A New Strategy of the Bag-of-Word Method with a Multi-scale Representation for Evaluating Color Pairwise Descriptors- Crimson Publishers

A New Strategy of the Bag-of-Word Method with a Multi-scale Representation for Evaluating Color Pairwise Descriptors by Ahmed Kaffel in Open Access Biostatistics & Bioinformatic: crimson publishers open access journal- Crimson Publishers

In the field of image categorization, the Bag-Of-Word has proved to be successful. It treats local image features as visual words. After collecting all local features, each image is represented by a histogram of occurrences of visual words. In this work, we propose an extension to the Bag-Of-Words (BOW) by integrating the spatial relationships information between local features. In a first step, we extract local features by using both multi-scale representation and color descriptors based on HSV-SIFT, opponent-SIFT, RGB-SIFT, rg-SIFT and transformed-color-SIFT. In a second step, and in  order to represent the relationships between local features, we form pairwise color descriptors by joining pairs of spatially neighbor SIFT color features. In a third step, we encode the histograms which involve the occurrence of pairwise color descriptors by applying the BOW strategy and the Spatial Pyramid Representation (SPR). Finally, image classification is carried out by using Support Vector Machine (SVM) on the generated histograms. Our proposed method is tested and validated using the standard image datasets “Pascal Voc 2007”.

https://crimsonpublishers.com/oabb/fulltext/OABB.000516.php

For more open access journals in Crimson Publishers please click on link: https://crimsonpublishers.com/

For more articles in crimson publishers open access journal please click on link: https://crimsonpublishers.com/oabb/

Mining Online Author’s Publication to Report the Core Research Domain with PubMed MeSH Terms: a Systematic Review for a Journal- Crimson Publishers

Mining Online Author’s Publication to Report the Core Research Domain with PubMed MeSH Terms: a Systematic Review for a Journal by Tsair Wei Chien in Open Access Biostatistics & Bioinformatic: Crimson Publishers- crimson publishers open access journal

Background: Identifying an author’s research domain (RD) using MeSH (Medical Subject Headings) terms is essential for a journal’s development and its readership, but no journal uses mining online methods or social network analysis (SNA) to extract journal publication information to report an author’s contributions.

Objective: To select prestigious authors and papers that have contributed most to a journal, we retrospectively (1) calculated an SCI (Science Citation Index) journal’s most recent impact factors (IF) and (2) used graphical representations that include MeSH terms of RDs for authors and journals.

Methods: We collected 2,053 papers published between July 1, 1999, and April 3, 2017, in the Journal of Medical Internet Research (JMIR) and cited by 673 journals, for which we also collected annual IFs for 394 SCI journals, including the JMIR. The prestigious authors and JMIR papers based on the weight of the 5-year SCI IFs from 394 cited-by papers in 2015. The JMIR core aims and scope are presented using major MeSH terms based on their corresponding average weighted scores. Social network analysis was used to create a graphical RD pattern for JMIR, and its prestigious papers and authors.

https://crimsonpublishers.com/oabb/fulltext/OABB.000515.php

For more open access journals in Crimson Publishers please click on link: https://crimsonpublishers.com/

For more articles in open access Biostatistics journals please click on link: https://crimsonpublishers.com/oabb/

Mining Online Author’s Publication to Report the Core Research Domain with PubMed MeSH Terms: a Systematic Review for a Journal- Crimson Publishers

Mining Online Author’s Publication to Report the Core Research Domain with PubMed MeSH 

Terms: a Systematic Review for a Journal by Tsair Wei Chien in Open Access Biostatistics & 

Bioinformatic: Crimson Publishers_ Bioinformatics Open Access Journals

Background: Identifying an author’s research domain (RD) using MeSH (Medical Subject Headings)
terms is essential for a journal’s development and its readership, but no journal uses mining online 
methods or social network analysis (SNA) to extract journal publication information to report an 
author’s contributions.


Objective: To select prestigious authors and papers that have contributed most to a journal, 
we retrospectively (1) calculated an SCI (Science Citation Index) journal’s most recent impact 
factors (IF) and (2) used graphical representations that include MeSH terms of RDs for authors 
and journals.


Methods: We collected 2,053 papers published between July 1, 1999, and April 3, 2017, in the 
Journal of Medical Internet Research (JMIR) and cited by 673 journals, for which we also 
collected annual IFs for 394 SCI journals, including the JMIR. The prestigious authors and JMIR 
papers based on the weight of the 5-year SCI IFs from 394 cited-by papers in 2015. The JMIR 
core aims and scope are presented using major MeSH terms based on their corresponding 
average weighted scores. Social network analysis was used to create a graphical RD pattern for 
JMIR, and its prestigious papers and authors.


Results: All JMIR 5-year IFs have not been less than 2.9 for the past 14 years. The authors who 
contributed most to JMIR in a number of publications and weighted citations are Gunther 
Eysenbach and My Hua. Their cohesion measures (ranging from 0 to 1.0) to JMIR are 34% and 
5.7%, respectively. The highest prestige weighted contribution among papers published in JMIR 
is the one (PMID: 23567935 /DOI: 10.2196/jmir.2324) with a cohesion measure of 4.5%.


