Academic literature on the topic 'Wilkes machine'

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Journal articles on the topic "Wilkes machine"

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Katsikopoulos, Konstantinos V. "Human and Artificial Decision Making." Croatian journal of philosophy 24, no. 72 (2024): 387–97. https://doi.org/10.52685/cjp.24.72.5.

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Machines can now match, or outperform, human performance in several reasoning and decision tasks. Some say that all that intelligence amounts to is smart computation. This is not a new thesis, dating back to Leibniz as well as Simon and Newell, but what is new is what smart means. Today it is identified with complex statistics and optimisation. Simon’s meaning, however, of smart rested on bounded rationality, a unified view of human and artificial decision making. This view was f l eshed out by Gigerenzer as fast-and-frugal heuristics. Interestingly, such heuristics are typically sparse, as so
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Morrissey, Sara. "Yorick Wilks, Machine Translation: Its Scope and Limits." Machine Translation 23, no. 4 (2009): 265–67. http://dx.doi.org/10.1007/s10590-009-9067-4.

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Widman, Adam, Alexandre P. Cheng, Aaron Sossin, et al. "Abstract 337: Balanced-strand sequencing for highly efficient duplex variant calling in circulating tumor DNA." Cancer Research 84, no. 6_Supplement (2024): 337. http://dx.doi.org/10.1158/1538-7445.am2024-337.

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Abstract Several approaches for the detection of circulating tumor DNA (ctDNA) are anchored in the accurate identification of cancer-specific single nucleotide variants (SNVs) in plasma. Such approaches are limited in ultra-low tumor fraction (TF) contexts, such as early cancer detection or the identification of postoperative minimal residual disease, where ctDNA SNVs are difficult to distinguish against background sequencing error. ctDNA detection in these critical low TF contexts is further limited by the sparse amount of cell free DNA (cfDNA) in plasma (Zviran et al., 2020). To reduce singl
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Assaad, Majd Al, Michael Sigouros, Jyothi Manohar, et al. "Abstract 2143: Cancer of unknown Primary (CUP): Beyond the identification of the site of origin by an integrative genomic approach." Cancer Research 83, no. 7_Supplement (2023): 2143. http://dx.doi.org/10.1158/1538-7445.am2023-2143.

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Abstract CUP is a relatively common diagnosis that accounts for 3-9% of all cancers. The prognosis is poor with median survival of approximately 9 months. The identification of the primary tumor and therapy targets could improve the survival of these patients. We employed the BostonGene Tumor PortraitTM platform to interrogate 19 CUP cases. Trained on >19,000 samples and validated on 28,000 samples from independent datasets, the machine-learning based algorithm integrates whole-exome and RNA sequencing (WES and RNAseq) analysis to characterize cancer drivers, the tumor microenvironment,
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Rodriguez, Paul. "Simple Recurrent Networks Learn Context-Free and Context-Sensitive Languages by Counting." Neural Computation 13, no. 9 (2001): 2093–118. http://dx.doi.org/10.1162/089976601750399326.

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It has been shown that if a recurrent neural network (RNN) learns to process a regular language, one can extract a finite-state machine (FSM) by treating regions of phase-space as FSM states. However, it has also been shown that one can construct an RNN to implement Turing machines by using RNN dynamics as counters. But how does a network learn languages that require counting? Rodriguez, Wiles, and Elman (1999) showed that a simple recurrent network (SRN) can learn to process a simple context-free language (CFL) by counting up and down. This article extends that to show a range of language tas
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Nashat, S., та M. Z. Abdullah. "Multi-class colour inspection of baked foods featuring support vector machine and Wilk’s λ analysis". Journal of Food Engineering 101, № 4 (2010): 370–80. http://dx.doi.org/10.1016/j.jfoodeng.2010.07.022.

