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ORCID2nd DMBD 2017: Fukuoka, Japan
- Ying Tan, Hideyuki Takagi, Yuhui Shi:
Data Mining and Big Data - Second International Conference, DMBD 2017, Fukuoka, Japan, July 27 - August 1, 2017, Proceedings. Lecture Notes in Computer Science 10387, Springer 2017, ISBN 978-3-319-61844-9
Association Analysis
- Jeydels Barahona, Hung-Min Sun:
A Process for Exploring Employees' Relationships via Social Network and Sentiment Analysis. 3-8 - Sopheaktra Yong, Yasuhito Asano:
Mining Relationship Between User Purposes and Product Features Towards Purpose-Oriented Recommendation. 9-21 - Haifeng Li, Yue Wang, Ning Zhang, Yuejin Zhang:
Finding Top-k Fuzzy Frequent Itemsets from Databases. 22-30 - Hareendran S. Anand, S. S. Vinod Chandra
:
Association Rule Mining in Healthcare Analytics. 31-39 - Toshiro Minami, Yoko Ohura, Kensuke Baba:
Does Student's Diligence to Study Relate to His/Her Academic Performance? 40-47 - Zha Dongye, Qin Wei, Zhang Jie, Zhuang Zilong:
Correlation Analysis of Diesel Engine Performance Testing Data Based on Mixed-Copula Method. 48-57
Clustering
- Sasan Harifi, Ebrahim Byagowi, Madjid Khalilian:
Comparative Study of Apache Spark MLlib Clustering Algorithms. 61-73 - Mingjing Du, Shifei Ding:
L-DP: A Hybrid Density Peaks Clustering Method. 74-80
Prediction
- Petra Vrablecová, Viera Rozinajová, Anna Bou Ezzeddine:
Incremental Adaptive Time Series Prediction for Power Demand Forecasting. 83-92 - Xin Liu, Ryutaro Ichise:
Food Sales Prediction with Meteorological Data - A Case Study of a Japanese Chain Supermarket. 93-104 - Yangping Li, Xiaorui Wei, Tianming Hu:
Cascade Spatial Autoregression for Air Pollution Prediction. 105-112 - Nur Syahela Hussien, Sarina Sulaiman, Siti Mariyam Shamsuddin:
Machine Learning Techniques for Prediction of Pre-fetched Objects in Handling Big Data Storage. 113-124
Classification
- Sukanta Roy, Sujai Subbanna, Srinidhii Venkatesh Channagiri, Sharath R. Raj, S. N. Omkar:
Spectral-Spatial Mineral Classification of Lunar Surface Using Band Parameters with Active Learning. 127-136 - Xiaoli Peng, Linjiang Zheng, Ting Liao:
R2CEDM: A Rete-Based RFID Complex Event Detection Method. 137-147 - Fang-Fang Chua, Chia Ying Khor, Su-Cheng Haw:
Learning Analytics for SNS-Integrated Virtual Learning Environment. 148-155 - Gerald Schaefer, Niraj P. Doshi:
LBP vs. LBP Variance for Texture Classification. 156-164 - Ryoko Hayashi:
A Decision Tree of Ignition Point for Simple Inflammable Chemical Compounds. 165-172 - Jo-Ting Wei, Shih-Yen Lin, You-Zhen Yang, Hsin-Hung Wu:
Analyzing Consumption Behaviors of Pet Owners in a Veterinary Hospital. 173-180
Schedule and Sequence Analysis
- Yihong Yuan:
Modeling Inter-country Connection from Geotagged News Reports: A Time-Series Analysis. 183-190 - Leonard K. M. Poon, Siu-Cheung Kong, Michael Y. W. Wong, Thomas S. H. Yau:
Mining Sequential Patterns of Students' Access on Learning Management System. 191-198 - Junghoon Lee, Gyung-Leen Park:
Design of a Dynamic Electricity Trade Scheduler Based on Genetic Algorithms. 199-208 - Jaroslaw Jankowski, Radoslaw Michalski:
Increasing Coverage of Information Spreading in Social Networks with Supporting Seeding. 209-218
Big Data
- Leonardo Emiro Contreras Bravo, José Ignacio Rodríguez Molano, Giovanny Mauricio Tarazona Bermúdez:
B-Learning and Big Data: Use in Training an Engineering Course. 221-233 - Li Zeng, Zili Li, Tong Wu, Lixin Yang:
Mapping Knowledge Domain Research in Big Data: From 2006 to 2016. 234-246 - Jie Wang, Yan Peng, Yun Lin, Kang Wang:
Template Based Industrial Big Data Information Extraction and Query System. 247-254 - Jinbo Zhang, Shenda Hong, Yiyong Lin, Yanchao Mou, Hongyan Li:
Finding the Typical Communication Black Hole in Big Data Environment. 255-262 - Guojun Mao, Jiewei Qiao:
A Solution for Mining Big Data Based on Distributed Data Streams and Its Classifying Algorithms. 263-271
Data Analysis
- R. Vasanth Kumar Mehta, Shubham Verma:
Design of a Quality-Aware Data Capture System. 275-282 - José Ignacio Rodríguez Molano, Leonardo Emiro Contreras Bravo, Eduyn Ramiro López-Santana:
Data Architecture for the Internet of Things and Industry 4.0. 283-293 - Merlinda Wibowo, Sarina Sulaiman, Siti Mariyam Shamsuddin:
Machine Learning in Data Lake for Combining Data Silos. 294-306 - Franco Lin, Wen-Yi Chang, Whey-Fone Tsai, Chien-Chou Shih:
Development of 3D Earth Visualization for Taiwan Ocean Environment Demonstration. 307-313 - Canh Xuan Do, Makoto Tsukai:
Exploring Potential Use of Mobile Phone Data Resource to Analyze Inter-regional Travel Patterns in Japan. 314-325 - Jinbo Zhang, Yipeng Chen, Shenda Hong, Hongyan Li:
REBUILD: Graph Embedding Based Method for User Social Role Identity on Mobile Communication Network. 326-333 - Yang Sun, Lin Teng, Shoulin Yin, Jie Liu, Hang Li:
Study a Join Query Strategy Over Data Stream Based on Sliding Windows. 334-342
Data Mining
- Hajime Tsubaki:
L2 Learners' Proficiency Evaluation Using Statistics Based on Relationship Among CEFR Rating Scales. 345-352 - Zili Li, Li Zeng:
Research Hotspots and Trends in Data Mining: From 1993 to 2016. 353-365 - Jiwei Fei, Tetsuro Saeki, Yuichi Kato:
Proposal for a New Reduct Method for Decision Tables and an Improved STRIM. 366-378 - Rui Duan, Xinyuan Zhang, Jingcheng Du, Jing Huang, Cui Tao, Yong Chen:
Post-marketing Drug Safety Evaluation Using Data Mining Based on FAERS. 379-389 - Yenming J. Chen, Albert Jing-Fuh Yang:
Crowd Density Estimation from Few Radio-Frequency Tracking Devices: I. A Modelling Framework. 390-398
Text Mining
- Leonard K. M. Poon, Chun Fai Leung, Nevin L. Zhang:
Mining Textual Reviews with Hierarchical Latent Tree Analysis. 401-408 - Gandhimathi Moharasan, Tu Bao Ho:
Extraction of Temporal Events from Clinical Text Using Semi-supervised Conditional Random Fields. 409-421 - Haruka Adachi, Mikito Toda:
Characteristics of Language Usage in Inquires Asked to an Online Help Desk. 422-429
Deep Learning
- Chen Qiao, Yan Shi, Bin Li, Tai An:
A Novel Diagnosis Method for SZ by Deep Neural Networks. 433-441 - Yuyan Zhang, Liang Gao, Xinyu Li, Peigen Li:
A Novel Data-Driven Fault Diagnosis Method Based on Deep Learning. 442-452
High Performance Computing
- Thannob Aribarg, Seree Supratid:
Simulated Precipitation and Reservoir Inflow in the Chao Phraya River Basin by Multi-model Ensemble CMIP3 and CMIP5. 455-463 - Weili Kou, Lili Wei, Changxian Liang, Ning Lu, Qiuhua Wang:
An IDL-Based Parallel Model for Scientific Computations on Multi-core Computers. 464-471 - Wenhui Tang, Yutong Lu, Nong Xiao, Fang Liu, Zhiguang Chen:
Accelerating Redis with RDMA Over InfiniBand. 472-483
Knowledge Base and its Framework
- Agnieszka Turek:
Application of Decision Trees in the Development of a Knowledge Base for a System of Support for Revitalization Processes. 487-495 - Binu Rajan, Vinod S. S. Chandra:
ABC Metaheuristic Based Optimized Adaptation Planning Logic for Decision Making Intelligent Agents in Self Adaptive Software System. 496-504 - Pg. Hj. Asmali Pg. Badarudin, Thien-Wan Au, Somnuk Phon-Amnuaisuk:
A Knowledge-Based Framework for Mitigating Hydro-Meteorological Disasters. 505-513
Fuzzy Control
- Qianqian Ma, Hongwei Xia, Guangcheng Ma, Yong Xia, Chong Wang:
Improved Stability and Stabilization Criteria for T-S Fuzzy Systems with Distributed Time-Delay. 517-526 - Mohd. Najib Mohd. Salleh, Noureen Talpur, Kashif Hussain:
Adaptive Neuro-Fuzzy Inference System: Overview, Strengths, Limitations, and Solutions. 527-535 - Tatiana V. Avdeenko, Ekaterina Makarova:
Acquisition of Knowledge in the Form of Fuzzy Rules for Cases Classification. 536-544
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