, Schultsz, C, Schutte, AE, Sebert, S, Sedaghattalab, M, Sein, AA, Sen, A, Sepanlou, SG, Sequera, G, Ševčíková, Ľ, Sewpaul, R, Shamah-Levy, T, Shamshirgaran, SM, Sharafkhah, M, Sharma, SK, Sharman, A, Shayanrad, A, Shayesteh, AA, Shengelia, L, Shibuya, K, Shimizu-Furusawa, H, Shiri, R, Shoranov, M, Shrestha, N, Si-Ramlee, K, Sibai, AM, Sidossis, LS, Silva, AM, Silva, CRDM, Silva, DAS, Silva, KS, Sim, X, Simon, M, Sjöström, M, Skoblina, NA, Slowikowska-Hilczer, J, Slusarczyk, P, Smeeth, L, Smith, L, Soares, FC, Sobek, G, Sobngwi, E, Sodemann, M, Soemantri, A, Solfrizzi, V, Somi, MH, Sørgjerd, EP, Sorić, M, Soto-Rojas, VE, Soumaré, A, Sousa-Poza, A, Spiroski, I, Staessen, JA, Stang, A, Steene-Johannessen, J, Stehle, P, Stein, AD, Stergiou, GS, Stokwiszewski, J, Stoyanova, E, Stratton, G, Stronks, K, Sturua, L, Suarez-Ortegón, MF, Suebsamran, P, Sulo, G, Sundström, J, Suriyawongpaisal, P, Swinburn, BA, Sylva, RC, Szponar, L, Tai, ES, Tambalis, KD, Tamosiunas, A, Tanabayev, B, Tanrygulyyeva, M, Tarawneh, MR, Tarp, J, Tarqui-Mamani, CB, Taxová Braunerová, R, Te Velde, S, Tebar, WR, Tell, GS, Tello, T, Thankappan, KR, Theodoridis, X, Thirunavukkarasu, S, Thomas, N, Thrift, AG, Tichá, Ľ, Timmermans, EJ, Tjandrarini, DH, Tjonneland, A, Tolstrup, JS, Topbas, M, Torres-Collado, L, Touloumi, G, Traissac, P, Triantafyllou, A, Trivedi, A, Tshepo, L, Tsintavis, P, Tuitele, J, Tuliakova, AM, Tulloch-Reid, MK, Tullu, F, Tuomainen, T-P, Turley, ML, Tzala, E, Tzotzas, T, Tzourio, C, Ueda, P, Ugel, E, Ukoli, FAM, Usupova, Z, Uusitalo, HMT, Uysal, N, Valdivia, G, Valvi, D, van Dam, RM, van den Born, B-J, Van der Heyden, J, van der Schouw, YT, Van Lippevelde, W, Van Minh, H, Van Schoor, NM, van Valkengoed, IGM, Vanderschueren, D, Vanuzzo, D, Varela-Moreiras, G, Vargas, LN, Vasan, SK, Vasques, DG, Vega, T, Velasquez-Melendez, G, Velika, B, Verdot, C, Verloigne, M, Veronesi, G, Verschuren, WMM, Verstraeten, R, Viet, L, Vik, FN, Vilar, M, Villalpando, S, Vioque, J, Virtanen, JK, Visser, M, Viswanathan, B, Vladulescu, M, Völzke, H, Voutilainen, A, Vrijheid, M, Wade, AN, Wan Bebakar, WM, Wan Mohamud, WN, Wanderley Júnior, RDS, Wang, C, Wang, H, Wang, N, Wang, Q, Wang, X, Wang, YX, Wang, Y-W, Wannamethee, SG, Wareham, N, Wartha, O, Weber, A, Webster-Kerr, K, Wedderkopp, N, Weghuber, D, Wei, W, Westbury, L, Whincup, PH, Wickramasinghe, K, Widhalm, K, Widyahening, IS, Więcek, A, Wilks, RJ, Willeit, K, Willeit, P, Williams, J, Wilsgaard, T, Wojtyniak, B, Wong-McClure, RA, Wong, A, Wong, EB, Wu, FC, Wyszyńska, J, Xu, H, Xu, L, Yaacob, NA, Yan, L, Yan, W, Yang, Y, Yépez García, M, Yoosefi, M, Yoshihara, A, Younger-Coleman, NO, Yu, Y-L, Yu, Y, Yusoff, AF, Zafiropulos, V, Zainuddin, AA, Zamani, F, Zambon, S, Zampelas, A, Zapata, ME, Zaw, KK, Zdrojewski, T, Żegleń, M, Zejglicova, K, Zeljkovic Vrkic, T, Zhang, B, Zhang, Z-Y, Zhecheva, YV, Zholdin, B, Zimmet, P, Zins, M, Zuñiga Cisneros, J, Zuziak, M and Ezzati, M (2024) General and abdominal adiposity and hypertension in eight world regions: a pooled analysis of 837 population-based studies with 7·5 million participants. The Lancet, 404 (10455). pp. 851-863. ISSN 0140-6736

