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12th ADMA 2016: Gold Coast, QLD, Australia
- Jinyan Li, Xue Li, Shuliang Wang, Jianxin Li, Quan Z. Sheng:
Advanced Data Mining and Applications - 12th International Conference, ADMA 2016, Gold Coast, QLD, Australia, December 12-15, 2016, Proceedings. Lecture Notes in Computer Science 10086, 2016, ISBN 978-3-319-49585-9
Spotlight Research Papers
- Christopher Bartley, Wei Liu
, Mark Reynolds
Effective Monotone Knowledge Integration in Kernel Support Vector Machines. 3-18 - Thin Nguyen
Textual Cues for Online Depression in Community and Personal Settings. 19-34 - Majdi Khalid
Confidence-Weighted Bipartite Ranking. 35-49 - Lu Liu, Lei Duan, Hao Yang, Jyrki Nummenmaa
Mining Distinguishing Customer Focus Sets for Online Shopping Decision Support. 50-64 - Ba-Dung Le
Community Detection in Networks with Less Significant Community Structure. 65-80 - Renato Keshet, Alina Maor, George Kour:
Prediction-Based, Prioritized Market-Share Insight Extraction. 81-94 - Victor W. Chu, Raymond K. Wong, Fang Chen
Interrelationships of Service Orchestrations. 95-110 - Kien Do, Truyen Tran, Dinh Q. Phung
Outlier Detection on Mixed-Type Data: An Energy-Based Approach. 111-125 - Shichao Zhang, Lifeng Yang, Yonggang Li, Yan Luo, Xiaofeng Zhu
Low-Rank Feature Reduction and Sample Selection for Multi-output Regression. 126-141 - Sanad Al-Maskari
Biologically Inspired Pattern Recognition for E-nose Sensors. 142-155 - Michael J. Siers, Md Zahidul Islam
Addressing Class Imbalance and Cost Sensitivity in Software Defect Prediction by Combining Domain Costs and Balancing Costs. 156-171 - Wei He, Xiaofeng Zhu
Unsupervised Hypergraph Feature Selection with Low-Rank and Self-Representation Constraints. 172-187 - Chantana Chantrapornchai, Chidchanok Choksuchat
Improving Cytogenetic Search with GPUs Using Different String Matching Schemes. 188-202 - Ali Shemshadi, Quan Z. Sheng
CEIoT: A Framework for Interlinking Smart Things in the Internet of Things. 203-218 - Ali A. Al-kharaz
Adopting Hybrid Descriptors to Recognise Leaf Images for Automatic Plant Specie Identification. 219-233 - Qian Liu, Jinyan Li, Limsoon Wong
Efficient Mining of Pan-Correlation Patterns from Time Course Data. 234-249 - Wenjie Ruan
Recognizing Daily Living Activity Using Embedded Sensors in Smartphones: A Data-Driven Approach. 250-265 - Bohan Li, Chao Zhang, Weitong Chen, Yingbao Yang, Shaohong Feng, Qiqian Zhang, Weiwei Yuan, Dongjing Li:
Dynamic Reverse Furthest Neighbor Querying Algorithm of Moving Objects. 266-279
Research Papers
- Natalie Jane de Vries, Ahmed Shamsul Arefin, Luke Mathieson
Relative Neighborhood Graphs Uncover the Dynamics of Social Media Engagement. 283-297 - Xiu Susie Fang, Quan Z. Sheng
An Ensemble Approach for Better Truth Discovery. 298-311 - Guangtao Wang, Xiaomei Yang, Xiaoyan Zhu:
Single Classifier Selection for Ensemble Learning. 312-328 - Gonzalo A. Bello, Steve Harenberg, Abhishek Agrawal, Nagiza F. Samatova:
Community Detection in Dynamic Attributed Graphs. 329-344 - Asif Zaman, Mohammad Anisuzzaman Siddique
Secure Computation of Skyline Query in MapReduce. 345-360 - Hong Yu, Yahong Lian
Recommending Features of Mobile Applications for Developer. 361-373 - Jinyan Li, Simon Fong, Meng Yuan, Raymond K. Wong:
Adaptive Multi-objective Swarm Crossover Optimization for Imbalanced Data Classification. 374-390 - Mandar S. Chaudhary, Doel L. Gonzalez II, Gonzalo A. Bello, Michael P. Angus, Dhara Desai, Steve Harenberg, P. Murali Doraiswamy, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova:
Causality-Guided Feature Selection. 391-405 - Noha Alduaiji
Temporal Interaction Biased Community Detection in Social Networks. 406-419 - Haripriya Harikumar, Thin Nguyen
Extracting Key Challenges in Achieving Sobriety Through Shared Subspace Learning. 420-433 - Xin Wang, Songlei Jian
