文献类型: 外文期刊
作者: Li, Shu 1 ; Zaidi, Nayyar A. 3 ; Du, Meijie 1 ; Zhou, Zhou 1 ; Zhang, Hongfei 1 ; Li, Gang 4 ;
作者机构: 1.Chinese Acad Sci, Inst Informat Engn, Beijing 100085, Peoples R China
2.Natl Engn Res Ctr Informat Secur, Beijing 100085, Peoples R China
3.Deakin Univ, Sch Informat Technol, Geelong, Vic 3216, Australia
4.Deakin Univ, Ctr Cyber Secur Res & Innovat, Geelong, Vic 3216, Australia
关键词: Property graph; Graph representation learning; GraphSAGE; Biased sampling; Latent connection
期刊名称:KNOWLEDGE AND INFORMATION SYSTEMS ( 影响因子:2.7; 五年影响因子:3.3 )
ISSN: 0219-1377
年卷期: 2023 年
页码:
收录情况: SCI
摘要: Graph representation learning (graph embedding) has led to breakthrough results in various machine learning graph-based applications such as node classification, link prediction and recommendation. Many real-world graphs can be characterized as the property graphs, because besides the structure information, there exists rich property information related to each node in the graphs. Many existing graph representation learning methods-e.g. random walk-based methods like DeepWalk and Node2vec, focus only on the structure of graph for learning the node embedding. Although graph representation learning based on neural networks (e.g. typical GNN methods such as GraphSAGE) uses the property of nodes as the initial features of nodes and then aggregates feature information of the neighbours, their limitation is that the neighbourhood of a node is considered to be uniform-i.e. there is no way to differentiate among neighbours of a node when learning a node embedding. Additionally, their definition of neighbourhood is local, i.e. only nodes connected to the current node are considered as neighbours. Hence, those methods fail to capture implicit/latent relationships among nodes, which are implicit in the given structure. In this study, our aim is to improve the performance of graph representation learning methods on property graphs. We present a new framework called Enhanced Property Graph Embedding (EPGE)-a graph representation learning framework to address above-mentioned limitations. Our proposed framework relies on the notion of latent neighbourhood, as well as systematic sampling of neighbouring nodes to obtain better representation of the nodes. The experimental results on five publicly available graph datasets demonstrate that EPGE outperforms state-of-the-art baselines for the task of node classification. We further evaluate the superiority of our proposed formulation by defining a novel quantitative metric to measure the usefulness of the sampled neighbourhood in the graph.
