Global Journal of Artificial Intelligence


Performance Analysis of Feature Extraction and its Fusion Techniques for Iris Recognition System

Research Article of Global Journal of Artificial Intelligence Performance Analysis of Feature Extraction and its Fusion Techniques for Iris Recognition System Aiyeniko, O, Adekunle, Y.A , Eze, M.O., Alao, O.D, *Ebiesuwa Seun Department of Computer Science, Babcock University The extraction of feature shows a significant part of iris recognition system. The robustness of recognition accuracy mostly depends on efficient extraction of feature. In the development of an effective recognition system, it is required that the best discriminating feature available in an iris pattern to be properly extracted. This paper applied some selected feature extraction techniques: 1D Log-Gabor Filter (1D LGF), 2-D Gabor-Filter (2D GF), Discrete Cosine Tansform (DCT) and Scale Invariant Feature Transform (SIFT) for extraction of iris features and fusion technique. The CASIA iris image dataset was used to evaluate with evaluation parameters: False Acceptance Rate (FAR), False Rejection Rate (FRR), Error Rate (RA) and Recognition Accuracy (RA). The combined 1D Log-Gabor and 2D Gabor filter approach outperformed other techniques with 92.22% of recognition accuracy, FRR of 0.0186, FAR of 0.1052 and ER of 2.87%. Keywords: Feature Extraction, Iris Recognition, 1-D Log Gabor Filter, 2-D Gabor Wavelet Transform, Scale Invariant Feature Transform ...

A Model of Intelligent Recommender System With Explicit Feedback Mechanism for Performance Improvement

Research Article of Global Journal of Artificial Intelligence A Model of Intelligent Recommender System With Explicit Feedback Mechanism for Performance Improvement Olakunle Temitope., Awodele, O., Adekunle, Y.A., Eze, M.O., *Ebiesuwa Seun Department of Computer Science, Babcock University, Nigeria Recommender Systems are intelligent applications designed to assist the user in a decision-making process whereby user wants to choose one item amongst the potentially overwhelming set of alternative products or services. This work focused on using users bank statements that explicitly shows inflow and outflow of funds. The dataset used is real and reliable because the use of non-reliable data in a recommender system causes users lack of trust in the system. However, the data collected were anonymized for privacy reasons. The recommender system was developed as a web application using Java programming language. Unlike other recommender systems, the graph-oriented database management system was used. In Google news, 38% of the total views are the result of recommendations; similarly, 60% of the rented movies from Netflix come from recommendations and more than that Amazon sales percentage due to recommendations are 35%. Successful integration of recommendation system by online companies like Amazon, eBay, Flipkart amongst others impelled the research community to avail similar benefits in financial domain to recommend product and services (Lim, 2015). Therefore, recommendation systems are considered an expedient factor in business nowadays. The aim of all recommender systems is to provide recommendation that will be favourably evaluated and accepted by its users. This work provides detailed descriptions of methods employed to proffer solutions to intelligent recommender system with explicit feedback mechanism. The methodology of this research work refers to the research approach adopted by the researcher to tackle the research problem as stated in earlier chapter. Since the efficiency and maintainability of any application is solely dependent on how the ...

Transputers Epoch

Review Article of Global Journal of Artificial Intelligence Transputers Epoch Nzenwata Uchenna J*., Adegbenle Adedeji A., and Adedokun Adewale J Department of Computer Science, Babcock University, Nigeria The transputer (Transistor Computer) was an innovative computer design of the 1980s from INMOS, a British semiconductor company based in Bristol. The transputer was conceived of as a building block for electronic systems comprising a processor, memory and a communication system. The transputer was unique in that each processor had a built-in simple operating system, memory and four high speed (20 Mbit/s full duplex) bi-directional serial links. The transputer is essentially a computer system on a chip. The links on the transputer allow connection to up to four other transputers or peripherals such as video graphics, floppy and hard disc drives, Ethernet networking and standard RS-232 serial ports. In this paper discusses the original purpose of the transputer, the architectural and the network design. It also lay emphasis on the factors that birth the dead end of the tranputer technology and the restoration project. Keywords: Transputer, Ocam, Inmos, Floating Point Unit, Memory Management Unit ...

Suggestive Solution to Security and Short range problems using RF/OWC Hybridization

Review Article of Global Journal of Artificial Intelligence Suggestive Solution to Security and Short range problems using RF/OWC Hybridization Nzenwata U.J, Olugbohungbe R. R, Ogunrinde T.O, Adegbenle A. A, Enyinnah C. Department of Computer Science, Babcock University, Ilisan Remo, Ogun, Nigeria. As the knowledge of wireless technology keeps growing exponentially in the field of telecommunication, new ideas spring up over time to address and proffer solutions to generational wireless communication issues. In this term paper, the reasons for wireless technology growth was explained, and a detailed information on emerging wireless technology was highlighted. The paper highlights the idealistic of heterogeneous networks, how security and short range within the network can be solved through a suggested solution of hybridizing RF and OW. Keywords: Hybrid Network, RF, OWC, FSO, WiFi, ZigBee ...

Manuscript Title: The title should be a brief phrase.

Author Information: List full names and affiliation of all authors, including Emails and phone numbers of corresponding author.

Abstract: The abstract should be less than 500 words. Following abstract, a list of keywords and abbreviations should be added. The keywords should be no more than 10. Abbreviation are only used for non standard and long terms.

Introduction: The introduction should included a clear statement of current problems.

Materials and Methods: This section should be clearly described.

Results and discussion: Authors may put results and discussion into a single section or show them separately.

Acknowledgement: This section includes a brief acknowledgment of people, grant details, funds

References: References should be listed in a numbered citation order at the end of the manuscript. DOIs and links to referenced articles should be added if available. Abstracts and talks for conferences or papers not yet accepted should not be cited. Examples Published Papers: 

1. Hongmei YANG. A study on the Management Mode of Modern Vocational Education in China. Global journal of Economics and Business Administration, 2018, 3: 10.DOI: 10.28933/gjeba-2018-07-2301 

Tables and figures: Tables should be used at a minimum with a short descriptive title. The preferred file formats for Figures/Graphics are GIF, TIFF, JPEG or PowerPoint.

Publication fees: We do not charge any submission charges, but authors are required to pay publication fees after their manuscripts are accepted for publication. For authors who receive our invitations, please send us the invitation code to receive the special discount.

Proofreading and Publication: A proof will be sent to the corresponding author before publication. Authors should carefully read the proof to avoid any errors and return the proof to the editorial office. Editorial office will publish the article shortly.

Withdrawal Policy: When you want to withdraw an article, please contact us. We will withdraw/retract it from our system after reviewing your request.

Terms of Use/Privacy Policy/Disclaimer/Other Policies: you agree that by using or receiving our services, you have read, understood, and agreed to be bound by all of our terms of use/privacy policy/ disclaimer/ other policies.

About the journal
The journal is hosted by eSciPub LLC. Our aim is to provide a platform that encourages publication of the most recent research and reviews for authors from all countries.


About the publisher
eSciPub LLC is a publisher to support Open Access initiative located in Houston, Texas, USA. It is a member of the largest community of professional publishers in the United States: the Independent Book Publishers Association. It hosts more than 100 Open Access journals in Medicine, Business & Economics, Agriculture, Biological Sciences, Chemistry, Education, Physical Sciences, Sociology, and Engineering and Technology.


Rapid Response Team
Please feel free to contact our rapid response team if you have any questions. Our customer representative will answer your questions shortly.

Global Journal of Artificial Intelligence

Loading