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Istomin, Vladimir A., and Semen A. Pavlov. "Suitability of different machine learning methods for high-speed flow modeling issues." Cybernetics and Physics, Volume 12, 2023, Number 4 (December 31, 2023): 264–74. http://dx.doi.org/10.35470/2226-4116-2023-12-4-264-274.

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In the present study, machine learning algorithms are applied for modeling transport coefficients in strongly nonequilibrium reacting gas flows. As a model case, the problem of a hypersonic flow of a five-component air mixture around a sphere is considered. Various approaches for an application of machine learning methods, such as linear regression, k-nearest neighbors, support vector machine, regression tree, random forest, gradient boosting, and neural network (multilayer perceptron) are investigated. For the transport coefficients regression modeling the combination of machine learning meth
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Chelishchev, Petr, Aleksandr Popov, and Knut Sørby. "Robust Estimation of Optimal Sample Size for CMM Measurements with Statistical Tolerance Limits." MATEC Web of Conferences 220 (2018): 04001. http://dx.doi.org/10.1051/matecconf/201822004001.

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The paper proposes the kernel probability density function approach to estimate the distribution of measurements on a part which is measured in a coordinate measuring machine (CMM). The study is based on the experimental data derived from internal cylinder measurements. The distribution free model suggested by Wilks was used as a reference for the selection of the sample size. Three cross sections of a cylinder were measured regarding to this reference. The work defines the minimum required sample size for obtaining at least 0.95 proportion of radius variation for particular studied cylindrica
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Khan, Tanveer, Mindaugas Budzys, Khoa Nguyen, and Antonis Michalas. "SoK: Wildest Dreams: Reproducible Research in Privacy-preserving Neural Network Training." Proceedings on Privacy Enhancing Technologies 2024, no. 3 (2024): 144–64. http://dx.doi.org/10.56553/popets-2024-0072.

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Machine Learning (ML), addresses a multitude of complex issues in multiple disciplines, including social sciences, finance, and medical research. ML models require substantial computing power and are only as powerful as the data utilized. Due to the high computational cost of ML methods, data scientists frequently use Machine Learning-as-a-Service (MLaaS) to outsource computation to external servers. However, when working with private information, like financial data or health records, outsourcing the computation might result in privacy issues. Recent advances in Privacy-Preserving Techniques
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Li, Kailong, Guohe Huang, and Brian Baetz. "Development of a Wilks feature importance method with improved variable rankings for supporting hydrological inference and modelling." Hydrology and Earth System Sciences 25, no. 9 (2021): 4947–66. http://dx.doi.org/10.5194/hess-25-4947-2021.

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Abstract. Feature importance has been a popular approach for machine learning models to investigate the relative significance of model predictors. In this study, we developed a Wilks feature importance (WFI) method for hydrological inference. Compared with conventional feature importance methods such as permutation feature importance (PFI) and mean decrease impurity (MDI), the proposed WFI aims to provide more reliable variable rankings for hydrological inference. To achieve this, WFI measures the importance scores based on Wilks Λ (a test statistic that can be used to distinguish the differen
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Dissertations / Theses on the topic "Wilkes machine"

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Кулик, Ігор Анатолійович, Игорь Анатольевич Кулик, Ihor Anatoliiovych Kulyk, Сергій Вікторович Костель, Сергей Викторович Костель та Serhii Viktorovych Kostel. "Биномиальный автомат Уилкса". Thesis, Издательство СумГУ, 2006. http://essuir.sumdu.edu.ua/handle/123456789/17821.

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Farjam, Mike [Verfasser], Oliver [Gutachter] Kirchkamp, and Willem F. G. [Gutachter] Haselager. "Game against the machine : interacting with artificial economic agents / Mike Farjam ; Gutachter: Oliver Kirchkamp, Willem Haselager." Jena : Friedrich-Schiller-Universität Jena, 2016. http://d-nb.info/117761121X/34.

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Bogunovic, Hrvoje. "Geometric modeling and characterization of the circle of willis." Doctoral thesis, Universitat Pompeu Fabra, 2012. http://hdl.handle.net/10803/94141.

