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ORCID11th ICMLC 2019: Zhuhai, China
- Proceedings of the 2019 11th International Conference on Machine Learning and Computing, ICMLC '19, Zhuhai, China, February 22-24, 2019. ACM 2019, ISBN 978-1-4503-6600-7
Machine Learning and Application
- Nan Yang, Zeyu Zheng, Tianran Wang:
Model Loss and Distribution Analysis of Regression Problems in Machine Learning. 1-5 - Yuanchao Liu, Xinping Li, Mingjiang Wang:
Quantifying Customer Review by Integrating Multiple Source of Knowledge. 6-11 - Haifeng Li, Yan Li, Xutao Li, Yunming Ye, Xian Li, Pengfei Xie:
A Comparative Study on Machine Learning Approaches to Thunderstorm Gale Identification. 12-16 - Guoxu Liu
, Shuyi Mao, Hui Jin, Jae Ho Kim:
A Robust Mature Tomato Detection in Greenhouse Scenes Using Machine Learning and Color Analysis. 17-21 - Guo Zhenning:
Distributed Machine Learning over Directed Network with Fixed Communication Delays. 22-26 - Younas Khan, Usman Qamar, Nazish Yousaf, Aimal Khan:
Machine Learning Techniques for Heart Disease Datasets: A Survey. 27-35 - Zhanjun Li, Yan Shao:
A Survey of Feature Selection for Vulnerability Prediction Using Feature-based Machine Learning. 36-42 - Qingyang Wu:
A Review of Methods Used in Machine Learning and Data Analysis. 43-51 - Ali Shariq Imran, Abdolreza Sabzi Shahrebabaki, Negar Olfati, Torbjørn Svendsen:
A Study on the Performance Evaluation of Machine Learning Models for Phoneme Classification. 52-58 - Heci Zheng, Chunhua Wu:
Predicting Personality Using Facebook Status Based on Semi-supervised Learning. 59-64
Soft Computing and Intelligent Computing
- Shasha Xu, Dong Huang:
Ensemble-Initialized k-Means Clustering. 65-69 - Yong Zhang, Haoke Liu, Tianzhen Chen, Di Tang:
A Distributed PCM Clustering Algorithm Based on Spark. 70-74 - Xubo Gao, Qiusheng Zheng, Filipe A. N. Verri, Rafael D. Rodrigues, Liang Zhao:
Particle Competition for Multilayer Network Community Detection. 75-80 - Baode Gao, Guangpeng Zhan, Hanzhang Wang, Yiming Wang, Shengxin Zhu:
Learning with Linear Mixed Model for Group Recommendation Systems. 81-85 - Penghua Zhai, Dingyi Zhang:
Bidirectional-GRU Based on Attention Mechanism for Aspect-level Sentiment Analysis. 86-90 - Zirong Li, Lian Li:
A Hybrid Model of Least Squares Support Vector Regression Optimized by Particle Swarm Optimization for Electricity Demand Prediction. 91-103 - Dedong Tang, Chen Li, Xiaohui Ji, Zhenyu Chen, Fangchun Di:
Power Load Forecasting Using a Refined LSTM. 104-108 - Hong Lin, Yunzi Hua, Leiming Ma, Lei Chen:
Application of ConvLSTM Network in Numerical Temperature Prediction Interpretation. 109-113 - Xinwen Zhang, Chao Jia, Weiguo Liu:
Asymptotic Stability of Nonlinear Impulsive Stochastic Systems with Markovian Switching. 114-118 - Jianwei Xiang, Shuang Liu, Han Xu:
A Monte-Carlo Approach to the Value of Information in Crowdsourcing Quality Control Tasks. 119-123 - Yunlong Gao, Si-Zhe Luo, Jinyan Pan, Baihua Chen, Peng Gao:
Minimizing the Misclassification Rate of the Nearest Neighbor Rule Using a Two-stage Method. 124-132 - Zaixing Ma, Zhongmin Chen, Taotao Chen, Mingwei Du:
Application of Machine Learning Methods in Pork Price Forecast. 133-136 - Lars Lundberg, Håkan Lennerstad, Veselka Boeva, Eva García-Martín:
Handling Non-linear Relations in Support Vector Machines through Hyperplane Folding. 137-141 - Getenet Tefera, Kun She, Farah Deeba:
Decentralized Adaptive Latency-Aware Cloud-Edge-Dew Architecture for Unreliable Network. 142-146 - Ze-Wei Dong, Fu Gao, Lei Sun, Hua-Min Ma:
Research on Fault Intelligent Reasoning and Diagnosis of Air-to-Air Missile Weapon System of a Certain Armed Helicopter. 147-150
Neural Network Theory and Application
- Bin Yu, Chen Zhang, Zhouhua Tang:
Missing Data Processing Based on Deep Neural Network Enhanced by K-Means. 151-155 - Wenbo Zhu, Weichang Yeh, Jianwen Chen, Dafeng Chen, Aiyuan Li, Yangyang Lin:
Evolutionary Convolutional Neural Networks Using ABC. 156-162 - Yanhui Guo, Xue Ke, Jie Ma:
A Face Replacement Neural Network for Image and Video. 163-167 - Xinyu Hou, Jiaying You, Pingzhao Hu:
Predicting Drug-Drug Interactions Using Deep Neural Network. 168-172 - Xinyang Bing, Liudi Shen, Liying Zheng:
A Moderately Deep Convolutional Neural Network for Relation Extraction. 173-177 - Mengmeng Chen, Lifen Jiang, Chunmei Ma, Huazhi Sun:
Bimodal Emotion Recognition Based on Convolutional Neural Network. 178-181 - Muhammad Asad, Usman Qamar, Babar Zeb, Aimal Khan, Younas Khan:
Blood Glucose Level Prediction with Minimal Inputs Using Feedforward Neural Network for Diabetic Type 1 Patients. 182-185 - Achref Benarab, Fahad Rafique, Jianguo Sun:
An Ontology Embedding Approach Based on Multiple Neural Networks. 186-190 - Chao Xia, Yawen Xiao, Jun Wu, Xiaodong Zhao, Hua Li:
A Convolutional Neural Network Based Ensemble Method for Cancer Prediction Using DNA Methylation Data. 191-196 - Iqra Tahir, Usman Qamar, Hassan Abbas, Babar Zeb, Sana Abid:
Classification of EEG Signal by Training Neural Network with Swarm Optimization for Identification of Epilepsy. 197-203 - Xingyu Chen, Lei Zou, Bo Zhao:
Detecting Climate Change Deniers on Twitter Using a Deep Neural Network. 204-210 - Ali Shariq Imran, Vetle Haflan, Abdolreza Sabzi Shahrebabaki, Negar Olfati, Torbjørn Karl Svendsen:
Evaluating Acoustic Feature Maps in 2D-CNN for Speaker Identification. 211-216
Intelligent Algorithm Design and Calculation
- Yuan Chai, Dong Li, Yuchen Wu:
Recommendation Algorithm for Mobile E-commerce Based on Reputation. 217-223 - Jeng-Shyang Pan, Jenn-Long Liu, Shou-Cheng Hsiung:
Chaotic Cuckoo Search Algorithm for Solving Unmanned Combat Aerial Vehicle Path Planning Problems. 224-230 - Huanian Zhang, Fanliang Bu:
Weighted KNN Algorithm Based on Random Forests. 231-235 - Li Wei, Xiang Li, Tingrong Cao, Quan Zhang, Liangqi Zhou, Wenli Wang:
Research on Optimization of CAPTCHA Recognition Algorithm Based on SVM. 236-240 - Yue Lin, Sihao Xu, Zhen Zhang:
Some Topological Properties of the Honeycomb Rhombic Torus Based on Cayley Graph. 241-245 - Qiwen Zhang, Songqi Hu:
An Improved Hybrid Quantum Particle Swarm Optimization Algorithm for FJSP. 246-252 - Moulay Idriss Bellil, Xiaojian Xu:
A Novel Single Target Auto-annotation Algorithm for SAR Images Based on Pre-trained CNN Classifier. 253-257 - Yirong Guan, Mingsheng Gao, Yufan Bai:
Double-ant Colony Based UAV Path Planning Algorithm. 258-262 - Qun Niu, Yang Zhang, Han Wang:
An Improved Stochastic Linear Cross-entropy Method for Non-convex Economic Dispatch. 263-267
Data Science and Big Data Technology
- Zhiyi Zhuo, Shanhu Zhang:
Research on the Application of Big Data Management in Enterprise Management Decision-making and Execution Literature Review. 268-273 - Esther Gachanga, Michael W. Kimwele, Lawrence Nderu:
Feature Based Data Anonymization with Slicing Method for Data Publishing. 274-279 - Zhiyuan Wu, Yang Mei, Yinqian Cheng:
Research of Integrated Reorganization of Mineral Rock and Fossil Specimen Data Based on ETL Technology. 280-284 - Weiming Liu, Chen Zhang, Bin Yu, Yitong Li:
A General Multi-Source Data Fusion Framework. 285-289 - Ge Zhan:
Online Forum Authenticity: Big Data Analytics in Healthcare. 290-294 - Shenglan Ma, Lingling Yang, Hao Wang, Hong Xiao, Hong-Ning Dai, Shuhan Cheng, Tongsen Wang:
MHDT: A Deep-Learning-Based Text Detection Algorithm for Unstructured Data in Banking. 295-300 - Jian Liu, Ke Ji, Runyuan Sun, Kun Ma, Zhenxiang Chen, Lin Wang:
Abnormal Phone Analysis Based on Learning to Rank and Ensemble Learning in Environment of Telecom Big Data. 301-305 - Allam Maalla:
Application of Load Balancing Technology Based on Dynamic Migration in Wide Area Measurement Data Storage. 306-309 - Youming Ge, Jiefeng Wu, Genan Dai, Yubao Liu:
Text Deduplication with Minimum Loss Ratio. 310-316 - Liangqi Zhou, Hongzhen Xu, Li Wei, Quan Zhang, Fei Zhou, ZhuoPei Li:
Air Big Data Outlier Detection Based on Infinite Gauss Bayesian and CNN. 317-321
Classification Model and Technical Method
- Jiaqi Yao, Keren Wang, Zhengguo Xu, Jikun Yan:
ClassVector: A Parameterized Prototype-Based Model for Text Classification. 322-326 - Hong Zhang, Hanshuo Wei, Yeye Tang, Qiumei Pu:
Research on Classification of Scientific and Technological Documents Based on Naive Bayes. 327-331 - Kang Zhou, Xiao Peng, Zhong Guo:
Analysis Method of Travel Mode Choice of Urban Residents Based on Spatial-temporal Heterogeneity. 332-337 - Haoxian Tan:
An Exact Penalty Method for Top-k Multiclass Classification Based on L0 Norm Minimization. 338-343 - Mingwei Zhang, Xiuxiu He, Bin Zhang:
An Interpretable Classification Model Based on Characteristic Element Extraction. 344-349 - Asif Ahmed Neloy, H. M. Sadman Haque, Md. Mahmud Ul Islam:
Ensemble Learning Based Rental Apartment Price Prediction Model by Categorical Features Factoring. 350-356 - Koki Yoshioka, Hiroshi Dozono:
The Classification of the Documents Based on Word Embedding and 2-layer Spherical Self Organizing Maps. 357-361
Pattern Recognition
- Wei Nie, Bob Zhang, Shuping Zhao:
A Novel Hyperspectral Based Dorsal Hand Recognition System. 362-367 - Zhidi Lin, Haipeng Chen, Qi Yang, Xuemin Hong:
A Flexible Approach for Human Activity Recognition Based on Broad Learning System. 368-373 - Zhihao He, Tian Jin, Amlan Basu, John J. Soraghan, Gaetano Di Caterina, Lykourgos Petropoulakis:
Human Emotion Recognition in Video Using Subtraction Pre-Processing. 374-379 - Jean-Paul Ainam, Ke Qin, Guisong Liu, Guangchun Luo:
Deep Residual Network with Self Attention Improves Person Re-Identification Accuracy. 380-385 - Jiabao Wang, Shanshan Jiao, Yang Li, Zhuang Miao:
Multi-Path and Multi-Loss Network for Person Re-Identification. 386-392 - Shiling Zhang:
Discharge Fault Simulation System for High Voltage SF6 Gas Insulated Switch-gear and Its Intelligent Pattern Recognition. 393-399 - Tongtong Cao, Ming Li:
Facial Expression Recognition Algorithm Based on the Combination of CNN and K-Means. 400-404 - Adnan Shehzad, Nauman Zafar, Mir Hassan, Zhidong Shen:
Food Item Recognition and Intake Measurement Techniques. 405-411
