Sundaram, "COMPARATIVE STUDY OF DATA MINING ALGORITHMS FOR HIGH DIMENSIONAL DATA ANALYSIS", International Journal of Advances in Engineering & Technology, Vol. 4, Issue 2, pp. Sept 2012.Smitha .T, V. Sundaram, "Comparative Study of Data Mining Algorithms for High Dimensional Data Analysis", ...
Clustering analysis is one of the main analytical methods in data mining. K-means is the most popular andpartition based clustering algorithm. But it is co... Tajunisha,Saravanan - 《International Journal of Database Management Systems》 被引量: 14发表: 2011年 An efficient framework for heart...
Holland, Discrete Multivariate Analysis, MIT Press, Cambridge, MA,... The Machine Learning Database Repository, University of California, Irvine... R. Kohavi, D. Sommerfield, J. Doughterty, Data mining using MLC++: A machine learning library in C++, in: Tools With... There are more ...
Three dimensional data analysis for the separation and sizing of laboratory rock... N2 - The size distribution of piles of blasted and crushed rock in mining is so closely related to the economics of the mine that it must be measured quickly and accurately. This thesis develops a mathematical...
Recent advances in the field of data mining have led to major concerns about privacy. Sharing data with external parties for analysis puts private information at risk. The original data are often perturbed before external release to protect private information. However, data perturbation can decrease...
Multi-GPU Computing for Achieving Speedup in Real-time Aggregate Risk Analysis Stochastic simulation techniques employed for portfolio risk analysis, often referred to as Aggregate Risk Analysis, can benefit from exploiting state-of-the-art high- performance computing platforms. In this paper, we propos...
To tackle with the challenges caused by high dimensionality, a dimension reduction technique is often adopted to project the original high-dimensional data to a low-dimensional latent space, then a desirable dictionary is learned in the low-dimensional space. Principal Component Analysis (PCA) [11]...
data-sciencemachine-learningdata-mininghigh-dimensional-datanearest-neighbor-searchapproximate-nearest-neighbor-searchhubness UpdatedMay 31, 2024 Python nanxstats/hdnom Star41 🔮 Benchmarking and visualization toolkit for penalized Cox models benchmarklinear-regressionhigh-dimensional-datasurvival-analysispenaliz...
but also can be used in optimum design at a given safety factor by using the counter-analysis method.Corresponding software was compiled to calculate a mining engineering project,the calculation results agreed with the measured data,and some optimum design schemes were proposed for the engineering ...
s research interests include data mining, Internet applications and technologies, database systems, multimedia systems, parallel and distributed processing, disk arrays, computer architecture, performance modeling and workload analysis. Dr. Yu has published more than 340 papers in refereed journals and ...