Results 1 - 10
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498
From Data Mining to Knowledge Discovery in Databases.
- AI Magazine,
, 1996
"... ■ Data mining and knowledge discovery in databases have been attracting a significant amount of research, industry, and media attention of late. What is all the excitement about? This article provides an overview of this emerging field, clarifying how data mining and knowledge discovery in database ..."
Abstract
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Cited by 538 (0 self)
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research directions in the field. A cross a wide variety of fields, data are being collected and accumulated at a dramatic pace. There is an urgent need for a new generation of computational theories and tools to assist humans in extracting useful information (knowledge) from the rapidly growing volumes
MineSet: An Integrated System for Data Mining
, 1997
"... MineSet TM , Silicon Graphics' interactive system for data mining, integrates three powerful technologies: database access, analytical data mining, and data visualization. It supports the knowledge discovery process from data access and preparation through iterative analysis and visualization t ..."
Abstract
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Cited by 67 (9 self)
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capabilities allow direct data visualization for exploratory analysis, including tools for displaying high-dimensional data containing geographical and hierarchical information. The analytical mining algorithms help identify potentially interesting models of the data, which can be viewed using visualization
Materials for an exploratory theory of the network society.
- The British Journal of Sociology
, 2000
"... ABSTRACT This article aims at proposing some elements for a grounded theor y of the network society. The network society is the social structure characteristic of the Information Age, as tentatively identi ed by empirical, cross-cultural investigation. It permeates most societies in the world, in v ..."
Abstract
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Cited by 122 (0 self)
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domain of our eco-social system is thereby transformed. We live in a new economy, characterized by three fundamental features. First, it is informational , that is, the capacity of generating knowledge and processing/managing information determine the productivity and competitiveness of all kinds
The Coal Mine Roof Rating in Mining Engineering Practice
- Proceedings of Coal 2003, 4th AusIMM Underground Coal Operators’ Conference
, 2003
"... ABSTRACT: The Coal Mine Roof Rating (CMRR) system was developed ten years ago to fill the gap between geologic characterization and engineering design. It combines many years of geologic studies in underground coal mines and worldwide experience with rock mass classification systems. Like other cla ..."
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Cited by 2 (0 self)
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support selection, feasibility studies, and extended cut evaluation. It has also become truly international, with involvement in mine designs and funded research projects in South Africa, Canada, and Australia. Most recently, a new streamlined process to determine the CMRR from exploratory drill cores has
Opinion Mining, Analytics,
"... There has been significant research and practice oriented towards the rational exploitation of the rapidly expanding social media by private sector enterprises. However, much less research and practice have been done in this area with respect to the public sector. This paper explores advanced forms ..."
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will then undergo various types of advanced processing (e.g. access analytics, opinion mining, simulation modelling) in order to extract synthetic conclusions from them and provide substantial support to government policy-makers, always respecting data privacy guidelines. In addition, an extension
Anomaly Detection using Process Mining
"... Abstract. Recently, several large companies have been involved in financial scandals related to mismanagement, resulting in financial damages for their stockholders. In response, certifications and manuals for best practices of governance were developed, and in some cases, tougher federal laws were ..."
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implemented (e.g. the Sarboness Oxley Act). Companies adhered to these changes adopting the best practices for corporate governance by deploying Process Aware Information Systems (PAISs) to automate their business processes. However, these companies demand a rapid response to strategic changes, so
Stateful Bulk Processing for Incremental Analytics
"... This work addresses the need for stateful dataflow programs that can rapidly sift through huge, evolving data sets. These data-intensive applications perform complex multi-step computations over successive generations of data inflows, such as weekly web crawls, daily image/video uploads, log files, ..."
Abstract
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Cited by 44 (3 self)
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opportunities for minimizing the movement of data in the underlying processing system. As case studies, we show how one can use a small set of flexible dataflow primitives to perform web analytics and mine large-scale, evolving graphs in an incremental fashion. Experiments with our prototype using real
METHODOLOGY FOR THE CHARACTERIZATION OF INFORMAL MINING IN PERU1
"... Informal mining is performed without possessing the mining rights or performing mining activities in land owned by a third-party. In Perú, approximately 60 000 families are currently involved and depend on this illegal activity. The people involved in the activities surrounding informal coal mining ..."
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work without the appropriate production technologies, health and safety measures and environmental management practices. This study exposes relevant information regarding the informal coal mining production necessary for the formalization process of these small informal producers, within the framework
M.: Advances in learning analytics and educational data mining
- In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
, 2015
"... Abstract. The growing interest in recent years towards Learning An-alytics (LA) and Educational Data Mining (EDM) has enabled novel ap-proaches and advancements in educational settings. The wide variety of research and practice in this context has enforced important possibilities and applications fr ..."
Abstract
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Cited by 1 (1 self)
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Abstract. The growing interest in recent years towards Learning An-alytics (LA) and Educational Data Mining (EDM) has enabled novel ap-proaches and advancements in educational settings. The wide variety of research and practice in this context has enforced important possibilities and applications
HIGHLY ROBUST METHODS IN DATA MINING
, 2013
"... Data mining can be characterized as a process of information or knowledge extraction from data sets, which leads to revealing and investigating systematic associations among invidivual variables. It contains the exploratory data analysis, descriptive modeling, classification, and regression, while c ..."
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Data mining can be characterized as a process of information or knowledge extraction from data sets, which leads to revealing and investigating systematic associations among invidivual variables. It contains the exploratory data analysis, descriptive modeling, classification, and regression, while
Results 1 - 10
of
498