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Los derrames cerebrales son una de las causas principales de morbilidad y mortalidad en los países desarrollados. Esto ha motivado una búsqueda de configuraciones del sistema vascular que se cree que están asociadas con el desarrollo de enfermedades vasculares. En la primera contribución se ha mejorado un método de segmentación vascular para lograr robustez en la segmentación de imágenes procedentes de diferentes modalidades y centros clínicos, con una validación exhaustiva. Una vez que el sistema vascular está correctamente segmentado, en la segunda contribución se ha propuesto una metodologí
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Books on the topic "Wilkes machine"

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Stevenson, Mark, Khurshid Ahmad, and Christopher Brewster. Words and Intelligence II: Essays in Honor of Yorick Wilks. Springer Netherlands, 2010.

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Stevenson, Mark, Khurshid Ahmad, and Christopher Brewster. Words and Intelligence II: Essays in Honor of Yorick Wilks. Springer London, Limited, 2007.

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Ricci, Andres Martinez, Mark Weakland, and Christian Cornia. Smash!: Wile E. Coyote Experiments with Simple Machines. Capstone, 2015.

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Ricci, Andrés, Mark Weakland, and Christian Cornia. Smash!: Wile E. Coyote Experiments with Simple Machines. Capstone, 2014.

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Drury, Joseph. Libertines and Machines in Love in Excess. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198792383.003.0003.

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This chapter reads Eliza Haywood’s seduction fiction and eighteenth-century anti-novel discourse in relation to the debate on the freedom of the will prompted by the rise of mechanical philosophy. Haywood’s protagonists are machines whose actions are determined by external causes. The central tension in Love in Excess revolves around the two opposing conclusions she derives from this premise. At times, she seems to endorse her male protagonist’s claim that necessary agents cannot be held responsible for their transgressions and invites her readers to suspend their moral judgement. But elsewher
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Smith, Jad. Raising the Noise Level, 1951–66. University of Illinois Press, 2017. http://dx.doi.org/10.5406/illinois/9780252037337.003.0002.

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This chapter details the early life of John Brunner. Brunner had first meaningful encounter with science fiction (SF) when grandfather's rare 1898 Heinemann edition of H. G. Wells' The War of the Worlds (1898) ended up misshelved in his playroom. At six and a half years old, Brunner read it, adorned its endpapers with Martian fighting-machines, and that was that. By nine, Brunner was a full-fledged SF addict. During his final term at Cheltenham College in the fall of 1951, Brunner's first printed story appeared alongside fiction by A. Bertram Chandler, Kenneth Bulmer, and Manly Banister in Wal
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Wierling, Dorothee, ed. »Wenn die Norskes uns schon nicht lieben, …«. Wallstein Verlag, 2021. http://dx.doi.org/10.5771/9783835347359.

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Ein Tagebuch über die Besatzung Norwegens im Zweiten Weltkrieg aus der Perspektive eines deutschen Dienststellenleiters und Mittäters. Im April 1940 geht der junge Kaffeemakler Heinrich Christen als Besatzer nach Norwegen. Er lässt Firma und Familie in Hamburg zurück, um schon bald Karriere als Dienststellenleiter in Bergen und später Trondheim zu machen. Damit wird er Herr über die beiden größten Provinzen des Landes und verkehrt gesellschaftlich in den Führungskreisen der Wehrmacht und der SS. In seinem Tagebuch beschreibt und reflektiert der überzeugte Nationalsozialist ausführlich seine Er
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Luckhurst, Roger, ed. Late Victorian Gothic Tales. Oxford University Press, 2009. http://dx.doi.org/10.1093/owc/9780199538874.001.0001.

