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Editorial
2007
Intelligent Data Analysis
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Focusing on developing user models, Srinivasa et al. in the next article, propose a combination of Adaptive Genetic Algorithms and multi-class Support Vector Machines to learn user models in the Internet ...
The application is to adapt to the user interests based on XML documents. ...
includes improved classification accuracy on a number of real data sets from UCI and show that their technique can be easily adapted to fill up missing attribute values in classification problems. ...
doi:10.3233/ida-2007-11501
fatcat:d2627tgmg5gjjgdpxctirau5ly
A Taxonomy of Information Retrieval Models and Tools
2004
Journal of Computing and Information Technology
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This paper proposes a taxonomy of information retrieval models and tools and provides precise definitions for the key terms. ...
The taxonomy consists of superimposing two views: vertical taxonomy, that classifies IR models with respect to a set of basic features, and horizontal taxonomy, which classifies IR systems and services ...
of Information Science and Technology, 28, (1993), pp. 231-276. 16] CHEN, H., Machine learning for information retrieval: neural networks, Symbolic learning, and genetic algorithms, Journal of the American ...
doi:10.2498/cit.2004.03.01
fatcat:psuycqgkr5aglkwmlkddaegkwe
Evolutive Platform - A Genetic E-Learning Environment
[chapter]
2012
eLearning - Theories, Design, Software and Applications
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Two major processes, marshalling and unmarshalling, take care of the mapping between Java objects and XML documents, which makes JAXB surpass traditional Simple API for XML (SAX) and Document Object Model ...
Java Architecture for XML Binding (JAXB) is an XML binding model that defines the way of automatic mapping XML documents into objects in a programming language. ...
Genetic algorithm pseudo-code The theory is based mainly on the following two assumptions: H 0 is ignored until the learning curve of the individual is understood; H 0 is considered for future evolutionary ...
doi:10.5772/31323
fatcat:nln6seejd5cario4uahnnqvqwe
Next generation tools for the annotation of human SNPs
2009
Briefings in Bioinformatics
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Decision tree A machine learning method in which attributes to be tested are organized in a tree structure and a decision is made at each branch point. ...
The intensity of these probes can be used to analyze which DNA base is present at a SNP position and whether the individual of interest carries two identical bases (homozygous) or two different bases ( ...
Support vector machine A machine learning method that is based on 'decision planes' to yield maximal linear separation of different classes of data, often through projection into higher dimensions. ...
doi:10.1093/bib/bbn047
pmid:19181721
pmcid:PMC2638621
fatcat:wrxufl5ayvd2nc7v5x3a4d3dr4
Visualizing Research Digital Libraries with Open Standards
2004
Communications of the Association for Information Systems
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metadata sets, XML Topic Maps, Xalan and Xerces, to link user navigation activity to the abstracts and full text contents of the articles. ...
We discuss the flexibility and convenience of XML standards and link this effort to related digital library visualization approaches. ...
] and Support Vector Machines (SVM) [Joachims 2001 ]. ...
doi:10.17705/1cais.01322
fatcat:5djymkh65ba6fes7fi45gky2nu
Management of Web and Associated Grid Technologies for Quantum Chemistry Computation
[chapter]
2003
Lecture Notes in Computer Science
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There are several facets of these efforts: (1) development of a computational chemistry web portal (2) development of an XML schema based on output data of electronic structure software, and (3) development ...
structure and properties of molecular systems, as well as the dissemination of results both for research and education. ...
The authors would like to acknowledge support from the NSF through ANI-0223043, and the NIH through NBCR-RR08605 (NIH). ...
doi:10.1007/3-540-44864-0_12
fatcat:yiegltlianfvxn6hhtrcxdyc34
Design and implementation of a case-based reasoning system for marketing plans
2005
Expert systems with applications
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The CBR system was implemented and successfully demonstrated on case retrieval of a telecommunication company. q ...
After an intensive survey of CBR methods and applications, a CBR system embedding multi-attribute decision making method, which provides both overall similarity level and similarity level of each selected ...
from Learning Vector Quantization (LVQ). ...
doi:10.1016/j.eswa.2004.08.002
fatcat:h6awg6m6cbfnfiusgd6cbj6ece
Ontological technologies for user modelling
2010
International Journal of Metadata, Semantics and Ontologies
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As an example of the project employing ontology-based user modelling, we present an experiment design for translation of overlay student models for relative domains by means of ontology mapping. ...
technologies of user modelling. ...
