Literatura académica sobre el tema "FEATURE ENCODING"
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Artículos de revistas sobre el tema "FEATURE ENCODING"
Lathroum, Amanda. "Feature encoding by neural nets". Phonology 6, n.º 2 (agosto de 1989): 305–16. http://dx.doi.org/10.1017/s0952675700001044.
Texto completoJaswal, Snehlata y Robert H. Logie. "Configural encoding in visual feature binding". Journal of Cognitive Psychology 23, n.º 5 (agosto de 2011): 586–603. http://dx.doi.org/10.1080/20445911.2011.570256.
Texto completoWu, Pengxiang, Chao Chen, Jingru Yi y Dimitris Metaxas. "Point Cloud Processing via Recurrent Set Encoding". Proceedings of the AAAI Conference on Artificial Intelligence 33 (17 de julio de 2019): 5441–49. http://dx.doi.org/10.1609/aaai.v33i01.33015441.
Texto completoEurich, Christian W. y Stefan D. Wilke. "Multidimensional Encoding Strategy of Spiking Neurons". Neural Computation 12, n.º 7 (1 de julio de 2000): 1519–29. http://dx.doi.org/10.1162/089976600300015240.
Texto completoShinomiya, Yuki y Yukinobu Hoshino. "A Quantitative Quality Measurement for Codebook in Feature Encoding Strategies". Journal of Advanced Computational Intelligence and Intelligent Informatics 21, n.º 7 (20 de noviembre de 2017): 1232–39. http://dx.doi.org/10.20965/jaciii.2017.p1232.
Texto completoRonran, Chirawan, Seungwoo Lee y Hong Jun Jang. "Delayed Combination of Feature Embedding in Bidirectional LSTM CRF for NER". Applied Sciences 10, n.º 21 (27 de octubre de 2020): 7557. http://dx.doi.org/10.3390/app10217557.
Texto completoJames, Melissa S., Stuart J. Johnstone y William G. Hayward. "Event-Related Potentials, Configural Encoding, and Feature-Based Encoding in Face Recognition". Journal of Psychophysiology 15, n.º 4 (octubre de 2001): 275–85. http://dx.doi.org/10.1027//0269-8803.15.4.275.
Texto completoS RAO, VIBHA y P. RAMESH NAIDU. "Periocular and Iris Feature Encoding - A Survey". International Journal of Innovative Research in Computer and Communication Engineering 03, n.º 01 (30 de enero de 2015): 368–74. http://dx.doi.org/10.15680/ijircce.2015.0301023.
Texto completoHUO, Lu y Leijie ZHANG. "Combined feature compression encoding in image retrieval". TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES 27, n.º 3 (15 de mayo de 2019): 1603–18. http://dx.doi.org/10.3906/elk-1803-3.
Texto completoLee, Hui-Jin, Ki-Sang Hong, Henry Kang y Seungyong Lee. "Photo Aesthetics Analysis via DCNN Feature Encoding". IEEE Transactions on Multimedia 19, n.º 8 (agosto de 2017): 1921–32. http://dx.doi.org/10.1109/tmm.2017.2687759.
Texto completoTesis sobre el tema "FEATURE ENCODING"
Gollnick, Clare Ann. "Probabilistic encoding and feature selectivity in the somatosensory pathway". Diss., Georgia Institute of Technology, 2014. http://hdl.handle.net/1853/54025.
Texto completoSeger, Cedric. "An investigation of categorical variable encoding techniques in machine learning: binary versus one-hot and feature hashing". Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-237426.