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He was a man of fairly firm fibre, but there was something in this sudden, uncontrollable shriek of horror which chilled his blood and pringled in his skin. Coming in such a place and at such an hour, it brought a thousand fantastic possibilities into his head...' The Victorian fin de siècle: the era of Decadence, The Yellow Book, the New Woman, the scandalous Oscar Wilde, the Empire on which the sun never set. This heady brew was caught nowhere better than in the revival of the Gothic tale in the late Victorian age, where the undead walked and evil curses, foul murder, doomed inheritance and
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Devos, Timothy, ed. Sterbehilfe in Belgien. Psychosozial-Verlag, 2022. http://dx.doi.org/10.30820/9783837978933.

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Mit einem Vorwort zur deutschen Ausgabe von Raimund Klesse Mit Vorworten von Jacques Ricot und Herman De Dijn und einem Nachwort von Timothy Devos Aus dem Französischen von Jürgen Schröder Seit 2002 ist die aktive Sterbehilfe in Belgien unter bestimmten Voraussetzungen gesetzlich zulässig. Die Entkriminalisierung der Sterbehilfe hatte zum Ziel, die Selbstbestimmung Todkranker in den Mittelpunkt zu stellen. Mit der steigenden Verbreitung in den vergangenen 20 Jahren ist sie zunehmend zu etwas »Normalem« geworden. Dieser »Normalität« stellen sich Mediziner*innen und Pflegekräfte aus verschiedene
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Ridenhour, Jamieson. In Darkest London. Published by Scarecrow Press, Inc., 2012. https://doi.org/10.5040/9798881819064.

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During the 19th century, London was a complex, vibrant, and multi-faceted city, the first true metropolis. As such, it contained within it a widely disparate array of worlds and cultures. Representations of London in literature varied just as widely. In the late 1830s, London began appearing as a site of literary terror, and by the end of the century a large proportion of the important Victorian “Gothic revival” novels were set in the city: The Strange Case of Dr. Jekyll and Mr. Hyde, The Picture of Dorian Gray, The Three Impostors, The Beetle, Dracula, and many others. In Darkest London is a
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Book chapters on the topic "Wilkes machine"

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Nolte, Burkhardt. "8 »22-mal Gottesdienst am Sonntagmorgen?« Um Himmels willen! Nein! – Ein Plädoyer mit Alternative." In Einfach mal machen. Vandenhoeck & Ruprecht, 2020. http://dx.doi.org/10.13109/9783666616235.66.

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Zhao, Yong. "Rethinking Teacher Quality in the Age of Smart Machines." In The Wiley Handbook of Teaching and Learning. John Wiley & Sons, Inc., 2018. http://dx.doi.org/10.1002/9781118955901.ch25.

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Grünewald, Dietrich. "»Jeder wehrt sich gegen die Zeit«:." In Alter(n)skulturen. transcript Verlag, 2022. http://dx.doi.org/10.14361/9783839459928-010.

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Harold Fosters Prinz Eisenherz gehört zu den wenigen Serien, in denen der Protagonist nicht auf einen Lebenszeitpunkt »eingefroren« ist, sondern allmählich älter (und erfahrener) wird. Das geschieht kaum merklich von Album zu Album. Doch in Band 3 der Werkausgabe, Ritter der Tafelrunde, begegnet er in der Höhle der schönen Hexe einem Greis, der personalisierten Zeit. Er versucht mit dem Alten zu kämpfen, doch der besiegt ihn und zeigt ihm, wie er als alter Mann aussehen wird: abgemagert, hohlwangig, weißhaarig - ein »Schatten des einst so stolzen Prinzen«. (27 f.) Hans Tischler hat das Thema a
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Dasgupta, Subrata. "“The Best Way to Design . . .”." In It Began with Babbage. Oxford University Press, 2014. http://dx.doi.org/10.1093/oso/9780199309412.003.0016.

