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Big Data, Urban Citizenship, and the World Machine

Mike Dee
2017 The Global Studies Journal  
This will better inform the implementation of public policy around the design, build, and governance of public space.  ...  A direct consequence of the increasingly security driven, policed, privatised, and surveilled nature of public space is the exclusion or "unfavourable inclusion" of those considered flawed and unwelcome  ...  Introduction he British band Level 42 had a major hit with the song World Machine in 1985, but they were perhaps being prescient in suggesting that the control of people and their seemingly aberrant behaviours  ... 
doi:10.18848/1835-4432/cgp/v10i02/41-49 fatcat:jcfh2hjz45dorezpkckvjmqyba

Evaluating the Cybersecurity Risk of Real World, Machine Learning Production Systems [article]

Ron Bitton, Nadav Maman, Inderjeet Singh, Satoru Momiyama, Yuval Elovici, Asaf Shabtai
2021 arXiv   pre-print
the security risks of their ML-based systems.  ...  The proposed scoring system utilizes the analytic hierarchy process (AHP) for ranking, with the assistance of security experts, various attributes of the attacks.  ...  Note, for AML threats, the impact is defined based on the attack impact metric from CMLVSS.  ... 
arXiv:2107.01806v2 fatcat:jxqg2zcax5gqdijfxo2bhy4f4m

Demystifying a Dark Art: Understanding Real-World Machine Learning Model Development [article]

Angela Lee, Doris Xin, Doris Lee, Aditya Parameswaran
2020 arXiv   pre-print
that appropriately recommends a clever combination of the two strategies.  ...  Users currently rely on empirical trial-and-error to obtain their own set of battle-tested guidelines to inform their modeling decisions.  ...  The content is solely the responsibility of the authors and does not necessarily represent the official views of the funding agencies and organizations.  ... 
arXiv:2005.01520v1 fatcat:nf44gjwpnvbsphtd6mcw7mzrt4

An Empirical Overview of the No Free Lunch Theorem and Its Effect on Real-World Machine Learning Classification

David Gómez, Alfonso Rojas
2016 Neural Computation  
This letter explores empirically the effect of the NFL theorem on some popular machine learning classification techniques over real-world data sets.  ...  A sizable amount of research has been done to improve the mechanisms for knowledge extraction such as machine learning classification or regression.  ...  Clearly, not all the algorithms will perform equally well on all problems: very specific, artificial data sets could be designed to be difficult to handle accurately for one particular classifier, as seen  ... 
doi:10.1162/neco_a_00793 pmid:26599713 fatcat:75svc23aozhzdc6g67h2fb5kaq

Preface to the 2014 Edition. World Machines: The Steam Engine, the Railway, and the Computer [chapter]

2019 The Railway Journey  
No previous world machine had been able to do this.  ...  , or alias of nature, we have to conclude that each time this happens the world becomes a world machine.  ... 
doi:10.1525/9780520957909-004 fatcat:puuc3ousc5aszjh2vp2c4xtv7y

Seeing is believing: The importance of visualization in real-world machine learning applications

Alfredo Vellido, José David Martín-Guerrero, Fabrice Rossi, Paulo J. G. Lisboa
2011 The European Symposium on Artificial Neural Networks  
At ESANN 2011, the special session "Seeing is believing: The importance of visualization in real-world machine learning applications" reflects some of the main emerging topics in the field.  ...  This tutorial prefaces the session, summarizing some of its contributions, while also providing some clues to the current state and the near future of visualization methods within the framework of Machine  ...  Some progress has been made in this direction by designing cases-oriented quality measures: in the case of clustering analysis, for instance, it is important for neighborhood structures on the visual representation  ... 
dblp:conf/esann/VellidoMRL11 fatcat:et2yzjiu7rg3lgf6wiqp2oqwna

A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension

Jiahua Liu, Wan Wei, Maosong Sun, Hao Chen, Yantao Du, Dekang Lin
2018 Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing  
Combined with a simple heuristic passage extraction strategy for overlong documents, our model increases the ROUGE-L score on the DuReader dataset from 44.18, the previous state-of-the-art, to 51.09.  ...  The task of machine reading comprehension (MRC) has evolved from answering simple questions from well-edited text to answering real questions from users out of web data.  ...  The improvement for Q m is higher than that for Q s . Conclusion In this paper, we focus on real-world machine reading comprehension.  ... 
doi:10.18653/v1/d18-1235 dblp:conf/emnlp/LiuWSCDL18 fatcat:6ssnwqnwczck7ow2a3qsulqeey

