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25th 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 VI. Lecture Notes in Computer Science 11306, Springer 2018, ISBN 978-3-030-04223-3
Time-Series Analysis
- Zongying Liu, Chu Kiong Loo, Kitsuchart Pasupa:
Handling Concept Drift in Time-Series Data: Meta-cognitive Recurrent Recursive-Kernel OS-ELM. 3-13 - Shoya Matsuzaki, Kazuya Matsuo, Shuichi Kurogi:
Analysis and Application of Step Size of RK4 for Performance Measure of Predictability Horizon of Chaotic Time Series. 14-23 - Keisuke Yoneda, Kimihiro Nakano, Keiichi Horio, Tetsuo Furukawa:
Simultaneous Analysis of Subjective and Objective Data Using Coupled Tensor Self-organizing Maps: Wine Aroma Analysis with Sensory and Chemical Data. 24-35 - Lei Wang, Zongwen Huang, Suixiang Shi, Kuo Chen, Lingyu Xu, Gaowei Zhang:
Marine Multiple Time Series Relevance Discovery Based on Complex Network. 36-45 - Wei Zhang, Zhihai Wang, Jidong Yuan, Shilei Hao:
An Effective Lazy Shapelet Discovery Algorithm for Time Series Classification. 46-55 - Weijie Li, Min Han, Shoubo Feng:
Multivariate Chaotic Time Series Prediction: Broad Learning System Based on Sparse PCA. 56-66 - Hela Sfar, Amel Bouzeghoub:
Dynamic Streaming Sensor Data Segmentation for Smart Environment Applications. 67-77 - Juntao Wang, Wun Kwan Yam, Kin Long Fong
, Siew Ann Cheong
Gaussian Process Kernels for Noisy Time Series: Application to Housing Price Prediction. 78-89
Social Systems
- Adil Imad Eddine Hosni
Least Cost Rumor Influence Minimization in Multiplex Social Networks. 93-105 - Naoyuki Sato, Atsuko Tominaga:
Estimation of Student Classroom Attention Using a Novel Measure of Head Motion Coherence. 106-117 - Le Zhang, Xiang Li, Jiahui Shen, Xin Wang:
Structure, Attribute and Homophily Preserved Social Network Embedding. 118-130 - Wei Zhang, Yue Bai, Jun Zheng, Jiaona Pang:
Neural Network Collaborative Filtering for Group Recommendation. 131-143 - Rajkumar Das, Joarder Kamruzzaman
Influence of Clustering on the Opinion Formation Dynamics in Online Social Networks. 144-155 - Aliaksandr Adamenko, Andrii Fedorenko, Erich Schikuta:
N2SkyC - User Friendly and Efficient Neural Network Simulation Fostering Cloud Containers. 156-168 - Hengrui Liu, Wenge Rong, Libin Shi, Yuanxin Ouyang, Zhang Xiong:
Question Rewrite Based Dialogue Response Generation. 169-180 - Benjamin Nussbaum, Erich Schikuta:
A Lightweight Cloud Execution Stack for Neural Network Simulation. 181-192 - László Barna Iantovics
Intelligent University Library Information Systems to Support Students Efficient Learning. 193-204 - Zhenyue Qin, Tom Gedeon, Sabrina B. Caldwell:
Neural Networks Assist Crowd Predictions in Discerning the Veracity of Emotional Expressions. 205-216 - Timothy R. McIntosh
Large Scale Behavioral Analysis of Ransomware Attacks. 217-229
Image and Signal Processing
- Bin Chen, Jianhua Su, Kun Lv, Donge Xue:
Estimation of 3-D Pose with 2-D Vision Based on Shape Matching Method. 233-242 - Jinhua Sheng, Bin Chen, Bocheng Wang
Hybrid Iterative Reconstruction for Low Radiation Dose Computed Tomography. 243-256 - Ruibin Zhuge, Haiying Xia, Hai-Sheng Li, Shuxiang Song:
Fast Single Image De-raining via a Weighted Residual Network. 257-268 - Dong-dong Niu, Yong Feng, Jiaxing Shang, Baohua Qiang:
SCE-MSPFS: A Novel Deep Convolutional Feature Selection Method for Image Retrieval. 269-281 - Kai Ma, Kaijie Wu, Hao Cheng, Chaochen Gu, Rui Xu, Xinping Guan:
A Pathology Image Diagnosis Network with Visual Interpretability and Structured Diagnostic Report. 282-293 - Xinhui Wu, Shuangjiu Xiao:
Sketch-Based Image Retrieval via Compact Binary Codes Learning. 294-306 - Lei Zhao, Tao Wan, Hongxiang Feng, Zengchang Qin:
Improved Nuclear Segmentation on Histopathology Images Using a Combination of Deep Learning and Active Contour Model. 307-317 - Chuanzhi Xu, Yue Zhou:
Hierarchical Online Multi-person Pose Tracking with Multiple Cues. 318-328 - Shaofan Cai, Biao Leng, Guanglu Song, Zheng Ge:
Fast Portrait Matting Using Spatial Detail-Preserving Network. 329-339 - Muhammad Zeeshan Baig
EEG Signal Analysis in 3D Modelling to Identify Correlations Between Task Completion in Design User's Cognitive Activities. 340-352 - Jiachun Wang, Jing Zhao, Shiliang Sun, Dongyu Shi:
Intelligent Educational Data Analysis with Gaussian Processes. 353-362 - Xuewei Li, Hongqian Shen, Chenhan Wang, Han Jiang, Ruiguo Yu, Jianrong Wang, Mankun Zhao:
Dual-Convolutional Enhanced Residual Network for Single Super-Resolution of Remote Sensing Images. 363-372 - Xiang Ying, Zhihui Yu, Ruiguo Yu, Xuewei Li, Mei Yu, Mankun Zhao, Kai Liu:
Thyroid Nodule Segmentation in Ultrasound Images Based on Cascaded Convolutional Neural Network. 373-384 - Jinhua Sheng, Bin Chen, Bocheng Wang
An Adjustable Dynamic Self-Adapting OSEM Approach to Low-Dose X-Ray CT Image Reconstruction. 385-396 - Hongyu Li, Fan Zhu, Junhua Qiu:
DeepITQA: Deep Based Image Text Quality Assessment. 397-407 - Chao Wang, Yawen Wu, Xinghao Ding, Yue Huang, Congbo Cai:
High Efficient Reconstruction of Single-Shot Magnetic Resonance T_2 Mapping Through Overlapping Echo Detachment and DenseNet. 408-418 - Jun Lu, Li Zhang:
Cascaded Deep Hashing for Large-Scale Image Retrieval. 419-429 - Toshiki Tagomori, Kazuya Matsuo, Shuichi Kurogi:
Text-Independent Speaker Verification from Mixed Speech of Multiple Speakers via Using Pole Distribution of Speech Signals. 430-440 - Xin Ning
Deep Adaptive Update of Discriminant KCF for Visual Tracking. 441-451 - Aneta Neumann
Evolution of Images with Diversity and Constraints Using a Generative Adversarial Network. 452-465 - Vandit Jain, Prakhar Bansal, Abhinav Kumar Singh, Rajeev Srivastava
Efficient Single Image Super Resolution Using Enhanced Learned Group Convolutions. 466-475 - Dounia Mulders
Linear Periodic Discriminant Analysis of Multidimensional Signals. 476-487 - Wei Wang
Correlation Filter Tracking with Complementary Features. 488-500 - Xiaodan Deng, Sibo Feng, Ping Guo
Fast Image Recognition with Gabor Filter and Pseudoinverse Learning AutoEncoders. 501-511 - Mohammad Ahangar Kiasari, Dennis Singh Moirangthem
TiedGAN: Multi-domain Image Transformation Networks. 512-518 - Jing Yang, Xu Yang, Zhangbing Zhou, Zhi-Yong Liu:
Graph Matching Based on Fast Normalized Cut. 519-528 - Qiaoling Shu
Two-Phase Transmission Map Estimation for Robust Image Dehazing. 529-541 - Kangfu Mei, Aiwen Jiang, Juncheng Li
An Effective Single-Image Super-Resolution Model Using Squeeze-and-Excitation Networks. 542-553 - Raphaël Couturier
Image Denoising Using a Deep Encoder-Decoder Network with Skip Connections. 554-565 - Ram Krishna Pandey, Nabagata Saha, Samarjit Karmakar, A. G. Ramakrishnan
MSCE: An Edge-Preserving Robust Loss Function for Improving Super-Resolution Algorithms. 566-575
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