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ICIC 2014: Taiyuan, China
- De-Shuang Huang, Kyungsook Han, M. Michael Gromiha:
Intelligent Computing in Bioinformatics - 10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014. Proceedings. Lecture Notes in Computer Science 8590, Springer 2014, ISBN 978-3-319-09329-1
Machine Learning
- Li Tang, Zheng Zhao, Lei Zhang, Tao Zhang, Shan Gao:
Predicting the Outer/Inner BetaStrands in Protein Beta Sheets Based on the Random Forest Algorithm. 1-9 - Yushu Gao, Lin Zhu, Hao-Dong Zhu, Yong Gan, Li Shang:
Extract Features Using Stacked Denoised Autoencoder. 10-14 - Zhihao Zeng, Kun-Hong Liu, Zheyuan Wang:
Cancer Classification Using Ensemble of Error Correcting Output Codes. 15-24 - Dhiya Al-Jumeily
, Shamaila Iram
Early Detection Method of Alzheimer's Disease Using EEG Signals. 25-33
Neural Networks
- Fen Ye, Junfeng Xia, Yanwen Chong, Yan Zhang, Chun-Hou Zheng:
Tumor Clustering Using Independent Component Analysis and Adaptive Affinity Propagation. 34-40 - Fengli Zhou, Xiaoli Lin:
Research of Training Feedforward Neural Networks Based on Hybrid Chaos Particle Swarm Optimization-Back-Propagation. 41-47 - Michael S. Gashler, Stephen C. Ashmore:
Training Deep Fourier Neural Networks to Fit Time-Series Data. 48-55 - Haya Al-Askar, Abir Jaafar Hussain, Dhiya Al-Jumeily
Regularized Dynamic Self Organized Neural Network Inspired by the Immune Algorithm for Financial Time Series Prediction. 56-62
Image Processing
- Xiao-Feng Wang, Hai Min, Le Zou, Yi-Gang Zhang:
Multi-scale Level Set Method for Medical Image Segmentation without Re-initialization. 63-71 - Hai Min, Xiao-Feng Wang:
A Novel Local Regional Model Based on Three-Layer Structure. 72-79 - Menglin Wu, Quan-Sen Sun:
Multi-modality Medical Case Retrieval Using Heterogeneous Information. 80-91 - Hao Cheng, Yuhai Zhao, Ying Yin, Li-Jun Zhang:
An Incremental Updating Based Fast Phenotype Structure Learning Algorithm. 92-103
Computational Systems Biology and Medical Informatics
- Yang Meng, Lei Deng, Zhigang Chen, Cheng Zhou, Diwei Liu, Chao Fan, Ting Yan:
A Multi-Instance Multi-Label Learning Approach for Protein Domain Annotation. 104-111 - Paul Fergus
An Advanced Machine Learning Approach to Generalised Epileptic Seizure Detection. 112-118 - Yong Gao, Weilin Hao, Zhigang Chen, Lei Deng:
Structure-Based Prediction of Protein Phosphorylation Sites Using an Ensemble Approach. 119-125 - Ping He, Xiao-hua Xu, Yongsheng Ju, Lin Lu
Concept Mining of Binary Gene Expression Data. 126-133 - Jeonghoon Lee
Inference of Dynamic Gene Regulatory Relations with Multiple Regulators. 134-140 - Guangpeng Li, Yuehui Chen, Bin Yang, Yaou Zhao, Dong Wang:
Evolving Additive Tree Model for Inferring Gene Regulatory Networks. 141-147 - Henry Han:
Analyzing Support Vector Machine Overfitting on Microarray Data. 148-156 - Paolo Pannarale, Vitoantonio Bevilacqua
Evolutionary Design of Synthetic Gene Networks by Means of a Semantic Expert System. 157-163 - Yuanhua Lin:
Stability and Oscillation of the Solutions for a Coupled FHN Model with Time Delays. 164-174 - Bo Wang, Yujing Yuan, Guang-an Zou:
A Restrained Optimal Perturbation Method for Solving a Kind of Inverse Problem with Variable Coefficient. 175-185 - Yu-Ting Hsiao, Wei-Po Lee:
A Knowledge-Guided Approach for Inferring Gene Regulatory Networks. 186-192
Biomedical Informatics Theory and Methods
- Qian Zhang:
A Framework for Automatic Hair Counting and Measurement. 193-202 - Xiu An, Deping Kuang, Xiaojiao Guo, Yilu Zhao, Lianghua He:
A Deep Learning Method for Classification of EEG Data Based on Motor Imagery. 203-210 - Ibrahim Sefik, Furkan Elibol, Ibrahim Furkan Ince
Investigation of New Statistical Features for BCI Based Sleep Stages Recognition through EEG Bio-signals. 211-224 - Deping Kuang, Xiaojiao Guo, Xiu An, Yilu Zhao, Lianghua He:
Discrimination of ADHD Based on fMRI Data with Deep Belief Network. 225-232 - Xiaojiao Guo, Xiu An, Deping Kuang, Yilu Zhao, Lianghua He:
ADHD-200 Classification Based on Social Network Method. 233-240 - Lianghua He, Bin Liu:
Motor Imagery EEG Signals Analysis Based on Bayesian Network with Gaussian Distribution. 241-247 - Zhi-Shui Zhang, Li-Li Cao, Jun Zhang:
Prediction of Molecular Substructure Using Mass Spectral Data Based on Metric Learning. 248-254 - Li-Huan Liao, Yi-Fei Zhu, Li-Li Cao, Jun Zhang:
Combine Multiple Mass Spectral Similarity Measures for Compound Identification in GC-MS. 255-261 - Yuki Komatsu, Takashi Ishida, Yutaka Akiyama
Metagenomic Phylogenetic Classification Using Improved Naïve Bayes. 262-270 - Xinying Hu, Anqi Jing, Xiuquan Du:
Predicting Protein-Protein Interaction Sites by Rotation Forests with Evolutionary Information. 271-279 - Yan Yan, Xinwei Shao, Zhenran Jiang:
Predicting Potential Ligands for Orphan GPCRs Based on the Improved Laplacian Regularized Least Squares Method. 280-287 - Nashat Mansour, Hussein Mohsen
Computational Evaluation of Protein Energy Functions. 288-299 - Alberto Luis Hernández-Montiel, Edmundo Bonilla Huerta, Roberto Morales-Caporal
Selection and Classification of Gene Expression Data Using a MF-GA-TS-SVM Approach. 300-308 - Paul Fergus
Evaluation of Advanced Artificial Neural Network Classification and Feature Extraction Techniques for Detecting Preterm Births Using EHG Records. 309-314 - Di Zhang, Junfeng Xia:
Potential Driver Genes Regulated by OncomiRNA Are Associated with Druggability in Pan-Negative Melanoma. 315-321 - Deling Xia, Qingfang Meng, Yuehui Chen, Zaiguo Zhang:
Classification of Ventricular Tachycardia and Fibrillation Based on the Lempel-Ziv Complexity and EMD. 322-329 - Wenzheng Bao, Yuehui Chen, Dong Wang, Fanliang Kong, Gaoqiang Yu:
Prediction of Protein Structure Classes with Ensemble Classifiers. 330-338 - Yinglei Song, Changbao Wang, Junfeng Qu:
A Parameterized Algorithm for Predicting Transcription Factor Binding Sites. 339-350
Special Session on Advances in Bio-inspired Computing: Theories and Applications
- Junwei Wu, Yunlong Zhu, Hanning Chen:
Road Network Construction and Hot Routes Inferring with Vehicular Trajectories. 351-362 - Yanmin Liu, Zhuanzhou Zhang, Yuanfeng Luo, Xiangbiao Wu:
PSO Based on Cartesian Coordinate System. 363-370 - Yanmin Liu, Zhuanzhou Zhang, Yuanfeng Luo, Xiangbiao Wu:
An Improved PSO for Multimodal Complex Problem. 371-378 - Hong Wang, Xingjian Jing
A Weighted Bacterial Colony Optimization for Feature Selection. 379-389 - Yang Liu, Kunyuan Hu, Yunlong Zhu, Hanning Chen:
A Novel Method for Image Segmentation Based on Nature Inspired Algorithm. 390-402 - Wei Liu, Hui Song
Neural Network Based on Self-adaptive Differential Evolution for Ultra-Short-Term Power Load Forecasting. 403-412 - Lijing Tan, Ben Niu, Hong Wang, Huali Huang, Qiqi Duan:
Bacterial Foraging Optimization with Neighborhood Learning for Dynamic Portfolio Selection. 413-423 - Ben Niu, Ying Bi
Structure-Redesign-Based Bacterial Foraging Optimization for Portfolio Selection. 424-430 - Ben Niu, Ting Xie, Ying Bi
Bacterial Colony Optimization for Integrated Yard Truck Scheduling and Storage Allocation Problem. 431-437
Special Session on Protein and Gene Bioinformatics: Analysis, Algorithms and Applications
- Tran Quang Duc, Panos Liatsis:
Improving Fusion with One-Class Classification and Boosting in Multimodal Biometric Authentication. 438-444 - Y-h. Taguchi
Integrative Analysis of Gene Expression and Promoter Methylation during Reprogramming of a Non-Small-Cell Lung Cancer Cell Line Using Principal Component Analysis-Based Unsupervised Feature Extraction. 445-455 - Xumi Qu, Yuehui Chen, Shanping Qiao, Dong Wang, Qing Zhao:
Predicting the Subcellular Localization of Proteins with Multiple Sites Based on Multiple Features Fusion. 456-465 - Yi Fang, Mengtian Sun, Guoxian Dai, Karthik Ramani:
Global Voting Model for Protein Function Prediction from Protein-Protein Interaction Networks. 466-477 - Yun-Qiang Di, Changchang Wang, Huan Wu, Xinxin Yu, Junfeng Xia:
Comparative Assessment of Data Sets of Protein Interaction Hot Spots Used in the Computational Method. 478-486 - Yi Fang, Mengtian Sun, Guoxian Dai, Karthik Ramani:
The Intrinsic Geometric Structure of Protein-Protein Interaction Networks for Protein Interaction Prediction. 487-493 - C. Ramakrishnan, A. Mary Thangakani, Devadasan Velmurugan, M. Michael Gromiha:
Identification of Novel c-Yes Kinase Inhibitors. 494-500 - Yinglei Song, Junfeng Qu:
A New Graph Theoretic Approach for Protein Threading. 501-507
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