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Hybrid ACO and TOFA feature selection approach for text classification

Hanan S. Alghamdi, H. Lilian Tang, Saleh Alshomrani
2012 2012 IEEE Congress on Evolutionary Computation  
This paper proposes a novel feature selection approach to improve the performance of text classifier based on an integration of Ant Colony Optimization (ACO) and Trace Oriented Feature Analysis (TOFA).  ...  It has been shown in previous research that ACO is one of the promising approaches for feature selection and TOFA is capable of dealing with large scale text data.  ...  TRACE ORIENTED FEATURE ANALYSIS (TOFA) TOFA as presented in [13] and [14] is a matrix trace oriented optimization framework aims to unify both feature extraction and feature selection algorithms through  ... 
doi:10.1109/cec.2012.6252960 dblp:conf/cec/AlghamdiTA12 fatcat:qeeridlca5dcznpig3j6gfplie

Semantic based Document Clustering: A Detailed Review

Neepa Shah, Sunita Mahajan
2012 International Journal of Computer Applications  
This novel feature selection algorithm is called Trace-Oriented Feature Analysis (TOFA).  ...  Here a full text analysis is performed on more than 300,000 pages in total on new analysis platform.  ... 
doi:10.5120/8202-1598 fatcat:mb5hph2d6vhofmyxuyib7srgqq

Correlated concept based dynamic document clustering algorithms for newsgroups and scientific literature

Jayaraj Jayabharathy, Selvadurai Kanmani
2014 Decision Analytics  
We also express our thanks to Pondicherry Engineering College for their support in performing this research.  ...  Extraction Algorithm Yan et al. (2011) TOFA(Trace-Oriented Feature Analysis) Bag Of Words Model(BOW) Latent Semantic Indexing(LSI) 20NG, RVCI, ODP Correlation Similarity Measure Space Zhang et  ...  In VSM the document is represented as a feature vector of the terms in the document. Each feature vector contains term-weights of the terms in the document.  ... 
doi:10.1186/2193-8636-1-3 fatcat:umwkazqtgzabjclru7hch76keu

Multi-grid cellular genetic algorithm for optimizing variable ordering of ROBDDs

Cristian Rotaru, Octav Brudaru
2012 2012 IEEE Congress on Evolutionary Computation  
Two feature functions are used to measure the similarity between chromosomes. The approach considers multiple parallel evolving grids.  ...  The population evolves on a bidimensional grid and is implicitly organized in geographical clusters that present a form of structural similarity between individuals.  ...  , Hybrid ACO and TOFA Feature Selection Approach for Text Classification 679, Swee Chuan Tan, Simplifying and Improving Swarm-based Clustering Friday, IEEE CEC, FrC 1-3, 8:15-9:15, Evolutionary Algorithms  ... 
doi:10.1109/cec.2012.6256590 dblp:conf/cec/RotaruB12 fatcat:4ly3nrktw5habc6lf5err7d5py

Progressing Plastics Circularity: A Review of Mechano-Biocatalytic Approaches for Waste Plastic (Re)valorization

Efstratios Nikolaivits, Brana Pantelic, Muhammad Azeem, George Taxeidis, Ramesh Babu, Evangelos Topakas, Margaret Brennan Fournet, Jasmina Nikodinovic-Runic
2021 Frontiers in Bioengineering and Biotechnology  
These same features, however, also prohibit degradability, in particular biodegradability.  ...  bioRxiv [Preprint]. doi: 10.1101/2020.03.16.993592 CrossRef Full Text | Google Scholar Tofa, T. S., Kunjali, K. L., Paul, S., Dutta, J., et al. (2019).  ... 
doi:10.3389/fbioe.2021.696040 fatcat:my5ozxfqwzevriucnpxnxwxrwe

Therapeutic paradigms in the public ministry of Jesus [chapter]

Jesse Mugambi, University of Nairobi
2021 HTS Religion & Society Series  
The reviewers were independent of the publisher and/or authors in question.  ...  in the analysis of data.  ...  In the present work, the Distantiation phase assists in the analysis of the text of Mark 5:21-34 so as to situate the text and interpret it against its own worldview and context.  ... 
doi:10.4102/aosis.2020.bk222.02 fatcat:4tcdnuegpbeypmqzm33qfhfp7a

Conclusion [chapter]

Zorodzai Dube, University of Pretoria
2021 HTS Religion & Society Series  
The reviewers were independent of the publisher and/or authors in question.  ...  in the analysis of data.  ...  In the present work, the Distantiation phase assists in the analysis of the text of Mark 5:21-34 so as to situate the text and interpret it against its own worldview and context.  ... 
doi:10.4102/aosis.2020.bk222.10 fatcat:mkkzemevrvehpcobr4nqbyechy

Greco-Roman healing tradition of Asclepius vis-à-vis Jesus as the Messianic Healer in the Gospels tradition: Implications for healing ministrations in contemporary African churches [chapter]

