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ORCID10th ICMLC 2018: Macau, China
- Proceedings of the 10th International Conference on Machine Learning and Computing, ICMLC 2018, Macau, China, February 26-28, 2018. ACM 2018, ISBN 978-1-4503-6353-2
Machine Learning and Neural Networks
- Noviyanti Tri Maretta Sagala, Jenq-Haur Wang:
A Comparative Study for Classification on Different Domain. 1-5 - Chenchen Fan, Zechen Cui, Xiaofeng Zhong:
House Prices Prediction with Machine Learning Algorithms. 6-10 - Prasad Shende
, Shivani Mehendarge, Anubhav Goel, Vaishnavi Kasturkar, Sachin Chougule, Mukta Takalikar:
Automating and Optimizing the Design Process of Solar Module Installation and Providing Necessary Forecasts using Machine Learning Algorithm. 11-15 - Mengge Wang, Xiaoge Li, Zheng Wei, Shuting Zhi, Haoyue Wang:
Chinese Word Segmentation Based on Deep Learning. 16-20 - Hansoo Lee, Jonggeun Kim, Yeongsang Jeong, Sungshin Kim:
Ensemble of Radial Basis Neural Networks with Chinese Restaurant Process. 21-25 - Abien Fred Agarap:
A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data. 26-30 - Jun Qian, Zhendong Niu, Chongyang Shi:
Sentiment Analysis Model on Weather Related Tweets with Deep Neural Network. 31-35 - Yan Wang, Xiaofu Wu, Yuanyuan Chang, Suofei Zhang, Quan Zhou, Jun Yan:
Batch Normalization: Is Learning An Adaptive Gain and Bias Necessary? 36-40 - Godwin Ogbuabor, Robert La:
Human Activity Recognition for Healthcare using Smartphones. 41-46
Clustering Algorithm and Soft Computing
- Osama Mahmoud Othman:
Instance-Reduction Method based on Ant Colony Optimization. 47-53 - Yuyang Tang, Xiabi Liu:
A Clustering Ensemble Method Based on Cluster Selection and Cluster Splitting. 54-58 - Wenya Wang:
A NN-based Feature Engineering Method and its Application in Analysis of User Behaviors on Internet. 59-63 - Jue Wang, Zhibin Huang, Huanyuan Xu, Zilu Kang:
Clustering Analysis of Human Behavior Based on Mobile Phone Sensor Data. 64-68 - Mengmeng Shen, Jun Wang, Xingyan Liu:
Community detection in social tagging systems based semantics of tags. 69-73 - Dongwei Guo, Jingwen Chen, Yingjie Chen, Zhiyu Li:
LBIRCH: An Improved BIRCH Algorithm Based on Link. 74-78 - Tiffany Ya Tang, Pinata Winoto, Aonan Guan, Guanxing Chen:
"The Foreign Language Effect" and Movie Recommendation: A Comparative Study of Sentiment Analysis of Movie Reviews in Chinese and English. 79-84 - Xituo (Vito) Chen, Tiffany Ya Tang:
Combining Content and Sentiment Analysis on Lyrics for a Lightweight Emotion-Aware Chinese Song Recommendation System. 85-89 - Weiwei Li, Weiyang Chen:
The Study of the Mid-Term Screening of Graduate Students Based on the Attribute Reduction Algorithm. 90-95
Data Mining and Data Analysis
- Zekun Yang:
Non-negative Matrix Factorization for Overlapping Clustering of Customer Inquiry and Review Data. 96-101 - Sha Yu, Yao Lu, Derek Molloy:
Model&Motion based Shape Tracking in Large-Scale Cellular Datasets. 102-106 - Xu Qian, Hayato Ohwada:
Application of Data Mining Classification in Job-Changing. 107-110 - Jauhar Ali:
Analyzing the Effect of Currency Strength Changes on their Future Price Movement. 111-115 - Dongwei Guo, Yingjie Chen, Jingwen Chen:
A K-Prototypes Algorithm Based on Adaptive Determination of the Initial Centroids. 116-121 - Simon Fong, Robert P. Biuk-Aghai, Richard C. Millham:
Swarm Search Methods in Weka for Data Mining. 122-127 - Biao Huang, Qiao Ding, Guozi Sun, Huakang Li:
Stock Prediction based on Bayesian-LSTM. 128-133 - Liang Zhu, Xu Du, Qin Ma, Weiyi Meng, Haibo Liu:
Keyword Search with Real-time Entity Resolution in Relational Databases. 134-139 - Muhammad Anshari, Mohammad Nabil Almunawar, Syamimi Mohd Ariff Lim:
Big Data and Open Government Data in Public Services. 140-144 - Xueyan Dong, Tienan Wang:
Understanding the Impact of IT Affordances and Social Tie Strength in Online Social Commerce. 145-149 - Iveta Mrázová, Peter Zvirinsky:
Czech Insolvency Proceedings: Extraction of Numerical Information and Its Analysis. 150-156 - Baolong Yang, Hong Wu, Haodong Zhang:
Research and application of data management based on Data Management Maturity Model (DMM). 157-160 - Shaoying Cui, Ning Ding:
Construction of a bank customer data warehouse and an application of data mining. 161-166 - Pu-Tai Yang, Kai-Hao Yang, Ching-Chi Chen, Shwu-Min Horng:
Subjective Association Rule Mining: From Point-based Ranking Sequence to Interval-based Temporal Sequence. 167-171
Feature Detection
- Chenglin Liu, Tianlong Bao, Ming Zhu:
Part-based Feature Extraction for Person Re-identification. 172-177 - Maryam Shahabi Lotfabadi, Yongzhao Zhan, Amir Bashirzadeh Tabrizi:
A Review of Wrapper Feature Selection in Content Based Image Retrieval Systems. 178-183 - Xiaoxiao Cao, Tianyun Su, Pengyu Wang, Guoyu Wang, Zhihan Lv, Xinfang Li:
An Optimized Chameleon Algorithm based on Local Features. 184-192 - Qi Qi, Kui Zhang, Wuxue Tan, Mengxing Huang:
Object Detection with Multi-RCNN Detectors. 193-197 - Tao Wu:
Saliency-aware Generative Art. 198-202 - Na Liu, Ye Yuan, Lihong Wan, Hong Huo, Tao Fang:
A Comparative Study for Contour Detection Using Deep Convolutional Neural Networks. 203-208
Image Processing
- Ziyi Zhao, Dan Shi, Hong Huo, Tao Fang:
Feature Encoding Methods Evaluation based on Multiple kernel Learning. 209-213 - Shen Sang, Zhibin Huang, Zilu Kang:
A Human Activity Recognition Method using the Maximum Optical Flow based Feature Bounding Box. 214-219 - Feng Han, Shuying Yang:
The target tracking of the non-smooth motion trajectory based on Volterra adaptive control. 220-224 - Lizhao Gao, Bo Wang, Wenmin Wang:
Image Captioning with Scene-graph Based Semantic Concepts. 225-229 - Jiaxing Liu, Hong Huo, Weitai Hu, Tao Fang:
Brain-inspired hierarchical spiking neural network using unsupervised STDP rule for image classification. 230-235 - Ziwei Lu, Chengdong Wu, Xiaosheng Yu:
Single Image Super Resolution Using Nearest Neighbor Local Gaussian Process Regression. 236-241 - Jiawen Lin, Qian Weng, Lun Yu:
Fast Fundus Optic Disc Localization Based on Main Blood Vessel Extraction. 242-246 - Bin Li, Yunhao Ge, Yanzheng Zhao, Enguang Guan, Weixin Yan:
Benign and malignant mammographic image classification based on Convolutional Neural Networks. 247-251 - Yunhao Ge, Bin Li, Yanzheng Zhao, Enguang Guan, Weixin Yan:
Melanoma Segmentation and Classification in Clinical Images Using Deep Learning. 252-256 - Saif ur Rehman, Sohail Asghar, Simon Fong:
An Efficient Ranking Scheme for Frequent Subgraph Patterns. 257-262 - Javier Vargas, Christian Mariño, Clay Aldas, Luis Morales, Renato M. Toasa:
Kinect sensor performance for Windows V2 through graphical processing. 263-268
Information Network and Application Technology
- Xiaofeng Zhong, Shize Guo, Liang Gao, Hong Shan, Di Xue:
A General Personality Prediction Framework Based on Facebook Profiles. 269-275 - Yingbo Zhu, Zhenyu Wang, Yiqun Wu, Zhenhua Huang, Min Li, Rong Zeng:
Tweets Ranking Considering Dynamic Social Influence and Personal Interests. 276-282 - Jiabao Wang, Zhenji Zhou, Jun Chen:
Evaluating CNN and LSTM for Web Attack Detection. 283-287 - Weixin Kang, Raja Asif Wagan, Atif Ali Wagan:
Energy and Delay Efficient Routing Protocol (EDERP) for Threshold based Cluster Head Selection in Heterogeneous WSN. 288-294 - Jenn-Wei Lin, YingFei Wu:
Performance Comparisons of Fault-Tolerant Rouging Approaches for IoT Wireless Sensor Networks. 295-299 - MrinalKanti Deb Barma, Piyali Kar, Rajib Chowdhuri:
Route Measurement Technique based on Entropy in Cluster Routing for Mobile Ad hoc Networks. 300-304
Computer Theory and Applications
- Chun-Hsiang Wang, Tsai-Yen Li:
Design of an Intelligent Agent for Stimulating Brainstorming. 305-311 - Abdoullahi Diasse, Zhiyong Li:
Big Cities transfer learning: An unsupervised multi-view cross-domain classification with misses. 312-321 - Hongming Zhang, Yangqiu Song:
A Distributed Solution for Winograd Schema Challenge. 322-326 - Zhiqiang Guo, Xin Zhao, Jin Liu:
A Method for Measuring Congestion Degree of Subway Network Based on PCA Algorithm. 327-331 - Ziqiang Luo, Yu Zhang, Bin Wen, Xueping Guo:
The Statistical Analysis of Cloud Evolutionary Strategy. 332-335 - Ziauddin Ursani, David W. Corne:
A Novel Nonlinear Discriminant Classifier Trained by an Evolutionary Algorithm. 336-340 - Jian Zhang, Wenxu Wang, Liangyi Gong, Zhaojun Gu:
CloudI: Cloud Security based on Cloud Introspection. 341-346 - Yang Liu, Di Bai, Wenpin Jiao:
Generating Adaptation Rules of Software Systems: A Method Based on Genetic Algorithm. 347-356 - Xin Zhou, Cai Zhi Fan, Jun Wu:
A Design Method of Fuzzy Logic Controller by Using Q Learning Algorithm. 357-362 - Xia-Xia Guo, Gui-Hong Zhou, Hong Cheng:
Metrological evaluation of modeling method between Kinect Fusion and 3D Scan with Kinect V2. 363-368 - Chen Wei, Zhichen Yu, Simon Fong:
How to Build a Chatbot: Chatbot Framework and its Capabilities. 369-373
Electronic Engineering and Control Technology
- Yihe Liu, Jiangming Kuang, Jing Xu, Ji-Ning Yang, Shuang Zhang:
Design and Verification of Terahertz Wave Photoswitch Based on Silicon Photonic Crystal. 374-378 - Zeming Fan, Xiaojun Yu, Yuye He, Xi Ma, Pan Zhang, Gansu Chen, Changwei Cheng:
An Adaptive Control Mechanism for Improving the Loading Precision of Aircraft Hydraulic Servo Load Simulator. 379-383 - Aireen B. Tabacolde, Tossapon Boongoen, Natthakan Iam-on, James Mullaney, Utane Sawangwit, Krzysztof Ulaczyk:
Transient Detection Modelling for Gravitational-wave Optical Transient Observer (GOTO) Sky Survey. 384-389 - Patcharaporn Panwong, Tossapon Boongoen, Natthakan Iam-on:
Improving Consensus Clustering with Noise-Induced Ensemble Generation: A Study of Uniform Random Noise. 390-395 - Yunfeng Li, Peijun Du, Zhaohui Xue, Le Gan, Xin Wang, Hao Liang:
A method of rice information extraction based on Particle Swarm Optimization SVM algorithm. 396-400
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