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Wyse;Bouskila, Amos;Shacham, Boaz;Gossa, Tegenu;Ballerio, Alberto;Allievi, Alessandro;de Jager, Gerhard;Petroni, Giulio;Peruzzi, Lorenzo;D'Antraccoli, Marco;Serra, Valentina;Bisi, Alessandro;Chiarucci, Alessandro;Hilpold, Andreas;Rosso, Antonietta;Sciuto, Francesco;Mingozzi, Antonio;Giovanni, Boano;Massa, Bruno;Marrone, Federico;Vecchioni, Luca;Guarino, Riccardo;Giusto, Carlo;Lombardi, Chiara;Nepi, Chiara;Scaccini, Davide;Fontaneto, Diego;Banfi, Enrico;Rigato, Fabrizio;Galasso, Gabriele;Chiozzi, Giorgio;Gallo, Enrico;Bertasi, Fabio;Bartolucci, Fabrizio;Fabbriciani, Fabrizio;Andreone, Franco;Polgar, Gianluca;Filibeck, Goffredo;Tessa, Giulia;Gardini, Giulio;Fenu, Giuseppe;Mazzini, Ilaria;Langeneck, Joachim;Bartolozzi, Luca;Bologna, Marco A.;Abeli, Thomas;Dellacasa, Marco;Uliana, Marco;Novarini, Nicola;Faccoli, Massimo;Majorano, Paolo;Zilioli, Michele;Raia, Pasquale;Cerretti, Pierfilippo;Poggi, Roberto;Bertolino, Sandro;Orsenigo, Simone;Martellos, Stefano;Greuter, Werner;Greuter, Werner;Kouakou, Lombart Maurice;Kato, Daichi;Yadav, Harsh;Chiba, Hideyuki;Chiba, Hideyuki;Yoshitomi, Hiroyuki;Kakui, Keiichi;Kwak, Mackenzie L.;Dick, Matthew H.;Ikuno, Kenji;Genka, Masaaki;Yano, Okihito;Kakizoe, Showtaro;Hellemans, Simon;Jashenko, Roman;Dujsebayeva, Tatjana;Kabak, Ilya;Kabak, Ilya;Katumo, Daniel Mutavi;Baasanmunkh, Shukherdorj;Choi, Hyeok Jae;Shin, Jae-Seo;Eun, Lim Ji;Jung, Eui-Kwon;Kim, Young-Dong;Lazkov, Georgii;Strijk, Joeri Sergej;Shavrin, Alexey;Greke, Kristine;Kalnins, Martins;Petrasiunas, Andrius;Uogintas, Domas;Stonis, Jonas R.;Gudzinskas, Zigmantas;Sokolova, Elena;Kharchenko, Viktoria;Andriambololonera, Sylvie;Kumaran, Jayaraj Vijaya;Appalasamy, Suganthi;Prozorov, Alexey M.;Dembele, Jacques;Hanan Alipi, Ana Maria;Solano Gomez, Aniceto Rodolfo;Maruri-Aguilar, Beatriz;Ramirez Diaz, Claudia Janeth;Carnevali Fernandez-Concha, German;Ramirez-Morillo, Ivon M.;Stefano Duno, Rodrigo;Delgadillo-Moya, Claudio;Prieto Torres, David Alexander;Daniel Tejero-Diez, J.;Meave, Jorge A.;Alvarado Cardenas, Leonardo Osvaldo;Terrazas, Teresa;Barradas, Victor L.;Adilson Pinedo-Escatel, J.;Murugan, Gopal;Ruiz Sanchez, Eduardo;Sanchez Martinez, Emiliano;Hernandez Martinez, Maria Magdalena;Gomez-Noguez, Felipe;Montiel Canales, Gustavo;Socorro Gonzalez-Elizondo, M.;Gonzalez Elizondo, Martha;Rolando Bastida-Zavala, J.;del Socorro Garcia-Madrigal, Maria;Alvarado Rodriguez, Jose Fernando;Lopez Mata, Lauro;Gonzalez Ledesma, Manuel;Ramirez-Marcial, Neptali;Cuevas Guzman, Ramon;Martinez-Camilo, Rub'n;Adilson Pinedo-Escatel, J.;Boldgiv, Bazartseren;Mathieu, Chambouleyron;Lermmel, Claude;Leger, Jean-Francois;Farooq, Harith;Irish, John;Shrestha, Krishna;Dop, A. J.;van der Geer, Alexandra;Jaramillo, Angelica Cibrian;Gielis, Cornelis (Cees);Simons, Erik;Sangster, George;Kronenberg, Gijs