Table of Contents Author Guidelines Submit a Manuscript
Mathematical Problems in Engineering
Volume 2013, Article ID 580876, 8 pages
http://dx.doi.org/10.1155/2013/580876
Research Article

Genetic Pattern Search and Its Application to Brain Image Classification

1School of Computer Science and Technology, Nanjing Normal University, Nanjing, Jiangsu 210023, China
2School of Electronic Science and Engineering, Nanjing University, Nanjing, Jiangsu 210046, China
3Brain Imaging Laboratory & MRI Unit, Columbia University and New York State Psychiatric Institute, New York, NY 10032, USA

Received 1 July 2013; Revised 20 August 2013; Accepted 7 September 2013

Academic Editor: Vishal Bhatnagar

Copyright © 2013 Yudong Zhang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [22 citations]

The following is the list of published articles that have cited the current article.

  • Bin Hu, Chengsheng Mao, Xiaowei Zhang, and Yongqiang Dai, “Bayesian classification with local probabilistic model assumption in aiding medical diagnosis,” 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 691–694, . View at Publisher · View at Google Scholar
  • Guangshuai Zhang, Zhihai Lu, Genlin Ji, Ping Sun, Jianfei Yang, Yudong Zhang, Genlin Ji, Zhihai Lu, Genlin Ji, Ping Sun, Jian-Fei Yang, and Yudong Zhang, “Automated Classification of Brain MR Images by Wavelet-Energy and k-Nearest Neighbors Algorithm,” 2015 Seventh International Symposium on Parallel Architectures, Algorithms and Programming (PAAP), pp. 87–91, . View at Publisher · View at Google Scholar
  • Yudong Zhang, Shuihua Wang, and Genlin Ji, “A Rule-Based Model for Bankruptcy Prediction Based on an Improved Genetic Ant Colony Algorithm,” Mathematical Problems in Engineering, 2013. View at Publisher · View at Google Scholar
  • S. Molla-Alizadeh-Zavardehi, R. Tavakkoli-Moghaddam, and F. Hosseinzadeh Lotfi, “Hybrid Metaheuristics for Solving a Fuzzy Single Batch-Processing Machine Scheduling Problem,” The Scientific World Journal, vol. 2014, pp. 1–10, 2014. View at Publisher · View at Google Scholar
  • Yudong Zhang, Shuihua Wang, Yi Sun, Genlin Ji, Preetha Phillips, and Zhengchao Dong, “Binary Structuring Elements Decomposition Based on an Improved Recursive Dilation-Union Model and RSAPSO Method,” Mathematical Problems in Engineering, vol. 2014, pp. 1–12, 2014. View at Publisher · View at Google Scholar
  • Yudong Zhang, Shuihua Wang, Preetha Phillips, Zhengchao Dong, Genlin Ji, and Jiquan Yang, “Detection of Alzheimer's disease and mild cognitive impairment based on structural volumetric MR images using 3D-DWT and WTA-KSVM trained by PSOTVAC,” Biomedical Signal Processing and Control, vol. 21, pp. 58–73, 2015. View at Publisher · View at Google Scholar
  • Marghany, “Multi-objective entropy evolutionary algorithm for marine oil spill detection using cosmo-skymed satellite data,” Ocean Science Discussions, vol. 12, no. 3, pp. 1263–1289, 2015. View at Publisher · View at Google Scholar
  • Gelan Yang, Yudong Zhang, Jiquan Yang, Genlin Ji, Zhengchao Dong, Shuihua Wang, Chunmei Feng, and Qiong Wang, “Automated classification of brain images using wavelet-energy and biogeography-based optimization,” Multimedia Tools and Applications, 2015. View at Publisher · View at Google Scholar
  • Benedek Nagy, and Elisa Valentina Moisi, “Memetic algorithms for reconstruction of binary images on triangular grids with 3 and 6 projections,” Applied Soft Computing Journal, vol. 52, pp. 549–565, 2015. View at Publisher · View at Google Scholar
