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57,399
Evaluation of a Graduate Level Data Mining Course with Industry Participants
"... Data mining courses are increasingly being taught at many universities at both undergraduate and graduate levels. This paper reports on a new graduate level data mining course run for the first time in 2007 at a major Australian university. The course had almost 20 % enrolments of industry based par ..."
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Data mining courses are increasingly being taught at many universities at both undergraduate and graduate levels. This paper reports on a new graduate level data mining course run for the first time in 2007 at a major Australian university. The course had almost 20 % enrolments of industry based
Service Learning Outcomes in an Undergraduate Data Mining Course
"... Data mining is becoming increasingly important as the amount of data being stored increases, and data miners are highly sought after in the job market. This paper describes a pilot course-offering in data mining in a small, four-year liberal arts college as part of a mixed Computer Science and Compu ..."
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Data mining is becoming increasingly important as the amount of data being stored increases, and data miners are highly sought after in the job market. This paper describes a pilot course-offering in data mining in a small, four-year liberal arts college as part of a mixed Computer Science
Development of a Data Mining Course for Undergraduate Students
"... The goal of this project is to develop an introductory course for junior/senior computer science and mathematics undergraduate students on the topic of Data Mining. The course will be team developed and team taught at Westminster College by faculty in the Mathematics and Computer Science department. ..."
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The goal of this project is to develop an introductory course for junior/senior computer science and mathematics undergraduate students on the topic of Data Mining. The course will be team developed and team taught at Westminster College by faculty in the Mathematics and Computer Science department
Improved Teaching Method of Data Mining Course
- I.J. Modern Education and Computer Science, Second Volume
, 2012
"... Abstract — it is clearly perceived that most of theoretical information we teach to students are lost after graduation, mostly because abstract information do not last in students' minds much longer than the final exams, as they are not related to practical aspects and uses. Though labs are use ..."
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are useful, they are not enough as they only offer exercises, but the course benefits will highly increase if students implement theories and exercises on a real life project. Data mining (DM) is one of the core courses which Information Systems students start to use after graduation once they start
A Data Mining Course for Computer Science: Primary Sources and Implementations
"... An undergraduate elective course in data mining provides a strong opportunity for students to learn research skills, practice data structures, and enhance their understanding of algorithms. I have developed a data mining course built around the idea of using research-level papers as the primary read ..."
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An undergraduate elective course in data mining provides a strong opportunity for students to learn research skills, practice data structures, and enhance their understanding of algorithms. I have developed a data mining course built around the idea of using research-level papers as the primary
10B22CI622: Data Mining Course Credit: 4
"... Data Mining studies algorithms and computational paradigms that allow computers to find patterns and regularities in databases, perform prediction and forecasting, and generally improve their performance through interaction with data. It is currently regarded as the key element of a more general pro ..."
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Data Mining studies algorithms and computational paradigms that allow computers to find patterns and regularities in databases, perform prediction and forecasting, and generally improve their performance through interaction with data. It is currently regarded as the key element of a more general
Privacy-Preserving Data Mining
, 2000
"... A fruitful direction for future data mining research will be the development of techniques that incorporate privacy concerns. Specifically, we address the following question. Since the primary task in data mining is the development of models about aggregated data, can we develop accurate models with ..."
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Cited by 844 (3 self)
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A fruitful direction for future data mining research will be the development of techniques that incorporate privacy concerns. Specifically, we address the following question. Since the primary task in data mining is the development of models about aggregated data, can we develop accurate models
Privacy Preserving Data Mining
- JOURNAL OF CRYPTOLOGY
, 2000
"... In this paper we address the issue of privacy preserving data mining. Specifically, we consider a scenario in which two parties owning confidential databases wish to run a data mining algorithm on the union of their databases, without revealing any unnecessary information. Our work is motivated b ..."
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Cited by 525 (9 self)
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In this paper we address the issue of privacy preserving data mining. Specifically, we consider a scenario in which two parties owning confidential databases wish to run a data mining algorithm on the union of their databases, without revealing any unnecessary information. Our work is motivated
Data Mining: Concepts and Techniques
, 2000
"... Our capabilities of both generating and collecting data have been increasing rapidly in the last several decades. Contributing factors include the widespread use of bar codes for most commercial products, the computerization of many business, scientific and government transactions and managements, a ..."
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Cited by 3142 (23 self)
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of data and information. This explosive growth in stored data has generated an urgent need for new techniques and automated tools that can intelligently assist us in transforming the vast amounts of data into useful information and knowledge. This book explores the concepts and techniques of data mining
Reality Mining: Sensing Complex Social Systems
- J. OF PERSONAL AND UBIQUITOUS COMPUTING
, 2005
"... We introduce a system for sensing complex social systems with data collected from one hundred mobile phones over the course of six months. We demonstrate the ability to use standard Bluetooth-enabled mobile telephones to measure information access and use in different contexts, recognize social patt ..."
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Cited by 718 (27 self)
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We introduce a system for sensing complex social systems with data collected from one hundred mobile phones over the course of six months. We demonstrate the ability to use standard Bluetooth-enabled mobile telephones to measure information access and use in different contexts, recognize social
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