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Towards data mining benchmarking

Jian Pei, Runying Mao, Kan Hu, Hua Zhu
2000 SIGMOD record  
Performance benchmarking has played an important role in the research and development in relational DBMS, object-relational DBMS, data warehouse systems, etc.  ...  This testbed is our rst step towards benchmarking data mining algorithms.  ... 
doi:10.1145/335191.336572 fatcat:ynrj7pgqjvfyjb333nhqqj7lwq

Towards data mining benchmarking

Jian Pei, Runying Mao, Kan Hu, Hua Zhu
2000 Proceedings of the 2000 ACM SIGMOD international conference on Management of data - SIGMOD '00  
Performance benchmarking has played an important role in the research and development in relational DBMS, object-relational DBMS, data warehouse systems, etc.  ...  This testbed is our rst step towards benchmarking data mining algorithms.  ... 
doi:10.1145/342009.336572 dblp:conf/sigmod/PeiMHZ00 fatcat:4mpvnbm2wjewlm24gnohslspbq

Towards an Ontology of Data Mining Investigations [chapter]

Panče Panov, Larisa N. Soldatova, Sašo Džeroski
2009 Lecture Notes in Computer Science  
step towards an ontology of data mining investigations.  ...  , data mining scenarios and data mining experiments).  ...  One step towards developing a general framework for data mining is constructing an ontology of data mining.  ... 
doi:10.1007/978-3-642-04747-3_21 fatcat:udpyd7id4bbpbkinidhnpn5b3a

A Text Mining Approach for the Extraction of Kinetic Information from Literature [chapter]

Ana Alão Freitas, Hugo Costa, Miguel Rocha, Isabel Rocha
2015 Advances in Intelligent Systems and Computing  
In this context, this work has as main objective the development of a text mining tool to extract, from scientific literature, kinetic parameters, their respective values and their relations with enzymes  ...  Thus, it becomes essential to develop specific and powerful text mining tools towards this aim.  ...  In this context, this work has as main objective the development of a text mining tool to extract, from scientific literature, kinetic parameters, their respective values and their relations with enzymes  ... 
doi:10.1007/978-3-319-19776-0_10 fatcat:j6vyfani6rfqvmm5jvu4n5zxwa

Health-related behavior of people living in a community which experienced a rapid population decrease

Masaki MORIYAMA, Hiroshi SAITO
1989 Journal of Human Ergology  
Our initial research objective was, however, re-directed toward practical ways to develop health promotion, because of the increasing expectation of people toward better health.  ...  The authors firstly intended to observe the longitudinal effect of rapid decrease and aging of population , which was triggered by the closing of a coal mine in a small island, Takashima (Nagasaki Prefecture  ...  This new situation, in turn, has been reflected in our later research objectives. Fig. 1 . 1 Fig. 1. Facial features and corresponding laboratory data .  ... 
doi:10.11183/jhe1972.18.241 fatcat:67wafpm5bjbh7nk5i4oc45u7tq

Acid Mine Drainage Research: Hydrology's Critical Role and Unifying Theme

F. T. Caruccio
1988 Journal American Society of Mining and Reclamation  
And much of the mine drainage related research currently performed should be integrated by a u~ifying  ...  With some exceptions, in innovative treatment techniques many of the concepts and theories regarding acid mine drainage were postulated over 35 years ago.  ...  taken independently away from the central objective related toward the solution of the problem.  ... 
doi:10.21000/jasmr88010228 fatcat:l7n2sr4evzetfnbeippotw4fsy

Customer relationship management in retailing: A content analysis of retail trade journals

Joan L. Anderson, Laura D. Jolly, Ann E. Fairhurst
2007 Journal of Retailing and Consumer Services  
Specific objectives were to (1) identify organization and infrastructure requirements for CRM effectiveness, (2) identify CRM objectives and goals of retail companies, (3) identify data mining tools utilized  ...  Data mining tools identified supported marketing and customer analysis efforts.  ...  Data mining research related to ''bricks and mortar'' or store-based retailing is limited.  ... 
doi:10.1016/j.jretconser.2007.02.009 fatcat:4ksc3qswczf25kzwfbjyabfaua

Ontology Based Text Mining Framework for Vulnerability Assessment in Health and Social Care

2019 International journal of recent technology and engineering  
Text mining on the other hand alluded to as content data mining, pretty much identical to content examination, can be characterized as the way toward extricating great data from content.  ...  This paper gives overview on Text mining. Toward the end, this paper presents ontology system to adapt up to extreme social media textual data.  ...  INTRODUCTION Text mining, some of the time denoted to as text data mining, about equal to text analytics, refers to the way toward removing excellent data from text.  ... 
doi:10.35940/ijrte.b1500.0982s1119 fatcat:2gcc3xeotraihddsj434mkdipq

