Giles Smith, Andrew Robson, Matt Dickinson Chief Sports Correspondent, Lucy Alexander, Simon Barnes Chief Sports Writer, Alexi Mostrous, Lenny Cavendish, Patricia Field, Matthew Syed, Fred Redwood, Alexandra Frean, Tom Dyckhoff, Frances Gibb Legal Editor, Amanda Ursell, Simon Barnes, David Wighton Business Editor, Ashling O'Connor Olympics Correspondent, Robert Lindsay, Mark Souster, Michael Evans Defence Editor, Philip Howard, David Lister Scotland Correspondent, David Chater, Jeremy Kingston, Murad Ahmed, Lorna Blackwood, Gabrielle Starkey, Dorothea Gartland, Lucia Van Der Post, Patrick Kidd, Brian Whittaker, Sam Marlowe, Tony Porter, James Hider, Geoff Brown, Martin Samuel Chief Football Correspondent, Robin Pagnamenta, Pat Morrison, Pat Gibson, Hannah Fletcher, Francis Elliott, Richard Hill, Belle Turner, Deborah Haynes, Jack Malvern, Tom Bawden, Steve Bird, Dan Sabbagh Media Editor, Victoria Segal, Tim Reid, Rosemary Bennett, Iain Duncan Smith, MP, Dan Sabbagh, Dalya Alberge Arts Correspondent, Libby Purves, Richard Ford Home Correspondent, Anne Ashworth Property Editor, Jude Rogers, Marc Aspland Chief Sports Photographer, Rosamund Witcher, Charles Bremner, Ron Lewis, David Charter, Susan Thompson, Lilly Peel, Hugo Rifkind, Derwent May, Tim Teeman, Angela Jameson, Susan Emmett, Richard Hobson Deputy Cricket Correspondent, Graham Spiers, Gary Duncan Economics Editor, Oliver Kay, Gerard Baker, John Westerby, Patrick Mill, Andrew Wilson Director of Music, Christopher Gardner, Ben Quinn, Pete Paphides, Poonam Bhari, Ann Treneman, John Hopkins Golf Correspondent, Rob Wright, Geoffrey Dean, Peter A. Rushforth, Alex Spence, Edward Gorman Motor Racing Correspondent, Neil Harman Tennis Correspondent, Martin Samuel, James Ball, Raymond Keene, Vaughan Freeman, Luke Leitch, Adam Sage, Marcus Binney, Lewis Smith, Matthew Pryor, Matt Hughes, Dr Roger Draycott, Sean O'Neill, Kaveh Solhekol, Heather Brooke, Nigel Hawkes, Neville Scott, Chris Campling, Fran Yeoman, Bronwen Maddox, Patrick Hosking, Richard Owen, Lindsey Bareham, Orhan Pek, Damian Whitworth, Mick Hume, Roger Boyes, Kenneth Denby, Tom Whipple, Julia Beer, Nick Hasell, Peter Dixon, Will Hodgkinson, Pauline Russack, David Hands Rugby Correspondent, Owen Slot Chief Sports Reporter, Rosemary Bennett Social Affairs Correspondent, Julian Muscat, Paul Simons, Tony Cascarino, Steve Jelbert, Anne Ashworth, Nick Szczepanik, Dominic Kennedy, Philip Webster Political Editor, Steve Hawkes, Jane Shilling, Craig Lord, Kevin Eason Sports News Correspondent, Simon Reynolds, Dominic Maxwell, Matthew Parris, George Caulkin, Matthew Wallis, Russell Jenkins, Michael Austin, Peter Riddell, Ben MacIntyre, Melanie McDonagh, Margaret Boxwell, Nell McCafferty, David Walker, Michael Goldman, Nick Van Der Bijl, David Sinclair, Martin Waller, Mark Loveday, Lewis Smith Environment Reporter, Chris Ayres, Alex Murphy, Patrick Foster, Mark Baldwin, Laura Collins, Paul Larter, Rick Broadbent Athletics Correspondent, Stephen Dalton, Leo Lewis, Richard Morrison, Bill Edgar, Alyson Rudd, Tony Halpin, Glenys Kinnock, Christopher Ellis, Judith Heywood, Huw Beynon, Steve Hawkes Retail Correspondent, Olav Bjortomt, Mike Atherton Chief Cricket Correspondent, Miles Costello, Nicola Copping, Kasia MacIejowska, Richard Ford, Roger Woolf, Bob Ainsworth, Damian Barr, Richard Beeston Foreign Editor, Jayne Dowle,
... Al Green Lay It Down Blue Note Classical Gustavo Dudamel Fiesta Deutsche Grammophon Timesonline Radio Brushes to ...