C.;Henrot, Jacqueline;Arntzen, Jan W.;Monsch, Kenneth A.;Duistermaat, Leni;Schilthuizen, Menno;d'Oliveira, Micha C.;van Eck, Andre P. W.;Egberts, E.;Peeters, Edwin;Sival, Francisca;Kessels, Han;Rutjes, Hendrikus Antonius;van Dam, Herman;Huang, Huasheng;van Eck, Iris;Klinge, Marcel;Graveland, Jaap;van der Vleuten, Jan;van Zuijlen, Jan Willem;Stroom, Jasper;Collombon, Miriam;van Valkenburg, Johan;Melis, John;Bruins, Linda;Knapp, Markus;Soesbergen, Martin;Beuk, Paul L. T.;van Els, Paul;Haveman, Rense;Lansdown, Richard;Suijkerbuijk, Rob;Pot, Roelf;van Manen, Willem;Marshall, Andrew;de Lange, Peter J.;Blanchon, Dan;Early, John W.;Leduc, Daniel;Gordon, Dennis Preston;Kelly, Michelle;Lowe, David J.;Gordon, Dennis;Ford, Kerry;Harper, Margaret;Marinov, Milen;Marinov, Milen;Maes, Jean-Michel;Perez, Rosa Maria Reyes;Valqui, Thomas;Seid, Abel Gizaw;Langangen, Anders;Bjora, Charlotte Sletten;Di Martino, Emanuela;Nakrem, Hans Arne;Lifjeld, Jan T.;Eidesen, Pernille Bronken;Elven, Reidar;Gusarov, Vladimir I.;Tandberg, Anne Helene Solberg;Andersson, Carin;Westergaard, Kristine Bakke;Ekrem, Torbjorn;Malaquias, Manuel Antonio E.;Majid, Abdul;Hanif, Uzma;Aiello, Annette;Carrion, Juan F.;Garcete-Barrett, Bolivar R.;Soria Rey, Nelida;Cano, Asuncion;Rojas-Fox, Jenny;Reynel Rodriguez, Carlos;Heredia Huarino, Din Olger;Fany Palomino, Elva;Gagliardi-Urrutia, Giussepe;Pino, Guillermo;Trevino Zevallos, Italo Francisco;Trevino Zevallos, Italo Francisco;Cabrera Melendez, Jorge Luis;Cabrera Melendez, Jorge Luis;Dupo, Aimee Lynn;Lit, Ireneo L., Jr.;Lucanas, Cristian C.;General, David Emmanuel M.;Tolentino, Haira Jill;Calaramo, Michael Agbayani;Calaramo, Michael Agbayani;Kaczmarek, Adam;Kaim, Andrzej;Hryniewicz, Krzysztof;Taszakowski, Artur;Tokarska-Guzik, Barbara;Wisniowski, Bogdan;Moniuszko, Hanna;Garcia-Cunchillos, Ivan;De Baets, Kenneth;Talanda, Mateusz;Wieclaw, Helena;Koopman, Jacob;Tyszka, Jaroslaw;Lis, Jerzy;Piatek, Marcin;Wanat, Marek;Zakrzewska, Marta;Kuklinski, Piotr;Salamatin, Ruslan;Solarz, Wojciech;Casimiro Justo Carapeto, Andre de Matos;Muriel, Andreu Santin;Sampaio, Iris;Calado, Antonio Jose;Esquete, Patricia;Sa, Artur A.;Serrano, Artur R. M.;Gois-Marques, Carlos A.;Vila-Vicosa, Carlos;Parrinha, Diogo;Grosso-Silva, Jose Manuel;Ceriaco, Luis M. P.;Sillero, Neftali;Semedo, Thiago;Farminhao, Joao;Pereira, Leonel;Carvalho, Rafael;Juan-Ovejero, Raquel;Timoteo, Sergio;Capelo, Jorge;Naves, Pedro;Picarra d'Almeida, Jose M.;Lopes, Luis Filipe;Mateus, Octavio;Bento, Marta;Keller, Roberto;Corley, Martin;de Sequeira, Miguel Menezes;Oliveira, Paulo;Schwarzer, Udo;Burrowes, Patricia A.;Nawaz, Muhammad Ali;Indreica, Adrian;Oprea, Adrian;Tanase, Catalin;Iorgu, Ionut Stefan;Fusu, Lucian;Nicolin, Alma;Manci, Cosmin-Ovidiu;Cogalniceanu, Dan;Rusti, Dorel