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Educational data mining: A survey and a data mining-based analysis of recent works

Alejandro Peña-Ayala
2014 Expert systems with applications  
content of the review based on the outcomes produced by a data mining (DM) approach.  ...  A profile of the EDM works was organized as a raw data base, which was transformed into an ad-hoc data base suitable to be mined.  ...  Acknowledgments The author gives testimony of the strength given by his Father, Brother Jesus, and Helper, as part of the research projects of World Outreach Light to the Nations Ministries (WOLNM).  ... 
doi:10.1016/j.eswa.2013.08.042 fatcat:4ce647o5j5gwnm46gmilw3chg4

Fractal Search Algorithm in Relational Databases
Алгоритм фрактального поиска в реляционных базах данных

2014 Bulletin of the South Ural State University Series Computational Mathematics and Software Engineering  
An overview and comparative analysis of the known applications of the theory of fractals in data processing is provided.  ...  A new algorithm of fractal search in a relational database, which allows detecting duplicate data group, is presented. Implementation of the proposed algorithm for the Oracle DBMS is considered.  ...  Fractals and Self-similarity in Data Mining: Issue and Approaches -KDD-2002 Workshop Report. -2002. / J. Adibi, C. Faloutsos.  ... 
doi:10.14529/cmse140404 fatcat:h3wxbqhgubhrbnfi3oo5j6womy

Meta-synthesis approach to complex system modeling

Jifa Gu, Xijin Tang
2005 European Journal of Operational Research  
In this paper, firstly we review meta-synthesis approach and other research relevant to complex system modeling briefly.  ...  Then we discuss two main issues, model integration and opinion synthesis, which are often confronted when applying meta-synthesis approach, together with an exhibit of the development of an embryonic meta-synthetic  ...  Without those extra and continual supports, in-depth research on meta-synthesis in the major project cannot be undertaken further.  ... 
doi:10.1016/j.ejor.2004.03.036 fatcat:d26buqk6lbhcbbicn4zo3wrnzq

Machine Learning for Anomaly Detection: A Systematic Review

Ali Bou Nassif, Manar Abu Talib, Qassim Nasir, Fatima Mohamad Dakalbab
2021 IEEE Access  
We are also grateful to our research assistants who helped in collecting, summarizing, and analyzing the research articles for this SLR study.  ...  Ali Bou Nassif and co-authors would like to thank the University of Sharjah and OpenUAE Research and Development Group for funding this research study.  ...  Moreover, Zuo [18] , provided a survey of the three most widely used techniques of anomaly detection in the field of geochemical data processing; Fractal/multi-fractal models, compositional data analysis  ... 
doi:10.1109/access.2021.3083060 fatcat:vv7qthbvqjdz7ksm3yosulk22q

Designing an Internet Traffic Predictive Model by Applying a Signal Processing Method

Soo-Yeon Ji, Seonho Choi, Dong Hyun Jeong
2014 Journal of Network and Systems Management  
In this study, we investigate data privacy and utility preservation using KNN machine learning classification as a gauge.  ...  Yet achieving the optimal balance between data privacy and utility needs has been documented as an NP-hard challenge.  ...  In particular, we are grateful to Harry Hochheiser, Mike O'Leary, Shiva Azadegan, AC Chaplin, Patricia Gregory, Jack McLaughlin for their contributions.  ... 
doi:10.1007/s10922-014-9335-3 fatcat:luaehrjrtjhtlj6osufvxyhmxy

The use of computational intelligence in digital watermarking: Review, challenges, and new trends

Darwish, A. Abraham
2011 Neural Network World  
In: Fayyad U.M. and Uthurusamy R. (eds.), First International Conference on Knowledge Discovery and Data Mining KDD’95, Montreal, Canada, AAAI, 1995, pp. 263- 268. [56] P.D. Williams, K.P.  ...  Watermarking is similar to digital steganographic techniques in that the coded data is hidden in the least significant bits of some larger object [32].  ... 
doi:10.14311/nnw.2011.21.017 fatcat:bygr6l7srzhijduwlh2or4zekm

A Comprehensive lossless modified compression in medical application on DICOM CT images

Alka sharm
2013 IOSR Journal of Computer Engineering  
Abstract: Web Mining is specialized field of Data Mining which deals with the methods and techniques of data mining to extract useful patterns from the web data that is available in web server logs/databases  ...  VQ approach is not appropriate for a low bit rate compression and fractal approach should utilize its resolution-free decoding property for a low bit rate compression [7].  ...  Web mining is a growing research area in data mining research. This paper proposes an algorithm to find the outliers to improve the efficiency of web search engine.  ... 
doi:10.9790/0661-1530107 fatcat:eoyyyi7vmbculctnfqnohxyhue

Privacy Management of Multi User Environment in Online Social Networks (OSNs)

P. Amrutha
2013 IOSR Journal of Computer Engineering  
To this end, we propose an approach to enable the protection of shared data associated with multiple users in OSNs.  ...  While OSNs allow users to restrict access to shared data, they currently do not provide any mechanism to totally enforce privacy issue solver associated with multiple users.  ...  Leena Ragha, Head of the Department of Computer Engineering, Ramrao Adik Institute of Technology and Prof.  ... 
doi:10.9790/0661-1320107 fatcat:rdpsdcqelbbzvkg5rm4og4tzba

Introduction [chapter]

