Suchergebnisse - Mathematics of computing Probability and statistics Multivariate statistics

Reliability of Run-Time Quality-of-Service Evaluation Using Parametric Model Checking von Guoxin Su, Rosenblum, David S., Tamburrelli, Giordano

“… Run-time Quality-of-Service (QoS) assurance is crucial for business-critical systems. Complex behavioral performance metrics (PMs) are useful but often …”
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Efficient multivariate moment estimation via Bayesian model fusion for analog and mixed-signal circuits von Qicheng Huang, Chenlei Fang, Fan Yang, Xuan Zeng, Xin Li

“… In this paper, we propose a novel Bayesian model fusion method for efficient multivariate moment estimation of multiple correlated performance metrics by borrowing the prior knowledge from the early stage …”
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Constructing compact causal mathematical models for complex dynamics von Xue, Yuankun, Bogdan, Paul

“… the statistics of the magnitude increments and the inter-event times of stochastic processes. We derive …”
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Multivariate visualization in observation-based testing von Leon, David, Podgurski, Andy, White, Lee J.

“… We explore the use of multivariate visualization techniques to support a new approach to test data selection, called observation-based testing …”
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Statistic-based CRM approach via time series segmenting RFM on large scale data von Song, Meina, Zhao, Xuejun, E, Haihong, Ou, Zhonghong

“… CRM (Customer relationship management) plays a crucial role in detecting and gathering valuable users from externality and internality, where externality …”
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Distributed regression: an efficient framework for modeling sensor network data von Guestrin, Carlos, Bodik, Peter, Thibaux, Romain, Paskin, Mark, Madden, Samuel

“… We present distributed regression, an efficient and general framework for in-network modeling of sensor data. In this framework, the nodes of the sensor …”
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The cocktail party robot: sound source separation and localisation with an active binaural head von Deleforge, Antoine, Horaud, Radu

“… Human-robot communication is often faced with the difficult problem of interpreting ambiguous auditory data. For example, the acoustic signals perceived by a …”
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Information Diffusion and Economic Development von Smith-Clarke, Chris, Capra, Licia

“… In many developing countries there remains a limited view on the socioeconomic status of the population, owing to the high cost associated with detailed and …”
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Computing large sparse multivariate optimization problems with an application in biophysics von Brookes, Emre H., Boppana, Rajendra V., Demeler, Borries

“… We present a novel divide and conquer method for parallelizing a large scale multivariate linear optimization problem, which is commonly solved using a sequential algorithm with the entire parameter space as the input …”
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Evaluation of Glyph-based Multivariate Scalar Volume Visualization Techniques von Feng, David, Lee, Yueh, Kwock, Lester, Taylor, 2nd, Russell M

“… ), a multivariate three-dimensional data set visualization technique. The user study compares SDDS, which uses separate sets of colored sphere glyphs to depict variable values …”
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Multivariate visual explanation for high dimensional datasets von Barlowe, Scott, Tianyi Zhang, Yujie Liu, Yang, Jing, Jacobs, Donald

“… Understanding multivariate relationships is an important task in multivariate data analysis …”
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Mining Hidden Concepts for Ontology Extension Using Multivariate Probabilistic Modeling von Ye, Nanhong, Pudhiyaveetil, Ajith, Gauch, Susan

“… In this paper, we proposed a new generalized Multivariate Probalistic Modeling (MPM) to automatically extract topics from text collection and attach them with existing ontology …”
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Statistical leakage minimization through joint selection of gate sizes, gate lengths and threshold voltage von Bhardwaj, Sarvesh, Cao, Yu, Vrudhula, Sarma

“… This paper proposes a novel methodology for statistical leakage minimization of digital circuits. A function of mean and variance of the circuit leakage is …”
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Multi-variate Distributed Data Fusion with Expensive Sensor Data von Yonghong Wang, Sycara, K., Scerri, P.

“… Distributed fusion of complex information is critical to the success of large organizations. For such organizations, comprised of thousands of agents, …”
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Preliminary results: humans find emotive non-anthropomorphic robots more calming von Bethel, Cindy L., Salomon, Kristen, Murphy, Robin R.

“… This paper describes preliminary results of a large-scale, complex human study in HRI in which results show that participants were calmer interacting with …”
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Terascale data organization for discovering multivariate climatic trends von Kendall, Wesley, Glatter, Markus, Huang, Jian, Peterka, Tom, Latham, Robert, Ross, Robert

“… We show the efficiency of our approach by analyzing over a terabyte of multivariate satellite data and addressing two key issues in climate science …”
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High performance multivariate visual data exploration for extremely large data von Rübel, Oliver, Prabhat, Wu, Kesheng, Childs, Hank, Meredith, Jeremy, Geddes, Cameron G. R., Cormier-Michel, Estelle, Ahern, Sean, Weber, Gunther H., Messmer, Peter, Hagen, Hans, Hamann, Bernd, Bethel, E. Wes

“… One of the central challenges in modern science is the need to quickly derive knowledge and understanding from large, complex collections of data. We present a …”
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Power comparisons for the multivariate batch-means method von Charnes, John M.

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Multivariate estimation and variance reduction in terminating and steady-state simulation von Yang, Wei-Ning, Nelson, Barry L.

“… There has been little research on improving the precision of point estimators through variance reduction, especially in multivariate estimation problems …”
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Multivariate simulation output analysis von Charnes, John M.

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