Texto completoMaskininlärningsmetoder kan användas för att lösa viktiga binära klassificeringsuppgifter i domäner som displayannonsering och rekommendationssystem. I många av dessa domäner är kategoriska variabler vanliga och ofta av hög kardinalitet. Användning av one-hot-kodning under sådana omständigheter leder till väldigt högdimensionella vektorrepresentationer. Detta orsakar minnesoch beräkningsproblem för maskininlärningsmodeller. Denna uppsats undersökte användbarheten för ett binärt kodningsschema där kategoriska värden var avbildade på heltalvärden som sedan kodades i ett binärt format. Detta binära system tillät att representera kategoriska värden med hjälp av log2(d) -dimensionella vektorer, där d är dimensionen förknippad med en one-hot kodning. För att utvärdera prestandan för den binära kodningen jämfördes den mot one-hot och en hashbaserad kodning. En linjär logistikregression och ett neuralt nätverk tränades med hjälp av data från två offentligt tillgängliga dataset: Criteo och Census, och den slutliga prestandan jämfördes. Resultaten visade att en one-hot kodning med en linjär logistisk regressionsmodell gav den bästa prestandan enligt PR-AUC måttet. Denna metod använde dock 118 och 65,953 dimensionella vektorrepresentationer för Census respektive Criteo. En binär kodning ledde till en lägre prestanda generellt, men använde endast 35 respektive 316 dimensioner. Den binära kodningen presterade väsentligt sämre specifikt för Criteo datan, istället var hashbaserade kodningen en mer attraktiv lösning. Försämringen i prestationen associerad med binär och hashbaserad kodning kunde mildras av att använda ett neuralt nätverk.
Zhang, Cuicui. "Quad-Tree based Image Encoding Methods for Data-Adaptive Visual Feature Learning". 京都大学 (Kyoto University), 2015. http://hdl.handle.net/2433/199435.
Texto completoChambers, Anna. "Progressive Recovery of Cortical and Midbrain Sound Feature Encoding Following Profound Cochlear Neuropathy". Thesis, Harvard University, 2015. http://nrs.harvard.edu/urn-3:HUL.InstRepos:14226064.
Texto completoMoallem, Theodore M. 1976. "Articulatory feature encoding and sensorimotor training for tactually supplemented speech reception by the hearing-impaired". Thesis, Massachusetts Institute of Technology, 2011. http://hdl.handle.net/1721.1/68454.
Texto completoCataloged from PDF version of thesis.
Includes bibliographical references (p. 150-159).
This thesis builds on previous efforts to develop tactile speech-reception aids for the hearing-impaired. Whereas conventional hearing aids mainly amplify acoustic signals, tactile speech aids convert acoustic information into a form perceptible via the sense of touch. By facilitating visual speechreading and providing sensory feedback for vocal control, tactile speech aids may substantially enhance speech communication abilities in the absence of useful hearing. Research for this thesis consisted of several lines of work. First, tactual detection and temporal order discrimination by congenitally deaf adults were examined, in order to assess the practicability of encoding acoustic speech information as temporal relationships among tactual stimuli. Temporal resolution among most congenitally deaf subjects was deemed adequate for reception of tactually-encoded speech cues. Tactual offset-order discrimination thresholds substantially exceeded those measured for onset-order, underscoring fundamental differences between stimulus masking dynamics in the somatosensory and auditory systems. Next, a tactual speech transduction scheme was designed with the aim of extending the amount of articulatory information conveyed by an earlier vocoder-type tactile speech display strategy. The novel transduction scheme derives relative amplitude cues from three frequency-filtered speech bands, preserving the cross-channel timing information required for consonant voicing discriminations, while retaining low-frequency modulations that distinguish voiced and aperiodic signal components. Additionally, a sensorimotor training approach ("directed babbling") was developed with the goal of facilitating tactile speech acquisition through frequent vocal imitation of visuo-tactile speech stimuli and attention to tactual feedback from one's own vocalizations. A final study evaluated the utility of the tactile speech display in resolving ambiguities among visually presented consonants, following either standard or enhanced sensorimotor training. Profoundly deaf and normal-hearing participants trained to exploit tactually-presented acoustic information in conjunction with visual speechreading to facilitate consonant identification in the absence of semantic context. Results indicate that the present transduction scheme can enhance reception of consonant manner and voicing information and facilitate identification of syllableinitial and syllable-final consonants. The sensorimotor training strategy proved selectively advantageous for subjects demonstrating more gradual tactual speech acquisition. Simple, low-cost tactile devices may prove suitable for widespread distribution in developing countries, where hearing aids and cochlear implants remain unaffordable for most severely and profoundly deaf individuals. They have the potential to enhance verbal communication with minimal need for clinical intervention.
by Theodore M. Moallem.
