Current State of Data Mining
نویسندگان
چکیده
This report is a compendium of results uncovered in CS 851, spring semester 2002. Our goal is to provide direction to other graduate students who want to explore the fascinating eld of \data mining". Be aware that this represents the topics and the papers that we found most interesting. We made no attempt to be either \fair" or to be \comprehensive" as in a Computing Reviews article. Instead we tried to pick just one or two references in each of our interest areas that were both relatively recent and, in our opinion, worth reading. Their bibliographies can direct a reader to other sources.
منابع مشابه
CMDTS: The Causality-based Medical Diagnosis and Treatment System
Our medical world is replete with clinical data but this data is rarely automatically exploited for bringing more health to our society. Many researches have been conducted in Medical Data Mining, but almost all of them have focused on diagnosing the diseases not treating the patients. In this paper we propose the Causality-based Medical Diagnosis and Treatment System, which can be used to diag...
متن کاملEfficiency score assessment of Iranian Mining, Wood and Textile Industries
The Iranian Environment Protection Agency (IEPA) in collaboration with Iranian Industries Organization (IIO) need to design a relevant database for the industries information based on the initial screening of Iranian Evaluator Team (IET) in certain clusters. However, we aware of this fact that all industrial projects should go through the Environmental Impact Assessment (EIA) after and along wi...
متن کاملCMDTS: The Causality-based Medical Diagnosis and Treatment System
Our medical world is replete with clinical data but this data is rarely automatically exploited for bringing more health to our society. Many researches have been conducted in Medical Data Mining, but almost all of them have focused on diagnosing the diseases not treating the patients. In this paper we propose the Causality-based Medical Diagnosis and Treatment System, which can be used to diag...
متن کاملA state-of-the-art review of mechanical rock excavation technologies
The first step in mining activities is rock excavation in both mine development and production. Constant pressure for cost reduction and creating an improved/safe work environment for personnel has naturally resulted in increased use of mechanical excavation systems in many mining operations. Also, mechanical excavation and mining is more compatible with automation, meaning possibility of reduc...
متن کاملPredicting the Next State of Traffic by Data Mining Classification Techniques
Traffic prediction systems can play an essential role in intelligent transportation systems (ITS). Prediction and patterns comprehensibility of traffic characteristic parameters such as average speed, flow, and travel time could be beneficiary both in advanced traveler information systems (ATIS) and in ITS traffic control systems. However, due to their complex nonlinear patterns, these systems ...
متن کاملData Mining Performance in Identifying the Risk Factors of Early Arteriovenous Fistula Failure in Hemodialysis Patients
Background and Objectives: Arteriovenous fistula is a popular vascular access method for surgical treatment of hemodialysis patients. The method, however, is associated with a high rate of early failure varying in the range of 20-60%. Predicting early Arteriovenous fistula failure and its risk factors can help reduce its incidence, its hospitalization rate, and associated costs. In this study, ...
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تاریخ انتشار 2002