M.;Iorgu, Elena;Ruprecht, Eszter;Thomas, Kuhn;Puscas, Mihai;Pap, Peter Laszlo;Popescu, Floriana;Majoros, Gabor;Berchi, Gavril Marius;Iorgu, Ionut Stefan;Parvulescu, Lucian;Skolka, Marius;Anastasiu, Paulina;Evsyukov, Aleksandr;Bannikov, Alexander F.;Karhu, Alexander;Pakhnevich, Alexey;Shmakov, Alexey S.;Lopatin, Alexey V.;Mirantsev, Georgy V.;Shuvalova, Julia;Tarasenko, Konstantin K.;Zelenkov, Nikita;Parkhaev, Pavel;Kudryavtsev, Alexander;Stekolnikov, Alexandr;Korotyaev, Boris A.;Kataev, Boris;Baryshnikov, Gennady;Sinev, Sergey;Prokin, Alexander;Prosvirov, Alexander S.;Lyskov, Dmitry;Dunayev, Evgeniy;Samsonova, Irina;Nuraliev, Maxim;Nazarov, Roman;Ebel, Alexandr L.;Rasnitsyn, Alexandr P.;Bashkuev, Alexey;Kopylov, Dmitry;Kravchenko, Alexei;Kotov, Alexey A.;Neplyukhina, Alisa A.;Fedorenko, Dmitry;Medvedev, Alexey A.;Legalov, Andrei A.;Samdan, Andrey;Matalin, Andrey V.;Makarov, Kirill V.;Zhuravlev, Andrey V.;Leostrin, Artem;Denis, Melnikov G.;Sinev, Artem Y.;Sokoloff, Dmitry;Zdravchev, Nikita;Genrik, Davidian;Lifanov, Dmitry A.;Vorontsov, Dmitry;Mychko, Eduard V.;Andrey, Efremov;Leonid, Egorov;Muchnik, Evgeniya;Popov, Evgeny V.;Farzalieva, Gyulli;Fefelov, Igor;Mikhailov, Kirill;Klimova, Ksenia G.;Bagmet, Larisa;Shestakov, Lev;Julia, Lovtsova;Pavlova, Lyudmila Mikhailovna;Nabozhenko, Maxim;Nabozhenko, Maxim;Vinarski, Maxim;Terekhina, Natalia;Serebryanyi, Michael;Andreyenkova, Natalya;Poyarkov, Nikolay A., Jr.;Fedosov, Vladimir;Khramtsov, Pavel;Khramov, Peter;Tshernyshev, Sergei E.;Desiatkin, Vladislav;Mikhailov, Yuri;Sundukov, Yurii N.;Evgeniy, Zinovyev;Soliman, Ahmed M.;Ndiaye, Abdoulaye Baila;Bernard, Mingou Paterne Arnaud;Cetkovic, Aleksandar;Petrovic, Andeljko;Stojanovic, Dalibor Z.;Vujic, Mihailo;Sevic, Mirko;Simonovic, Predrag;Maric, Sasa;Nikolic, Vera;Gojsina, Vukasin;Vujic, Mihailo;Ascher, John S.;Ascher, John S.;Ascher, John S.;Kantor, Adam;Guttova, Anna;Zozomova, Judita;Marhold, Karol;Mereda, Pavol, Jr.;Spaniel, Stanislav;Jablonski, Daniel;Marhold, Karol;Hemala, Vladimir;Carni, Andraz;Gelle, Faisal Jama;Gelle, Faisal Jama;Bytebier, Benny;Brothers, Denis;Deschodt, Christian M.;Aylward, Janneke;da Costa-Silva, Vinicius;Gwynne-Evans, David;Daniel, Gimo M.;Mostovski, Mike;Steyn, Hester;Engelbrecht, Ian;van Rooy, Jacques;Victor, Janine;Quick, Lynne J.;Mlambo, Musa C.;Stals, Riaan;van Mazijk, Ruan;Dippenaar, Susan;Jesus Munoz-Pajares, A.;Garcia-Munoz, Ana;Fernandez Ceular, Angel;Blanca, Gabriel;Benitez, Guillermo;Grande Allende, Jose Ramon;Lorite, Juan;Abdelaziz, Mohamed;Fernandez Jimenez, Santiago;Perez-Haase, Aaron;Blanco-Moreno, Jose M.;Ninot, Josep M.;Lahora, Agustin;Rodriguez-Fernandez, Alberto;Fernandez Salegui, Ana Beleen;Vega Maray, Ana