Unified Weighted Label Propagation Algorithm Using Connection Factor. 434-444 - Furong Peng, Xuan Lu, Jianfeng Lu, Richard Yi Da Xu
MetricRec: Metric Learning for Cold-Start Recommendations. 445-458 - Dongxu Shao, Tianyou Zhang, Kamal Mannar, Yue Han:
Time Series Forecasting on Engineering Systems Using Recurrent Neural Networks. 459-471 - Jiang Zhong, You Xiong, Weili Guo, Jingyi Xie:
EDAHT: An Expertise Degree Analysis Model for Mass Comments in the E-Commerce System. 472-480 - Ciprian-Octavian Truica
A Scalable Document-Based Architecture for Text Analysis. 481-494 - Hanning Yuan, Shuliang Wang
DAPPFC: Density-Based Affinity Propagation for Parameter Free Clustering. 495-506 - Xiujuan Xu, Benzhe Su, Xiaowei Zhao, Zhenzhen Xu, Quan Z. Sheng
Effective Traffic Flow Forecasting Using Taxi and Weather Data. 507-519 - Haripriya Harikumar, Thin Nguyen
Understanding Behavioral Differences Between Short and Long-Term Drinking Abstainers from Social Media. 520-533 - Linjiang Zheng, Qisen Feng, Weining Liu, Xin Zhao:
Discovering Trip Hot Routes Using Large Scale Taxi Trajectory Data. 534-546 - Francky Fouedjio
Discovering Spatially Contiguous Clusters in Multivariate Geostatistical Data Through Spectral Clustering. 547-557 - Md. Nasim Adnan, Md Zahidul Islam
On Improving Random Forest for Hard-to-Classify Records. 558-566 - Yu Liu, Dan Lin
Scholarly Output Graph: A Graphical Article-Level Metric Indicating the Impact of a Scholar's Publications. 567-579 - Xueming Li, Chaoyang Zhang, Guangwei Chen, Xiaoteng Sun, Qi Zhang, Haomin Yang:
Distributed Lazy Association Classification Algorithm Based on Spark. 580-590 - Chunzi Wu, Bin Wu, Bai Wang:
Event Evolution Model Based on Random Walk Model with Hot Topic Extraction. 591-603 - Steve Harenberg, Ramona G. Seay, Gonzalo A. Bello, Rada Chirkova, P. Murali Doraiswamy, Nagiza F. Samatova:
Knowledge-Guided Maximal Clique Enumeration. 604-618 - Nitish Mittal, Swati Agarwal, Ashish Sureka:
Got a Complaint?- Keep Calm and Tweet It! 619-635 - Fang Wang, Ze Yang, Zhoujun Li, Jianshe Zhou:
Query Classification by Leveraging Explicit Concept Information. 636-650 - Shivapratap Gopakumar
Stabilizing Linear Prediction Models Using Autoencoder. 651-663 - Wei Emma Zhang
Mining Source Code Topics Through Topic Model and Words Embedding. 664-676 - Sora Lim, Yongjin Kwon:
IPC Multi-label Classification Based on the Field Functionality of Patent Documents. 677-691 - Sharon X. Lee, Geoffrey J. McLachlan
Unsupervised Component-Wise EM Learning for Finite Mixtures of Skew t-distributions. 692-699 - Rongyao Hu, Xiaofeng Zhu
Supervised Feature Selection by Robust Sparse Reduced-Rank Regression. 700-713 - Yan Wang, Wei Du, Yanchun Liang, Xin Chen, Chi Zhang
PUEPro: A Computational Pipeline for Prediction of Urine Excretory Proteins. 714-725 - Qing Peng, Yan Wang, Ge Ou, Yuan Tian, Lan Huang, Wei Pang
Partitioning Clustering Based on Support Vector Ranking. 726-737 - Lu Zhao, Li Xiong, Shan Xue
Global Recursive Based Node Importance Evaluation. 738-750 - Cheng Chang, Yihong Zhang
Extreme User and Political Rumor Detection on Twitter. 751-763 - Shameek Ghosh, Yi Zheng, Thorsten Lammers
Deriving Public Sector Workforce Insights: A Case Study Using Australian Public Sector Employment Profiles. 764-774 - Simon Fong, Meng Yuen, Raymond K. Wong, Wei Song, Kyungeun Cho:
Real-Time Stream Mining Electric Power Consumption Data Using Hoeffding Tree with Shadow Features. 775-787 - Abdulwahab Aljubairy, Ali Shemshadi, Quan Z. Sheng
Real-Time Investigation of Flight Delays Based on the Internet of Things Data. 788-800
Demo Papers
- Raid Lafta
IRS-HD: An Intelligent Personalized Recommender System for Heart Disease Patients in a Tele-Health Environment. 803-806 - Xiaohui Tao
Sentiment Analysis for Depression Detection on Social Networks. 807-810 - Xiujuan Xu, Zhenzhen Xu, Xiaowei Zhao:
Traffic Flow Visualization Using Taxi GPS Data. 811-814
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