data mining techniques
Data Mining Techniques for Autonomous Exploration of Large Volumes of Geo-Referenced Crime Data
White Paper This paper incorporates two knowledge discovery techniques, clustering and association-rule mining, into a fruitful exploratory tool for the discovery of spatio-temporal patterns. This tool is an... [01 Oct 2008]
Applying Data Mining Techniques for Traffic Incident Analysis
White Paper However, it seems that there is still scope to better investigate situations like traffic incidents and study their impacts, more thoroughly by employing techniques such as data mining.... [01 Oct 2008]
Learning to Predict Forest Fires With Different Data Mining Techniques
White Paper The motive for this paper was to learn to predict forest fires in Slovenia using different data mining techniques. They used predictive models based on the forest structure GIS... [01 Oct 2008]
IVF Data Analysis With Data Mining Techniques
White Paper This paper develops data mining techniques incorporating the association rules and classification algorithms to search for the outcomes of IVF treatments when multiple fetal heart beats... [01 Oct 2008]
Predicting Breast Cancer Survivability Using Data Mining Techniques
White Paper This paper presents an analysis of the prediction of survivability rate of breast cancer patients using data mining techniques. The paper has investigated three data... [01 Oct 2008]
Website Personalization Using Data Mining and Active Database Techniques
White Paper It is proposed that database techniques, including data mining and active databases, can be effectively combined to achieve an efficient and scalable personalization framework. This... [01 Oct 2008]
Visual Data Mining With Pixel-Oriented Visualization Techniques
White Paper This property makes them suitable for a variety of data mining tasks. Then the paper shows how they can be tightly integrated into data mining methods unifying the... [01 Oct 2008]
Privacy-Preserving Data Mining Using Multi-Group Randomized Response Techniques
White Paper Privacy is an important issue in data mining and knowledge discovery. This paper describes a specific privacy preserving data mining problem: Company C wants to collect... [01 Oct 2008]
Identification of MPEG-4 FDP Patterns in Human Faces Using Data-Mining Techniques
White Paper The paper applies two different data-mining algorithms, C4.5 and C5.0, in a database of faces parameters in the MPEG4 FDP (Face Definition Parameters) form. This paper tries to induce rules that describe... [01 Oct 2008]
Using Data Mining Techniques for Improving Building Life Cycle
White Paper Therefore, applying data analytic techniques to efficiently deal with information at different stages of a building life cycle has great potentials in this regard. Hence, the data... [01 Oct 2008]
Neuro Genetic-Nearest Neighbor Based Data Mining Techniques for Fingerprint Classification and Recognition System
White Paper The proposed fingerprint classification using Data Mining technique, Neuro Genetic-Nearest Neighbor based recognition, overcomes low recognition rate, low accuracy, increased time of recovery and... [01 Oct 2008]
Extraction of Semantic XML DTDs From Texts Using Data Mining Techniques
White Paper In order to facilitate efficient, structure-based search in archives and to enable information integration of text collections with related data sources, this inherent structure should be made explicit as detailed as... [01 Oct 2008]
Challenges and Opportunities in Internet Data Mining
White Paper Despite its critical role, however, the management of this data - from collection and transmission to storage and its use within applications - remains primarily ad hoc, using techniques created and... [01 Oct 2008]
Reconstructing Chemical Reaction Networks: Data Mining Meets System Identification
White Paper The solution strategy combines techniques from numerical sensitivity analysis and probabilistic graphical models. This paper presents an approach to reconstructing chemical reaction networks from time series measurements... [01 Oct 2008]
Temporal Data Mining for the Discovery and Analysis of Ocean Climate Indices
White Paper In the past, Earth scientists have used observation and, more recently, eigenvalue analysis techniques, such as Principal Components Analysis (PCA) and Singular Value Decomposition (SVD), to discover ocean climate indices. [01 Oct 2008]
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