Artificial Intelligence Research

Artificial Intelligence Research (AIR) is a peer-reviewed, international scientific journal providing a forum for original research, reviews, experience exchange or conference reports related to the fields of Artificial Intelligence and Applications for researchers, programmers, software and hardware manufacturers.

Topics of interest include but are not limited to the following: Machine learning, Pattern recognition, Computer vision, Expert systems, Robotics, Artificial neural network, Genetic algorithm, Natural language processing, Automated reasoning, Intelligent search engine, Complex systems, Data Mining, Intelligent control and so on.

The journal is striving to achieve high quality through double-blind peer review, as specified in Author Guidelines.

AIR is included in:

  • EBSCOhost
  • Google Scholar
  • ProQuest
  • PKP Open Archives Harvester
  • The Standard Periodical Directory

The journal is published in both print and online versions. The online version is free to access and download.

To facilitate rapid publication and minimize administrative costs, the Journal accepts Online submission and Email submission. For online submission, please register and then follow the instructions given.

AIR’s Sections:

Original Research, Conference Report, Experience Exchange, Reviews.


2015 Q3: Articles Received: 15; Accepted: 8; Rejected: 12; Published: 10; Retracted: 0

2015 Q2: Articles Received: 16; Accepted: 4; Rejected: 1; Published: 6; Retracted: 0

2015 Q1: Articles Received: 19; Accepted: 4; Rejected: 8; Published: 7; Retracted: 0

2014: Articles Received: 69; Accepted: 31; Rejected: 28; Published: 24; Retracted: 0

2013: Articles Received: 46; Accepted: 16; Rejected: 16; Published: 30; Retracted: 0


What is e-Version FirstTM

e-Version First is a feature offered through our journal platform. It allows PDF version of manuscripts that have been peer reviewed and accepted, to be hosted online prior to their inclusion in a final printed journal. Readers can freely access or cite the article. We aim to publish accepted manuscripts in e-Version First in two week's time after the final draft completed.


Paper Selection and Publication Process

a) Upon receipt of paper submission, the Editor sends an E-mail of confirmation to the corresponding author within 1-3 working days. If you fail to receive this confirmation, your submission/e-mail may be missed. Please contact the Editor in time for that.

b) Peer review. We use double-blind system for peer-review; both reviewers and authors' identities remain anonymous. The paper will be peer-reviewed by three experts; two reviewers from outside and one editor from the journal typically involve in reviewing a submission. The review process may take 2-4 weeks.

c) Notification of the result of review by E-mail.

d) The authors revise paper and pay publication fee (300.00 USD).

e) After publication, the corresponding author will receive the copy of printed journal, free of charge.

f) E-journal in PDF is available on the journal’s webpage, free of charge for download.


The publisher and journal have a policy of “Zero Tolerance on Plagiarism”. We check the plagiarism issue through two methods: reviewer check and plagiarism prevention tool (

All submissions will be checked by iThenticate before being sent to reviewers.



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Vol 4, No 2 (2015)

Artificial Intelligence Research, Vol. 4, No. 2, October 2015

Table of Contents

Original Research

Heavy path based super-sequence frequent pattern mining on web log dataset PDF
Xinran Yu, Turgay Korkmaz p1
Reproduce stylized facts of artificial financial market and comparison with real data PDF
Yosra Mefteh Rekik, Mohamed Naceur Souissi p13
A study on accuracy improvement of knowledge extraction from the medical package inserts PDF
Takashi Ikoma, Masakazu Takahashi, Kazuhiko Tsuda p38
Automated selection of a software effort estimation model based on accuracy and uncertainty PDF
Fatih Nayebi, Alain Abran, Jean-Marc Desharnais p45
Research on vehicle diagnosis based on state-space method PDF
Peng Xue, Xiao-dong Chai, Shu-bin Zheng p55
Unsupervised analysis of similarities between musicians and musical genres using spectrograms PDF
Joe George, Lior Shamir p61
Cross-language phoneme mapping for phonetic search keyword spotting in continuous speech of under-resourced languages PDF
Ella Tetariy, Yossi Bar-Yosef, Vered Silber-Varod, Michal Gishri, Ruthi Alon-Lavi, Vered Aharonson, Irit Opher, Ami Moyal p72
About the sensitivity of ordinal classifiers to non-monotone noise PDF
Irena Milstein, Arie Ben David, Rob Potharst p83
Augmenting cost-SVM with gaussian mixture models for imbalanced classification PDF
Miao He, Teresa Wu, Alvin Silva, Dianna-Yue Zhao, Wei Qian p93
Kinematic gait analysis of workers exposed to knee straining postures by Bayes decision rule PDF
Neila Mezghani, Nathaly Gaudreault, Amar Mitiche, Leila Ayoubian, Youssef Ouakrim, Nicola Hagemeister, Jacques A Deguise p106
Cascaded techniques for improving emphysema classification in computed tomography images PDF
Musibau A. Ibrahim, Ramakrishnan Mukundan p112
A query suggestion method combining TF-IDF and Jaccard Coefficient for interactive web search PDF
Suthira Plansangket, John Q Gan p119
K Nearest Gaussian-A model fusion based framework for imbalanced classification with noisy dataset PDF
Miao He, Jeffery D. Weir, Teresa Wu, Alvin Silva, Dianna-Yue Zhao, Wei Qian p126
Experimenting quality of life telemonitoring in a real scenario PDF
Eloisa Vargiu, Xavier Rafael-Palou, Felip Miralles p136
A text feature selection method based on category-distribution divergence PDF
Yonghe Lu, Wenqiu Liu, Xinyu He p143


Supervised feature selection: A tutorial PDF
Samuel H. Huang p22

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Artificial Intelligence Research

ISSN 1927-6974 (Print)   ISSN 1927-6982 (Online)

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