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14th ADMA 2018: Nanjing, China
- Guojun Gan, Bohan Li, Xue Li, Shuliang Wang:
Advanced Data Mining and Applications - 14th International Conference, ADMA 2018, Nanjing, China, November 16-18, 2018, Proceedings. Lecture Notes in Computer Science 11323, Springer 2018, ISBN 978-3-030-05089-4
Data Mining Foundations
- Abdullah M. Albarrak, Sanad Al-Maskari
, Ibrahim A. Ibrahim, Abdulqader M. Almars
Efficiently Mining Constrained Subsequence Patterns. 3-16 - Md Abdul Masud, Joshua Zhexue Huang, Ming Zhong, Xianghua Fu, Mohammad Sultan Mahmud
Slice_OP: Selecting Initial Cluster Centers Using Observation Points. 17-30 - Krid Jinklub
HierArchical-Grid CluStering Based on DaTA Field in Time-Series and the Influence of the First-Order Partial Derivative Potential Value for the ARIMA-Model. 31-41 - Peng Zhang, Zhou Liang:
Anomaly Detection with Changing Cluster Centers. 42-54 - Kai Chen, Donghai Guan, Weiwei Yuan, Bohan Li, Asad Masood Khattak, Omar Alfandi
A Novel Feature Selection-Based Sequential Ensemble Learning Method for Class Noise Detection in High-Dimensional Data. 55-65 - Wiem Chebil
Possibilistic Information Retrieval Model Based on a Multi-terminology. 66-79 - Md. Nasim Adnan
On Improving the Prediction Accuracy of a Decision Tree Using Genetic Algorithm. 80-94 - Xiaodong Zhu, Ji Zhang, Zewen Hu, Hongzhou Li, Liang Chang, Youwen Zhu, Jerry Chun-Wei Lin
A Genetic Algorithm Based Technique for Outlier Detection with Fast Convergence. 95-104 - Yanlong Zhu, Chenglong Dai
Multivariate Synchronization Index Based on Independent Component Analysis for SSVEP-Based BCI. 105-115
Big Data
- Manish Bhanu, Shalini Priya, Sourav Kumar Dandapat, Joydeep Chandra, João Mendes-Moreira
Forecasting Traffic Flow in Big Cities Using Modified Tucker Decomposition. 119-128 - Chao Wang, Jing Li, Kexin Li, Yi Zhuang:
A Sparse and Low-Rank Matrix Recovery Model for Saliency Detection. 129-139 - Yunfei Liu, Jing Li, Yi Zhuang:
Instruction SDC Vulnerability Prediction Using Long Short-Term Memory Neural Network. 140-149 - Shaowen Qin, Dale Ward:
Forecasting Hospital Daily Occupancy Using Patient Journey Data - A Heuristic Approach. 150-159 - Zhongbin Li, Haiyan Chen, Jiaming Ge, Kunpeng Ning:
An Airport Scene Delay Prediction Method Based on LSTM. 160-169 - Yun Du, Xin Guo, Chenyang Shi, Yifan Zhu, Bohan Li:
DSDCS: Detection of Safe Driving via Crowd Sensing. 170-177 - Kaijie Wang, Bin Wu:
Power Equipment Fault Diagnosis Model Based on Deep Transfer Learning with Balanced Distribution Adaptation. 178-188 - Ruixue Ding, Zhoujun Li:
Event Extraction with Deep Contextualized Word Representation and Multi-attention Layer. 189-201 - Zhongyu Wang, Dechang Pi, Ya Gao:
A Novel Unsupervised Time Series Discord Detection Algorithm in Aircraft Engine Gearbox. 202-210 - Xiaocui Li, Yangtao Wang, Xinyu Zhang
A More Secure Spatial Decompositions Algorithm via Indefeasible Laplace Noise in Differential Privacy. 211-223 - Majigsuren Enkhsaikhan
Towards Geological Knowledge Discovery Using Vector-Based Semantic Similarity. 224-237 - Junyang Qiu, Wei Luo
Keep Calm and Know Where to Focus: Measuring and Predicting the Impact of Android Malware. 238-254 - QiangQiang Zhao, Lingfeng Tao, Maosheng Li, Peng Hong:
Fault Diagnosis for an Automatic Shell Magazine Using FDA and ELM. 255-262 - Li Song, Ruijia Wang, Ding Xiao, Xiaotian Han, Yanan Cai, Chuan Shi:
Anomalous Trajectory Detection Using Recurrent Neural Network. 263-277
Text and Multimedia Mining
- Hao Chen, Jun Liu, Yanzhang Lv:
Detecting Spammers with Changing Strategies via a Transfer Distance Learning Method. 281-291 - Tomonari Masada
Adversarial Learning for Topic Models. 292-302 - Yeting Li
Learning Concise Relax NG Schemas Supporting Interleaving from XML Documents. 303-317 - Kai Wang, Donghai Guan, Bohan Li:
Deep Group Residual Convolutional CTC Networks for Speech Recognition. 318-328 - Qiuyan Shi, Yongli Wang, Jianhong Sun, Anmin Fu
Short Text Understanding Based on Conceptual and Semantic Enrichment. 329-338 - Kai Zhou, Qun Yang:
LDA-PSTR: A Topic Modeling Method for Short Text. 339-352 - Shuo Wan, Bohan Li, Anman Zhang, Kai Wang, Xue Li
Vertical and Sequential Sentiment Analysis of Micro-blog Topic. 353-363 - Xin Wan, Chen Li, Ruijia Wang, Ding Xiao, Chuan Shi:
Abstractive Document Summarization via Bidirectional Decoder. 364-377
Miscellaneous Topics
- Zahra Vahidi Ferdousi, Dario Colazzo, Elsa Negre
CBPF: Leveraging Context and Content Information for Better Recommendations. 381-391 - Philippe Fournier-Viger
Discovering High Utility Change Points in Customer Transaction Data. 392-402 - Xingjuan Li, Yu Li, Jiangtao Cui:
Estimating Interactions of Functional Brain Connectivity by Hidden Markov Models. 403-412 - Hanning Yuan, Kanokwan Malang
From Complex Network to Skeleton: m⃗j⃗-Modified Topology Potential for Node Importance Identification. 413-427 - Min Cui, Fengtong Mei, Qiangyi Li
Nodes Deployment Optimization Algorithm Based on Energy Consumption of Underwater Wireless Sensor Networks. 428-433 - Jiang Zhong, Chen Wang, Qi Li, Qing Li:
A New Graph-Partitioning Algorithm for Large-Scale Knowledge Graph. 434-444 - Peng Tang, Weidong Qiu, Zheng Huang, Huijuan Lian, Guozhen Liu:
SQL Injection Behavior Mining Based Deep Learning. 445-454 - Abdulqader M. Almars
Evaluation Methods of Hierarchical Models. 455-464 - Xiaoxiang Zhu, Zhengyou Xia:
Local Community Detection Using Greedy Algorithm with Probability. 465-473 - Xuan Lan, Lei Duan, Wen Chen, Ruiqi Qin, Timo Nummenmaa
A Player Behavior Model for Predicting Win-Loss Outcome in MOBA Games. 474-488 - Xiaoxiang Zhu, Zhengyou Xia:
An Improved Optimization of Link-Based Label Propagation Algorithm. 489-498 - Kai Wang, Bohan Li, Shuo Wan, Anman Zhang, Donghai Guan:
Research on Commodity Recommendation Algorithm Based on RFN. 499-513 - Yunfei Zi
Research of Personalized Recommendation System Based on Multi-view Deep Neural Networks. 514-529
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