Acknowledgement We would like to express our gratitude to Peter Brusilovsky and Michael Spring for their help in preparing this review. ...
doi:10.1504/ijmso.2010.032649
fatcat:auygmsi77rebvcttp7bsqpdrfq
Open source tools and toolkits for bioinformatics: significance, and where are we?
2006
Briefings in Bioinformatics
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Rather than creating a comprehensive list of all tools developed over the last 2^3 years, we use a few selected projects encompassing toolkit libraries, analysis tools, data analysis environments and interoperability ...
The survey is intended to illustrate how programs and toolkits whose source code has been developed or released under an Open Source license have changed informatics-heavy areas of life science research ...
vector machines. ...
doi:10.1093/bib/bbl026
pmid:16899494
fatcat:x2dugkcc2vdv7j3b4ry6jkpiba
The BioGRID interaction database: 2013 update
2012
Nucleic Acids Research
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Bi-oGRID curates the biomedical literature for major model organism species, including humans, with a recent emphasis on central biological processes and specific human diseases. ...
A new dynamic interaction network viewer allows the easy navigation and filtering of all genetic and protein interaction data, as well as for bioactive compounds and their established targets. ...
ACKNOWLEDGEMENTS The authors thank Chris Grove, Paul Sternberg and Anastasia Baryshnikova for ongoing collaborative development of the Genetic Interaction Structured Terminology. ...
doi:10.1093/nar/gks1158
pmid:23203989
pmcid:PMC3531226
fatcat:nmn2ijk3qje6jfpsgpzgk2p2nm
ISR Data Processing in Military Operations
2020
Advances in Science, Technology and Engineering Systems
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This paper provides an overview of Intelligence, Surveillance, and Reconnaissance (ISR) data with respect on NATO standards and recommendations; further presents methods, tools, and experiences in ISR ...
The last two chapters are focused on the description of research results in the processing of ISR data. ...
The tool is used for data preparation, machine learning, and predictive model deployment. ...
doi:10.25046/aj050540
fatcat:uwzte6tiwzccbbdyys4ivkka2q
Knowledge management tutorial: an editorial overview
2001
IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)
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We present a tutorial on knowledge management (KM) and a roadmap of this special issue around the knowledge life cycle. ...
Knowledge management is a discipline that provides strategy, process, and technology to share and leverage information and expertise that will increase our level of understanding, to more effectively solve ...
Singh for motivating them to co-edit this special issue on knowledge management. ...
doi:10.1109/5326.983926
fatcat:4bycs2qg4jekbpqgo6nk5lz7nu
A metabolome pipeline: from concept to data to knowledge
2005
Metabolomics
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Many of these steps involve the solution of what amount to combinatorial optimization problems, and methods developed for these, especially those based on evolutionary computing, are proving valuable. ...
In this short tutorial review and position paper we seek to set out some of the elements of "best practice" in the optimal acquisition of such data, and in the means by which they may be turned into reliable ...
Acknowledgments We thank the BBSRC, EPSRC, NERC, The Gottlieb Daimler and Karl Benz Foundation and the RSC for financial support, and Nigel Hardy and Helen Fuell for useful discussions. ...
doi:10.1007/s11306-005-1106-4
fatcat:e37kay2q3jcyvbhq57bnjj7wlm
Welcome Message from the General Chair
2006
International Conference on Dependable Systems and Networks (DSN'06)
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The international conference series on Very Large Data Bases (VLDB) was launched in 1975 in Framingham MA, about 20 miles from Boston. ...
VLDB conferences attract today hundreds of submissions and participants. ...
Acknowledgements The contents presented in this document would not have been available to the attendees of the VLDB conference without the contributions of Mike Godfrey (MG) and Dave Wortman (DW), who ...
doi:10.1109/dsn.2006.75
dblp:conf/dsn/X06
fatcat:k4duddvbk5glboxkqxkkfsh4p4
Knowledge Taxonomy for Developing Organizational Memory System (OMS) for Public Institutions of Higher Learning (IHL) in Malaysia
[chapter]
2011
Communications in Computer and Information Science
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The taxonomy and metadata is developed base on pertinent literature of organizational memory system model, organizational memory sources types and knowledge management technology. ...
Knowledge in organization, supported by appropriate technology will produce organizational memories that provide necessary support for organization to learn and grow. ...
,
Bayesian Analysis, Pattern Analysis/
Matching,
K-Nearest
Neighbours,
Support
Vector
Machine,
XML
Technology, Others
3
Approaches
to
Taxonomy
Building
Manual, Automatic, Hybrid
4
Visualization ...
doi:10.1007/978-3-642-22191-0_4
fatcat:zdgqvypkcbapnpkywo3nugpa6a
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