Ph.D.
Laczik, Tamás. "Encoding Temporal Healthcare Data for Machine Learning". Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-299433.
Texto completoDenna avhandling innehåller en recension av tidigare arbete inom områden av kodning av sekventiell sjukvårdsdata och förutsägelse av transplantat- mot- värdsjukdom, ett medicinskt tillstånd, baserat på patienthistoria med maskininlärning. En ny kodning av sådan data föreslås i maskininlärningssyfte. Den föreslagna kodningen, kallad bag of binned weighted events, är en kombination av två strategier som föreslagits i tidigare arbete, kallad bag of binned events och bag of weighted events. Ett empiriskt experiment är utformat för att utvärdera den föreslagna prestandan för den föreslagna kodningen över olika binningfönster jämfört med tidigare kodningar, baserat på AUC- måttet. Experimentet utförs på verkliga sjukvårdsdata som erhållits från svenska register, med random forest och logistic regression. Efter filtrering av data, lösning av kvalitetsproblem och justering av hyperparametrar för modellerna, erhålls slutliga resultat. Dessa resultat indikerar att den föreslagna kodningsstrategin presterar i nivå med, eller något bättre än bag of weighted events, och överträffar i de flesta fall bag of binned events. Skillnader i mått är dock små. Det observeras också att den föreslagna kodningen vanligtvis fungerar bättre med längre binningfönster som kan tillskrivas dataljud. Framtida arbete föreslås i form av att upprepa experimentet med olika datamängder och modeller, samt att ändra binningfönstrets längd för basalgoritmerna.
Dulas, Michael Robert. "The effect of explicitly directing attention toward item-feature relationships on source memory and aging: an erp study". Thesis, Georgia Institute of Technology, 2011. http://hdl.handle.net/1853/41187.
Texto completoPauzin, François Philippe [Verfasser], Patrick [Gutachter] Krieger y Stephan [Gutachter] Herlitze. "A corticothalamic circuit for refining tactile encoding : a switch between feature detection and discrimination / François Philippe Pauzin ; Gutachter: Patrick Krieger, Stephan Herlitze ; International Graduate School of Neuroscience". Bochum : Ruhr-Universität Bochum, 2018. http://d-nb.info/117520496X/34.
Texto completoBisso, Paul W. (Paul William). "Leveraging features of nanoscale particulates for information encoding, quantitative sensing and drug delivery". Thesis, Massachusetts Institute of Technology, 2017. http://hdl.handle.net/1721.1/115691.
Texto completoCataloged from PDF version of thesis. "February 2017." Handwritten on title page "February 2018."
Includes bibliographical references.
It is both uncontroversial and unassailable to assert that small things can often go where big things cannot. It is similarly prosaic to note that at smaller length scales, matter behaves differently than at larger length scales. This thesis exploits these intuitive and simple axioms to yield advances in three independent lines of enquiry: (i) robust and practically accessible encoding of information within microparticles, (ii) rapid, quantitative sensing of hydrophobic colloids and (iii) immunologically-focused drug delivery. Specifically, upconversion nanocrystals are used as the foundation of a novel spatial-spectral patterning motif to produce polymer microparticles with unique, decodable identities. With large single-particle encoding capacities (>10-⁶), an ultralow decoding false alarm rate (<10-⁹), and pronounced insensitivity to both particle chemistry and harsh processing conditions, this architecture enables practical deployment of encoded microparticles in applications with orthogonal requirements, including multiplexed bioassays and covert labeling of objects and packaging for anti-counterfeiting. Next, the large specific surface area of nanoscale objects is exploited by a family of zwitterionic, surfactant-like molecular rotors to develop a broadly applicable tool for sensitive, quantitative, and accessible nanoscale metrology. This tool is shown to address multiple challenges in nanometrology of self-assembled structures, including (i) quantification of surfactant adsorption isotherms on metal oxide surfaces, (ii) determination of self-assembly onset concentration, and (iii) high-throughput readout of drug delivery nanoparticle mass concentration. Finally, the combination of small size and large interfacial area was exploited to design nanoscale formulations for (i) ex vivo delivery to human neutrophils, a significant element of the innate immune system and (ii) targeted delivery of therapeutics to the asthmatic lung.
by Paul W. Bisso.