2008 - Gale Group | TDA
Produção Nacional
Revisado por pares
João Paulo Papa, Gustavo Henrique de Rosa, Luciene Patrici Papa,
Feature selection concerns the task of finding the subset of features that are most relevant to some specific problem in the context of machine learning. By selecting proper features, one can reduce the computational complexity of the learned model, and to possibly enhance its effectiveness by reducing the well-known overfitting. During the last years, the problem of feature selection has been modeled as an optimization task, where the idea is to find the subset of features that maximize some fitness ...
Tópico(s): Evolution and Genetic Dynamics
2017 - Elsevier BV | Pattern Recognition Letters
Produção Nacional
Revisado por pares
Kaliandra de Almeida Gonçalves, Júlio C. Borges, Júlio César da Silva, Priscila Ferreira Papa, Gustavo Costa Bressan, Í. Torriani, Jörg Kobarg,
Abstract Background The adaptor protein RACK1 (receptor of activated kinase 1) was originally identified as an anchoring protein for protein kinase C. RACK1 is a 36 kDa protein, and is composed of seven WD repeats which mediate its protein-protein interactions. RACK1 is ubiquitously expressed and has been implicated in diverse cellular processes involving: protein translation regulation, neuropathological processes, cellular stress, and tissue development. Results In this study we performed a biophysical ...
Tópico(s): Vitamin D Research Studies
2010 - BioMed Central | BMC Structural Biology
Produção Nacional
Revisado por pares
João Paulo Papa, Gustavo Henrique de Rosa, Aparecido Nilceu Marana, Walter J. Scheirer, David Cox,
Discriminative learning of Restricted Boltzmann Machines has been recently introduced as an alternative to provide a self-contained approach for both unsupervised feature learning and classification purposes. However, one of the main problems faced by researchers interested in such approach concerns with a proper selection of its parameters, which play an important role in its final performance. In this paper, we introduced some meta-heuristic techniques for this purpose, as well as we showed they ...
Tópico(s): Neural Networks and Applications
2015 - Elsevier BV | Journal of Computational Science
Produção Nacional
Revisado por pares
Clayton R. Pereira, Danillo Roberto Pereira, João Paulo Papa, Gustavo Henrique de Rosa, Xin‐She Yang,
Parkinson’s Disease (PD) is a chronic and progressive illness that affects hundreds of thousands of people worldwide. Although it is quite easy to identify someone affected by PD when the illness shows itself (e.g. tremors, slowness of movement and freezing-of-gait), most works have focused on studying the working mechanism of the disease in its very early stages. In such cases, drugs can be administered in order to increase the quality of life of the patients. Since the beginning, it is well-known ...
Tópico(s): Parkinson's Disease Mechanisms and Treatments
2016 - Springer Science+Business Media | Lecture notes in computer science
María Eugenia Salas, Mauricio J. Lozano, José Luis López, Walter Omar Draghi, Javier Serranía, Gonzalo Torres Tejerizo, Francisco Javier Albicoro, Juliet F. Nilsson, Mariano Pistorio, María Florencia Del Papa, Gustavo Parisi, Anke Becker, Antonio Lagares,
Rhizobia are α- and ß-proteobacteria that associate with legumes in symbiosis to fix atmospheric nitrogen. The chemical communication between roots and rhizobia begins in the rhizosphere. Using signature-tagged-Tn5 mutagenesis (STM) we performed a genome-wide screening for Ensifer meliloti genes that participate in colonizing the rhizospheres of alfalfa and other legumes. The analysis of ca. 6,000 mutants indicated that genes relevant for rhizosphere colonization account for nearly 2% of the rhizobial ...
Tópico(s): Plant-Microbe Interactions and Immunity
2017 - Wiley | Environmental Microbiology
Produção Nacional
Revisado por pares
João Paulo Papa, Gustavo Henrique de Rosa, Danillo Roberto Pereira, Xin‐She Yang,
Deep learning techniques have been paramount in the last years, mainly due to their outstanding results in a number of applications. In this paper, we address the issue of fine-tuning parameters of Deep Belief Networks by means of meta-heuristics in which real-valued decision variables are described by quaternions. Such approaches essentially perform optimization in fitness landscapes that are mapped to a different representation based on hypercomplex numbers that may generate smoother surfaces. ...