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In February 1951, the Ferranti Mark I was delivered to the University of Manchester. This was the commercial “edition” of the Manchester Mark I (see Chapter 8, Section XIII), the product of a collaboration between town and gown, the former being the Manchester firm of Ferranti Limited. It became (by a few months) the world’s first commercially available digital computer (followed in June 1951 by the “Universal Automatic Computer” [UNIVAC], developed by the Eckert-Mauchly Computer Corporation). The Ferranti Mark I was unveiled formally at an inaugural conference held in Manchester, June 9 to 12
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Turing, Alan. "Can Digital Computers Think? (1951)." In The Essential Turing. Oxford University Press, 2004. http://dx.doi.org/10.1093/oso/9780198250791.003.0019.

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The lecture ‘Can Digital Computers Think?’ was broadcast on BBC Radio on 15 May 1951, and was repeated on 3 July of that year. (Sara Turing relates that Turing did not listen to the Wrst broadcast but did ‘pluck up courage’ to listen to the repeat.) Turing’s was the second lecture in a series with the general title ‘Automatic Calculating Machines’. Other speakers in the series included Newman, D. R. Hartree, M. V. Wilkes, and F. C. Williams. Turing’s principal aim in this lecture is to defend his view that ‘it is not altogether unreasonable to describe digital computers as brains’, and he argu
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Copeland, Jack. "Turing’s great invention: the universal computing machine." In The Turing Guide. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198747826.003.0013.

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There is no such person as the inventor of the computer: it was a group effort. The many pioneers involved worked in different places and at different times, some in relative isolation and others within collaborative research networks. There are some very famous names among them, such as Charles Babbage and John von Neumann—and, of course, Alan Turing himself. Other leading names in this roll of honour include Konrad Zuse, Tommy Flowers, Howard Aiken, John Atanasoff, John Mauchly, Presper Eckert, Jay Forrester, Harry Huskey, Julian Bigelow, Samuel Alexander, Ralph Slutz, Trevor Pearcey, Mauric
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Bowen, Jonathan, and Jack Copeland. "Turing’s legacy." In The Turing Guide. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198747826.003.0055.

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In terms of public appreciation Turing has risen quickly from zero to hero. The decades of obscurity (Who did you say? Turning?) came to an end with the much-publicized Royal Pardon of 2013 and, before that, the widespread international celebrations in 2012 during the centenary of his birth—celebrations that formed a spontaneous collective decentralized yell, by academics, artists, broadcasters, politicians, athletes, and others: ACCLAIM HIM! Suddenly Turing went viral. This final chapter surveys his burgeoning legacy: cultural, political, scientific, and linguistic. It is a work in progress.
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Mahat, Nor Idayu, Maz Jamilah Masnan, Ali Yeon Md Shakaff, Ammar Zakaria, and Muhd Khairulzaman Abdul Kadir. "Artificial Odour Classification System." In Electronic Nose Technologies and Advances in Machine Olfaction. IGI Global, 2018. http://dx.doi.org/10.4018/978-1-5225-3862-2.ch002.

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This chapter overviews the issue of multicollinearity in electronic nose (e-nose) classification and investigates some analytical solutions to deal with the problem. Multicollinearity effect may harm classification analysis from producing good parameters estimate during the construction of the classification rule. The common approach to deal with multicollinearity is feature extraction. However, the criterion used in extracting the raw features based on variances may not be appropriate for the ultimate goal of classification accuracy. Alternatively, feature selection method would be advisable
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Silver, Brian L. "The Gene Machine." In The Ascent of Science. Oxford University PressNew York, NY, 1998. http://dx.doi.org/10.1093/oso/9780195116991.003.0024.

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Abstract In November 1895, Roentgen discovered X-rays. In 1912, van Laue showed that the diffraction of X-rays could be used to determine the arrangement of atoms in crystals. In 1952, Rosalind Franklin, working with the physicist Maurice Wilkins in King’s College London, shone a beam of X-rays at a crystal of DNA and photographed the diffracted rays. She obtained beautiful but complex patterns. There are recognized and well-tried mathematical methods used to analyze the patterns in X-ray diffraction patterns and convert them into information on the spatial arrangement of atoms in the scatteri
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"Electric Machines." In Power Engineering (Willis). CRC Press, 2003. http://dx.doi.org/10.1201/9780203913468.ch3.

