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ICIC 2017: Liverpool, UK
- De-Shuang Huang, Abir Hussain, Kyungsook Han, M. Michael Gromiha:
Intelligent Computing Methodologies - 13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part III. Lecture Notes in Computer Science 10363, Springer 2017, ISBN 978-3-319-63314-5
Intelligent Computing in Robotics
- Quang Dan Le, Hee-Jun Kang, Tien-Dung Le
:
An Adaptive Position Synchronization Controller Using Orthogonal Neural Network for 3-DOF Planar Parallel Manipulators. 3-14 - Rahib H. Abiyev, Besime Erin, Ali Denker:
Navigation of Mobile Robot Using Type-2 Fuzzy System. 15-26
Intelligent Computing in Computer Vision
- Xia Chen, Zhan-Li Sun, Shang Li, Tao Shen, Chao Zheng:
An Effective EM-PND Based Integrated Approach for NRSFM with Small Size Sequences. 29-36 - Shamim Al Mamun, Antony Lam, Yoshinori Kobayashi, Yoshinori Kuno
Single Laser Bidirectional Sensing for Robotic Wheelchair Step Detection and Measurement. 37-47 - Keya Das, Sarwar Ali, Koyo Otsu, Hisato Fukuda, Antony Lam, Yoshinori Kobayashi, Yoshinori Kuno
Detecting Inner Emotions from Video Based Heart Rate Sensing. 48-57 - Xi Cheng, You-Hua Zhang, Yun-Zhi Wu, Yi Yue:
Agricultural Pests Tracking and Identification in Video Surveillance Based on Deep Learning. 58-70 - Arwa M. Basbrain, John Q. Gan, Adrian F. Clark:
Accuracy Enhancement of the Viola-Jones Algorithm for Thermal Face Detection. 71-82 - Asdrúbal López Chau
Leaf Categorization Methods for Plant Identification. 83-94 - Taihong Xiao, Jinwen Ma:
An Integrated Learning Framework for Pedestrian Tracking. 95-106 - Ala S. Al Kafri
Lumbar Spine Discs Labeling Using Axial View MRI Based on the Pixels Coordinate and Gray Level Features. 107-116 - Yan Wu
Speeding Up Dilated Convolution Based Pedestrian Detection with Tensor Decomposition. 117-127 - Xinmei Wang, Xianhui Liu, Yufei Chen
A Robust Method for Multimodal Image Registration Based on Vector Field Consensus. 128-139
Intelligent Computing in Communication Networks
- Yichun Li, Ningkang Jiang:
A New Indoor Location Method Based on Real-Time Motion and Sectional Compressive Sensing. 143-155 - Xiaocan Wu, Danlei Huang, Yu-e Sun, Xiaofei Bu, Yu Xin, He Huang:
An Efficient Allocation Mechanism for Crowdsourcing Tasks with Minimum Execution Time. 156-167 - Yunjia Li, Zheng Yao:
Research on Link Layer Topology Discovery Algorithm Based on Dynamic Programming. 168-177
Intelligent Control and Automation
- Xie Xie, Yongyue Zheng:
Multiple-Crane Integrated Scheduling Problem with Flexible Group Decision in a Steelmaking Shop. 181-187 - Md. Shiblee, Sandeep Kumar Yadav
Fault Diagnosis of Internal Combustion Engine Using Empirical Mode Decomposition and Artificial Neural Networks. 188-199
Intelligent Data Fusion
- Áine MacDermott
Distributed Attack Prevention Using Dempster-Shafer Theory of Evidence. 203-212
Intelligent Agent and Web Applications
- Yiwei Lin, Min Li, Chen Yang, Changqing Yin:
A Code Quality Metrics Model for React-Based Web Applications. 215-226 - Djamel Benmerzoug
An Interaction-Centric Approach to Support Coordination in IoT-Based Enterprise Systems. 227-238
Fuzzy Theory and Algorithms
- Minh-Duc Pham, Hong-Hee Lee:
Fuzzy PID Controller for Reactive Power Accuracy and Circulating Current Suppression in Islanded Microgrid. 241-252 - Minh-Duc Pham, Hong-Hee Lee:
Adaptive Control of DC-DC Converter Based on Hybrid Fuzzy PID Controller. 253-263 - Christian Alfredo Varón-Gaviria, José Luis Barbosa-Fontecha, Juan Carlos Figueroa-García:
Fuzzy Uncertainty in Random Variable Generation: An α-Cut Approach. 264-273 - Yuntian Shi, Wei Pan:
Path Planning of Bionic Robotic Fish Based on BK Products of Fuzzy Relation. 274-285 - Eduyn Ramiro López-Santana
A Fuzzy Inference System to Scheduling Tasks in Queueing Systems. 286-297 - Fangfang Geng, Xiaolong Ruan:
Campus Network Information Security Risk Assessment Based on FAHP and Matter Element Model. 298-306
Supervised Learning
- Xiaohong Li, Li Yan, Na Qin, Hongyan Ran:
A Novel Semi-supervised Short Text Classification Algorithm Based on Fusion Similarity. 309-319
Unsupervised Learning
- Tian Wang, Yonggang Lu
Clustering of High Dimensional Handwritten Data by an Improved Hypergraph Partition Method. 323-334 - Yonggang Lu
K-normal: An Improved K-means for Dealing with Clusters of Different Sizes. 335-344
Kernel Methods and Supporting Vector Machines
- Wen-Sheng Chen, Liping Deng
Kernel Based Non-Negative Matrix Factorization Method with General Kernel Functions. 347-359 - Cheng Chen, Hongjie Wu, Kaihui Bian:
β-Barrel Transmembrane Protein Predicting Using Support Vector Machine. 360-368
Knowledge Discovery and Data Mining
- Yu-Shan Xue, Xian-Jun Yin:
Innovative Research of Financial Risk Based on Financial Soliton Theory and Big Data Ideation. 371-376 - Chen Zhang, Xiaolong Zhang:
An Effective Sampling Strategy for Ensemble Learning with Imbalanced Data. 377-388 - Xihan Shan, Junlong Zhao:
Adaptive Kendall's τ Correlation in Bipartite Network for Recommendation. 389-399 - Xin Wang, Wei Gu:
Using Ontology and Cluster Ensembles for Geospatial Clustering Analysis. 400-410
Natural Language Processing and Computational Linguistics
- Chenxing Li, Yajun Du, SiDa Wang:
Mining Implicit Intention Using Attention-Based RNN Encoder-Decoder Model. 413-424 - Wuying Liu, Lin Wang:
POS-Tagging Enhanced Korean Text Summarization. 425-435 - Yiwei Gu, Xiaodong Gu:
A Supervised Term Weighting Scheme for Multi-class Text Categorization. 436-447 - Chengjie Sun, Yang Liu, Chang'e Jia, Bingquan Liu, Lei Lin:
Recognizing Text Entailment via Bidirectional LSTM Model with Inner-Attention. 448-457
Advances of Soft Computing: Algorithms and Its Applications - Rozaida Ghazali
- Yang-Weon Lee:
Design of Smart Garden System Using Particle Filter for Monitoring and Controlling the Plant Cultivation. 461-466 - Habib Shah, Nasser Tairan, Wali Khan Mashwani
Hybrid Global Crossover Bees Algorithm for Solving Boolean Function Classification Task. 467-478
Advances in Swarm Intelligence Algorithm
- Xiaofeng Li, Hongqing Zheng:
A Hybrid Approach Based on CS and GA for Cluster Analysis. 481-490 - Mohamed Abdel-Basset, Qifang Luo, Fahui Miao, Yongquan Zhou:
Solving 0-1 Knapsack Problems by Binary Dragonfly Algorithm. 491-502 - Xiao Yang, Qifang Luo, Jinzhong Zhang, Xiaopeng Wu, Yongquan Zhou:
Moth Swarm Algorithm for Clustering Analysis. 503-514 - Xiuxi Wei, Huajuan Huang:
BPSO Optimizing for Least Squares Twin Parametric Insensitive Support Vector Regression. 515-521
Computational Intelligence and Security for Image Applications in Social Network
- Peng Zheng, Zhong-Qiu Zhao, Jun Gao:
A Multi-modal SPM Model for Image Classification. 525-535 - Shuli Zheng, Liang Wang, Baohong Ling, Donghui Hu:
Coverless Information Hiding Based on Robust Image Hashing. 536-547 - Zhan Wang, Ning Ling, Donghui Hu, Xiaoxia Hu, Tao Zhang, Zhong-Qiu Zhao:
Image Firewall for Filtering Privacy or Sensitive Image Content Based on Joint Sparse Representation. 548-559
Biomedical Image Analysis
- Xiaoning Liu, Lipin Zhu, Xiongle Liu, Yanning Lu, Xiaodong Wang:
Hierarchical Skull Registration Method with a Bounded Rotation Angle. 563-573 - Xiaoning Liu, Xiongle Liu, Lipin Zhu, Qianna Zhao, Guohua Geng:
Sex Determination of Incomplete Skull of Han Ethnic in China. 574-585 - Feihong Liu
Normalized Euclidean Super-Pixels for Medical Image Segmentation. 586-597 - Vitoantonio Bevilacqua
A Computer Aided Ophthalmic Diagnosis System Based on Tomographic Features. 598-609
Information Security
- Si Liu, Yunxia Liu, Cong Feng, Hongguo Zhao:
A Reversible Data Hiding Method Based on HEVC Without Distortion Drift. 613-624 - Yuan Chen, Shuang Liang, Zhen He:
A Protection Method of Wavelength Security Based on DWDM Optical Networks. 625-633 - Zhiqi Zhao:
Modulation Technology of Humanized Voice in Computer Music. 634-641 - Yunxia Liu, Shuyang Liu, Hongguo Zhao, Si Liu, Cong Feng:
A Data Hiding Method for H.265 Without Intra-frame Distortion Drift. 642-650
Machine Learning
- Xiaolin Xu, Guanglin Xu, Jiali Feng:
Study on Updating Algorithm of Attribute Coordinate Evaluation Model. 653-662 - Michal Choras, Rafal Kozik
The Concept of Applying Lifelong Learning Paradigm to Cybersecurity. 663-671 - Yan Zhou, Heming Zhao, Li Shang:
Lying Speech Characteristic Extraction Based on SSAE Deep Learning Model. 672-681 - Zhicheng Wang, Zhiheng Wang, Hongwei Zhang, Xiaopeng Guo:
A Novel Fire Detection Approach Based on CNN-SVM Using Tensorflow. 682-693 - Di Zang, Jianping Ding, Jiujun Cheng, Dongdong Zhang, Keshuang Tang:
A Hybrid Learning Algorithm for the Optimization of Convolutional Neural Network. 694-705 - Jinzhong Li, Guanjun Liu, Jiewu Xia:
Robust Ranking Model via Bias-Variance Optimization. 706-718 - Abeer Aljohani, Daphne Teck Ching Lai
A Comparison of Distance Metrics in Semi-supervised Hierarchical Clustering Methods. 719-731 - Huijuan Lu, Yaqiong Meng, Ke Yan
Classifying Non-linear Gene Expression Data Using a Novel Hybrid Rotation Forest Method. 732-743
Intelligent Data Analysis and Prediction
- Changqing Yin, Yiwei Lin, Chen Yang:
A Classification and Predication Framework for Taxi-Hailing Based on Big Data. 747-758 - Zhenhua Huang, Zhenqi Zhao, Shijia E, Chang Yu, Guangxu Shan, Tienan Li, Jiujun Cheng, Jian Sun, Yang Xiang:
PRACE: A Taxi Recommender for Finding Passengers with Deep Learning Approaches. 759-770 - Chong-Ya Li, Wenzheng Bao, Zhipeng Li, Youhua Zhang, Yong-Li Jiang, Chang-An Yuan:
Local Sensitive Low Rank Matrix Approximation via Nonconvex Optimization. 771-781
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