Preetha Phillips

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 19

Top Topics

Chaotic Particle Swarm Optimization

Emotion Recognition

Top Venues

Fundam. Informaticae

J. Medical Syst.

Publications

Shuihua Wang, Preetha Phillips, Zhengchao Dong, Yudong Zhang
Intelligent facial emotion recognition based on stationary wavelet entropy and Jaya algorithm. Neurocomputing 272 (2018)
Shuihua Wang, Junding Sun, Preetha Phillips, Guihu Zhao, Yudong Zhang
Polarimetric synthetic aperture radar image segmentation by convolutional neural network using graphical processing units. J. Real Time Image Process. 15 (3) (2018)
Shuihua Wang, Preetha Phillips, Yuxiu Sui, Bin Liu, Ming Yang, Hong Cheng
Classification of Alzheimer's Disease Based on Eight-Layer Convolutional Neural Network with Leaky Rectified Linear Unit and Max Pooling. J. Medical Syst. 42 (5) (2018)
Shuihua Wang, Hong Cheng, Preetha Phillips, Yudong Zhang
Multiple Sclerosis Identification Based on Fractional Fourier Entropy and a Modified Jaya Algorithm. Entropy 20 (4) (2018)
Meng-Meng Yang, Preetha Phillips, Shuihua Wang, Yudong Zhang
Leaf Recognition for Plant Classification Based on Wavelet Entropy and Back Propagation Neural Network. ICIRA (3) (2017)
Shuihua Wang, Wankou Yang, Zhengchao Dong, Preetha Phillips, Yudong Zhang
Facial Emotion Recognition via Discrete Wavelet Transform, Principal Component Analysis, and Cat Swarm Optimization. IScIDE (2017)
Yudong Zhang, Yin Zhang, Yi-Ding Lv, Xiao-Xia Hou, Fang-Yuan Liu, Wen-Juan Jia, Meng-Meng Yang, Preetha Phillips, Shuihua Wang
Alcoholism detection by medical robots based on Hu moment invariants and predator-prey adaptive-inertia chaotic particle swarm optimization. Comput. Electr. Eng. 63 (2017)
Shuihua Wang, Peng Li, Peng Chen, Preetha Phillips, Ge Liu, Sidan Du, Yudong Zhang
Pathological Brain Detection via Wavelet Packet Tsallis Entropy and Real-Coded Biogeography-based Optimization. Fundam. Informaticae 151 (1-4) (2017)
Yudong Zhang, Jianfei Yang, Shuihua Wang, Zhengchao Dong, Preetha Phillips
Pathological brain detection in MRI scanning via Hu moment invariants and machine learning. J. Exp. Theor. Artif. Intell. 29 (2) (2017)
Shuihua Wang, Preetha Phillips, Aijun Liu, Sidan Du
Tea Category Identification using Computer Vision and Generalized Eigenvalue Proximal SVM. Fundam. Informaticae 151 (1-4) (2017)
Yudong Zhang, Shuihua Wang, Jianfei Yang, Zheng Zhang, Preetha Phillips, Ping Sun, Jie Yan
A Comprehensive Survey on Fractional Fourier Transform. Fundam. Informaticae 151 (1-4) (2017)
Yudong Zhang, Zhangjing Yang, Huimin Lu, Xingxing Zhou, Preetha Phillips, Qing-Ming Liu, Shuihua Wang
Facial Emotion Recognition Based on Biorthogonal Wavelet Entropy, Fuzzy Support Vector Machine, and Stratified Cross Validation. IEEE Access 4 (2016)
Yudong Zhang, Xiaojun Yang, Carlo Cattani, Ravipudi Venkata Rao, Shuihua Wang, Preetha Phillips
Tea Category Identification Using a Novel Fractional Fourier Entropy and Jaya Algorithm. Entropy 18 (3) (2016)
