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Complexity Profiling for Informed Case-Base Editing [chapter]

Stewart Massie, Susan Craw, Nirmalie Wiratunga
2006 Lecture Notes in Computer Science  
The algorithm offers control over the balance between maintaining competence and reducing case-base size.  ...  However the knowledge engineer is given little support in the selection of suitable techniques to maintain and monitor the case-base.  ...  McKenna and Smyth's [11, 17] competence-guided editing techniques use local case information from their competence model [16] to rank cases prior to case selection, so that redundant cases are presented  ... 
doi:10.1007/11805816_25 fatcat:njdnbh3cqbcjjoizthaxqzssae

An Analysis of Case-Base Editing in a Spam Filtering System [chapter]

Sarah Jane Delany, Pádraig Cunningham
2004 Lecture Notes in Computer Science  
Key to this will be procedures to edit the case-base to remove noise and eliminate redundancy. In this paper we present a two stage process to do this.  ...  Because of the volume of spam email and its evolving nature, any deployed Machine Learning-based spam filtering system will need to have procedures for case-base maintenance.  ...  McKenna & Smyth [6] presented a family of competence-guided editing methods for case-bases which combine both incremental and decremental strategies.  ... 
doi:10.1007/978-3-540-28631-8_11 fatcat:o2iy3qrowrbldfh3m6ipigcbca

The Good, the Bad and the Incorrectly Classified: Profiling Cases for Case-Base Editing [chapter]

Sarah Jane Delany
2009 Lecture Notes in Computer Science  
Case-based approaches to classification, as instance-based learning techniques, have a particular reliance on training examples that other supervised learning techniques do not have.  ...  In this paper we present the RDCL case profiling technique that categorises each case in a casebase based on its classification by the case-base, the benefit it has and/or the damage it causes by its inclusion  ...  This material is based upon works supported by the Science Foundation Ireland under Grant No. 07/RFP/CMSF718.  ... 
doi:10.1007/978-3-642-02998-1_11 fatcat:ifmon3hp5vhstenldo4b5esz4e

Competence guided incremental footprint-based retrieval

Barry Smyth, Elizabeth McKenna
2001 Knowledge-Based Systems  
Smyth and McKenna [Lecture Notes in Arti®cial Intelligence LNAI 1650 (1999) 343±357] have described a novel retrieval technique, called footprint-based retrieval (FBR), which is guided by a model of case  ...  Case-based reasoning (CBR) systems solve new problems by retrieving and adapting problem solving experiences stored as cases in a case-base.  ...  Many powerful editing strategies have been developed, often preserving competence with a greatly reduced edited case-base.  ... 
doi:10.1016/s0950-7051(01)00092-2 fatcat:5ko3akntrrf7hld4bmq4jjavuu

Footprint-Based Retrieval [chapter]

Barry Smyt, Elizabeth McKenna
1999 Lecture Notes in Computer Science  
In this paper we describe a novel retrieval technique that is guided by a model of case competence and that, as a result, benefits from superior efficiency, competence and quality features.  ...  For example, a variety of different efficiency and competence models have been used recently to guide the growth of case-bases during learning and case-base maintenance [8, 11, 12] .  ...  Many editing strategies have been successfully developed, often maintaining retrieval competence with an edited case-base that is significantly smaller than the full case-base.  ... 
doi:10.1007/3-540-48508-2_25 fatcat:razvem2ofrdollnttaqoj4la2e

A concept drift-tolerant case-base editing technique

Ning Lu, Jie Lu, Guangquan Zhang, Ramon Lopez de Mantaras
2016 Artificial Intelligence  
Section 3 presents our proposed two-stage case-base editing technique.  ...  In this paper, we present a new case-base editing technique which takes both competence enhancement and competence preservation into consideration.  ... 
doi:10.1016/j.artint.2015.09.009 fatcat:fxeutev3sngllkrtkzhep7xeom

Noise reduction for instance-based learning with a local maximal margin approach

Nicola Segata, Enrico Blanzieri, Sarah Jane Delany, Pádraig Cunningham
2009 Journal of Intelligent Information Systems  
This provides a more robust alternative to the majority rule on which almost all the existing noise reduction techniques are based.  ...  To some extent the problem of noise reduction in machine learning has been finessed by the development of learning techniques that are noise-tolerant.  ...  An example of using case competence to guide editing is the Footprint Deletion policy by Smyth and Keane (1995) which is based on the notion of a competence footprint, a subset of training examples providing  ... 
doi:10.1007/s10844-009-0101-z fatcat:w5imym2vdrby7m7wqppgmqqcji

Page 14 of Law Enforcement Journal Vol. 6, Issue 10 [page]

1976 Law Enforcement Journal  
A complete guide to modern fingerprint- ing. 2nd edition. $8.25 Techniques of Criminal Interrogation 600 ques- tions and answers.  ...  Municipal Police Administration Study Guide Con- tains over 900 multiple choice’ questions based on the M.P.A.- 7th edition. Also an introduction by Samuel G.  ... 