Chris U. Manus, National University of Lesotho
2021 HTS Religion & Society Series  
in the analysis of data.  ...  In the present work, the Distantiation phase assists in the analysis of the text of Mark 5:21-34 so as to situate the text and interpret it against its own worldview and context.  ... 
doi:10.4102/aosis.2020.bk222.03 fatcat:fvyiqmahrrgfxhlg4uj77eg4sm

Systemic pharmacological treatments for chronic plaque psoriasis: a network meta-analysis

Emilie Sbidian, Anna Chaimani, Ignacio Garcia-Doval, Giao Do, Camille Hua, Canelle Mazaud, Catherine Droitcourt, Carolyn Hughes, John R Ingram, Luigi Naldi, Olivier Chosidow, Laurence Le Cleach
2017 The Cochrane library  
Analysis 2.2. Comparison 2 Primary outcome -serious adverse events, Outcome 2 Anti-TNF alpha versus placebo. . Analysis 2.3.  ...  Analysis 2.4. Comparison 2 Primary outcome -serious adverse events, Outcome 4 Anti-IL17 versus placebo. . . . Analysis 2.5.  ...  Unit of analysis issues The primary unit of analysis was the participant. We did not consider studies with non-standard design features that would lead to clustering (e.g. cross-over trials).  ... 
doi:10.1002/14651858.cd011535.pub2 pmid:29271481 fatcat:wvisscwuevawtfcpxfcyqopxdy

Outbreak of the Looper,Perixera illepidaria(Lepidoptera: Geometridae) on Litchi,Litchi chinensis(Sapindales: Sapindaceae) - A New Pest Record from India

Vinod Kumar, P. Venkata Rami Reddy, Ajit Kumar Dubedi Anal, Vishal Nath
2014 Florida Entomologist  
Main IAS in the Solomon Islands IAS in the Solomon Islands can be categorized as intentional introductions or as unintentional introductions.  ...  Tofa Eteuati Siitia Principal Quarantine Officer Ministry of Agriculture, Forests, Fisheries & Meteorology P.O.  ... 
doi:10.1653/024.097.0103 fatcat:vh3h7hdgwfafxntahmkn3rdj24

Print, Performance, and the European Avant-gardes, 1905-1948

Jennifer Ann Buckley
Early twentieth-century Europe witnessed a particularly intense moment in the long debate concerning the relationship between the dramatic text and performance.  ...  Because print was still the mass medium of the early twentieth century, the avant-gardes also produced performance texts--texts which embodied their theatricalist agendas through typography, page design  ...  Gonsalves finds in the lost book's full title a "trace" of the "Oriental" religious text in the word Indi.  ... 
doi:10.7916/d8h41zts fatcat:wgmhz4mxpbfxhptqcgm7gk6g3u

Polynesian origins and destinations: reading the Pacific with S Percy Smith [article]

Graeme Whimp, University, The Australian National, University, The Australian National
, the author of its components, as a character in that Text.  ...  To that end, I assemble a single Text comprising all of those writings and proceed to read it in terms of itself but also in the light of the period in which it was written and of its intellectual context  ...  these days has always been a feature in their lives.  ... 
doi:10.25911/5d738f41b91e0 fatcat:zvks3htge5gercyepmsso3blpy

The Evaluation of Job Tax Incentives: An Analysis of a Regional Tax

Alessandro Zeli
2020 Canadian Tax Journal  
Analysis of the impact of such provisions adopted in the recent past may shed light on the effects of current tax policies.  ...  The results of the analysis using a difference-in-difference model indicate that firms enjoying IRAP incentives registered more significant and more enduring changes in the selected indicators as compared  ...  The standard reference text for supporters and opponents alike is a brief chapter in an introductory textbook, a text that in its original conception is almost half a century of age and whose author, Zweigert  ... 
doi:10.32721/ctj.2020.68.1.zeli fatcat:iw7lacjmd5ejpd5vogbicd2ntm

Producing Nature and Poverty in Africa

Heidi Glaesel, Vigdis Broch-Due, Richard A. Schroeder
2001 Canadian Journal of African Studies  
One in seven families draws its livelihood from outside agriculture.  ...  In none of these countries is there a large fertile flood plain. ...  ...  This politics of difference is of course the defining features of what Edward Said in his famous book termed Orientalism (1928) , which applies equally to the colonization of Asia, Australia, the Americas  ... 
doi:10.2307/486122 fatcat:vsirqbtjerbihiyyp5oxjmvf3q

Boko Haram: Islamism, politics, security and the state in Nigeria

Joan Inikpi Akpa
2015 African Security Review  
The dawah is a major feature of radical Islam in the Muslim world.  ...  Such articles are oriented towards policy making.  ...  He has held other professorships, at the University of Geneva, Switzerland (2007 and at the French Military Academy of Saint-Cyr, France (2003 where he also chaired the "Strategic Information Analysis  ... 
doi:10.1080/10246029.2015.996023 fatcat:46mxeywg3be2hjav6lkjjxfhle
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