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ICIC 2015: Fuzhou, China
- De-Shuang Huang, Kyungsook Han:
Advanced Intelligent Computing Theories and Applications - 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III. Lecture Notes in Computer Science 9227, Springer 2015, ISBN 978-3-319-22052-9
Machine Learning Theory and Methods
- Zhiwei Ji, Qibiao Xia, Guanmin Meng:
A Review of Parameter Learning Methods in Bayesian Network. 3-12 - Ziyi Chen, Jinwen Ma:
The Hard-Cut EM Algorithm for Mixture of Sparse Gaussian Processes. 13-24 - Zhenhua Wang, Xuemei Yang:
Maximum Principle in the Unbounded Domain of Heisenberg Type Group. 25-33 - Qiaoling Chen, Liang Chen, Zhi-Qiang Sun, Zhijuan Jia:
An Epidemic Propagation Model with Saturated Infection Rate on a Small World Network. 34-42 - Xiuxi Wei, Huajuan Huang:
Granular Twin Support Vector Machines Based on Mixture Kernel Function. 43-54 - Junlong Zhao, Ying Zhang, Lu Niu:
Detecting Multiple Influential Observations in High Dimensional Linear Regression. 55-64 - Yuxiang Zhou, Yongquan Zhou, Qifang Luo, Shilei Qiao, Rui Wang
:
Drift Operator for States of Matter Search Algorithm. 65-71 - Asdrúbal López Chau
Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance. 72-78 - Jair Cervantes
PSO-Based Method for SVM Classification on Skewed Data-Sets. 79-86 - Dun-Wei Gong, Fenglin Sun, Jing Sun, Xiaoyan Sun:
Set-Based Many-Objective Optimization Guided by Preferred Regions. 87-93 - Fei Han, Min-Ru Zhao, Jian-Ming Zhang:
An Improved Incremental Error Minimized Extreme Learning Machine for Regression Problem Based on Particle Swarm Optimization. 94-100 - Ahmed J. Aljaaf
A Systematic Comparison and Evaluation of Supervised Machine Learning Classifiers Using Headache Dataset. 101-108 - Shaokai Wang, Yunming Ye, Raymond Y. K. Lau:
A Generative Model with Ensemble Manifold Regularization for Multi-view Clustering. 109-114 - Leonarda Carnimeo
On Classifying Diabetic Patients' with Proliferative Retinopathies via a Radial Basis Probabilistic Neural Network. 115-126 - Weiyuan Zhang, Yajie Wang:
Passivity Analysis of BAM NNs with Mixed Time Delays. 127-135
Soft Computing
- Quoc-Hoan Tran
A Fuzzy Logic Controller for Indirect Matrix Converter Under Abnormal Input Voltage Conditions. 139-150 - Wenkai Shao, Jiechang Ruan, Shu Gong:
On Denjoy-McShane-Stieltjes Integral of Fuzzy-Number-Valued Functions. 151-158 - Yajie Wang, Weiyuan Zhang:
A Brief Survey on Fuzzy Cognitive Maps Research. 159-166 - Chengdong Li, Weina Ren, Huidong Wang, Jianqiang Yi:
Sensor Data Driven Modeling and Control of Personalized Thermal Comfort Using Interval Type-2 Fuzzy Sets. 167-178 - Sylvia B. Encheva, Torleiv Ese:
Knowledge Evaluation with Rough Sets. 179-186 - Juan Carlos Figueroa García, Carlos Eduardo Castro-Cabrera:
On Solving CCR-DEA Problems Involving Type-2 Fuzzy Uncertainty Using Centroid-Based Optimization. 187-195
Image Processing and Computer Vision
- Zhihua Xie, Zhengzi Wang, Guodong Liu:
Adaptive Quantization of Local Directional Responses for Infrared Face Recognition. 199-207 - Xinfeng Zhang, Jing Zhang
Preliminary Study of Tongue Image Classification Based on Multi-label Learning. 208-220 - Wenping Zhang, Hong Zhang:
Online Kernel-Based Multimodal Similarity Learning with Application to Image Retrieval. 221-232 - Yu-Hui Zhang, Ji-Xiang Du, Jing Wang, Chuan-Min Zhai:
Reverse Training for Leaf Image Set Classification. 233-242 - Yanbang Zhang, Guolong Fan:
Visual Saliency Detection Based on Color Contrast and Distribution. 243-250 - Yanfeng Chen, Qingxiang Wu, Haihui Xie, SanLiang Hong, Xue Li:
Moving Vehicle Detection Based on Visual Processing Mechanism with Multiple Pathways. 251-263 - Vitoantonio Bevilacqua
A Computer Vision Method for the Italian Finger Spelling Recognition. 264-274 - Qiyan Sun, Qingxiang Wu, Xuan Wang, Lei Hou:
A Spiking Neural Network for Extraction of Multi-features in Visual Processing Pathways. 275-281 - Qingjun Liang, Lin Zhang
Image Set Classification Based on Synthetic Examples and Reverse Training. 282-288 - Wahyono
Carried Baggage Detection and Classification Using Part-Based Model. 289-296 - Ce Li, Qiang Ma, Limei Xiao, Ming Li, Aihua Zhang:
Image Splicing Detection Based on Markov Features in QDCT Domain. 297-303 - Md. Abdul Mannan, Antony Lam, Yoshinori Kobayashi, Yoshinori Kuno
Facial Expression Recognition Based on Hybrid Approach. 304-310 - Yubo Shi, Yongxiong Wang:
A Local Feature Descriptor Based on Energy Information for Human Activity Recognition. 311-317 - Ya-Ping Wang, Zhan-Li Sun, Yang Qian, Yun Jing, Dexiang Zhang:
An Accurate Online Non-rigid Structure from Motion Algorithm. 318-322 - Sen Xia, Peng Chen
A Multi-feature Fusion Method for Automatic Multi-label Image Annotation with Weighted Histogram Integral and Closure Regions Counting. 323-330 - Xiao-Feng Wang, Le Zou, Gang Lv:
Diffusion-Based Hybrid Level Set Method for Complex Image Segmentation. 331-337
Knowledge Discovery and Data Mining
- Weidong Zhao, Liu Yang, Haitao Liu, Ran Wu:
The Optimization of Resource Allocation Based on Process Mining. 341-353 - Qiumei Chen, Jin Li:
Research on Optimum Weighted Combination GM(1, 1) Model with Different Initial Value. 354-362 - Fang Chen, Shulin Wang, Jianwen Fang:
Spectral Clustering of High-Dimensional Data via k-Nearest Neighbor Based Sparse Representation Coefficients. 363-374 - Bu-Xiao Wu, Jing Xiao, Jiemin Chen:
Friend Recommendation by User Similarity Graph Based on Interest in Social Tagging Systems. 375-386 - Ayodele Lasisi, Rozaida Ghazali
Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price. 387-396 - Tian-Lan Liu, Wen-Sheng Tang, Sheng-Chun Wang, Jun Qin:
A New Algorithm of Automatic Grading in Computer Paperless Test System. 397-406 - Feng Liu, Xiaofeng Zhang
MLRF: Multi-label Classification Through Random Forest with Label-Set Partition. 407-418 - Zehao Chen:
Prediction of Oil and Water Layer by Kernel Local Fisher Discriminant Analysis. 419-428 - Anna Pilkova, Michal Munk
Assessment of the Pillar 3 Financial and Risk Information Disclosures Usefulness to the Commercial Banks Users. 429-440 - Chao Jiang, Zijiang Yang:
CKNNI: An Improved KNN-Based Missing Value Handling Technique. 441-452 - Jing Xiao, Ming Luo, Jiemin Chen, Jing-Jing Li:
An Item Based Collaborative Filtering System Combined with Genetic Algorithms Using Rating Behavior. 453-460
Natural Language Processing and Computational Linguistics
- Chenglong Ma, Xin Wan, Zhen Zhang, Taisong Li, Yan Zhang:
Short Text Classification Based on Semantics. 463-470 - JinLan Fu, Jie Qiu, Jing Wang, Li Li:
Name Disambiguation Using Semi-supervised Topic Model. 471-480 - Dasa Munková
Automatic Evaluation of Machine Translation Through the Residual Analysis. 481-490 - Hiram Calvo
Is the Most Frequent Sense of a Word Better Connected in a Semantic Network? 491-499 - Dasa Munková
Language Processing and Human Cognition. 500-509 - Ruiling Zhang, Shengwu Xiong
An Ontology-Based Approach for Measuring Semantic Similarity Between Words. 510-516
Intelligent Control and Automation
- Alexander S. Kleshchev
Knowledge Bases' Control for Intelligent Professional Activity Automatization. 519-525 - Md. Rashedul Islam
Maximum Class Separability-Based Discriminant Feature Selection Using a GA for Reliable Fault Diagnosis of Induction Motors. 526-537 - M. M. Manjurul Islam
Multi-fault Diagnosis of Roller Bearings Using Support Vector Machines with an Improved Decision Strategy. 538-550 - Minh-Duc Tran
A Local Neural Networks Approximation Control of Uncertain Robot Manipulators. 551-557