Cai, L, Li, W, Li, H, Zhou, B, He, L, Guo, W and Yang, Z (2024) Incorporation of energy-consumption optimization into multi-objective and robust port multi-equipment integrated scheduling. Transportation Research Part C: Emerging Technologies, 166. p. 1. ISSN 0968-090X

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Koh, SS, Zhou, B, Yang, P, Yang, Z, Fang, H and Feng, J (2019) Reinforcement Learning for Vehicle Route Optimization in SUMO. In: 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) . (The 16th IEEE Conference on Smart City, 28 - 30 June 2018, Exeter, UK).

Zhou, B, Maines, CL, Tang, SOT, Shi, Q, Yang, P, Yang, Q and Qi, J (2018) A 3D Security Modelling Platform for Social IoT Environments. IEEE Transactions on Computational Social Systems, 5 (4). pp. 1174-1188. ISSN 2329-924X

Brown, J, Gao, R, Ji, Z, Chen, J, Wu, J, Zhang, JF, Zhou, B, Shi, Q, Crawford, J and Zhang, WD (2018) A low-power and high-speed True Random Number Generator using generated RTN. In: 2018 IEEE Symposium on VLSI Technology . (2018 Symposia on VLSI Technology and Circuits, 18 June 2018 - 22 June 2018, Hawaii US).

Zhou, B, Maines, CL, Tang, SO and Shi, Q (2018) A Framework for the Visualisation of Cyber Security Requirements and its Application in BPMN. In: Parkinson, S, Crampton, A and Hill, R, (eds.) Guide to Vulnerability Analysis for Computer Networks and Systems. Springer, pp. 339-366. ISBN 978-3-319-92624-7

Truong, NB, Um, TW, Zhou, B and Lee, GM (2018) Strengthening the Blockchain-based Internet of Value with Trust. In: 2018 IEEE International Conference on Communications (ICC) . (IEEE International Conference on Communications (ICC), 20 May 2018 - 24 May 2018, Kansas City, USA).

Al-ani, R, Zhou, B, Shi, Q and Sagheer, A (2018) A Survey on Secure Safety Applications in VANET. In: 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) . (The 16th IEEE Conference on Smart City, 28 June 2018 - 30 June 2018, Exeter, UK).

Qi, J, Yang, P, Hanneghan, M, Tang, SO and Zhou, B (2018) A Hybrid Hierarchical Framework for Gym Physical Activity Recognition and Measurement Using Wearable Sensors. IEEE Internet of Things Journal. ISSN 2327-4662

Li, C, Tian, Q, Yu, R, Zhou, B, Xia, J, Burke, C, Dong, B, Tett, SFB, Freychet, N, Lott, F and Ciavarella, A (2018) Attribution of extreme precipitation in the lower reaches of the Yangtze River during May 2016. Environmental Research Letters, 13 (1). ISSN 1748-9326

Truong, NB, Um, TW, Zhou, B and Lee, GM (2017) From Personal Experience to Global Reputation for Trust Evaluation in the Social Internet of Things. In: GLOBECOM 2017 - 2017 IEEE Global Communications Conference . (IEEE GLOBECOM 2017, 04 December 2017 - 08 December 2017, Singapore).