Conclusion: An author’s research domain is required with an essential and graphical 
presentation along with the author’s submission to the target journal. Journal editors also 
look forward to evaluating an author’s research domain and the submitted paper’s cohesion 
measure for the journal.


https://crimsonpublishers.com/oabb/fulltext/OABB.000515.php

For more open access journals in Crimson Publishers please click on link: 

https://crimsonpublishers.com/

For more articles in Bioinformatics Open Access Journals please click on link: 

https://crimsonpublishers.com/oabb/

Cuckoo Search and Firefly Algorithms- Biologically Inspired Algorithms- Crimson Publishers

Cuckoo Search and Firefly Algorithms- Biologically Inspired Algorithms by SM Kamalapur in Open Access Biostatistics & Bioinformatic: Crimson Publishers- Bioinformatics Open Access Journals

Optimization is an important subject with a wide range of applications. Biologically inspired algorithms are becoming powerful to solve optimization problem. This paper intends to provide brief overview of two biologically inspired algorithms namely cuckoo search and firefly algorithms. Application areas of these algorithms are listed in the paper.

https://crimsonpublishers.com/oabb/fulltext/OABB.000514.php

For more open access journals in Crimson Publishers please click on link: https://crimsonpublishers.com/

For more articles in Bioinformatics Open Access Journals please click on link: https://crimsonpublishers.com/oabb/

Writing Research Paper: Challenges and Solutions- Crimson Publishers

Writing Research Paper: Challenges and Solutions by Kshitij Shinghal in Open Access Biostatistics & Bioinformatics: Crimson Publishers- Bioinformatics Open Access Journals

Dear colleagues, being the part of the editorial team of this reputed journal, I feel very privileged and delighted to get an opportunity to write an editorial opinion article for the journal. I would like to thank all the contributors i.e. authors, reviewer's, editors etc. of the journal on behalf of editorial team of the Crimson Publishers, Open Access Journal of Biostatistics & Bioinformatics. In my academic journey, I have experienced that more than once students are found to confront a perplexing situation: why to write or publish an academic research paper. Further, even if due to some compelling factors (like obligation to faculty in-charge, supervisor etc.) if forced to write thesis/reports, they again come across a challenging situation, why at all to publish the research paper? A fear of rejection is always there in their minds, "If I ever submitted a paper it will be rejected". Believe in yourself, you can do it too, go out submit a paper, take the reviews positively, modify and resubmit and you’ve done it.

https://crimsonpublishers.com/oabb/fulltext/OABB.000512.php

For more open access journals in Crimson Publishers please click on link: https://crimsonpublishers.com/

For more articles in Bioinformatics Open Access Journals please click on link: https://crimsonpublishers.com/oabb/

The Economic Basis of Stupidity- Crimson Publishers

The Economic Basis of Stupidity by James F Welles in Open Access Biostatistics & Bioinformatics: Crimson Publishers- Open Access Biostatistics & Bioinformatics journals

One of the basic problems with which all leaders must contend is that the ideals and ideas they are expected to use to solve existing problems are often simply common assumptions. This is particularly true in the field of economics-a domain in which beliefs and arguments over them have in the past century clearly become religious in nature. The general field of economics relates to the system of allocating productive goods and the land, tools and labour employed to produce them. The need for systems is a cultural universal [1], but one might legitimately inquire as to just how systematic the systems are. Capitalism really is not a system: it is economic anarchy. Socialism is too systematic: it stifles initiative with plans for state traction. Communism 1 is economic democracy- collective stupidity, with each detracting according to his means and by 1842 using a universal language based on "Hunger", "Envy" and "Death" [2]. Fascism is economic over think.

For more open access journals in Crimson Publishers please click on link: https://crimsonpublishers.com/For more articles in Open Access Biostatistics & Bioinformatics journals please click on link: https://crimsonpublishers.com/oabb/  

Design of a Novel Stepped Biconical Antenna- Crimson Publishers

Design of a Novel Stepped Biconical Antenna by Yashu Sindhwani in Open Access Biostatistics & Bioinformatics: Crimson Publishers- Open Access Biostatistics & Bioinformatics journals

Cone-shaped antenna's area unit is helpful for several applications as a result of their broadband characteristics and relative simplicity. This instance includes associate in nursing analysis of the antenna electric resistance and also the graphical record as functions of the frequency for a biconical antenna with a finite ground plane and a fifty fi  concentrical feed [1]. The motionsymmetry makes it doable to model this in axially interchangeable 2nd. Once modelling in 2nd, you'll be able to use a dense mesh, giving a superb accuracy for a good vary of frequencies.

For more open access journals in Crimson Publishers please click on link: https://crimsonpublishers.com/

For more articles in Open Access Biostatistics & Bioinformatics journals please click on link: https://crimsonpublishers.com/oabb/