Tópico(s): Advanced Image Processing Techniques
2017 - Elsevier BV | Applied Soft Computing
Produção Nacional
Revisado por pares
João Paulo Papa, Gustavo Henrique de Rosa, André Nunes de Souza, Luis C. S. Afonso,
Feature selection stands for the process of finding the most relevant subset of features based on some criterion, which turns out to be an optimization task. In this context, several metaheuristic techniques have been extensively studied achieving results comparable to some state-of-the-art and traditional optimization techniques. This paper introduces a variation of the Brain Storm Optimization (i.e., Binary Brain Storm Optimization) for feature selection purposes, where real-valued solutions are ...
Tópico(s): Machine Learning and ELM
2018 - Elsevier BV | Computers & Electrical Engineering
Produção Nacional
Revisado por pares
Danillo Roberto Pereira, João Paulo Papa, Gustavo Francisco Rosalin Saraiva, Gustavo Maia Souza,
In plants, there are different types of electrical signals involving changes in membrane potentials that could encode electrical information related to physiological states when plants are stimulated by different environmental conditions. A previous study analyzing traits of the dynamics of whole plant low-voltage electrical showed, for instance, that some specific frequencies that can be observed on plants growing under undisturbed conditions disappear after stress-like environments, such as cold, ...
Tópico(s): Plant Parasitism and Resistance
2018 - Elsevier BV | Computers and Electronics in Agriculture
Jingwei Bai, Deqiang Wang, Sung-Wook Nam, Hongbo Peng, Robert L. Bruce, L.M. Gignac, Markus Brink, E. Kratschmer, S. M. Rossnagel, Phil Waggoner, Kathleen B. Reuter, Chao Wang, Yann Astier, Venkatachalapathy S. K. Balagurusamy, Binquan Luan, Young Kwark, Eric Joseph, Mike Guillorn, S. Polonsky, Ajay K. Royyuru, Satyavolu S. Papa Rao, Gustavo Stolovitzky,
We present the fabrication of sub-20 nm nanopores and nanopore arrays in membranes with embedded multilayer electrodes using CMOS semiconductor processes.
Tópico(s): Advancements in Semiconductor Devices and Circuit Design
2014 - Royal Society of Chemistry | Nanoscale
Chao Wang, Sung-Wook Nam, J. Cotte, C. Jahnes, E. G. Colgan, Robert L. Bruce, Markus Brink, Michael Lofaro, J. Patel, Lynne Gignac, Eric Joseph, Satyavolu S. Papa Rao, Gustavo Stolovitzky, S. Polonsky, Qinghuang Lin,
Abstract Wafer-scale fabrication of complex nanofluidic systems with integrated electronics is essential to realizing ubiquitous, compact, reliable, high-sensitivity and low-cost biomolecular sensors. Here we report a scalable fabrication strategy capable of producing nanofluidic chips with complex designs and down to single-digit nanometre dimensions over 200 mm wafer scale. Compatible with semiconductor industry standard complementary metal-oxide semiconductor logic circuit fabrication processes, ...
Tópico(s): Microfluidic and Bio-sensing Technologies
2017 - Nature Portfolio | Nature Communications
Produção Nacional
Revisado por pares
Eckart Uhlmann, Alvaro José Abackerli, Klaus Schützer, Herman Augusto Lepikson, André Luís Helleno, Maximilian Papa, Erik Gustavo Del Conte, Jan Mewis,
Tópico(s): Advanced Surface Polishing Techniques
2013 - Springer Science+Business Media | The International Journal of Advanced Manufacturing Technology
Shin’ichiro Ando, Bruny Baret, I. Bartos, B. Bouhou, Eric Chassande-Mottin, A. Corsi, I. Di Palma, Alexander Dietz, Corinne Donzaud, David Eichler, Chad Finley, D. Guetta, F. Halzen, Gareth Jones, S. Kandhasamy, Kei Kotake, A. Kouchner, V. Mandic, S. Márka, Zsuzsa Márka, L. Moscoso, M. A. Papa, Tsvi Piran, T. Pradier, Gustavo E. Romero, P. J. Sutton, E. Thrane, V. Van Elewyck, Eli Waxman,
Many of the astrophysical sources and violent phenomena observed in our Universe are potential emitters of gravitational waves and high-energy cosmic radiation, including photons, hadrons, and presumably also neutrinos. Both gravitational waves (GW) and high-energy neutrinos (HEN) are cosmic messengers that may escape much denser media than photons. They travel unaffected over cosmological distances, carrying information from the inner regions of the astrophysical engines from which they are emitted ( ...