Maria;Ordiz, Andres;Pinto-Carrasco, Daniel;Alfaro-Saiz, Estrella;Llamas, Felix;Rodriguez Garcia, Laura;Redondo, Raquel Alonso;Madera, Raol Lois;Valencia Barrera, Rosa Ma;del Rio, Sara;Ferrero Vaquero, Victoria;Morales-Alonso, Ana;Maria Iriondo, Jose;Ortega-Olivencia, Ana;Lopez Nieto, Eusebio;Valtuena, Francisco J.;Garcia Sanchez-Ramal, Gregorio;Maya Manzano, Jose Maria;Lopez Martinez, Josefa;Navarro Perez, Maria Luisa;Rodriguez Riano, Tomas;Baselga, Andres;Reverter-Gil, Oscar;Ortiz, Santiago;Flores-Moya, Antonio;Cabezudo, Baltasar;Mar Trigo, M.;Galan de Mera, Antonio;Garcia-Tabernero, Antonio;Goldarazena Lafuente, Arturo;De la Riva, Ignacio;Uribe, Juan E.;Diez-Rodriguez, Barbara;Albertos Bofarull, Belen;Angel Gomez-Serrano, Miguel;Garilleti, Ricardo;Atienza, Violeta;Estebanez Perez, Belen;Moreno, Candela Blanco;Ortunez, Emma;Lara, Francisco;Draper, Isabel;Maria Cardiel, Jose;Calleja Alarcon, Juan A.;Macia, Manuel J.;Fernandez-Mazuecos, Mario;Perez Olea, Pedro;Venegas, Rafael Molina;Mateo, Ruben G.;Valcarcel, Virginia;Douglas Carvalho, William;Lado, Carlos;Lara, Enrique;Masa-Iranzo, Irene;Montero Munoz, Iris;Dieguez Uribeondo, Javier;Fuertes Aguilar, Javier;Munoz, Jesus;Medina Domingo, Leopoldo;Vargas, Pablo;Perez-Ortega, Sergio;Herrera, Carlos M.;Serrano, David;Xavier Pico, F.;Romero-Zarco, Carlos;Benitez Benitez, Carmen;Balao, Francisco;Mejias, Jose A.;Garcia Murillo, Pablo;Berjano, Regina;Castroviejo-Fisher, Santiago;Simon-Porcar, Violeta;Salazar Mendias, Carlos;Bartolome Esteban, Carmen;Morales-Molino, Cesar;Rejos Ballesteros, Francisco Javier;Moreno, Gabriel;Altaba, Cristian R.;Gonzalez Montelongo, Cristina;Beltran Tejera, Esperanza;Rancel-Rodriguez, Nereida M.;David Cedres-Perdomo, Ruyman;Cires, Eduardo;Narbona, Eduardo;Maguilla, Enrique;Buide del Real, M. Luisa;Sanz Arnal, Maria;Miguez Rios, Monica;Sanchez Villegas, Rogelio;Alvarez, Elena;Fabado Alos, Javier;Baixeras, Joaquin;Gabriel Segarra-Moragues, Jose;Lucas Lledo, Jose Ignacio;Perez Santa-Rita, Jose Vicente;Monros, Juan S.;Monros Gonzalez, Juan S.;Angel Gomez-Serrano, Miguel;Lopez-Lopez, Pascual;Garilleti, Ricardo;Laguna, Emilio;Penalver Molla, Enrique;Jose Carreras, Esther San;Sanchez Frances, Raul;Gomez Valle, Silvia;Javier Jimenez-Lopez, F.;Fernandez-Gonzalez, Federico;Luis Yela, Jose;Torres Gonzalez, Felix;Garcia Martin, Joaquina Maria;Montserrat Martinez-Ortega, M.;Andres Sanchez, Santiago;Ojeda, Fernando;Blanco Pastor, Jose Luis;Rodriguez-Iglesias, Manuel A.;Ochoa-Hueso, Raol;Cabezas, Francisco J.;Galan-Diaz, Javier;Munoz-Rodriguez, Pablo;Canto, Paloma;Medina, Rafael;Gavilan, Rosario G.;Magana Ugarte, Rosina;Romero, Sara;Rico, Victor J.;Vazquez, Francisco M.;Mercadal i Corominas, Gabriel;Martinez-Sagarra, Gloria;Antonio Devesa, Juan;de la