Yang, Q, Jiang, L, Hao, W, Zhou, B, Yang, P and Lv, Z (2017) PMU Placement in Electric Transmission Networks for Reliable State Estimation against False Data Injection Attacks. IEEE Internet of Things Journal, 4 (6). pp. 1978-1986. ISSN 2327-4662

Brucker, A, Zhou, B, Malmignati, F, Shi, Q and Merabti, M (2017) Modelling, Validating, and Ranking of Secure Service Compositions. Software: Practice and Experience. ISSN 0038-0644

Zhou, B, Zhang, Q, Shi, Q, Yang, Q, Yang, P and Yu, Y (2017) Measuring Web Service Security in the Era of Internet of Things. Computers and Electrical Engineering. ISSN 0045-7906

Koh, SS, Zhou, B, Yang, P and Yang, Z (2017) Study of Group Route Optimization for IoT enabled Urban Transportation Network. In: 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) . (IEEE CPSCom/GreenCom/iThings/SmartData, 21 June 2017 - 23 June 2017, Exeter, Devon).

Koh, SS, Zhou, B, Yang, P and Yang, Z (2017) A Survey on Urban Traffic Optimisation for Sustainable and Resilient Transportation Network. In: Developments in eSystems Engineering (DeSE) . (9th International Conference on Developments in eSystems Engineering (DeSE), 31 August 2016 - 02 September 2016, Liverpool, UK).

Song, C, Sang, J and Zhou, B (2016) A High Security Buyer-Seller Watermark Protocol based on Iris Biometric. Recent Advances in Electrical & Electronic Engineering, 9 (2). pp. 124-131. ISSN 2352-0965

Zhou, B, Shi, Q and Yang, P (2016) A Survey on Quantitative Evaluation of Web Service Security. In: The 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 23 August 2016 - 26 August 2016, Tianjin, China.

Bentham, J, Di Cesare, M, Stevens, GA, Zhou, B, Bixby, H, Cowan, M, Fortunato, L, Bennett, JE, Danaei, G, Hajifathalian, K, Lu, Y, Riley, LM, Laxmaiah, A, Kontis, V, Paciorek, CJ, Ezzati, M, Abdeen, ZA, Hamid, ZA, Abu-Rmeileh, NM, Acosta-Cazares, B , Adams, R, Aekplakorn, W, Aguilar-Salinas, CA, Agyemang, C, Ahmadvand, A, Ahrens, W, Al-Hazzaa, HM, Al-Othman, AR, Raddadi, RA, Ali, MM, Alkerwi, A, Alvarez-Pedrerol, M, Aly, E, Amouyel, P, Amuzu, A, Andersen, LB, Anderssen, SA, Anjana, RM, Aounallah-Skhiri, H, Ariansen, I, Aris, T, Arlappa, N, Arveiler, D, Assah, FK, Avdicová, M, Azizi, F, Babu, BV, Bahijri, S, Balakrishna, N, Bandosz, P, Banegas, JR, Barbagallo, CM, Barceló, A, Barkat, A, Barros, MV, Bata, I, Batieha, AM, Batista, RL, Baur, LA, Beaglehole, R, Romdhane, HB, Benet, M, Bernabe-Ortiz, A, Bernotiene, G, Bettiol, H, Bhagyalaxmi, A, Bharadwaj, S, Bhargava, SK, Bhatti, Z, Bhutta, ZA, Bi, H, Bi, Y, Bjerregaard, P, Bjertness, E, Bjertness, MB, Björkelund, C, Blokstra, A, Bo, S, Bobak, M, Boddy, LM, Boehm, BO, Boeing, H, Boissonnet, CP, Bongard, V, Bovet, P, Braeckman, L, Bragt, MCE, Brajkovich, I, Branca, F, Breckenkamp, J, Brenner, H, Brewster, LM, Brian, GR, Bruno, G and Bueno-de-Mesquita, HB (2016) A century of trends in adult human height. eLife, 5. ISSN 2050-084X