Tópico(s): Gamma-ray bursts and supernovae
2013 - American Physical Society | Reviews of Modern Physics
Fleur Bossi, Claudio Tripodo, Lucia Rizzi, Roberta Bulla, Chiara Agostinis, Carla Guarnotta, Carine Munaut, Gustavo Baldassarre, Giovanni Papa, Sonia Zorzet, Berhane Ghebrehiwet, Guang Sheng Ling, Marina Botto, Francesco Tedesco,
Significance C1q is a well-known initiator of the complement classical pathway and interacts with several immune and nonimmune cells inducing complement activation-independent functions. Endothelial cells represent one of the potential targets of C1q that binds to cell surface-expressed receptors and stimulates inflammation. Here we report a unique and hitherto unrecognized function of C1q to promote angiogenesis acting through the globular heads. The angiogenic activity of C1q was supported by ...
Tópico(s): Platelet Disorders and Treatments
2014 - National Academy of Sciences | Proceedings of the National Academy of Sciences
Produção Nacional
Revisado por pares
Piet Maes, Scott Adkins, Sergey V. Alkhovsky, Tatjana Avšič‐Županc, Matthew J. Ballinger, Dennis A. Bente, Martin Beer, Éric Bergeron, Carol D. Blair, Thomas Briese, Michael J. Buchmeier, Felicity J. Burt, Charles H. Calisher, Rémi N. Charrel, Il Ryong Choi, J. C. S. Clegg, Juan Carlos de la Torre, Xavier de Lamballerie, Joseph L. DeRisi, M. Digiaro, Mike Drebot, Hideki Ebihara, Toufic Elbeaino, Koray Ergünay, Charles F. Fulhorst, Aura R. Garrison, George F. Gao, Jean‐Paul Gonzalez, Martin H. Groschup, Stephan Günther, Anne-Lise Haenni, Roy A. Hall, Roger Hewson, Holly R. Hughes, R. K. Jain, Miranda Gilda Jonson, Sandra Junglen, Boris Klempa, Jonas Klingström, Richard Kormelink, Amy J. Lambert, Stanley A. Langevin, Igor S. Lukashevich, Marco Marklewitz, G. P. Martelli, Nicole Mielke-Ehret, Alì Mirazimi, Hans-Peter Mühlbach, R. A. Naidu, Márcio Roberto Teixeira Nunes, Gustavo Palacios, Anna Papa, Janusz T. Pawęska, C. J. Peters, Alexander Plyusnin, Sheli R. Radoshitzky, Renato O. Resende, Vı́ctor Romanowski, Amadou Alpha Sall, María S. Salvato, Takahide Sasaya, Connie S. Schmaljohn, Xiǎohóng Shí, Yukio Shirako, Peter Simmonds, Manuela Sironi, Jin‐Won Song, Jessica R. Spengler, Mark D. Stenglein, Robert B. Tesh, Massimo Turina, Tàiyún Wèi, Anna E. Whitfield, Shyi-Dong Yeh, F. Murilo Zerbini, Yǒng-Zhèn Zhāng, Xueping Zhou, Jens H. Kuhn,
In October 2018, the order Bunyavirales was amended by inclusion of the family Arenaviridae, abolishment of three families, creation of three new families, 19 new genera, and 14 new species, and renaming of three genera and 22 species. This article presents the updated taxonomy of the order Bunyavirales as now accepted by the International Committee on Taxonomy of Viruses (ICTV).