  • Paprocka, Grabowik, Kalinowski, and Kempa, “Time-series pattern recognition with an immune algorithm,” IOP Conference Series: Materials Science and Engineering, vol. 95, no. 1, 2015. View at Publisher · View at Google Scholar
  • Lu Tong, Lei Nie, Zhenhuan He, and Huiling Fu, “Optimization of Train Trip Package Operation Scheme,” Mathematical Problems in Engineering, vol. 2015, pp. 1–8, 2015. View at Publisher · View at Google Scholar
  • Lanting Fang, Lenan Wu, and Yudong Zhang, “A Novel Demodulation System Based on Continuous Wavelet Transform,” Mathematical Problems in Engineering, vol. 2015, pp. 1–9, 2015. View at Publisher · View at Google Scholar
  • Ali Ordi, Mazdak Zamani, Norbik Bashah Idris, Azizah Abdul Manaf, and Mohd Shahidan Abdullah, “A Novel WLAN Client Puzzle against DoS Attack Based on Pattern Matching,” Mathematical Problems in Engineering, vol. 2015, pp. 1–12, 2015. View at Publisher · View at Google Scholar
  • Shuihua Wang, Genlin Ji, Jiquan Yang, Xingxing Zhou, and Yudong Zhang, “A TS-PSO Based Artificial Neural Network for Short-Term Load Forecast,” High Performance Computing and Applications, vol. 9576, pp. 31–37, 2016. View at Publisher · View at Google Scholar
  • Shuihua Wang, Zeyuan Lu, Genlin Ji, Ling Wei, and Jiquan Yang, “Fitness-scaling adaptive genetic algorithm with local search for solving the Multiple Depot Vehicle Routing Problem,” Simulation, vol. 92, no. 7, pp. 601–616, 2016. View at Publisher · View at Google Scholar
  • Yudong Zhang, Shuihua Wang, Preetha Phillips, Jiquan Yang, and Ti-Fei Yuan, “Three-Dimensional Eigenbrain for the Detection of Subjects and Brain Regions Related with Alzheimer’s Disease,” Journal of Alzheimer's Disease, vol. 50, no. 4, pp. 1163–1179, 2016. View at Publisher · View at Google Scholar
  • Leidy Y. Serna, Salvador Benito, Miguel Ángel Mañanas, Jesús Marín, and Alher Mauricio Hernández, “Optimization techniques in respiratory control system models,” Applied Soft Computing Journal, vol. 48, pp. 431–443, 2016. View at Publisher · View at Google Scholar
  • Shuihua Wang, Hainan Wang, Lenan Wu, Yuankai Huo, Xueyan Wu, and Yudong Zhang, “Predict two-dimensional protein folding based on hydrophobic-polar lattice model and chaotic clonal genetic algorithm,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9937, pp. 10–17, 2016. View at Publisher · View at Google Scholar
  • Sadegh Niroomand, Ali Mahmoodirad, and Saber Molla-Alizadeh-Zavardehi, “Single Batch-Processing Machine Scheduling Problem with Fuzzy Due-Dates:,” Handbook of Research on Modern Optimization Algorithms and Applications in Engineering and Economics, pp. 751–769, 2016. View at Publisher · View at Google Scholar
  • Sunil Dutt Purohit, Murugusundaramoorthy, and Janani, “Coefficient estimate of bi-Bazilevič functions associated with fractional q-calculus operators,” Fundamenta Informaticae, vol. 151, no. 1-4, pp. 49–62, 2017. View at Publisher · View at Google Scholar
  • Debesh Jha, Ji-In Kim, and Goo-Rak Kwon, “Diagnosis of Alzheimer?s Disease Using Dual-Tree Complex Wavelet Transform, PCA, and Feed-Forward Neural Network,” Journal of Healthcare Engineering, vol. 2017, pp. 1–13, 2017. View at Publisher · View at Google Scholar
  • Shui-Hua Wang, Zheng-Chao Dong, Preetha Phillips, and Yu-Dong Zhang, “Intelligent facial emotion recognition based on stationary wavelet entropy and Jaya algorithm,” Neurocomputing, vol. 272, pp. 668–676, 2018. View at Publisher · View at Google Scholar