Di Cesare, M, Bentham, J, Stevens, GA, Zhou, B, Danaei, G, Lu, Y, Bixby, H, Cowan, MJ, Riley, LM, Hajifathalian, K, Fortunato, L, Taddei, C, Bennett, JE, Ikeda, N, Khang, Y-H, Kyobutungi, C, Laxmaiah, A, Li, Y, Lin, H-H, Miranda, JJ , Mostafa, A, Turley, ML, Paciorek, CJ, Gunter, M, Ezzati, M, Abdeen, ZA, Hamid, ZA, Abu-Rmeileh, NM, Acosta-Cazares, B, Adams, R, Aekplakorn, W, Aguilar-Salinas, CA, Ahmadvand, A, Ahrens, W, Ali, MM, Alkerwi, A, Alvarez-Pedrerol, M, Aly, E, Amouyel, P, Amuzu, A, Andersen, LB, Anderssen, SA, Andrade, DS, Anjana, RM, Aounallah-Skhiri, H, Ariansen, I, Aris, T, Arlappa, N, Arveiler, D, Assah, FK, Avdicova, M, Azizi, F, Babu, BV, Balakrishna, N, Bandosz, P, Banegas, JR, Barbagallo, CM, Barcelo, A, Barkat, A, Barros, MV, Bata, I, Batieha, AM, Batista, RL, Baur, LA, Beaglehole, R, Ben Romdhane, H, Benet, M, Bernabe-Ortiz, A, Bernotiene, G, Bettiol, H, Bhagyalaxmi, A, Bharadwaj, S, Bhargava, SK, Bhatti, Z, Bhutta, ZA, Bi, H, Bi, Y, Bjerregaard, P, Bjertness, E, Bjertness, MB, Bjorkelund, C, Blake, M, Blokstra, A, Bo, S, Bobak, M, Boddy, LM, Boehm, BO, Boeing, H, Boissonnet, CP, Bongard, V, Bovet, P, Braeckman, L, Bragt, MCE, Brajkovich, I, Branca, F, Breckenkamp, J, Brenner, H, Brewster, LM, Brian, GR, Bruno, G, Bueno-de-Mesquita, HBA, Bugge, A, Burns, C, Cabrera de Leon, A, Cacciottolo, J, Cama, T, Cameron, C, Camolas, J, Can, G, Candido, APC, Capuano, V, Cardoso, VC, Carvalho, MJ, Casanueva, FF, Casas, J-P, Caserta, CA, Castetbon, K, Chamukuttan, S, Chan, AW, Chan, Q, Chaturvedi, HK, Chaturvedi, N, Chen, C-J, Chen, F, Chen, H, Chen, S, Chen, Z, Cheng, C-Y, Chetrit, A, Chiolero, A, Chiou, S-T, Chirita-Emandi, A, Cho, Y, Christensen, K, Chudek, J, Cifkova, R, Claessens, F, Clays, E, Concin, H, Cooper, C, Cooper, R, Coppinger, TC, Costanzo, S, Cottel, D, Cowell, C, Craig, CL, Crujeiras, AB, D'Arrigo, G, d'Orsi, E, Dallongeville, J, Damasceno, A, Damsgaard, CT, Danaei, G, Dankner, R, Dauchet, L, De Backer, G, De Bacquer, D, de Gaetano, G, De Henauw, S, De Smedt, D, Deepa, M, Deev, AD, Dehghan, A, Delisle, H, Delpeuch, F, Dhana, K, Di Castelnuovo, AF, Dias-da-Costa, JS, Diaz, A, Djalalinia, S, Do, HTP, Dobson, AJ, Donfrancesco, C, Doering, A, Doua, K, Drygas, W, Egbagbe, EE, Eggertsen, R, Ekelund, U, El Ati, J, Elliott, P, Engle-Stone, R, Erasmus, RT, Erem, C, Eriksen, L, Escobedo-de la Pena, J, Evans, A, Faeh, D, Fall, CH, Farzadfar, F, Felix-Redondo, FJ, Ferguson, TS, Fernandez-Berges, D, Ferrante, D, Ferrari, M, Ferreccio, C, Ferrieres, J, Finn, JD, Fischer, K, Monterubio Flores, E, Foeger, B, Foo, LH, Forslund, A-S, Fortmann, SP, Fouad, HM, Francis, DK, Franco, MDC, Franco, OH, Frontera, G, Fuchs, FD, Fuchs, SC, Fujita, Y, Furusawa, T, Gaciong, Z, Gafencu, M, Gareta, D, Garnett, SP, Gaspoz, J-M, Gasull, M, Gates, L, Geleijnse, JM, Ghasemian, A, Giampaoli, S, Gianfagna, F, Giovannelli, J, Giwercman, A, Goldsmith, RA, Gonzalez Gross, M, Gonzalez Rivas, JP, Bonet Gorbea, M, Gottrand, F, -Iversen, SG, Grafnetter, D, Grajda, A, Grammatikopoulou, MG, Gregor, RD, Grodzicki, T, Grontved, A, Gruden, G, Grujic, V, Gu, D, Guan, OP, Gudnason, V, Guerrero, R, Guessous, I, Guimaraes, AL, Gulliford, MC, Gunnlaugsdottir, J, Gunter, M, Guo, XH, Guo, Y, Gupta, PC, Gureje, O, Gurzkowska, B, Gutierrez, L, Gutzwiller, F, Halkjaer, J, Hardy, R, Kumar, RH, Hayes, AJ, He, J, Hendriks, ME, Hernandez