Estrella, Manuel;Romera, Graciela Gil;Ibarra, Pablo Tejero;Gonzalez-Samperiz, Pen'lope;Lazagabaster, Ignacio A.;Salcedo, Isabel;Etayo, Javier;Denzer, Wolfgang;Lopez-Pujol, Jordi;Garnatje, Teresa;Carlos Miranda, Jose;Rubiales, Juan M.;Martinez Labarga, Juan M.;Capo, Miquel;Andres Ros, Jose Vicente;Carretero Diaz, Jose-Miguel;Padulles Cubino, Josep;Borras, Joshua;Carlos Gutierrez-Marco, Juan;Mota, Juan F.;Pino Perez, Juan Jose;Saez, Llorenc;Serra Laliga, Lluis;Serra Laliga, Lluis;Lopez Merino, Lourdes;Buide del Real, M. Luisa;Vicens Fornes, Magdalena;Sanchez-Angulo, Manuel;Escudero, Marcial;Alcolea, Marta;Sanchez Gomez, Pedro;Fraga i Arguimbau, Pere;Orihuela-Rivero, Raol;Granjel, Rodrigo R.;Molino, Sonia;Garcia Mendizabal, Yoana;Carlsson, Bengt;Svensson, Brita;Bosagna, Carlos Guerrero;Arnqvist, Goran;Cardenas, Paco;Ahlberg, Per;Alstrom, Per;Liu, Zongzhuang;Alonso, German Hernandez;Wahlsteen, Eric;Bisang, Irene;Jonsson, Knud Andreas;Hedenas, Lars;Wedin, Mats;Noren, Michael;Stohr, Sabine;Kiel, Steffen;Rota, Jadranka;Wahlberg, Niklas;Tyler, Torbjorn;Arup, Ulf;Strid, Arne;Liljeblad, Johan;Lundin, Kennet;Nielsen, Peter;Strid, Arne;Alonso, German Hernandez;Chautems, Alain;Charpin, Andre;Mombrial, Florian;Zamora, Juan Carlos;Fumeaux, Nicolas;Clerc, Philippe;Garcia-Martin, Ana B.;Mueller, Andreas;Freitag, Anne;Landry, Bernard;Cuccodoro, Giulio;Sabatinelli, Guido;Lobl, Ivan;Valtotton, Laurent;Ruedi, Manuel;Schuchert, Peter;Praz, Christophe;Thivaiou, Danae;Klopfstein, Seraina;Cherix, Daniel;Mitchell, Edward;Mariaux, Jean;Haenni, Jean-Paul;Theurillat, Jean-Paul;Theurillat, Jean-Paul;Bernasconi, Marvco V.;Hawlitschek, Oliver;Samathi, Adun;Hyde, Kevin;Radji, Raoufou;Morales, J. Francisco;Charfi, Faouzia;El Mokni, Ridha;Gunay, Filiz;Agayeva, Saida;Giusti, Alessandro;Schuiteman, Andr';Goyder, David;Noltie, Henry J.;Larridon, Isabel;Bateman, Richard M.;Whittington, Andrew E.;Stewart, Nick;Leftwich, Ashley;Williams, Christopher David;Little, Crispin;Sherwood, Danniella;Lees, David C.;John, David Michael;Noltie, Henry J.;McLean, Ian F. G.;Badmin, John;Todd, Jonathan A.;Barclay, Maxwell V. L.;Geiser, Michael F.;Chen, Zhe-Yu;Telnov, Dmitry;Dickinson, Edward;Beccaloni, George W.;Badmin, John;McArthur, John M.;Davranoglou, Leonidas Romanos;Taberer, Tabitha R.;Shaw, Mark R.;Blagoderov, Vladimir;Young, Mark T.;Ebejer, Martin;Kelly, Martyn;Kelly, Martyn;Langton, Peter;Marchant, Rob;Schneider, Simon;Horton, Tammy;Wuster, Wolfgang;Telnov, Dmitry;Novikov, Andriy;Dubyna, Dmytro;Olshanskyi, Ihor;Fedoronchuk, Mykola;Shiyan, Natalia M.;Vinogradova, Oxana;Mikhailyuk, Tatiana;Hayova, Vera;Balashov, Igor;Kharchenko, Vitaliy A.;Khodosovtsev, Oleksandr;Kovalchuk, Oleksandr;Dyadichko, Vasily;Nachychko, Viktor O.;Kolomiichuk, Vitalii;Perkovsky, Evgeny