Ph. D.
Kundu, Benjamin Ina Annesha. "Imaging platforms for detecting and analyzing skin features and Its stability : with applications in skin health and in using the skin as a body-relative position-encoding system". Thesis, Massachusetts Institute of Technology, 2015. http://hdl.handle.net/1721.1/100114.
Texto completoCataloged from PDF version of thesis.
Includes bibliographical references (pages 121-124).
Skin imaging is a powerful, noninvasive method used with potential to aid in the diagnosis of various dermatological diseases and assess overall skin health. This thesis discusses imaging platforms that were developed to aid in studying skin features and characteristics at different time and length scales to characterize and monitor skin. Two applications are considered: (1) using natural skin features as a position encoding system and an aid for volume reconstruction of ultrasound imaging and (2) studying natural skin feature evolution or stability over time to aid in assessing skin health. A 5-axis, rigid translational scanning system was developed to capture images at specific locations and to validate skin based body registration algorithms. We show that natural skin features could be used to perform ultrasound based reconstruction accurate to 0.06 mm. A portable, handheld scanning device was designed to study skin characteristics at different time and length scales. With this imaging platform, we analyze skin features at different length scales: [mu]m (for microreliefs), mm (for moles and pores), and cm (for distances between microreliefs and other features). Preliminary algorithms are used to automatically identify microreliefs. Further work in image processing is required to assess skin variation using these images.
by Ina Annesha Kundu.
S.M.
Libros sobre el tema "FEATURE ENCODING"
Botly, Leigh Cortland Perry. Cholinergic influences on the encoding, but not retrieval, of crossmodal sensory feature binding in rats. 2005.
Buscar texto completoJeshion, Robin. Slurs, Dehumanization, and the Expression of Contempt. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198758655.003.0005.
Texto completoVölgyi, Béla, Garrett T. Kenyon, David W. Marshak y Botir Sagdullaev, eds. Encoding Visual Features by Parallel Ganglion Cell Initiated Pathways in the Healthy, Diseased and Artificial Retina. Frontiers Media SA, 2019. http://dx.doi.org/10.3389/978-2-88963-105-6.
Texto completoBjorkman, Bronwyn M. y Daniel Currie Hall, eds. Contrast and Representations in Syntax. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780198817925.001.0001.
Texto completoKuhlmann, Beatrice G. y Ute J. Bayen. Metacognitive Aspects of Source Monitoring. Editado por John Dunlosky y Sarah (Uma) K. Tauber. Oxford University Press, 2015. http://dx.doi.org/10.1093/oxfordhb/9780199336746.013.8.
Texto completoMitchell, Karen J. The Cognitive Neuroscience of Source Monitoring. Editado por John Dunlosky y Sarah (Uma) K. Tauber. Oxford University Press, 2015. http://dx.doi.org/10.1093/oxfordhb/9780199336746.013.2.
Texto completoGilad-Gutnick, Sharon y Pawan Sinha. The Presidential Illusion. Oxford University Press, 2017. http://dx.doi.org/10.1093/acprof:oso/9780199794607.003.0090.
Texto completoÜnal, Ercenur y Anna Papafragou. The relation between language and mental state reasoning. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198789710.003.0008.
Texto completoBailey, Matthew A. An overview of tubular function. Editado por Robert Unwin. Oxford University Press, 2015. http://dx.doi.org/10.1093/med/9780199592548.003.0020.
Texto completoNordlinger, Rachel. The Languages of the Daly River Region (Northern Australia). Editado por Michael Fortescue, Marianne Mithun y Nicholas Evans. Oxford University Press, 2017. http://dx.doi.org/10.1093/oxfordhb/9780199683208.013.44.
Texto completoCapítulos de libros sobre el tema "FEATURE ENCODING"
Langendoen, D. Terence y Gary F. Simons. "A Rationale for the TEI Recommendations for Feature-Structure Markup". En Text Encoding Initiative, 191–209. Dordrecht: Springer Netherlands, 1995. http://dx.doi.org/10.1007/978-94-011-0325-1_16.