Cadena, L, Heshmat, R, Hihtaniemi, IT, Ho, SY, Ho, SC, Hobbs, M, Hofman, A, Hormiga, CM, Horta, BL, Houti, L, Htay, TT, Htet, AS, Htike, MMT, Hu, Y, Hussieni, AS, Chinh, NH, Huybrechts, I, Hwalla, N, Iacoviello, L, Iannone, AG, Ibrahim, MM, Ikeda, N, Ikram, MA, Irazola, VE, Islam, M, Iwasaki, M, Jackson, RT, Jacobs, JM, Jafar, T, Jamil, KM, Jamrozik, K, Jasienska, G, Jiang, CQ, Joffres, M, Johansson, M, Jonas, JB, Jorgensen, T, Joshi, P, Juolevi, A, Jurak, G, Juresa, V, Kaaks, R, Kafatos, A, Kalter-Leibovici, O, Kapantais, E, Kasaeian, A, Katz, J, Kaur, P, Kavousi, M, Keil, U, Boker, LK, Kelishadi, R, Kemper, HHCG, Kengne, AP, Kersting, M, Key, T, Khader, YS, Khalili, D, Khang, Y-H, Khaw, K-TH, Khouw, IMSL, Kiechl, S, Killewo, J, Kim, J, Kiyohara, Y, Klimont, J, Kolle, E, Kolsteren, P, Korrovits, P, Koskinen, S, Kouda, K, Koziel, S, Kratzer, W, Krokstad, S, Kromhout, D, Kruger, HS, Kula, K, Kulaga, Z, Kumar, RK, Kusuma, YS, Kuulasmaa, K, Kyobutungi, C, Laamiri, FZ, Laatikainen, T, Lachat, C, Laid, Y, Lam, TH, Landrove, O, Lanska, V, Lappas, G, Laugsand, LE, Laxmaiah, A, Khanh, LNB, Le, TD, Leclercq, C, Lee, J, Lee, J, Lehtimaki, T, Lekhraj, R, Leon-Munoz, LM, Li, Y, Lim, W-Y, Fernanda Lima-Costa, M, Lin, H-H, Lin, X, Linneberg, A, Lissner, L, Litwin, M, Liu, J, Lorbeer, R, Lotufo, PA, Eugenio Lozano, J, Luksiene, D, Lundqvist, A, Lunet, N, Lytsy, P, Ma, G, Machi, S, Maggi, S, Magliano, DJ, Makdisse, M, Malekzadeh, R, Malhotra, R, Rao, KM, Manios, Y, Mann, JI, Manzato, E, Margozzini, P, Markey, O, Marques-Vidal, P, Marrugat, J, Martin-Prevel, Y, Martorell, R, Masoodi, SR, Matsha, TE, Mazur, A, Mbanya, JCN, McFarlane, SR, McGarvey, ST, McKee, M, McLachlan, S, McLean, RM, McNulty, BA, Yusof, SM, Mediene-Benchekor, S, Meirhaeghe, A, Meisinger, C, Mendes, LL, Menezes, AMB, Mensink, GBM, Meshram, II, Metspalu, A, Mi, J, Michaelsen, KF, Mikkel, K, Miller, JC, Francisco Miquel, J, Jaime Miranda, J, Misigoj-Durakovic, M, Mohamed, MK, Mohammad, K, Mohammadifard, N, Mohan, V, Yusoff, MFM, Molbo, D, Moller, NC, Molnar, D, Mondo, CK, Monterrubio, EA, Monyeki, KDK, Moreira, LB, Morejon, A, Moreno, LA, Morgan, K, Mortensen, EL, Moschonis, G, Mossakowska, M, Mostafa, A, Mota, J, Motlagh, ME, Motta, J, Mu, TT, Muiesan, ML, Mueller-Nurasyid, M, Murphy, N, Mursu, J, Murtagh, EM, Musa, KI, Musil, V, Nagel, G, Nakamura, H, Namesna, J, Nang, EEK, Nangia, VB, Nankap, M, Narake, S, Maria Navarrete-Munoz, E, Nenko, I, Neovius, M, Nervi, F, Neuhauser, HK, Nguyen, ND, Quang, NN, Nieto-Martinez, RE, Ning, G, Ninomiya, T, Nishtar, S, Noale, M, Norat, T, Noto, D, Al Nsour, M, O'Reilly, D, Ochoa-Aviles, AM, Oh, K, 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P, Voutilainen, S, Vrijheid, M, Wade, AN, Wagner, A, Walton, J, Mohamud, WNW, Wang, M-D, Wang, Q, Wang, YX, Wannamethee, SG, Wareham, N, Weerasekera, D, Whincup, PH, Widhalm, K, Widyahening, IS, Wiecek, A, Wilks, RJ, Willeit, J, Wojtyniak, B, Wong, JE, Wong, TY, Woo, J, Woodward, M, Wu, FC, Wu, J, Wu, SL, Xu, H, Xu, L, Yamborisut, U, Yan, W, Yang, X, Yardim, N, Ye, X, Yiallouros, PK, Yoshihara, A, You, QS, Younger-Coleman, NO, Yusoff, AF, Zainuddin, AA, Zambon, S, Zdrojewski, T, Zeng, Y, Zhao, D, Zhao, W, Zheng, Y, Zhou, M, Zhu, D, Zimmermann, E and Zuniga Cisneros, J (2016) Trends in adult body-mass index in 200 countries from 1975 to 2014: a pooled analysis of 1698 population-based measurement studies with 19.2 million participants. LANCET, 387 (10026). pp. 1377-1396. ISSN 0140-6736