E.;Perkovsky, Evgeny E.;Mailhos, Ary;Marchesi, Eduardo;Mauricio Bonifacino, Jose;Valtierra Sierra, Maria Victoria;Bauer, Aaron M.;Adeyemi, Adeyinka;Arnold, Keith;Franck, Alan;Burkett-Cadena, Nathan;Smith-Vaniz, William F.;Pandolfi, Alessandra;Dal Pos, Davide;Norrbom, Allen L.;Moncrieff, Andre E.;Remsen, J. V., Jr.;Esselstyn, Jacob;Eberhard, Jessica;Harms, Kyle E.;Johnson, Andrew;Capparella, Angelo;Rossi, Anthony;Casamatta, Dale;Namayandeh, Armin;Borkent, Art;Smith, Brian Tilston;Engel, Michael S.;Hellenthal, Barbara;Ratcliffe, Brett C.;O'Shea, Brian J.;Schmitt, C. Jonathan;Boufford, David;Morris, Paul J.;Shakya, Subir;Swift, Camm C.;McLeod, Samuel A.;Cohen, Chris M.;Borkent, Christopher J.;Borkent, Christopher J.;Rogers, D. Christopher;Gonzalez, Victor H.;Koenemann, Daniel;Campbell, David;Krause, David W.;Cushing, Paula;Sikes, Derek;Les, Don;DeKeyser, Edward S.;Cruz-Rivera, Edwin;Carter, Emily;Seeholzer, Glenn Fairbanks;Pratt, H. Douglas;Gerwin, John A.;Kaiser, Hinrich;Machio, Irene Villa;Harber, Julian;Zander, Richard H.;Gereau, Roy E.;Applequist, Wendy;Egger, J. Mark;Sagebiel, James Christopher;Lopez-Ribot, Jose L.;Atkinson, Thomas H.;Liebherr, James;Dombroskie, Jason J.;Hoghe, James N.;Wolfe, Jared;McGuire, Jimmy A.;Will, Kipling;Zuparko, Robert L.;Hansen, Robert W.;Brett, Roberta;Leal, Jose H.;Winston, Judith E.;Wen, Jun;Pinheiro, Paulo Duraes Pereira;Lee, Justin L.;Rabeler, Richard;Pargeter, Justin;Gregg, Katharine;Carpenter, Kenneth;McCracken, Kevin;Williams, Kevin;Korneyev, Severyn;Winker, Kevin;Austin, Kyhl A.;Watling, Les;Watson, Linda;Marin, Manuel;Epstein, Marc Edward;Key, Marcus M., Jr.;Marques, Mariana P.;Pyron, Mark;Dovciak, Martin;Hauser, Martin;Sage, Obediah;Garrison, Rosser W.;Winterton, Shaun L.;Gaimari, Stephen D.;West-Eberhard, Mary Jane;Diazgranados, Mauricio;Warren, Mel;Oliver, Michael K.;Ferro, Michael L.;Williams, Kevin;Evenhuis, Neal L.;Snow, Neil;Mizumoto, Nobuaki;Rakes, Patrick;Rohner, Patrick;Rozo-Lopez, Paula;Kerr, Peter H.;Stevens, Peter;Uetz, Peter;Wheeler, Quentin;DeWalt, R. Edward;McClelland, R. Kevan Schoonover;Hellenthal, Ronald;Meier, Rose;Heads, Sam W.;James, Samuel Wooster;Hilty, Steve;Adams, Susan B.;Letcher, Susan G.;Wood, Timothy S.;Walsh, S. J.;Murphy, William L.;Thomas, William Wayt;Khalimov, F. Z.;Rakhimov, Mukhammadtuychi;Abdullajonovich, Shodmonov Feruz;Tashpulatov, Yigitali;Rojas-Runjaic, Fernando J. M.;Cerda Perez, Hugo Gullermo;Torrecilla, Pedro;Zapata, Thirza Ruiz;Hoa, Hoang Quynh;Nguyen, Ngoc;Sharp, Cathy;Fitzpatrick, Moira
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Terpene produced by coexpression of the TPS and P450 genes from Lavandula angustifolia protects plants from herbivore attacks during budding stages