Texto completoAvants, Brian, Elliot Greenblatt, Jacob Hesterman y Nicholas Tustison. "Deep Volumetric Feature Encoding for Biomedical Images". En Biomedical Image Registration, 91–100. Cham: Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-50120-4_9.
Texto completoPang, Xiaolin, Kexin Xie, Yuxi Zhang, Max Fleming, Damian Chen Xu y Wei Liu. "Adversarial Active Learning with Guided BERT Feature Encoding". En Advances in Knowledge Discovery and Data Mining, 508–20. Cham: Springer Nature Switzerland, 2023. http://dx.doi.org/10.1007/978-3-031-33377-4_39.
Texto completoLiu, Yang, Yuehuan Wang y Jun Wang. "An Improved MEEM Tracker via Adaptive Binary Feature Encoding". En Communications in Computer and Information Science, 413–25. Singapore: Springer Singapore, 2016. http://dx.doi.org/10.1007/978-981-10-3002-4_35.
Texto completoNakajima, Shin. "Non-clausal Encoding of Feature Diagram for Automated Diagnosis". En Software Product Lines: Going Beyond, 420–24. Berlin, Heidelberg: Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-15579-6_29.
Texto completoVenugopalan, Shreyas y Marios Savvides. "Iris Spoofing: Reverse Engineering the Daugman Feature Encoding Scheme". En Handbook of Iris Recognition, 355–66. London: Springer London, 2012. http://dx.doi.org/10.1007/978-1-4471-4402-1_18.
Texto completoDai, Qiang, Xi Cheng y Li Zhang. "Multi-spectral Dynamic Feature Encoding Network for Image Demoiréing". En Lecture Notes in Computer Science, 151–62. Cham: Springer Nature Switzerland, 2022. http://dx.doi.org/10.1007/978-3-031-15937-4_13.
Texto completoXing, Dong, Xianzhong Wang y Hongtao Lu. "Action Recognition Using Hybrid Feature Descriptor and VLAD Video Encoding". En Computer Vision - ACCV 2014 Workshops, 99–112. Cham: Springer International Publishing, 2015. http://dx.doi.org/10.1007/978-3-319-16628-5_8.
Texto completoDai, Longqi, Bo Xu y Hui Song. "Feature-Level Attention Based Sentence Encoding for Neural Relation Extraction". En Natural Language Processing and Chinese Computing, 184–96. Cham: Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-32233-5_15.
Texto completoLi, Shuyi, Haigang Zhang, Guimin Jia y Jinfeng Yang. "Finger Vein Recognition Based on Weighted Graph Structural Feature Encoding". En Biometric Recognition, 29–37. Cham: Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-97909-0_4.
Texto completoActas de conferencias sobre el tema "FEATURE ENCODING"
Li, Ning y Youfu Li. "Feature encoding for color image segmentation". En Multispectral Image Processing and Pattern Recognition, editado por Tianxu Zhang, Bir Bhanu y Ning Shu. SPIE, 2001. http://dx.doi.org/10.1117/12.441437.
Texto completoNoor, Jumana, Muneeba Daud, Raima Rashid, Hira Mir, Saima Nazir y Sergio A. Velastin. "Facial Expression Recognition using Hand-Crafted Features and Supervised Feature Encoding". En 2020 International Conference on Electrical, Communication, and Computer Engineering (ICECCE). IEEE, 2020. http://dx.doi.org/10.1109/icecce49384.2020.9179473.
Texto completoShatnawi, Hazim y H. Conrad Cunningham. "Encoding feature models using mainstream JSON technologies". En ACM SE '21: 2021 ACM Southeast Conference. New York, NY, USA: ACM, 2021. http://dx.doi.org/10.1145/3409334.3452048.
Texto completoZhou, Yao, Jiamin Ren, Jingyu Li, Litong Feng, Shi Qiu y Ping Luo. "Video Classification via Relational Feature Encoding Networks". En the Workshop. New York, New York, USA: ACM Press, 2017. http://dx.doi.org/10.1145/3134263.3134265.