Yudong Zhang, Siyuan Lu, Xingxing Zhou, Ming Yang, Lenan Wu, Bin Liu, Preetha Phillips, Shuihua Wang
-nearest neighbors, and support vector machine. Simul. 92 (9) (2016)
Yudong Zhang, Xueyan Wu, Siyuan Lu, Hainan Wang, Preetha Phillips, Shuihua Wang
Smart detection on abnormal breasts in digital mammography based on contrast-limited adaptive histogram equalization and chaotic adaptive real-coded biogeography-based optimization. Simul. 92 (9) (2016)
Yudong Zhang, Preetha Phillips, Shuihua Wang, Genlin Ji, Jiquan Yang, Jianguo Wu
Fruit classification by biogeography-based optimization and feedforward neural network. Expert Syst. J. Knowl. Eng. 33 (3) (2016)
Yudong Zhang, Yi Sun, Preetha Phillips, Ge Liu, Xingxing Zhou, Shuihua Wang
A Multilayer Perceptron Based Smart Pathological Brain Detection System by Fractional Fourier Entropy. J. Medical Syst. 40 (7) (2016)
Shuihua Wang, Tianming Zhan, Yi Chen, Yin Zhang, Ming Yang, Huimin Lu, Hainan Wang, Bin Liu, Preetha Phillips
Multiple Sclerosis Detection Based on Biorthogonal Wavelet Transform, RBF Kernel Principal Component Analysis, and Logistic Regression. IEEE Access 4 (2016)
Siyuan Lu, Zhihai Lu, Preetha Phillips, Shuihua Wang, Jianguo Wu, Yudong Zhang
Fruit classification by HPA-SLFN. WCSP (2016)
Shuihua Wang, Yudong Zhang, Zhengchao Dong, Sidan Du, Genlin Ji, Jie Yan, Jiquan Yang, Qiong Wang, Chunmei Feng, Preetha Phillips
Feed-forward neural network optimized by hybridization of PSO and ABC for abnormal brain detection. Int. J. Imaging Syst. Technol. 25 (2) (2015)
Yudong Zhang, Zhengchao Dong, Preetha Phillips, Shuihua Wang, Genlin Ji, Jiquan Yang
Exponential Wavelet Iterative Shrinkage Thresholding Algorithm for compressed sensing magnetic resonance imaging. Inf. Sci. 322 (2015)
Yudong Zhang, Zhengchao Dong, Preetha Phillips, Shuihua Wang, Genlin Ji, Jiquan Yang, Ti-Fei Yuan
Detection of subjects and brain regions related to Alzheimer's disease using 3D MRI scans based on eigenbrain and machine learning. Frontiers Comput. Neurosci. 9 (2015)
Yudong Zhang, Shufang Chen, Shuihua Wang, Jianfei Yang, Preetha Phillips
Magnetic resonance brain image classification based on weighted-type fractional Fourier transform and nonparallel support vector machine. Int. J. Imaging Syst. Technol. 25 (4) (2015)
Yudong Zhang, Shuihua Wang, Preetha Phillips, Zhengchao Dong, Genlin Ji, 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. Biomed. Signal Process. Control. 21 (2015)
Xingxing Zhou, Shuihua Wang, Wei Xu, Genlin Ji, Preetha Phillips, Ping Sun, Yudong Zhang
Detection of Pathological Brain in MRI Scanning Based on Wavelet-Entropy and Naive Bayes Classifier. IWBBIO (1) (2015)
Shuihua Wang, Xiaojun Yang, Yudong Zhang, Preetha Phillips, Jianfei Yang, Ti-Fei Yuan
Identification of Green, Oolong and Black Teas in China via Wavelet Packet Entropy and Fuzzy Support Vector Machine. Entropy 17 (10) (2015)
Yudong Zhang, Shuihua Wang, Preetha Phillips, Genlin Ji
Binary PSO with mutation operator for feature selection using decision tree applied to spam detection. Knowl. Based Syst. 64 (2014)