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Conference papers on the topic "Wilkes machine"

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Muldoon, Thomas R., Bob Cashner, and Sara Vestfals. "High Pressure Feedwater Heater Cup Forging Alteration." In ASME 2014 Power Conference. American Society of Mechanical Engineers, 2014. http://dx.doi.org/10.1115/power2014-32217.

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American Exchanger Services, Inc (AM-EX) performed a 2012 repair of a vertical head-up High Pressure (HP) Feedwater Heater breech lock channel during a shop based re-tube for the American Electric Power (AEP) Wilkes Power Plant, Unit 1. The 48 year old channel is a carbon steel cup-forging that had 1-1/2″ deep circumferential cracks extending radially into the tight knuckle radius at the channel barrel to tubesheet junction. A small area was also found on the backside of the tubesheet which had corroded to a depth of 7/16″. Several methods to repair these types of failures may be employed, suc
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Fadow, Olivia, Skyler Leonard, and Salim Azzouz. "Automation of a Dual Planetary Gearing Transmission Using Control Mechanisms and a Programmable Logic Controller." In ASME 2022 International Mechanical Engineering Congress and Exposition. American Society of Mechanical Engineers, 2022. http://dx.doi.org/10.1115/imece2022-95173.

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Abstract The transmission used in this project has been worked on by three senior design teams. The fourth team is currently working to design control mechanisms to automate the manual dual planetary transmission. The control mechanisms are a combination of mechanical and pneumatic systems that are controlled by a Programmable Logic Controller (PLC) program. The transmission will be used in the Machine Elements Design Laboratory to educate students on gear transmissions and levers. SolidWorks software was used to draw and simulate the mechanical parts of the control systems, before being sent
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Song, Ziwei, Yifeng Cui, Seok-Kwon Jeong, Qingquan Jia, and Zhenguo Li. "Research on Demand Response Control Strategy of Temperature Controlled Load Considering Different Wills of Users Based on Signal Broadcast." In 2021 24th International Conference on Electrical Machines and Systems (ICEMS). IEEE, 2021. http://dx.doi.org/10.23919/icems52562.2021.9634391.

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Cann, Megan, Robert Speed, Abraham Moreno, and Salim Azzouz. "Design of a Clutching and Braking System to Automate a Chain-Coupled Dual Planetary Gearing Transmission." In ASME 2022 International Mechanical Engineering Congress and Exposition. American Society of Mechanical Engineers, 2022. http://dx.doi.org/10.1115/imece2022-95227.

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Abstract The engineering team at Midwestern State University is working on a double planetary gearing transmission coupled by driving chains and sprockets. The ultimate purpose of this project is to manufacture and automate a transmission apparatus for the Machine Element Design Laboratory. The current team is the fourth team to work on this project and is tasked to build a better entry and exit shaft, as well as a braking system, and automate the entire system. The Willis Gearing Theory was used to determine the system’s theoretical gear ratios. Next, the entry and exit shafts of the transmis
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Vasconcelos, Eduardo Silva, and Leandro Aureliano da Silva. "Statistical analysis and machine learning models in Brazilian agricultural production: Temporal trends and productive efficiency over four decades (1980-2019)." In I Seven Agricultural Sciences Congress. Seven Congress, 2024. http://dx.doi.org/10.56238/icongresssevenagriculturalsciences-009.

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The research presented here addresses agricultural production in Brazil over four decades, highlighting the importance of the sector for the country's economy and the need for advanced techniques for analysis and forecasting. Using data from the Food and Agriculture Organization of the United Nations (FAO), the study assesses long-term trends and the productive efficiency of different crops between 1980 and 2019. The primary objectives include analyzing the total production of agricultural items, assessing the harvested area and the ratio of production to harvested area, in addition to identif
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Dvory, N. Z., P. J. Smith, K. L. McCormack, R. Esser, and B. J. McPherson. "On the Path to Least Principal Stress Prediction: Quantifying the Impact of Borehole Logs on the Prediction Model." In 57th U.S. Rock Mechanics/Geomechanics Symposium. ARMA, 2023. http://dx.doi.org/10.56952/arma-2023-0510.