Tópico(s): Mosquito-borne diseases and control
2019 - Springer Science+Business Media | Archives of Virology
Produção Nacional
Revisado por pares
Abulikemu Abudurexiti, Scott Adkins, D. Alioto, Sergey V. Alkhovsky, Tatjana Avšič‐Županc, Matthew J. Ballinger, Dennis A. Bente, Martin Beer, Éric Bergeron, Carol D. Blair, Thomas Briese, Michael J. Buchmeier, Felicity J. Burt, Charles H. Calisher, Chénchén Cháng, Rémi N. Charrel, Il Ryong Choi, J. C. S. Clegg, Juan Carlos de la Torre, Xavier de Lamballerie, Fēi Dèng, Francesco Di Serio, M. Digiaro, Michael Drebot, Duan Xiao-mei, Hideki Ebihara, Toufic Elbeaino, Koray Ergünay, Charles F. Fulhorst, Aura R. Garrison, George F. Gao, Jean‐Paul Gonzalez, Martin H. Groschup, Stephan Günther, Anne-Lise Haenni, Roy A. Hall, Jussi Hepojoki, Roger Hewson, Zhìhóng Hú, Holly R. Hughes, Miranda Gilda Jonson, Sandra Junglen, Boris Klempa, Jonas Klingström, Kou Chun, Lies Laenen, Amy J. Lambert, Stanley A. Langevin, Dan Liu, Igor S. Lukashevich, Tāo Luò, Chuánwèi Lǚ, Piet Maes, William Marciel de Souza, Marco Marklewitz, G. P. Martelli, Keita Matsuno, Nicole Mielke-Ehret, Maria Minutolo, Alì Mirazimi, Abulimiti Moming, Hans-Peter Mühlbach, R. A. Naidu, Beatriz Navarro, Márcio Roberto Teixeira Nunes, Gustavo Palacios, Anna Papa, Alex Pauvolid‐Corrêa, Janusz T. Pawęska, Jié Qiáo, Sheli R. Radoshitzky, Renato O. Resende, Vı́ctor Romanowski, Amadou Alpha Sall, María S. Salvato, Takahide Sasaya, Shū Shěn, Xiǎohóng Shí, Yukio Shirako, Peter Simmonds, Manuela Sironi, Jin‐Won Song, Jessica R. Spengler, Mark D. Stenglein, Zhèngyuán Sū, Sùróng Sūn, Shuāng Táng, Massimo Turina, Bó Wáng, Chéng Wáng, Huálín Wáng, Jūn Wáng, Tàiyún Wèi, Anna E. Whitfield, F. Murilo Zerbini, Jìngyuàn Zhāng, Lěi Zhāng, Yànfāng Zhāng, Yǒng-Zhèn Zhāng, Yújiāng Zhāng, Xueping Zhou, Lìyǐng Zhū, Jens H. Kuhn,
In February 2019, following the annual taxon ratification vote, the order Bunyavirales was amended by creation of two new families, four new subfamilies, 11 new genera and 77 new species, merging of two species, and deletion of one species. This article presents the updated taxonomy of the order Bunyavirales now accepted by the International Committee on Taxonomy of Viruses (ICTV).
Tópico(s): Fire effects on ecosystems
2019 - Springer Science+Business Media | Archives of Virology
Aura R. Garrison, Sergey V. Alkhovsky Альховский Сергей Владимирович, Tatjana Avšič‐Županc, Dennis A. Bente, Éric Bergeron, Felicity J. Burt, Nicholas Di Paola, Koray Ergünay, Roger Hewson, Jens H. Kuhn, Alì Mirazimi, Anna Papa, Amadou Alpha Sall, Jessica R. Spengler, Gustavo Palacios, ICTV Report Consortium,
Members of the family Nairoviridae produce enveloped virions with three single-stranded RNA segments comprising 17.1 to 22.8 kb in total. These viruses are maintained in arthropods and transmitted by ticks to mammals or birds. Crimean-Congo hemorrhagic fever virus is tick-borne and is endemic in most of Asia, Africa, Southern and Eastern Europe whereas Nairobi sheep disease virus, which is also tick-borne, causes lethal haemorrhagic gastroenteritis in small ruminants in Africa and India. This is ...