The Effect of Guided Writing Strategy in Writing Skill

Ni Made Lisma Martarini, Ni Nyoman Ayu J. Sastaparamitha
2020 Yavana Bhasha : Journal of English Language Education  
Strengthened by the descriptive analysis, it was found that the mean score of writing competency tests for the students who treated by using guided writing strategy was 80.76 and the mean score of writing  ...  competency treated by using conventional writing strategy was 76.76.  ...  In this case, the competency writing involves linguistic and cognitive aspects.  ... 
doi:10.25078/yb.v3i2.1711 fatcat:zwrl6257bzer7b7kwqtvmmreaq

PROJECT MANAGEMENT METHODS, GUIDES AND STANDARDS: A CRITICAL OVERVIEW

Abdul Aziz Abdullah, Zulkiflee Abdul-Samad, Hamzah Abdul-Rahman, Hafez Salleh
2021 Journal of Project Management Practice  
This study aims to highlight the differences between standards, guides and methods developed by these bodies and to evaluate their contribution to the project management profession.  ...  PRINCE2 describes three techniques namely: "Product Based Planning", "Quality Review" and "Change Control".  ...  This Standard was first published in 1997 and then was updated in 2003 as the second edition and the latest edition so far is the third edition which was updated in 2017 (ISO, 2017).  ... 
doi:10.22452/jpmp.vol1no1.3 fatcat:o3fs2fegvjdc3cwp2z3fl6fxia

Supplemental material for Recommendations and resources for regional anaesthesia Fellowships in Australia and New Zealand

Navdeep S Sidhu, Alwin Chuan, Christopher H Mitchell
2019 Figshare  
Includes discussion on novel techniques such as web-based teaching and technical skills competency McCartney & Mariano (2016) 13 Editorial on education in RA Focus predominantly on technical skills  ...  and true learning objectives in competency-based accreditation Koscielniak- Nielsen (2013) 67 Lecture on the European Diploma of Regional Anaesthesia Accreditation of UGRA skills based on competency  ... 
doi:10.25384/sage.9731594 fatcat:odoceepierhttch6eo7bu6pasy

DNA-guided genome editing using structure-guided endonucleases

Gaurav K. Varshney, Shawn M. Burgess
2016 Genome Biology  
A new study presenting an alternative approach has been demonstrated that utilizes flap endonuclease 1 (FEN-1) fused to the Fok1 endonuclease, which shows potential for DNA-guided genome targeting in vivo  ...  This effort has resulted in a number of new genes and approaches using other RNA-guided nucleases, DNA-guided nucleases, synthetic transcription factors, and other exciting techniques.  ...  FEN-1 uses a guide DNA comprising a (minimum) 20 base-pair (bp) complementary sequence to the target site where the 3′ end has a single-base mismatch creating an unpaired base, forming the "flap" structure  ... 
doi:10.1186/s13059-016-1055-4 pmid:27640875 pmcid:PMC5025577 fatcat:es5jzx4gyrbxljfrjwcnpdm64i

Post-Editing Job Profiles for Subtitlers

Anke Tardel, Silvia Hansen-Schirra, Jean Nitzke
2021 Machine Translation Summit  
In this paper, we want to describe the different potential job profiles and respective competences needed when post-editing subtitles.  ...  Both economic and cognitive processes are impacted and with it the necessary competences of all stakeholders involved change.  ...  specifics of the respective style guide.  ... 
dblp:conf/mtsummit/TardelHN21 fatcat:eakdadorsjhqrgi2y57dcqznqy

OVERVIEW ABOUT THE MANAGEMENT OF THE HUMAN RESOURCE IN PROJECTS

Catalin Drob
2015 Studies and Scientific Researches: Economics Edition  
The PMBOK® Guide describes four elements (processes) of human resource management: human resource planning, acquire project team, develop project team and manage project team.  ...  tries to present in the comparative manner, different approaches of several guidelines, international standards and methodologies regarding the management of the human resource in projects (the PMBOK ® Guide  ...  In 1996 the Project Management Institute (PMI) published the first edition of this guide. The last edition (the fifth edition) of this guide was published in 2012.  ... 
doi:10.29358/sceco.v0i21.313 fatcat:kbijujr6erhrzjrrewvct5vg4u

Yesterday, Today and Future of the Engineering Management Body of Knowledge

Hiral Shah, Walter Nowocin
2015 Frontiers of Engineering Management  
This paper describes the 11 domains that are included in the EMBOK and discuss the future publication of the EMBOK Guide.  ...  The EMBOK is based on a validated study and can be used for curriculum development, certification exams, and professional development programs.  ...  Each domain is summarized below using information extracted from the 3rd edition of "A Guide to the EMBOK" (Shah, 2012) .  ... 
doi:10.15302/j-fem-2015009 fatcat:ppqcpjor5jamto5yw6a27d665u
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