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ORCID25th ICONIP 2018: Siem Reap, Cambodia
- Long Cheng, Andrew Chi-Sing Leung, Seiichi Ozawa:
Neural Information Processing - 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part IV. Lecture Notes in Computer Science 11304, Springer 2018, ISBN 978-3-030-04211-0
Feature Selection
- Chang Liu, Quan Ma, Jianhua Xu:
Multi-label Feature Selection Method Combining Unbiased Hilbert-Schmidt Independence Criterion with Controlled Genetic Algorithm. 3-14 - Shixin Ren, Weiqun Wang, Zeng-Guang Hou, Xu Liang, Jiaxing Wang, Liang Peng:
Anthropometric Features Based Gait Pattern Prediction Using Random Forest for Patient-Specific Gait Training. 15-26 - Bangjun Wang, Liu Yang, Li Zhang, Fanzhang Li:
Robust Multi-view Features Fusion Method Based on CNMF. 27-39 - Jiaxing Wang, Weiqun Wang, Zeng-Guang Hou, Xu Liang, Shixin Ren, Liang Peng:
Brain Functional Connectivity Analysis and Crucial Channel Selection Using Channel-Wise CNN. 40-49 - Shuiyang Mao, Pak-Chung Ching:
An Effective Discriminative Learning Approach for Emotion-Specific Features Using Deep Neural Networks. 50-61 - Linjuan Zhang, Longbiao Wang, Jianwu Dang, Lili Guo, Haotian Guan:
Convolutional Neural Network with Spectrogram and Perceptual Features for Speech Emotion Recognition. 62-71 - Qilai Zhang, Jianhua Dai:
Feature Selection Based on Fuzzy Conditional Distinction Degree. 72-83 - Xidong Wang, Lei Zhao, Jianhua Xu:
Multi-label Feature Selection Method Based on Multivariate Mutual Information and Particle Swarm Optimization. 84-95 - Yutaro Koyama, Kazushi Ikeda, Yuichi Sakumura:
Feature Selection Using Distance from Classification Boundary and Monte Carlo Simulation. 96-105
Clustering
- Mashaan A. Alshammari
, Masahiro Takatsuka:
Approximate Spectral Clustering Using Topology Preserving Methods and Local Scaling. 109-121 - Fatima Al Shamsi, Wei Lee Woon, Zeyar Aung:
Discovering Similarities in Malware Behaviors by Clustering of API Call Sequences. 122-133 - Fang-Zhu Xu, Zhi-Ying Jiang, Yan-Lin He, Ya-Jie Wang, Qunxiong Zhu:
A Storm-Based Parallel Clustering Algorithm of Streaming Data. 134-144 - Xinyu Zhang, Hao Sheng, Yang Zhang, Jiahui Chen, Yubin Wu, Guangtao Xue, Quanrui Wei:
Iterative Maximum Clique Clustering Based Detection Filter. 145-156 - Haimei Zhao, Zhuo Chen, Qiuhui Tong, Bo Yuan:
Towards a Compact and Effective Representation for Datasets with Inhomogeneous Clusters. 157-169 - Jialiang Hu, Ying Wen:
Adaptive Fuzzy Clustering Algorithm with Local Information and Markov Random Field for Image Segmentation. 170-180 - Wen-ming Cao, Rui Li, Sheng Qian, Si Wu, Hau-San Wong:
Efficient Direct Structured Subspace Clustering. 181-190 - Xiaoyi Hu, Liping Lu, Dongdong Zhao, Jianwen Xiang, Xing Liu, Haiying Zhou, Shengwu Xiong, Jing Tian:
Privacy-Preserving K-Means Clustering Upon Negative Databases. 191-204 - Yazhou Ren, Xin Yan, Zechuan Hu, Zenglin Xu:
Self-Paced Multi-Task Multi-View Capped-norm Clustering. 205-217 - Kazunori Iwata:
Shape Clustering as a Type of Procrustes Analysis. 218-227