Intelligent Communication Networks and Web Applications
- Tingting Liu, Xingwei Wang, Fuliang Li, Min Huang:
A Quantum-Inspired Immune Clonal Algorithm Based Handover Decision Mechanism with ABC Supported. 561-573 - Renzheng Wang, Xingwei Wang, Fuliang Li, Min Huang:
An IEEE 802.21 Based Heterogeneous Access Network Selection Mechanism. 574-585 - Yinchu Sun, Xingwei Wang, Fuliang Li, Min Huang:
A Dijkstra Algorithm Based Multi-layer Satellite Network Routing Mechanism. 586-597 - Haitao Zhang, Zhijun Wu:
The Research on Optimizing Deployment Strategy for Aviation SWIM Application Servers. 598-606 - Shao-zhen Zhang, Zuo-hua Ding, Jueliang Hu:
Modeling Fault Tolerated Mobile Agents by Colored Petri Nets. 607-617 - Munir Naveed
A Self-Adaptive Context-Aware Model for Mobile Commerce. 618-625 - Yan-qin Mao, Lu Jin, Subin Shen:
Research and Implementation on Autonomic Integration Technology of Smart Devices Based on DPWS. 626-636 - Jozef Kapusta
Experimental Verification of the Dependence Between the Expected and Observed Visit Rate of Web Pages. 637-648
Bioinformatics Theory and Methods
- Zehao Chen:
Kernel Independent Component Analysis-Based Prediction on the Protein O-Glycosylation Sites Using Support Vectors Machine and Ensemble Classifiers. 651-661 - Lei Han, Dong-Hong Ji, Han Ren:
Semantic Role Labeling for Biomedical Corpus Using Maximum Entropy Classifier. 662-668 - Luis Frazao, Rui Santos, Miguel Cacho Teixeira
Automatic Detection of Yeast and Pseudohyphal Form Cells in the Human Pathogen Candida Glabrata. 669-678 - Jin-Xing Liu, Yong Xu, Ying-Lian Gao, Dong Wang, Chun-Hou Zheng, Junliang Shang:
Semi-supervised Feature Extraction for RNA-Seq Data Analysis. 679-685 - Li-Li Cao, Zhi-Shui Zhang, Peng Chen
Compound Identification Using Random Projection for Gas Chromatography-Mass Spectrometry Data. 686-692 - Peng Chen
A Random Projection Ensemble Approach to Drug-Target Interaction Prediction. 693-699 - Xuemei Yang, Shiliang Sun:
Kernel Local Fisher Discriminant Analysis-Based Prediction on Protein O-Glycosylation Sites Using SVM. 700-705 - Ran Wei, Haitao Li, Yanjun Wang, Chun-Hou Zheng, Junfeng Xia:
Identification of Colorectal Cancer Candidate Genes Based on Subnetwork Extraction Algorithm. 706-712 - Leon Wong, Zhu-Hong You
Detection of Protein-Protein Interactions from Amino Acid Sequences Using a Rotation Forest Model with a Novel PR-LPQ Descriptor. 713-720
Healthcare and Medical Methods
- Yongxin Chou, Aihua Zhang:
Age-Related Alterations in the Sign Series Entropy of Short-Term Pulse Rate Variability. 723-729 - Xinfeng Zhang, Yazhen Wang, Guangqin Hu, Jing Zhang
An Assessment Method of Tongue Image Quality Based on Random Forest in Traditional Chinese Medicine. 730-737 - Guanjin Wang
Detection of Epileptic Seizures in EEG Signals with Rule-Based Interpretation by Random Forest Approach. 738-744 - Bo Chen, Chen Zhang, Zhaoying Bian, Wensheng Chen, Jianhua Ma, Qing-Hua Zou, Xiaohui Zhou:
Sparse-View X-ray Computed Tomography Reconstruction via Mumford-Shah Total Variation Regularization. 745-751 - Abir Jaafar Hussain, Paul Fergus
The Utilisation of Dynamic Neural Networks for Medical Data Classifications- Survey with Case Study. 752-758 - Vitoantonio Bevilacqua
Neural Network Classification of Blood Vessels and Tubules Based on Haralick Features Evaluated in Histological Images of Kidney Biopsy. 759-765 - Kaiyu Wan, Vangalur S. Alagar:
Dependable Healthcare Service Automation: A Holistic Approach. 766-777
Information Security
- Zhanhu Li, Xuemei Yang:
Improved Concurrent Signature on Conic Curve. 781-786 - Peisong He, Tanfeng Sun, Xinghao Jiang, Shilin Wang:
Double Compression Detection in MPEG-4 Videos Based on Block Artifact Measurement with Variation of Prediction Footprint. 787-793
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