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Machine Learning: A New Approach for Dose Individualization
Clinical Pharmacology & Therapeutics, 2023The application of machine learning (ML) has shown promising results in precision medicine due to its exceptional performance in dealing with complex multidimensional data. However, using ML for individualized dosing of medicines is still in its early stage, meriting further exploration.
Qiu‐Yue Li +9 more
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Machine dating of manuscripts written by an individual
Journal of Electronic Imaging, 2008We present a pioneering study on machine dating of manuscripts written by an individual. Analysis of handwriting style forms the core of the proposed method. A general framework is presented for automatic time stamping of handwritten manuscripts. Initially, it is hypothesized that a manuscript can be dated, to a certain level of accuracy, by looking at
Utpal Garain +3 more
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MACHINES, INTELLIGENCE, AND INDIVIDUALITY
Perceptual and Motor Skills, 1991For a machine to be considered intelligent it should have the capacity to monitor both its environment and also its own processing activities. The question is raised as to whether such a machine would then be useful as a tool.
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Application to the individual machine
1995It would be easy to call for more data in every aspect of extruder operation; reliable data, especially on larger machines, are always valuable in verifying and extending generalized predictions. The trade processor, however, needs more immediate information to obtain the best quality product and then maximize the efficiency of production, usually by ...
M. J. Stevens, J. A. Covas
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Towards Individualized Affective Human-Machine Interaction
2018 27th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2018Robots and other autonomous systems interacting with humans should customize their behaviour to their human partner's preferences. We propose a method for learning and generating robot movement customized to individual preferences. Within a reinforcement learning framework, we generate rewards based on facial expressions observed during the robot's ...
Kazumi Kumagai +6 more
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Towards a Ubiquitous Model of an Individual in Social Machines
Proceedings of the 25th International Conference Companion on World Wide Web - WWW '16 Companion, 2016It is the activities of individuals that lead to formation and changes within any social system. Hence, the "social" component in a social machine (socio-technical machine) can be understood constructively from the conception of an individual as a machine.
Shivani Poddar +3 more
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Genotoxicity evaluation of individuals working with photocopying machines
Mutation Research/Genetic Toxicology and Environmental Mutagenesis, 2004Photocopying machines are a common sight in the cities of India. There is ample evidence showing that the components of toners individually or in the form of a complex mixture are genotoxic. Toxic components of the photocopiers are from their emissions, toners and extremely low frequency electromagnetic fields (ELF-EMFs).
K Iravathy, Goud +4 more
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Machine learning in individual claims reserving
Scandinavian Actuarial Journal, 2016Machine learning techniques make it feasible to calculate claims reserves on individual claims data.
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Machine Tools with Individuality
Aircraft Engineering and Aerospace Technology, 1940THE policy we announced at the outbreak of the war of making a speciality of the publication of translations of useful articles appearing in foreign—and more particularly German—technical publications has been amply justified by the endorsement it has received from numbers of readers; and we were particularly interested to hear it mentioned in an ...
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