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ABSTRACT Knowledge of the minimum horizontal principal stress (Shmin) is essential for geo-energy utilization. Shmin direct measurements are costly, involve high-risk operations, and provide only discrete values of the required quantity. Other methods were developed to interpret a continuous stress sequence from sonic logs. These methods usually require some ‘horizontal tectonic stress’ correction for calibration and rarely match sections characterized by stress profiling due to viscoelastic stress relaxation. Recently, several studies have tried to predict the stress profile by an empirical c
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Porta, Micaela, Bruno Leban, and Massimiliano Pau. "Simultaneous assessment of upper limb usage and sedentary behavior time among white- and blue-collar workers using wrist-worn accelerometers." In 13th International Conference on Applied Human Factors and Ergonomics (AHFE 2022). AHFE International, 2022. http://dx.doi.org/10.54941/ahfe1001479.

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The use of wrist-worn accelerometers to perform assessment of physical activity features and posture recognition, has significantly increased in the last decades, but remains limited in ergonomic contexts. In particular, to our knowledge, no studies employed them to investigate symmetry of use of upper limb (UL) during actual work shifts, even though such information would be useful to identify potentially unbalanced use of dominant and non-dominant limb. In the present study we aimed to estimate intensity and symmetry of use of UL while, at the same time, analyzing the amount of time spent in
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Reports on the topic "Wilkes machine"

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Alhasson, Haifa F., and Shuaa S. Alharbi. New Trends in image-based Diabetic Foot Ucler Diagnosis Using Machine Learning Approaches: A Systematic Review. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2022. http://dx.doi.org/10.37766/inplasy2022.11.0128.

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Review question / Objective: A significant amount of research has been conducted to detect and recognize diabetic foot ulcers (DFUs) using computer vision methods, but there are still a number of challenges. DFUs detection frameworks based on machine learning/deep learning lack systematic reviews. With Machine Learning (ML) and Deep learning (DL), you can improve care for individuals at risk for DFUs, identify and synthesize evidence about its use in interventional care and management of DFUs, and suggest future research directions. Information sources: A thorough search of electronic database
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Araya, Mesele, Pauline Rose, Ricardo Sabates, Dawit Tibebu Tiruneh, and Tassew Woldehanna. Learning Losses during the COVID-19 Pandemic in Ethiopia: Comparing Student Achievement in Early Primary Grades before School Closures, and After They Reopened. Research on Improving Systems of Education (RISE), 2022. http://dx.doi.org/10.35489/bsg-rise-ri_2022/049.

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The outbreak of COVID-19 pandemic has disrupted the education sector in unprecedented ways. As with many other countries around the world, the Ethiopian government closed schools following the first identified case in the capital city, Addis Ababa, on the 16th of March 2020. Across the country, these closures resulted in more than 26 million learners staying at home for almost eight months (UNESCO, 2021). In addition to this hiatus in their education, pupils were promoted automatically to the next grade with only 45 days of catch-up classes (Ministry of Education, 2020). In other words, those
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Monetary Policy Report, January 2025. Banco de la República, 2025. https://doi.org/10.32468/inf-pol-mont-eng.tr1-2025.

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While inflation fell significantly in 2024, it continues above the 3% target. However, monetary policy measures and corrections in particular factors that exert upward price pressures have helped direct inflation toward the objective. Economic activity continues to recover and is expected to continue growing. The monetary policy interest rate is compatible with the convergence of inflation to its 3% target and the gradual recovery of economic growth toward more sustainable levels. Inflation has fallen significantly, from 9.3% in 2023 to 5.2% in 2024. During this year and into the next, inflati
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