Examples of secondary online data for raising awareness about geo and mining heritage

2020 Acta Montanistica Slovaca  
the current partial online image of the Zemplín geopark as a selected example area with a higher density of geosites and objects of mining heritage.  ...  for raising awareness about geo and mining heritage.  ...  their experience, the availability of open access governmental data related to geo a mining heritage is essential.  ... 
doi:10.46544/ams.v25i1.11 fatcat:hukl562w6bbinjksozilnjggzq

Towards a Comprehensive Methodology for Process Mining (short paper)

Kiarash Diba
2019 Central-European Workshop on Services and their Composition  
This position paper sketches the first steps to be taken toward a standard methodology for process mining.  ...  Process mining exploits data recorded in information systems of organizations to unleash insight and knowledge into their operational processes.  ...  Thus, inspired by related works in the field of data mining and practical experience, this work takes the initial steps towards a comprehensive standard methodology for process mining.  ... 
dblp:conf/zeus/Diba19 fatcat:cvkbvnwgc5grxkaebnrrhn4lem

Semantic-Based Model Analysis Towards Enhancing Information Values of Process Mining: Case Study of Learning Process Domain [chapter]

Kingsley Okoye, Abdel-Rahman H. Tawil, Usman Naeem, Syed Islam, Elyes Lamine
2017 Advances in Intelligent Systems and Computing  
The work in this paper corroborates that semantic-based process mining is a useful technique towards improving the information value of derived models from the large volume of event logs about any process  ...  Our goal is to extract streams of event logs from a learning execution environment and describe formats that allows for mining and improved process analysis of the captured data.  ...  The authors mention that ontology is one of the way to formally represent the mining results as sets of annotated terms and relations towards information extraction and association rule mining especially  ... 
doi:10.1007/978-3-319-60618-7_61 fatcat:lnxmdmniyra23faossvf4bo5k4

Mining knowledge from interconnected data

Yizhou Sun, Jiawei Han, Xifeng Yan, Philip S. Yu
2012 Proceedings of the VLDB Endowment  
However, most people consider a database merely as a data repository that supports data storage and retrieval rather than one or a set of heterogeneous information networks that contain rich, inter-related  ...  Most objects and data in the real world are interconnected, forming complex, heterogeneous but often semi-structured information networks.  ...  Relation Strength-Aware Mining The heterogeneity of relations between object types leads to different mining results that can be chosen by users.  ... 
doi:10.14778/2367502.2367566 fatcat:q2yoxnqkendktob43l6y4p6o3i

A Multi-Index Grey Relational Data Mining Model of Complex System Based on Grey System Theory

Xiaohui Wang, Jianfen Liu
2016 International Journal of Database Theory and Application  
The paper then establishes a grey relational coefficient model and a grey relational degree model whose value is used to obtain the grey categories of the data mining objectives.  ...  Therefore, the paper proposes a multi-index grey relational data mining model of complex system based on grey system theory.  ...  effectively undertake data mining of complex system, it is necessary to select indexes that relates to the mining objectives in a reasonable way.  ... 
doi:10.14257/ijdta.2016.9.4.17 fatcat:74q3vt2lvnhr5alcapzrvtjg3q

A Systematic Review on Existing Data Mining Approaches Envisioned for Knowledge Discovery from Multimedia

Benaka Santosha S, Chitra Kiran N
2018 International Journal of Electrical and Computer Engineering (IJECE)  
Hence, data mining has emerged as a field which having diverse aspects presently in extracting meaningful hidden patterns from complex image and video data considering different pattern classification  ...  and discriminativefeatures associated with a video object.  ...  Table 1 show the summery of Existing Studies towards data mining key activities.  ... 
doi:10.11591/ijece.v8i2.pp908-916 fatcat:oot2s7xx55hcdoddjant7ny6xy

Towards Generic Pattern Mining [chapter]

Mohammed J. Zaki, Nilanjana De, Feng Gao, Nagender Parimi, Benjarath Phoophakdee, Joe Urban Vineet Chaoji, Mohammad Al Hasan, Saeed Salem
2005 Lecture Notes in Computer Science  
(complex relational data, bioinformatics).  ...  It supports multiple back-end storage schemes including flat files, embedded databases, and relational or object-relational DBMS.  ... 
doi:10.1007/11590316_12 fatcat:nfqpno4q6jgsvin24wsgz2scna
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