Abstract and Applied Analysis

Artificial Intelligence and Data Mining: Algorithms and Applications


Publishing date
19 Jul 2013
Status
Published
Submission deadline
01 Mar 2013

1Curtin University, Perth, WA, Australia

2Liaoning Normal University, Dalian, China

3College of Computer and Information Technology, Liaoning Normal University, Dalian, China

4Edith Cowan University, Perth, WA, Australia


Artificial Intelligence and Data Mining: Algorithms and Applications

Description

Growing attention is being paid to the fields of artificial intelligence (AI) and data mining as tablets and mobile application and social media dominate the technology landscape. AI and data mining technologies can help design intelligent computer systems that exhibit characteristics typically associated with human intelligence. These technologies highlight many challenges in the areas of computational intelligence, affective computing, machine learning, and pattern recognition, for example. What is also needed are novel, fast, and effective algorithms for dealing with large-scale datasets in dynamic and uncertain environments—a largely an unexplored field.

We invite authors to submit original research as well as review articles that will stimulate continuing efforts to understand the theories and algorithms of artificial intelligence and data mining, and how these have been applied to solve real-world problems in various fields. Potential topics include, but not limited to:

  • Advanced artificial intelligence and data mining techniques
  • High performance data mining on the cloud platform
  • Computational intelligence in dynamic and uncertain environments
  • Machine learning on massive datasets
  • Genetic algorithm and evolutionary computation
  • Sentimental analysis and opinion mining
  • Statistical methods for data mining
  • Time series data analysis
  • Pattern recognition
  • Applications to social network, biology informatics, personalised learning, virtual reality, and forecasting
  • Mining of remote sensing image archives: algorithms and applications

Before submission authors should carefully read over the journal's Author Guidelines, which are located at http://www.hindawi.com/journals/aaa/guidelines/. Prospective authors should submit an electronic copy of their complete manuscript through the journal Manuscript Tracking System at http://mts.hindawi.com/submit/journals/aaa/aidm/ according to the following timetable:


Articles

  • Special Issue
  • - Volume 2013
  • - Article ID 524720
  • - Editorial

Artificial Intelligence and Data Mining: Algorithms and Applications

Jianhong (Cecilia) Xia | Fuding Xie | ... | Craig Caulfield
  • Special Issue
  • - Volume 2013
  • - Article ID 259863
  • - Research Article

Dictionary Learning Based on Nonnegative Matrix Factorization Using Parallel Coordinate Descent

Zunyi Tang | Shuxue Ding | ... | Linlin Jiang
  • Special Issue
  • - Volume 2013
  • - Article ID 268639
  • - Research Article

A Real-Valued Negative Selection Algorithm Based on Grid for Anomaly Detection

Ruirui Zhang | Tao Li | Xin Xiao
  • Special Issue
  • - Volume 2013
  • - Article ID 242941
  • - Research Article

Seismic Design Value Evaluation Based on Checking Records and Site Geological Conditions Using Artificial Neural Networks

Tienfuan Kerh | Yutang Lin | Rob Saunders
  • Special Issue
  • - Volume 2013
  • - Article ID 923036
  • - Research Article

Mathematical Model Based on BP Neural Network Algorithm for the Deflection Identification of Storage Tank and Calibration of Tank Capacity Chart

Caihong Li | Yali Yuan | ... | Guochen Wang
  • Special Issue
  • - Volume 2013
  • - Article ID 208964
  • - Research Article

A New Strategy for Short-Term Load Forecasting

Yi Yang | Jie Wu | ... | Caihong Li
  • Special Issue
  • - Volume 2013
  • - Article ID 652083
  • - Research Article

Model for the Assessment of Seawater Environmental Quality Based on Multiobjective Variable Fuzzy Set Theory

Lina Ke | Huicheng Zhou
  • Special Issue
  • - Volume 2013
  • - Article ID 589386
  • - Research Article

An Enhanced Wu-Huberman Algorithm with Pole Point Selection Strategy

Yan Sun | Shuxue Ding
  • Special Issue
  • - Volume 2013
  • - Article ID 603629
  • - Research Article

Piecewise Trend Approximation: A Ratio-Based Time Series Representation

Jingpei Dan | Weiren Shi | ... | Kaoru Hirota
  • Special Issue
  • - Volume 2013
  • - Article ID 631717
  • - Research Article

The Sustainable Island Development Evaluation Model and Its Application Based on the Nonstructural Decision Fuzzy Set

Quanming Wang | Peiying Li | Qinbang Sun
Abstract and Applied Analysis
 Journal metrics
Acceptance rate14%
Submission to final decision40 days
Acceptance to publication54 days
CiteScore1.300
Impact Factor-
 Submit

We are committed to sharing findings related to COVID-19 as quickly as possible. We will be providing unlimited waivers of publication charges for accepted research articles as well as case reports and case series related to COVID-19. Review articles are excluded from this waiver policy. Sign up here as a reviewer to help fast-track new submissions.