作者:Ling, Zhengyi;Li, Jingrui;Dong, Yanmei;Zhang, Wenying;Bai, Hongtong;Li, Hui;Shi, Lei;Ling, Zhengyi;Li, Jingrui;Dong, Yanmei;Zhang, Wenying;Bai, Hongtong;Li, Hui;Shi, Lei;Ling, Zhengyi;Zhang, Wenying;Li, Shu;Wang, Su
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Highly Sensitive Detection of Heavy Metal Elements Using Laser-Induced Breakdown Spectroscopy Coupled with Chelating Resin Enrichment
作者:Wang, Jinmei;Li, Gang;Zheng, Peichao;Qazi, Hafiz Imran Ahmad;Lu, Jianshu;Liu, Shaojian;Shata, Sahar;Tian, Hongwu;Dong, Daming
关键词:laser-induced breakdown spectroscopy; heavy metals; quantitative analysis; chelating resin
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Estimation of maize straw production and appropriate straw return rate in China
作者:Liu, Wanmao;Liu, Guangzhou;Xie, Ruizhi;Ming, Bo;Wang, Keru;Xue, Jun;Li, Shaokun;Hou, Peng;Liu, Wanmao;Liu, Yuee;Yang, Yunshan;Guo, Xiaoxia;Wang, Yonghong;Zhao, Rulang;Zhang, Wenjie;Wang, Yongjun;Bian, Shaofeng;Ren, Hong;Zhao, Xiaoyan;Liu, Peng;Chang, Jianzhi;Zhang, Guohe;Liu, Jiayou;Yuan, Liuzheng;Zhao, Haiyan;Shi, Lei;Zhang, Lili;Yu, Lin;Gao, Julin;Yu, Xiaofang;Wang, Zhigang;Shen, Liguo;Ji, Ping;Yang, Shuzong;Zhang, Zhongdong;Xue, Jiquan;Wang, Xiuquan;Wang, Xiuquan;Lu, Tingqi;Dong, Benchun;Li, Gang;Ma, Baoxin;Li, Jinqin;Deng, Xiufeng;Liu, Yonghong;Yang, Qin;Jia, Chunlan;Chen, Xianping;Fu, Hua
关键词:Maize straw production; Straw return; Carbon input; Carbon emission; Soil carbon sequestration
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Optimizing the Use of Basil as a Functional Plant for the Biological Control of Aphids by Chrysopa pallens (Neuroptera: Chrysopidae) in Greenhouses
作者:Fang, Yan;Li, Shu;Xu, Qingxuan;Wang, Jie;Yang, Yajie;Mi, Yingying;Wang, Su;Fang, Yan;Mi, Yingying;Jin, Zhenyu;Fang, Yan;Mi, Yingying;Jin, Zhenyu;Yang, Yajie;Desneux, Nicolas
关键词:Chrysopa pallens; Myzus persicae; basil; conservation biological control; intercropping; spatial arrangement; greenhouse
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Direct and indirect effects of banker plants on population establishment of Harmonia axyridis and aphid control on pepper crop
作者:Wang, Jie;Yang, Yajie;Wang, Su;Li, Shu;Wang, Jie;Li, Yuanxi;Jin, Zhenyu;Jin, Zhenyu;Desneux, Nicolas;Han, Peng
关键词:aphid; banker plants; IPM; indirect interaction; population quantitative relationship
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Ladybird-Mediated Indirect Interactions between Two Aphid Species When Using a Banker Plant System
作者:Yang, Yajie;Gu, Junjie;Yue, Yanli;Yang, Yajie;Wang, Jie;Mi, Yingying;Wang, Su;Li, Shu;Benelli, Giovanni;Desneux, Nicolas
关键词:biological control; Coccinella septempunctata; predation; Myzus persicae; apparent competition; pepper