Classification
- Qian Yi, Jie Liu, Guixuan Zhang, Shuwu Zhang:
Aspect-Level Sentiment Classification with Conv-Attention Mechanism. 231-243 - Xiaoyu Guo, Hui Zhang, Rui Liu, Xin Ding, Runqi Tian, Bencheng Wang:
Attention-Based Combination of CNN and RNN for Relation Classification. 244-255 - Lu Wang, Chao Ma, Enmei Tu, Jie Yang, Nikola K. Kasabov:
Discrete Sparse Hashing for Cross-Modal Similarity Search. 256-267 - Jacek Mandziuk, Jakub Suchan:
Solving the Double Dummy Bridge Problem with Shallow Autoencoders. 268-280 - Yarong Zeng, Yue Yu, Qiang Fan, Xunhui Zhang, Tao Wang, Gang Yin, Huaimin Wang:
Cross-Project Issue Classification Based on Ensemble Modeling in a Social Coding World. 281-292 - Qingyun Dou, Li Zhang:
Decision Tree Twin Support Vector Machine Based on Kernel Clustering for Multi-class Classification. 293-303 - Natasa Kleanthous, Abir Hussain, Alex Mason, Jennifer Sneddon, Andy Shaw, Paul Fergus, Carl Chalmers, Dhiya Al-Jumeily:
Machine Learning Techniques for Classification of Livestock Behavior. 304-315 - Kai Gao, Hua Xu, Chengliang Gao, Xiaomin Sun, Junhui Deng, Xiaoming Zhang:
Two-Stage Attention Network for Aspect-Level Sentiment Classification. 316-325 - Anupiya Nugaliyadde, Ratchakoon Pruengkarn, Kok Wai Wong:
The Fuzzy Misclassification Analysis with Deep Neural Network for Handling Class Noise Problem. 326-335 - Xianghong Lin, Jianyang Zheng, Xiangwen Wang, Huifang Ma:
A Neuronal Morphology Classification Approach Based on Deep Residual Neural Networks. 336-348 - Sangwook Kim, Masahiro Omori, Takuya Hayashi, Toshiaki Omori, Lihua Wang, Seiichi Ozawa:
Privacy-Preserving Naive Bayes Classification Using Fully Homomorphic Encryption. 349-358 - Fengrui Dai, Chenwei Tang, Jiancheng Lv:
Classification of Calligraphy Style Based on Convolutional Neural Network. 359-370 - Alberto Patiño-Saucedo, Horacio Rostro-González, Jörg Conradt:
Tropical Fruits Classification Using an AlexNet-Type Convolutional Neural Network and Image Augmentation. 371-379 - Rakesh Kumar Sanodiya, Sriparna Saha, Jimson Mathew, Arpita Raj:
Supervised and Semi-supervised Multi-task Binary Classification. 380-391 - Lei Zhu, Tao Ban, Takeshi Takahashi, Daisuke Inoue:
Employ Decision Values for Soft-Classifier Evaluation with Crispy References. 392-402
Detection
- Pusit Prasong, Xiaoliang Xie, Zeng-Guang Hou:
Guide-Wire Detecting Based on Speeded up Robust Features for Percutaneous Coronary Intervention. 405-415 - Yuyao He, Baoqi Li, Yaohua Zhao:
New Default Box Strategy of SSD for Small Target Detection. 416-425 - Haisheng Su, Xu Zhao, Tianwei Lin, Haiping Fei:
Weakly Supervised Temporal Action Detection with Shot-Based Temporal Pooling Network. 426-436 - Yanjie Guo, Yimin Deng, Haibin Duan:
Drogue Detection for Autonomous Aerial Refueling Based on Adaboost and Convolutional Neural Networks. 437-443 - Lecheng Zhou, Xiaodong Gu:
Deep Neural Network Based Salient Object Detection with Image Enhancement. 444-453 - Weizhou Liu, Long Cheng, Deyuan Meng:
Brain Slices Microscopic Detection Using Simplified SSD with Cycle-GAN Data Augmentation. 454-463 - Wenqian Zhang, Jing Wang, Haiyan Wu:
Agglomeration Detection in Gas-Phase Ethylene Polymerization Based on Multi-scale Convolutional Neural Network. 464-475 - Chengchao Shen, Jie Song, Shuyi Song, Sihui Luo, Li Sun, Mingli Song:
Intra-class Structure Aware Networks for Screen Defect Detection. 476-485 - Mahbub E. Khoda, Joarder Kamruzzaman, Iqbal Gondal, Tasadduq Imam:
Mobile Malware Detection - An Analysis of the Impact of Feature Categories. 486-498 - Xiaobo Li, Haohua Zhao, Liqing Zhang:
Recurrent RetinaNet: A Video Object Detection Model Based on Focal Loss. 499-508 - Tianyu Wang, Christian J. Walder, Tom Gedeon:
Neural Causality Detection for Multi-dimensional Point Processes. 509-521 - Yangtao Xue, Li Zhang, Bangjun Wang, Baige Tang:
Density-Induced Support Vector Data Description for Fault Detection on Tennessee Eastman Process. 522-531 - Jiaxing Shang, Xiaofan Yan, Linhui Feng, Zheng Dong, Haojie Wang, Shangbo Zhou:
ExtTra: Short-Term Traffic Flow Prediction Based on Extremely Randomized Trees. 532-544 - Chunze Wang, Jing Wang, Chun Wang, Qiwei Shen:
Actor Model Anomaly Detection Using Kernel Principal Component Analysis. 545-554 - Mohammad Manzurul Islam, Joarder Kamruzzaman, Gour C. Karmakar, M. Manzur Murshed, Gayan Kahandawa:
Passive Detection of Splicing and Copy-Move Attacks in Image Forgery. 555-567 - Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Shiping Chen:
Learning Latent Byte-Level Feature Representation for Malware Detection. 568-578 - Xiaoguang Niu, Yueyang Gu, Zhifeng Lu, Zehua Hong, Yi Tian, Kuan Xu, Jie Yang, Xingqi Fang, Yu Qiao:
Occlusion Detection in Visual Tracking: A New Framework and A New Benchmark. 579-587 - Zhi-Quan Qin, Xing-Kong Ma, Yong-Jun Wang:
Attentional Payload Anomaly Detector for Web Applications. 588-599 - Zhipeng Li, Zheng Qin:
A Semantic Parsing Based LSTM Model for Intrusion Detection. 600-609 - Xuanying Zhu, Zhenyue Qin, Tom Gedeon, Richard Jones, Md. Zakir Hossain, Sabrina B. Caldwell:
Detecting the Doubt Effect and Subjective Beliefs Using Neural Networks and Observers' Pupillary Responses. 610-621 - Yini Deng, Yingying Jiao, Bao-Liang Lu:
Driver Sleepiness Detection Using LSTM Neural Network. 622-633 - Ning Zhao, Yongli Wang, Na Cao, Xiaoze Gong:
HTMTAD: A Model to Detect Anomalies of CDN Traffic Based on Improved HTM Network. 634-646 - Mauajama Firdaus, Shobhit Bhatnagar, Asif Ekbal, Pushpak Bhattacharyya:
A Deep Learning Based Multi-task Ensemble Model for Intent Detection and Slot Filling in Spoken Language Understanding. 647-658 - Boyu Zhou, Xin He, Zhongyi Zhou, Xinyi Le:
An Image-Based Approach for Defect Detection on Decorative Sheets. 659-670 - Dan Popescu, Loretta Ichim, Andrei Docea:
Complex Conditional Generative Adversarial Nets for Multiple Objectives Detection in Aerial Images. 671-683 - Yangyang Hao, Hengliang Zhu, Zhiwen Shao, Xin Tan, Lizhuang Ma:
Facial Landmark Detection Under Large Pose. 684-696
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