Keyword: datamining

Found 518 papers in total
Combining a new data classification technique and regression analysis to predict the Cost‐To‐Serve new customers
Combining a new data classification technique and regression analysis to predict the Cost‐To‐Serve new customers
2011,
Two Mixed‐Integer‐Linear Programming (MILP) models are developed for...
Mining log data for the analysis of learners’ behaviour in web‐based learning management systems
Mining log data for the analysis of learners’ behaviour in web‐based learning management systems
2011,
Nowadays, a great number of learning management systems (LMSs) both commercial and...
The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature
The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature
2011,
This paper presents a review of – and classification scheme for – the...
Detecting evolutionary financial statement fraud
Detecting evolutionary financial statement fraud
2011,
A fraudulent financial statement involves the intentional furnishing and/or publishing...
Data mining for credit card fraud: A comparative study
Data mining for credit card fraud: A comparative study
2011,
Credit card fraud is a serious and growing problem. While predictive models for credit...
Assessing the performance of naturally day‐lit buildings using data mining
Assessing the performance of naturally day‐lit buildings using data mining
2011,
In this paper, data mining techniques are coupled with internal daylight analytical...
Mining building performance data for energy‐efficient operation
Mining building performance data for energy‐efficient operation
2011,
This research investigates the impact of connecting building characteristics and...
Global investing risk: a case study of knowledge assessment via rough sets
Global investing risk: a case study of knowledge assessment via rough sets
2011,
This paper presents an application of knowledge discovery via rough sets to a real...
Better management of blood supply‐chain with GIS‐based analytics
Better management of blood supply‐chain with GIS‐based analytics
2011,
This paper presents a novel application of operations research, data mining and...
Time series classification based on qualitative space fragmentation
Time series classification based on qualitative space fragmentation
2009,
In knowledge discovery and data mining from time series the goal is to detect...
Clique Relaxations in Social Network Analysis: The Maximum k‐Plex Problem
Clique Relaxations in Social Network Analysis: The Maximum k‐Plex Problem
2011,
This paper introduces and studies the maximum k‐plex problem , which arises in...
Management and analysis of unstructured construction data types
Management and analysis of unstructured construction data types
2008,
Compared with structured data sources that are usually stored and analyzed in...
Mining frequent itemsets: a perspective from operations research
Mining frequent itemsets: a perspective from operations research
2010,
Mining frequent itemsets is a flourishing research area. Many papers on this topic...
A multi-technique data mining approach to exploring consumer behaviors
A multi-technique data mining approach to exploring consumer behaviors
2010,
This research attempts to assist a very large retailer in the midwest of the United...
Credit scoring using an ant mining approach
Credit scoring using an ant mining approach
2010,
Credit scoring or credit risk assessment is a domain of major importance for financial...
Forecasting classification of operating performance of enterprises by probabilistic neural network
Forecasting classification of operating performance of enterprises by probabilistic neural network
2010,
Classification of operating performance of the enterprises is not only a hot issue...
A network flow model for biclustering via optimal re-ordering of data matrices
A network flow model for biclustering via optimal re-ordering of data matrices
2010,
The analysis of large-scale data sets using clustering techniques arises in many...
An evolutionary approach to inferring decision rules from stock price index predictions of experts
An evolutionary approach to inferring decision rules from stock price index predictions of experts
2009,
In quantitative contexts, data mining is widely applied to the prediction of stock...
Automatic detection of traffic conditions based on analysing internet images: a data mining approach
Automatic detection of traffic conditions based on analysing internet images: a data mining approach
2010,
Cameras are installed on roadside to monitor traffic. In Hong Kong, still-images of...
A methodology for knowledge discovery to support product family design
A methodology for knowledge discovery to support product family design
2010,
This paper introduces a methodology for knowledge discovery related to product family...
Optimizing feature selection to improve medical diagnosis
Optimizing feature selection to improve medical diagnosis
2010,
In this paper, we propose a new optimization framework for improving feature selection...
Optimization and data mining in medicine
Optimization and data mining in medicine
2009,
Mathematical theory of optimization has found many applications in the area of...
Classification by vertical and cutting multi-hyperplane decision tree induction
Classification by vertical and cutting multi-hyperplane decision tree induction
2010,
Two-group classification is a key task in decision making and data mining...
Identifying fall-related injuries: Text mining the electronic medical record
Identifying fall-related injuries: Text mining the electronic medical record
2009,
Unintentional injury due to falls is a serious and expensive health problem among the...
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