real-world systems models
Black-box testing of practical movie recommendation systems: a comparative study
... recommendation systems have been studied, and also the services based on such recommendation systems have been opened in real ...the systems are from each ...user models as the inputs ...
10
Mining real-world networks in systems biology and economics
... The platform on which we ran the experiments had 128GB of RAM memory, 64 × 2 600MHz AMD Opteron 6282 SE processors, and Ubuntu 12 (Linux kernel 3.13.0-36) operating system. For each of our 270 original input networks, ...
240
Phase Space Reconstruction from Econommic Time Series Data: Improving Models of Complex Real-World Dynamic Systems
... economic models to anticipate the global financial crisis illustrates the need for modeling to better capture complex real-world ...Conventional models—in which economic variables evolve ...
10
Systems toxicology: real world applications and opportunities
... In order to link exposure and effect, quantitative high- content imaging of cellular adaptive stress response pathways for chemical toxicity visualizing pathway activation serves as an example. Garcia-Serna et al. ...
13
Complexity of Adaptation in Real World Case Based Reasoning Systems
... Researchers have organised problem solving into three main classes. In order of increasing complexity, these are: simple, routine, and innovative. Simple problem solving activities are characterised by domains whose ...
13
Personalized neural language models for real world query auto completion
... NN; training and validation datasets for lamb- daMART integrations; and a test dataset for eval- uations. Some adaptations are done to the AOL background dataset as in (Park and Chiba, 2017), such as removing the queries ...
8
Information, Organization, and Management
... Computer Systems, Models, and the Real World Phenomenon P1 Phenomenon P2 Abstraction for P1 Abstraction for P2 Space of Possible Transformations Algorithm Model... The Critical IT / P[r] ...
31
Software Component Models Review in Real Time Embedded Systems
... computer systems is occupied by different types of embedded ...embedded systems. In the whole part of these embedded systems there are different categories including very small and large ...
6
Decentralised Multi-Robot Systems Towards Coordination in Real World Settings
... We will look into the Markov Decision Processes (MDPs) (Bellman, 1957a) frame- work for single agents and its extensions to multiple agents. In these decision theoretical frameworks, usually the term agent is used to ...
175
Expert Systems in Real world Business
... Expert Systems play a fundamental role in this process as the correct implementation of strategies is determined by the information transfer and dissemination within the ...experts systems and artificial ...
7
General noise support vector regression with non-constant uncertainty intervals for solar radiation prediction
... Moreover, although as we stated before, we consider RMAE as a more suited metric for the problem at hand, we also tested our models through the Kaggle site where standard MAE is used for evaluation. Results can be ...
13
Vol 15, No 6 (2016)
... There are many variations of the modelling processes; however, most of them are basically similar. Many researchers considered modelling as a multi-step process (Blum & Ferri, 2009; Galbraith, Stillman & Brown, ...
13
Evaluation of Causal Discovery Models in Bivariate Case Using Real World Data
... the models performed better when evaluating with the area under ROC curve (AUC), especially the IGCI ...other models, ANM had similar AUC values for both groups, demonstrating the stableness ...
6
Development of a stochastic computational fluid dynamics approach for offshore wind farms
... Some of these results appear contradictory, but they represent slightly different things. The CFD values are deliberately mid-way between previously modelled inputs and so the error is the maximum that it can be, while ...
10
Real world evaluation of three models of NHS smoking cessation service in England
... It is clear from the complexity of the results that quit rates associated with smoking cessation are multifactor- ial, with service structure, method of support delivery, healthcare professional involved and ...
6
Positive blow-up solutions of nonlinear models from real world dynamics
... Models in the form of () arise in many applications. Among others, they occur in the study of phase transitions of Van der Waals fluids [–], in population genetics, where they characterize the spatial ...
23
Let s Get Physical: Models and Methods for Real-World Security Protocols
... In [6], we presented the first formal model that is capable of modeling and reasoning about a wide class of physical protocols and their properties. The key idea is to reflect relevant aspects of the physical ...
22
Online Full Text
... control systems (WNCS) is one in which a control loop is closed via the wireless ...transportation systems, health care, surveillance, and ...control systems to utilize digital communication networks ...
6
Design in the Real world
... It is no coincidence that the recent renaissance in social design has occurred at the same time as the emergence of a number of large-scale, complex global challenges including shifts in population demographics and an ...
10
Model-Based Data Collection in Wireless Sensor Networks
... Our results are based on running experiments over two real world data sets that we have collected during the past few months using TinyDB. The first data set, outside, is a one month trace of 83,000 ...
7