dblp: PAKDD 2018 (original) (raw)

default search action

• combined dblp search
• author search
• venue search
• publication search

Authors:

• no matches
• 

Venues:

• no matches
• 

Publications:

• no matches
• 

22nd PAKDD 2018: Melbourne, VIC, Australia

• 

• 

• 

• 

• 
  jump to

  • Classification and Supervised Machine Learning
  • Healthcare, BioInformatics and Related Topics (Application)
  • Human, Behaviour and Interactions (Application)
  • Anomaly Detection and Analytics
  • Opinion Mining and Sentiment Analysis

• 

• > Home > Conferences and Workshops > PAKDD

SPARQL queries

Refine list

refinements active!

zoomed in on ?? of ?? records

view refined list in

export refined list as

• 
  • 
  • 
  • 
  • 
    Dinh Q. Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi:
    Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part I. Lecture Notes in Computer Science 10937, Springer 2018, ISBN 978-3-319-93033-6

Classification and Supervised Machine Learning

• 
  • 
  • 
  • 
  • 
    Anurag Kumar, Bhiksha Raj:
    Classifier Risk Estimation Under Limited Labeling Resources. 3-15
• 
  • 
  • 
  • 
  • 
    Xin Mu, Feida Zhu, Yue Liu, Ee-Peng Lim, Zhi-Hua Zhou:
    Social Stream Classification with Emerging New Labels. 16-28
• 
  • 
  • 
  • 
  • 
    Michael Rapp, Eneldo Loza Mencía, Johannes Fürnkranz:
    Exploiting Anti-monotonicity of Multi-label Evaluation Measures for Inducing Multi-label Rules. 29-42
• 
  • 
  • 
  • 
  • 
    Anusha Kasinikota, P. Balamurugan, Shirish K. Shevade:
    Modeling Label Interactions in Multi-label Classification: A Multi-structure SVM Perspective. 43-55
• 
  • 
  • 
  • 
  • 
    Maoquan Wang, Shiyun Chen, Liang He:
    Sentiment Classification Using Neural Networks with Sentiment Centroids. 56-67
• 
  • 
  • 
  • 
  • 
    Mohan Shi, Zhihai Wang, Jidong Yuan, Haiyang Liu:
    Random Pairwise Shapelets Forest. 68-80
• 
  • 
  • 
  • 
  • 
    Dengbao Wang, Jingyuan Wang, Fei Hu, Li Li, Xiuzhen Zhang:
    A Locally Adaptive Multi-Label k-Nearest Neighbor Algorithm. 81-93
• 
  • 
  • 
  • 
  • 
    Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström:
    Classification with Reject Option Using Conformal Prediction. 94-105
• 
  • 
  • 
  • 
  • 
    Limin Wang, Shenglei Chen, Musa Mammadov:
    Target Learning: A Novel Framework to Mine Significant Dependencies for Unlabeled Data. 106-117
• 
  • 
  • 
  • 
  • 
    Yuwei Huang, Xi Yang, Fuzhen Zhuang, Lishan Zhang, Shengquan Yu:
    Automatic Chinese Reading Comprehension Grading by LSTM with Knowledge Adaptation. 118-129
• 
  • 
  • 
  • 
  • 
    Yan Zhou, Yasmeen Alufaisan, Murat Kantarcioglu:
    Data Mining with Algorithmic Transparency. 130-142
• 
  • 
  • 
  • 
  • 
    Yao-Yuan Yang, Kuan-Hao Huang, Chih-Wei Chang, Hsuan-Tien Lin:
    Cost-Sensitive Reference Pair Encoding for Multi-Label Learning. 143-155
• 
  • 
  • 
  • 
  • 
    Dalin Zhang, Lina Yao, Sen Wang, Kaixuan Chen, Zheng Yang, Boualem Benatallah:
    Fuzzy Integral Optimization with Deep Q-Network for EEG-Based Intention Recognition. 156-168
• 
  • 
  • 
  • 
  • 
    Firat Ismailoglu, Evgueni N. Smirnov, Ralf Peeters, Shuang Zhou, Pieter Collins:
    Heterogeneous Domain Adaptation Based on Class Decomposition Schemes. 169-182
• 
  • 
  • 
  • 
  • 
    Buru Chang, Hyunjae Kim, Raehyun Kim, Deahan Kim, Jaewoo Kang:
    A Deep Neural Spoiler Detection Model Using a Genre-Aware Attention Mechanism. 183-195
• 
  • 
  • 
  • 
  • 
    Junting Ye, Leman Akoglu:
    Robust Semi-Supervised Learning on Multiple Networks with Noise. 196-208
• 
  • 
  • 
  • 
  • 
    Ge Ou, Yan Wang, Lan Huang, Wei Pang, George Macleod Coghill:
    ε-Distance Weighted Support Vector Regression. 209-220