Image Processing Technology and Method
- Chunlin Wang, Jianyong Sun, Xiaolin Chen:
Feature Fusion Attention Visual Question Answering. 412-416 - Cheng Cheng, Xianzhong Long, Yun Li:
VLAD Encoding Based on LLC for Image Classification. 417-422 - Jinyin Chen, Zhen Wang, Kai-hui Cheng, Haibin Zheng, An-tao Pan:
Out-of-store Object Detection Based on Deep Learning. 423-428 - Zhongkang Lin, Zhiqiang Guo, Jie Yang:
Research on Texture Defect Detection Based on Faster-RCNN and Feature Fusion. 429-433 - Changlin Li, Zhangjin Huang:
An Improved Face Synthesis Model for Two-Pathway Generative Adversarial Network. 434-438 - Xingyu Fu, Bin Fang, Jiye Qian, Zhenni Wu, Jiajie Zhu, Tongxin Du:
Roadside Traffic Sign Detection Based on Faster R-CNN. 439-444 - Yuxu Lu, Ryan Wen Liu, Fenge Chen, Liang Xie:
Learning a Deep Convolutional Network for Speckle Noise Reduction in Underwater Sonar Images. 445-450 - Yan-Ying Guo, Zhi Gang Liu, Qing-Ji Gao:
Based on Weighted Morphology Aero-engine Bore Scope Cracks Image Segmentation. 451-455 - Hang Zhang, Jiahang Liu, Tieqiao Chen:
Scene Text Detection with Inception Text Proposal Generation Module. 456-460 - Chaoqian Xu, Gengming Zhu, Lixin Wang:
Image Captioning Based on Automatic Constraint Loss. 461-465 - Lixin Wang, Junguo Liao, Chaoqian Xu:
Vehicle Detection Based on Drone Images with the Improved Faster R-CNN. 466-471
Network and Information Security
- Bin Yu, Chen Zhang, Weihong Li:
File Matching Based on Secure Authentication and Proxy Homomorphic Re-encryption. 472-476 - Guichang Zhang, Yunfeng Nie, Xing Wang:
CNNPayl: An Intrusion Detection System of Cross-site Script Detection. 477-483 - Jinyin Chen, Yitao Yang, Keke Hu, Haibin Zheng, Zhen Wang:
DAD-MCNN: DDoS Attack Detection via Multi-channel CNN. 484-488 - Chongdang Liu, Rong Yao, Linxuan Zhang, Yuan Liao:
Attention Based Echo State Network: A Novel Approach for Fault Prognosis. 489-493
Computer Science and Information Technology
- Yu-Xiang Xiao, Mei-Min Wu, Qian Bi:
Visual Optimization of Cluster Simulation Based on Multi Process Service and Load Balancing Agent. 494-500 - Jinxin Bai, Zhijie Ban:
Collaborative Multi-Auxiliary Information Variational Autoencoder for Recommender Systems. 501-505 - Zongtang Zhang, Zhe Chen, Weiguo Dai, Yusheng Cheng:
An Over-sampling Method Based on Margin Theory. 506-510 - Yahan Yuan, Ke Ji, Runyuan Sun, Kun Ma, Zhenxiang Chen, Lin Wang:
An Abnormal Phone Identification Model with Meta-learning Two-layer Framework Based on PCA Dimension Reduction. 511-515 - Shiliang He, Zhenxin Qu:
Research on the Periodical Behavior Discovery of Funds in Anti-money Laundering Investigation. 516-520 - Ying Liu, Tao Zhang, Jing Cheng:
Survey on Crowd-based Mobile App Testing. 521-527 - Lanxin Li, Ping Gong, Likun Ji:
A Deep Attention Network for Chinese Word Segment. 528-532 - Longfei Pan, Xiaojun Wang:
ALBS: An Active Learning Framework Based on Syncretic Sample Selection Strategy. 533-538 - Muhammad Asad, Usman Qamar, Aimal Khan, Rahmat Ullah Safdar:
A Systematic Literature Review of Continuous Blood Glucose Monitoring and Suggesting the Quantity of Insulin or Artificial Pancreas (AP) for Diabetic Type 1 Patients. 539-545 - Xiong Zhang, Jiwei Hu, Zemin Liu:
Fuzzy Adaptive Internal Model Control for a Pneumatic Muscle Actuator. 546-550
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