Brumfitt, H, Askwith, RJ and Zhou, B (2015) Protecting Future Personal Computing: Challenging Traditional Network Security Models. In: 13th IEEE International Conference on Dependable, Autonomic and Secure Computing . pp. 1772-1779. (13th IEEE International Conference on Dependable, Autonomic and Secure Computing, 26th - 28th October 2015, Livepool UK).

Brumfitt, H, Askwith, RJ and Zhou, B (2015) Lightweight Forensics Application: Lightweight Approach to Securing Mobile Devices. In: 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM) . pp. 795-800. (The 15th IEEE International Conference on Computer and Information Technology, 26th - 28th October 2015).

Koh, SS and Zhou, B (2015) BPMN Security Extensions for Healthcare Process. In: 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM) . pp. 2340-2345. (2015 IEEE International Conference on Pervasive Intelligence and Computing, 26th - 28th October 2015, Liverpool UK).

Zhou, B, Shi, Q, Asim, M and Zarzosa, S (2015) A Policy Specification Language for Composite Services. In: The Fifth International Conference on Advanced Collaborative Networks, Systems and Applications, 11th - 16th October 2015, St. Julians, Malta.

Zhang, Q, Xu, Z and Zhou, B (2015) Group consensus measurement in MADM with multiple preference formats. Journal of Decision Systems, 24 (2). pp. 146-158. ISSN 1246-0125

Su, M, Li, F, Tang, Z, Yu, Y and Zhou, B (2014) An Action-Based Fine-Grained Access Control Mechanism for Structured Documents and Its Application. Scientific World Journal. ISSN 1537-744X

Zhou, B (2007) SUIDS : a resource-efficient intrusion detection system for ubiquitous computing environments. Doctoral thesis, Liverpool John Moores University.

Maines, CL, Zhou, B, Tang, SOT and Shi, Q Towards a Framework for the Extension and Visualisation of Cyber Security Requirements in Modelling Language. In: Developments in eSystems Engineering, 14 June 2017 - 16 June 2017, Paris, France. (Accepted)

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