Case study: Real-world machine learning application for hardware failure detection

Hongsup Shin
2019 Proceedings of the 18th Python in Science Conference   unpublished
Due to the complexity of the design, the baseline approach is to provide random stimuli to verify random parts of the design.  ...  This way, instead of running random tests agnostically, engineers use the model prediction on a new set of test candidates and run a subset of them (i.e., "filtering" the tests) that are more likely to  ...  metrics and objectives, and domain knowledge on hardware verification.  ... 
doi:10.25080/majora-7ddc1dd1-001 fatcat:n3f7d75ncncvnnlchprucxzbwy

The Continental Drift in the Machine Tool Industry

Frank Brinken
2012 Procedia CIRP  
The machine tool consumption is moving into the emerging markets. 60 % of the world machine tool consumption will be in Asia by 2014.  ...  Different aspects concerning thermal, ergonomical and electrical design are highlighted. The trend results in a need for new market adapted product design specifications.  ...  World machine tool production 1980 -2011Fig. 2shows that the machine tool consumption shifted from the "old" industrialised countries into the dynamic Asian region. [2] ) Fig. 3 . 3 market volume ∼ 85  ... 
doi:10.1016/j.procir.2012.04.003 fatcat:orqqzl4uozefrlnddly6zhzmme

Page 77 of Thought Vol. 66, Issue 260 [page]

1991 Thought  
Two centuries ago, when the universe was thought of mechanistically and likened to the precision workings of a watch, natural theologians argued that this necessitated someone to design the world machine  ...  What is significant to note here is that the question of a divine designer is being raised by scientists, not theologians.  ... 

Colors of the Hemispheres in Plato's Myth of Er (Republic 616 E)

Robert S. Brumbaugh
1951 Classical Philology  
174 proper to the presence of perfection in a world-machine.”  ...  NOTES AND DISCUSSIONS COLORS OF THE HEMISPHERES IN PLATO’S MYTH OF ER (REPUBLIC 616E) The intrusion of a detailed description of the colors of each of the rims of hemispheres of the world-machine in the  ... 
doi:10.1086/363397 fatcat:dwepv7bq6zg7rcmsnswb5mws7y

Page 157 of Manufacturing Engineering Vol. 32, Issue 1 [page]

1954 Manufacturing Engineering  
& point where they are today a lenge for the world machine tool ” ets.  ...  in Sao According to the announce the firm is designed to become terpart of Firth Sterling in try.  ... 

Book Review: David Mitchell's Post-Secular World: Buddhism, Belief and the Urgency of Compassion by Rose Harris-Birtill

Jonathan Greenaway
2019 C21 Literature: Journal of 21st-century Writings  
The opening chapter builds upon this introduction by offering a reading of the 'world machine' that is Mitchell's short fiction.  ...  the much under-studied libretti and one on the role of time in the Anthropocene, the subsequent chapter turns to the spatial, 'using the mandala's distinctive structural design to suggest new critical  ...  Competing Interests The author declares that they have no competing interests.  ... 
doi:10.16995/c21.1333 fatcat:ppedtesvmne47baktekmfdq7ma

Page 109 of The Electrical Review Vol. 30, Issue 739 [page]

1892 The Electrical Review  
For example, in testing the 400-light Edison —_— “4 Graduation thesis in the Electrical Engineering course at Columbia College, 1891. + New York Electrical World. machine it was noted that the induction  ...  Crocker-Wheeler motor, and the deflections of the voltmeter noted on “ break- ing” the field circuit.  ... 

Page 333 of Scientific American Supplement Vol. 64, Issue 1664 [page]

1907 Scientific American Supplement  
for the propulsion of the vessel, unless some design that occupies less room in a vessel than the triple-expansion engine and demand, the development of the turbine engine may solve the problem.  ...  Then with the increased freeboard of the battleships, the extension of the protective deck, and the increased area of waterline armor belt, we have as high a class of fighting nava) power in the world.  ... 
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