2016 Music Data Analysis  
This series aims to foster the integration between the computer sciences and statistical, numerical, and probabilistic methods by publishing a broad range of reference works, textbooks, and handbooks.  ...  The interface between the computer and statistical sciences is increasing, as each discipline seeks to harness the power and resources of the other.  ...  data mining.  ... 
doi:10.1201/9781315370996-5 fatcat:avooqogcpnbjngqmzuonil3exq

Characteristics of the acoustic emission during horizontal single grit scratch tests: Part 1 characteristics and identification

James Griffin, Xun Chen
2009 International Journal of Abrasive Technology  
In modern manufacturing environments waste is an issue of great importance.  ...  In using robust classifiers such as the Neural Network and novel classifiers such as non-linear data paradigms, Fuzzy-c clustering with Genetic Algorithm optimisation, cutting, ploughing and rubbing phenomenon  ...  signal: ( KBS), Data Mining and Data Warehousing (DM and DW), Knowledge Discovery in Database (KDD), Machine Learning (ML), statistical processing and probability networks to mention a few.  ... 
doi:10.1504/ijat.2009.021636 fatcat:4kuqpxcehbgo3ac3regxxst5fm

Magazine (Pacific Institute for the Mathematical Sciences) : vol. 6, issue 1, Winter 2002

Pacific Institute For The Mathematical Sciences
KDD'02, Kno KDD'02, Kno KDD'02, Kno KDD'02, Kno KDD'02, Knowledge Disco wledge Disco wledge Disco wledge Disco wledge Discov v v v very and Datamining ery and Datamining ery and Datamining  ...  , May 27-31, 2002 , May 27-31, 2002 , May 27-31, 2002 , May 27-31, 2002 The IPSW workshop will follow the same highly successful format as PIMS' first 5 workshops held in Vancouver (1997), Calgary  ...  The institute's proactive approach to industrial and education outreach, and its use of modern commu-nication and dissemination tools, contributed to changing the culture, to erasing outdated perceptions  ... 
doi:10.14288/1.0085987 fatcat:io5wc5llefcnppkgqnnyn5leom

Polska Akademia Nauk Oddział w Gdańsku Metody Informatyki Stosowanej Metody Informatyki Stosowanej Kwartalnik Komisji Informatyki Polskiej Akademii Nauk Oddział w Gdańsku Spis treści

Komisja Informatyki, Marian Adamski, Zbigniew Banaszak, Alexander Barkalov, Włodzimierz Bielecki, Piotr Bubacz, Ryszard Budziński, Henryk Budzisz, Andrzej Czyżewski, Ludosław Drelichowski, Witold Dzwinel, Imed Frey (+63 others)
2009 unpublished
Beat Reterska, M.A. for the help in conducting of proofreader's test, and to Szymon Wanatowicz M.Sc. for designing of graphical form sets.  ...  The coefficient has integrated experts' opinions about the detection of binary structure components, symmetry and self-similarity (like in fractals).  ...  Keywords: data exploration, data mining, Cross-Industry Standard Process for Data Mining, CRISP- DM, knowledge discovery in databases, KDD, pre-exploration systems, post-exploration sys- tems, text mining  ... 

Robotic isotropy and optimal robot design of planar manipulators

M.V. Kircanski
Proceedings of the 1994 IEEE International Conference on Robotics and Automation  
Introduction: Basics of data mining, related concepts, Data mining techniques. 2. Data Mining Algorithms: Classification, Clustering, Association rules. 3. Knowledge Discovery : KDD Process 4.  ...  Application and Trends in Data Mining: Applications, Systems products and research prototypes, Additional themes in data mining, Trends in data mining Data Warehousing: 1.  ...  applications, familiarize with the data-warehousing and data-mining techniques and other advanced topics, apply the knowledge acquired to solve simple problems ORAL EXAMINATION An oral examination  ... 
doi:10.1109/robot.1994.351213 dblp:conf/icra/Kircanski94 fatcat:uawqnzropbgivcanzqihtimt2m

FUTURE COMPUTING 2012 The Fourth International Conference on Future Computational Technologies and Applications FUTURE COMPUTING 2012 Committee FUTURE COMPUTING Advisory Chairs FUTURE COMPUTING 2012 Technical Program Committee

Jaime Mauri, Hiroyuki Sato, Miriam Capretz, Marek Druzdzel, Cristina Seceleanu, Mälardalen University, Sweden Sato, Miriam Capretz, Marek Druzdzel, Mohsen Askari, Alberto Cano, Leandro Dias Da Silva (+20 others)
2012 Foreword The Fourth International Conference on Future Computational Technologies and Applications (FUTURE COMPUTING 2012   unpublished
in Nice, France, targeted advanced computational paradigms and their applications.  ...  They are largely expected to play an important role in cloud systems, on-demand services, autonomic systems, and pervasive applications and services.  ...  Mining gradual patterns (MGP) is an important task for knowledge discovery (KDD) and data mining (DM).  ... 

Monitoramento internacional da produção científi ca em ciência da informação: v.1 Números temáticos de periódicos

Design/methodology/approach -A brief introduction about the issue of web-mining applications in e-commerce and e-services is provided, along with a summary of the main contributions of the papers that  ...  Design/methodology/approach --The papers in the special issue are introduced and discussed.  ...  Resumo: This paper sets the context for this special issue on LIS education in Greece by explaining the Greek higher education system both in organisational terms and in the approaches to teaching and  ... 
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