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Cluster Validation by Prediction Strength
Number of clusters Prediction Unsupervised learning
2015/8/20
This article proposes a new quantity for assessing the number of groups or clusters in
a dataset. The key idea is to view clustering as a supervised classification problem, in which
we must al...
Model Prediction-Based Approach to Fault Tolerant Control with Applications
Fault tolerant control Unscented Kalman filter Decentralized control Overlapping decomposition Model predictive control CSTR units Quadruple tank system
2015/7/10
Fault-tolerant control (FTC) is an integral component in industrial processes as it enables the system to continue robust operation under some conditions. In this paper, an FTC scheme is proposed for ...
Bayesian Inference and Prediction of Burr Type XII Distribution for Progressive First Failure Censored Sampling
Burr Type XII Distribution Progressive First-Failure Censored Sample Bayesian Estimations Gibbs Sampling Markov Chain Monte Carlo Posterior Predictive Density
2013/1/28
This paper deals with Bayesian inference and prediction problems of the Burr type XII distribution based on progressive first failure censored data. We consider the Bayesian inference under a squared ...
Fast Mode Decision Algorithm for Intra Prediction in HEVC
Fast Mode Decision Algorithm Intra Prediction HEVC
2013/7/24
As the next generation standard of video coding, the High Efficiency Video Coding (HEVC) is intended to provide significantly better coding efficiency than all existing video coding standards. To imp...
Enhanced Line-based Intra Prediction with Fixed Interpolation Filtering
Intra prediction image coding least square method
2013/7/24
In this paper, a novel intra prediction algorithm, named enhanced line-based intra prediction (ELIP), is proposed to improve the traditional intra prediction methods for image/intra-frame coding. Diff...
This paper presents a novel intra prediction algorithm, named position-dependent filtering (PDF), toimprove the intra prediction accuracy. Different from the existing schemes where the samples a...
Prediction of Daily Maximum Temperatures Via Fuzzy Sets
Estimation fuzzy associative memory fuzzy rule base temperature
2009/10/13
Fuzzy rule based modeling and fuzzy sets theory are examined in terms of their general characteristics.Fuzzy models are relatively very new in atmospheric science. Herein such a model is developed for...
A Simple Methodology for Sensor Driven Prediction of Upward Flame Spread
Flame Spread Sensor Driven Prediction PMMA
2009/10/9
Mathematical models of flame dynamics in natural fires require solving complex mechanisms and involve large and small, length and time scales. These models demand heavy resources and computational tim...
Accurate Prediction of Crosstalk for RC Interconnects
Coupling noise Interconnects Layout Verification
2009/7/28
This work proposes an accurate crosstalk noise estimation method in the presence of multiple RC lines for use in design automation tools. The method correctly models the loading effects of non switchi...
An Efficient Coding Method for Intra Prediction Mode Information
Image/video coding H.264/AVC Intra prediction
2013/7/16
In H.264/AVC, the bits used for the Intra_4x4 prediction mode information usually occupy a high percentage in intra coding. Towards this issue, we present an efficient coding method for the Intra_4x4 ...
A 3D Auto-Regressive Model for Bi-Directional Prediction
3D AR bi-directional prediction nonlinear least squares
2013/7/16
In this paper, a 3D auto-regressive (AR) model is proposed for bi-directional prediction. The prediction is composed of two 3D AR models, which are along the forward and backward directions, respectiv...
INTEGRATED SOLID OXIDE FUEL CELL POWER SYSTEM CHARACTERISTICS PREDICTION
solid oxide fuel cell power conditioning system mathematical model
2010/1/11
The main objective of this paper is to deduce the specific characteristics of the
CHP 100kWe Solid Oxide Fuel Cell (SOFC) Power System from the steady state
experimental data. From the experimental ...
FGS Coding Using Cycle-Based Leaky Prediction Through Multiple Leaky Factors
Drift error fi ne granularity scalability (FGS) leaky prediction video coding
2013/7/17
This paper proposes a fine granularity scalable (FGS) coding using cycle-based leaky prediction, in which the multiple leaky factors are used to yield enhancement layer prediction to make a good...
Directional residue prediction with motion alignment for video coding
Directional residue prediction motion alignment video coding
2013/7/17
Block-based motion compensation (MC) plays a crucial role in predominant video coding standards such as H.264 [1].Recently, some researchers [2, 3] attempted to combine motion compensation with the in...
A FAST INTER FRAME PREDICTION ALGORITHM FOR MULTI-VIEW VIDEO CODING
PREDICTION ALGORITHM MULTI-VIEW VIDEO CODING
2010/12/17
The multi-view video coding improves the coding efficiency by utilizing motion-compensated prediction (MCP) and disparity-compensated prediction (DCP).However, the complexity of the inter frame predic...