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Adverse effects, such as voice change and fatigue, are prevalent in cancer treatment duration. These adverse effects have been significant burden for patients physically and emotionally. Predicting multiple adverse effects becomes important for patients and oncologists. In this paper, we formulate the prediction of multiple adverse effects in cancer treatment as a longitudinal multiple-output regression...
Demand is expected to grow significantly for cloud services that deliver sophisticated artificial intelligence on the critical path of user queries, as is the case with intelligent personal assistants such as Apple's Siri. If the prediction of the trend is correct, these types of applications will likely consume most of the world's computing cycles. The Sirius project was motivated to investigate...
Marine oil spill is an inevitable and undesirable consequence of producing and transporting petroleum, as well as the associated refined products. To reduce oil spill pollution, China has made many great achievements to develop adequate pollution contingency plans for several years. During the oil spill response, it is important to understand the behavior and fate of spilled oil in the forecasting...
Malaysian Airlines Flight 370 disappeared on 8 March 2014, while flying from Kuala Lumpur, Malaysia, to Beijing, China. A piece of marine debris, later confirmed to be a flaperon from Flight 370 by the French prosecutor, was found on Réunion Island in the western Indian Ocean on 29 July, 2015. The aircraft debris are assumed to drift in the surface layer and the vertical movement is not taken into...
Organizations providing large scale software and hardware maintenance support services typically capture detailed metrics of each service request (SR) for a customer. Examples of such metrics include the time taken to resolve the problem, success of the resolution, escalations across levels of support, field engineer site visit statistics, and parts replacement data -- the latter two for hardware...
Aiming at improving the signal strength fluctuation phenomena in the deep-space channel affected by solar scintillation during superior conjunction period, a Kalman based adaptive Autoregressive (AR) prediction method for deep-space channel is proposed to predict the channel fading envelope. First, a Rician fading deep-space channel model is established, then the computational methods to channel parameters...
We propose a novel hierarchical Bayesian framework, word-distance-dependent Chinese restaurant franchise (wd-dCRF) for topic discovery from a document corpus regularized by side information in the form of word-to-word relations, with an application on Electronic Medical Records (EMRs). Typically, a EMRs dataset consists of several patients (documents) and each patient contains many diagnosis codes...
Customer relationship management (CRM) , is a sort of solution intends to promote its market competition through customer management, which is the highlights for the current enterprise management. This article carries out research binding data mining technology with customer segmentation theory in aviation freight. With the segmentation in freight customer and connection with mining theory , the article...
On the condition of limited resources, businesses should put the resources on those profitable customers. So it is necessary to carry out the customer segmentation, especially for the air cargo industry being in the fierce competition. Drawing on the theory of customer value, and combining it with the management features of the air cargo customers to construct the forecasting model of customer value,...
On condition of limited resources, businesses should put resources on those lucrative customers. So it is necessary to carry out customer segmentation, especially for the air freight industry being in the fierce competition. Drawing on the theory of customer value, and combining it with the management features of the air freight customers to construct the forecasting model of customer value, on the...
This paper addresses a general scheme of teleoperation system for a space free-flying robot. The system is comprised of five subsystems: the predictive simulation subsystem (PSS), the master-slave control subsystem (MSCS), the task planning subsystem (TPS), the information processing subsystem (IPS) and the ground-based validation subsystem (GVS). All the subsystems are connected using the defined...
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