Tópico(s): Mosquito-borne diseases and control
2020 - Microbiology Society | Journal of General Virology
Claudia Aranda, Gustavo Barrientos, Mariano Del Papa,
Tópico(s): Paleopathology and ancient diseases
2014 - Asociación de Antropología Biológica Argentina | Revista Argentina de Antropología Biológica
Gustavo Barrientos, Mariano C. Del Papa, Fernando Oliva,
Tópico(s): Archaeological and Historical Studies
2002 - Sociedad Argentina de Antropología | Relaciones
Jens H. Kuhn, Sergey V. Alkhovsky, Tatjana Avšič‐Županc, Éric Bergeron, Felicity J. Burt, Koray Ergünay, Aura R. Garrison, Marco Marklewitz, Alì Mirazimi, Anna Papa, Janusz T. Pawęska, Jessica R. Spengler, Gustavo Palacios,
Nairoviridae is a family for negative-sense RNA viruses with genomes of about 17.2–21.1 kb. These viruses are maintained in and/or transmitted by arthropods among birds, reptiles and mammals. Norwaviruses and orthonairoviruses can cause febrile illness in humans. Several orthonairoviruses can infect mammals, causing mild, severe and sometimes, fatal diseases. Nairovirids produce enveloped virions containing two or three single-stranded RNA segments with open reading frames that encode a nucleoprotein ( ...
Tópico(s): Animal Disease Management and Epidemiology
2024 - Microbiology Society | Journal of General Virology
Produção Nacional
Revisado por pares
João Paulo Papa, Gustavo Henrique de Rosa, Xin‐She Yang,
Most applications can be modeled using real-valued algebra. Nevertheless, certain problems may be better addressed using different mathematical tools. In this context, complex numbers can be viewed as an alternative to standard algebra, where imaginary numbers allow a broader collection of tools to deal with different types of problems. In addition, hypercomplex numbers extend naïve complex algebra by means of additional imaginary numbers, such as quaternions and octonions. In this work, we will ...
Tópico(s): Chaos-based Image/Signal Encryption
2017 - Springer Nature | Studies in computational intelligence
Produção Nacional
Revisado por pares
André Maciel Crespilho, Livia Chiaradia, Adriana Cortéz, Marcela Vaz Dinelli, Frederico Ozanam Papa, Gustavo Mendes Gomes, Kléber da Cunha Peixoto Júnior,
Tradicionalmente, a concentração espermática é avaliada por meio da contagem de células em câmara hemocitométrica de Neubauer, técnica laboriosa adotada na rotina dos laboratórios de andrologia. Uma alternativa para essa contagem é a técnica computadorizada de avaliação espermática (CASA), método que pode aumentar a eficiência e acurácia na determinação da concentração de espermatozoides em uma amostra de sêmen. O presente trabalho relata a avaliação da sensibilidade da técnica CASA para o acesso ...
Tópico(s): Reproductive biology and impacts on aquatic species
2017 - UNIVERSIDADE DE SÃO PAULO | Brazilian Journal of Veterinary Research and Animal Science
Produção Nacional
Carolina Papa Pazos, Francisco Mayron Morais Soares, Luana Cordeiro Barroso, Gustavo Mitsuo Cavalcante de Sousa, Gabriel Ítalo da Silva Rodrigues, Kirley Kethellen Batista Mesquita, Julyana Gomes Freitas, Ítalo Rigoberto Cavalcante Andrade,
Objetivo: identificar os cuidados de enfermagem a pacientes em uso de ventilação mecânica. Método: trata-se de um estudo quantitativo, descritivo e transversal, com pacientes em uso de ventilação mecânica internados no Centro de Terapia Intensiva, divididos entre cirúrgicos e clínicos. Utilizou-se, para a análise dos dados, o programa Statistic Package for Social Science (versão 20). Resultados: revela-se, quanto aos cuidados de enfermagem, que manter a cabeceira elevada a 30º foi o mais encontrado, ...
Tópico(s): Healthcare Regulation
2019 - | Revista de Enfermagem UFPE on line
Antonio de la Casa, Gustavo Ovando, Luciano Bressanini, Ángel Luis Pérez Rodríguez, Jorge Martínez Martínez,
Since there is no information in the green belt of Córdoba, Argentine, about the use of instruments to measure leaf area index (IAF) through light interception in potato crop (Solanum tuberosum L.), a study was developed with the objectives of: i) evaluating the employment and capacity of an optic instrument to determine IAF in a potato crop; ii) verifying IAF and ground cover (%C) using alternative measurements of crop canopy development to estimate intercepted radiation (fAPAR).The measurements were ...