Texto completoWang, Yu y Jien Kato. "Good Choices for Deep Convolutional Feature Encoding". En 2019 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, 2019. http://dx.doi.org/10.1109/wacv.2019.00039.
Texto completoLi, Lin, Zhaoxiang Zhang, Yan Huang y Liang Wang. "Deep Temporal Feature Encoding for Action Recognition". En 2018 24th International Conference on Pattern Recognition (ICPR). IEEE, 2018. http://dx.doi.org/10.1109/icpr.2018.8546263.
Texto completoRahimpour, Alireza, Ali Taalimi y Hairong Qi. "Feature encoding in band-limited distributed surveillance systems". En 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2017. http://dx.doi.org/10.1109/icassp.2017.7952457.
Texto completoShi, Yunxiao, Haoyu Fang, Jing Zhu y Yi Fang. "Pairwise Attention Encoding for Point Cloud Feature Learning". En 2019 International Conference on 3D Vision (3DV). IEEE, 2019. http://dx.doi.org/10.1109/3dv.2019.00024.
Texto completoAndo, Shin. "Latent feature encoding using dyadic and relational data". En the 20th ACM international conference. New York, New York, USA: ACM Press, 2011. http://dx.doi.org/10.1145/2063576.2063926.
Texto completoJin, Mengsi, JianHong Ye, JiLiang Luo y Yan Lin. "Predictive Monitoring Algorithm Based on Global Feature Encoding". En 2020 IEEE International Conference on Networking, Sensing and Control (ICNSC). IEEE, 2020. http://dx.doi.org/10.1109/icnsc48988.2020.9238130.
Texto completoInformes sobre el tema "FEATURE ENCODING"
Lers, Amnon y Pamela J. Green. LX Senescence-Induced Ribonuclease in Tomato: Function and Regulation. United States Department of Agriculture, septiembre de 2003. http://dx.doi.org/10.32747/2003.7586455.bard.
Texto completoOstersetzer-Biran, Oren y Jeffrey Mower. Novel strategies to induce male sterility and restore fertility in Brassicaceae crops. United States Department of Agriculture, enero de 2016. http://dx.doi.org/10.32747/2016.7604267.bard.
Texto completoElizur, Abigail, Amir Sagi, Gideon Hulata, Clive Jones y Wayne Knibb. Improving Crustacean Aquaculture Production Efficiencies through Development of Monosex Populations Using Endocrine and Molecular Manipulations. United States Department of Agriculture, junio de 2010. http://dx.doi.org/10.32747/2010.7613890.bard.
Texto completoLers, Amnon, E. Lomaniec, S. Burd, A. Khalchitski, L. Canetti y Pamela J. Green. Analysis of Senescence Inducible Ribonuclease in Tomato: Gene Regulation and Function. United States Department of Agriculture, febrero de 2000. http://dx.doi.org/10.32747/2000.7570563.bard.
Texto completoMorrison, Mark, Joshuah Miron, Edward A. Bayer y Raphael Lamed. Molecular Analysis of Cellulosome Organization in Ruminococcus Albus and Fibrobacter Intestinalis for Optimization of Fiber Digestibility in Ruminants. United States Department of Agriculture, marzo de 2004. http://dx.doi.org/10.32747/2004.7586475.bard.
Texto completoMcElwain, Terry F., Eugene Pipano, Guy H. Palmer, Varda Shkap, Stephn A. Hines y Wendy C. Brown. Protection of Cattle against Babesiosis: Immunization against Babesia bovis with an Optimized RAP-1/Apical Complex Construct. United States Department of Agriculture, septiembre de 1999. http://dx.doi.org/10.32747/1999.7573063.bard.
Texto completoMinz, Dror, Stefan J. Green, Noa Sela, Yitzhak Hadar, Janet Jansson y Steven Lindow. Soil and rhizosphere microbiome response to treated waste water irrigation. United States Department of Agriculture, enero de 2013. http://dx.doi.org/10.32747/2013.7598153.bard.
Texto completo