Tópico(s): Remote Sensing in Agriculture
2007 - Instituto de Investigaciones Agropecuarias, INIA | Agricultura Técnica
Produção Nacional
Revisado por pares
Gustavo Henrique de Rosa, João Paulo Papa, Aparecido Nilceu Marana, Walter J. Scheirer, David Cox,
Deep learning-based approaches have been paramount in the last years, mainly due to their outstanding results in several application domains, that range from face and object recognition to handwritten digits identification. Convolutional Neural Networks (CNN) have attracted a considerable attention since they model the intrinsic and complex brain working mechanism. However, the huge amount of parameters to be set up may turn such approaches more prone to configuration errors when using a manual tuning ...
Tópico(s): Face recognition and analysis
2015 - Springer Science+Business Media | Lecture notes in computer science
Produção Nacional
Revisado por pares
Gustavo Henrique de Rosa, João Paulo Papa, Kelton Augusto Pontara da Costa, Leandro A. Passos, Clayton R. Pereira, Xin‐She Yang,
Restricted Boltzmann Machines (RBMs) are among the most widely pursed techniques in the context of deep learning-based applications. Their usage enables sundry parallel implementations, which have become pivotal in nowadays large-scale-oriented applications. In this paper, we propose to address the main shortcoming of such models, i.e. how to properly fine-tune their parameters, by means of the Firefly Algorithm, as well as we also consider Deep Belief Networks, a stacked-driven version of the RBMs. ...
Tópico(s): Machine Learning and Data Classification
2016 - Springer Science+Business Media | Lecture notes in computer science
Produção Nacional
Revisado por pares
Gustavo Henrique de Rosa, João Paulo Papa, Xin-S. Yang,
Deep learning-based approaches have been paramount in recent years, mainly due to their outstanding results in several application domains, ranging from face and object recognition to handwritten digit identification. Convolutional neural networks (CNNs) have attracted a considerable attention since they model the intrinsic and complex brain working mechanisms. However, one main shortcoming of such models concerns their overfitting problem, which prevents the network from predicting unseen data effectively. ...
Tópico(s): Domain Adaptation and Few-Shot Learning
2017 - Springer Science+Business Media | Soft Computing
Produção Nacional
Revisado por pares
Gustavo Henrique de Rosa, João Paulo Papa,
Deep neural networks have been widely fostered throughout the last years, primarily on account of their outstanding performance in various tasks, such as objects, images, faces, and speeches recognition. However, such complex models usually require large-scale datasets for training purposes; otherwise, they can get overfitted and therefore not achieve consistent results over unseen data. Another problem among deep models concerns their hyperparameter setting, which may require an experienced user ...
Tópico(s): Metaheuristic Optimization Algorithms Research
2019 - | Journal of Artificial Intelligence and Systems
Produção Nacional
Revisado por pares
Jens H. Kuhn, Junya Abe, Scott Adkins, Sergey V. Alkhovsky, Tatjana Avšič‐Županc, Marı́a A. Ayllón, Justin Bahl, Anne Balkema‐Buschmann, Matthew J. Ballinger, V. K. Baranwal, Martin Beer, Nicolás Bejerman, Éric Bergeron, Nadine Biedenkopf, Carol D. Blair, Kim R. Blasdell, Arnaud G. Blouin, Steven B. Bradfute, Thomas Briese, Paul A. Brown, Ursula J. Buchholz, Michael J. Buchmeier, Alexander Bukreyev, Felicity J. Burt, Carmen Büttner, Charles H. Calisher, Mengji Cao, Inmaculada Casas, Kartik Chandran, Rémi N. Charrel, Krishna Kumar Chaturvedi, Kar Mun Chooi, Anya Crane, Elena Dal Bó, Juan Carlos de la Torre, William Marciel de Souza, Rik L. de Swart, Humberto Debat, Nolwenn M. Dheilly, Nicholas Di Paola, Francesco Di Serio, Ralf G. Dietzgen, M. Digiaro, Jan Felix Drexler, W. Paul Duprex, Ralf Dürrwald, Andrew J. Easton, Toufic Elbeaino, Koray Ergünay, Guozhong Feng, Andrew E. Firth, Anthony R. Fooks, Pierre Formenty, Juliana Freitas‐Astúa, Selma Gago‐Zachert, María Laura García, Adolfo Garcı́a-Sastre, Aura R. Garrison, Thomas R. Gaskin, Wenjie Gong, Jean‐Paul Gonzalez, JoëlleGoüy de Bellocq, Anthony Griffiths, Martin H. Groschup, Ines Günther, Stephan Günther, John Hammond, Yusuke Hasegawa, Kazusa Hayashi, Jussi Hepojoki, Colleen M. Higgins, Seiji Hongō, Masayuki Horie, Holly R. Hughes, Adam J. Hume, Timothy H. Hyndman, Kenichi Ikeda, Dàohóng Jiāng, Gilda Jonson, Sandra Junglen, Boris Klempa, Jonas Klingström, Hideki Kondō, Eugene V. Koonin, Mart Krupovìč, Kenji Kubota, Gael Kurath, Lies Laenen, Amy J. Lambert, Jiànróng Lǐ, Jun‐Min Li, Ran Liu, Igor S. Lukashevich, Robin M. MacDiarmid, Piet Maes, Marco Marklewitz, Sergio H. Marshall, Shin-Yi Lee Marzano, John W. McCauley, Alì Mirazimi, Elke Mühlberger, Tomoyuki Nabeshima, R. A. Naidu, Tomohide Natsuaki, Beatriz Navarro, J. A. Navarro, Yutaro Neriya, Netesov Sv, Gabriele Neumann, Norbert Nowotny, Márcio Roberto Teixeira Nunes, Francisco M. Ochoa‐Corona, Tomoyuki Okada, Gustavo Palacios, Vicente Pallás, Anna Papa, Sofia Paraskevopoulou, Colin R. Parrish, Alex Pauvolid‐Corrêa, Janusz T. Pawęska, Daniel R. Pérez, Florian Pfaff, Richard K. Plemper, Thomas S. Postler, Lee O. Rabbidge, Sheli R. Radoshitzky, Pedro Luis Ramos‐González, Marius Rehanek, Renato O. Resende, Carina A. Reyes, Thaís Carneiro Santos Rodrigues, Vı́ctor Romanowski, Dennis Rubbenstroth, Luisa Rubino, Jonathan A. Runstadler, Sead Sabanadzovic, Sabrina Sadiq, María S. Salvato, Takahide Sasaya, Martin Schwemmle, Stephen R. Sharpe, Mǎng Shī, Yoshifumi Shimomoto, V. Kavi Sidharthan, Manuela Sironi, Sophie J. Smither, Jin‐Won Song, Kirsten Spann, Jessica R. Spengler, Mark D. Stenglein, Ayato Takada, Sawana Takeyama, Akio Tatara, Robert B. Tesh, Natalie J. Thornburg, Xin Tian, Nicole D. Tischler, Yasuhiro Tomitaka, Keizō Tomonaga, Noël Tordo, Changchun Tu, Massimo Turina, Ioannis E. Tzanetakis, Anna María Vaira, Bernadette van den Hoogen, Bert Vanmechelen, Nikos Vasilakis, M. Verbeek, Susanne von Bargen, Jiro Wada, Victoria Wahl‐Jensen, Peter J. Walker, Thomas B. Waltzek, Anna E. Whitfield, Yuri I. Wolf, Han Xia, Evanthia Xylogianni, Hironobu Yanagisawa, Kazutaka Yano, Gōngyín Yè, Zhiming Yuan, F. Murilo Zerbini, Guilin Zhang, Song Zhang, Yong‐Zhen Zhang, Lu Zhao, Arnfinn Lodden Økland,
In April 2023, following the annual International Committee on Taxonomy of Viruses (ICTV) ratification vote on newly proposed taxa, the phylum Negarnaviricota was amended and emended. The phylum was expanded by one new family, 14 new genera, and 140 new species. Two genera and 538 species were renamed. One species was moved, and four were abolished. This article presents the updated taxonomy of Negarnaviricota as now accepted by the ICTV.
Tópico(s): Viral Infections and Vectors
2023 - Microbiology Society | Journal of General Virology
Produção Nacional
Revisado por pares
Gustavo Henrique de Rosa, João Paulo Papa,
This work presents a thorough review concerning recent studies and text generation advancements using Generative Adversarial Networks. The usage of adversarial learning for text generation is promising as it provides alternatives to generate the so-called "natural" language. Nevertheless, adversarial text generation is not a simple task as its foremost architecture, the Generative Adversarial Networks, were designed to cope with continuous information (image) instead of discrete data (text). Thus, ...
Tópico(s): Natural Language Processing Techniques
2021 - Elsevier BV | Pattern Recognition