Healthcare, BioInformatics and Related Topics (Application)

• 
  • 
  • 
  • 
  • 
    Jianjia Zhang, Bin Li, Xuhui Fan, Yang Wang, Fang Chen:
    Corrosion Prediction on Sewer Networks with Sparse Monitoring Sites: A Case Study. 223-235
• 
  • 
  • 
  • 
  • 
    Jingyue Gao, Yasha Wang, Xu Chu, Yuanduo He, Ziqing Mao:
    CAPED: Context-Aware Powerlet-Based Energy Disaggregation. 236-247
• 
  • 
  • 
  • 
  • 
    Di Zhang, Yunquan Zhang, Qiang Niu, Xingbao Qiu:
    Rolling Forecasting Forward by Boosting Heterogeneous Kernels. 248-260
• 
  • 
  • 
  • 
  • 
    Yaogong Zhang, Yuan Wang, Jiahui Liu, Xiaohu Liu, Yuxiang Hong, Xin Fan, Yalou Huang:
    IDLP: A Novel Label Propagation Framework for Disease Gene Prioritization. 261-272
• 
  • 
  • 
  • 
  • 
    Masaya Abe, Hideki Nakayama:
    Deep Learning for Forecasting Stock Returns in the Cross-Section. 273-284
• 
  • 
  • 
  • 
  • 
    Jia Xu, Longbing Cao:
    Vine Copula-Based Asymmetry and Tail Dependence Modeling. 285-297
• 
  • 
  • 
  • 
  • 
    James Large, E. Kate Kemsley, Nikolaus Wellner, Ian Goodall, Anthony J. Bagnall:
    Detecting Forged Alcohol Non-invasively Through Vibrational Spectroscopy and Machine Learning. 298-309
• 
  • 
  • 
  • 
  • 
    Wanwan Jiang, Lingyu Xu, Jie Yu, Gaowei Zhang:
    Research and Application of Mapping Relationship Based on Learning Attention Mechanism. 310-321
• 
  • 
  • 
  • 
  • 
    Jie Yin, Son N. Tran, Qing Zhang:
    Human Identification via Unsupervised Feature Learning from UWB Radar Data. 322-334
• 
  • 
  • 
  • 
  • 
    Haripriya Harikumar, Santu Rana, Sunil Gupta, Thin Nguyen, Ramachandra Kaimal, Svetha Venkatesh:
    Prescriptive Analytics Through Constrained Bayesian Optimization. 335-347
• 
  • 
  • 
  • 
  • 
    Xin Fan, YuXiang Hong, Xiaohu Liu, Yaogong Zhang, Maoqiang Xie:
    Neighborhood Constraint Matrix Completion for Drug-Target Interaction Prediction. 348-360
• 
  • 
  • 
  • 
  • 
    Stephen McCloskey, Rim Haidar, Irena Koprinska, Bryn Jeffries:
    Detecting Hypopnea and Obstructive Apnea Events Using Convolutional Neural Networks on Wavelet Spectrograms of Nasal Airflow. 361-372
• 
  • 
  • 
  • 
  • 
    Yuzhou Chen, Yulia R. Gel, Vyacheslav Lyubchich, Todd Winship:
    Deep Ensemble Classifiers and Peer Effects Analysis for Churn Forecasting in Retail Banking. 373-385
• 
  • 
  • 
  • 
  • 
    Subhendu Khatuya, Ajay Bakhshi, Jayanta Basak, Niloy Ganguly, Bivas Mitra:
    GBTM: Graph Based Troubleshooting Method for Handling Customer Cases Using Storage System Log. 386-398
• 
  • 
  • 
  • 
  • 
    Fu-Chun Hsu, Chih-Chieh Hung:
    Fusion of Modern and Tradition: A Multi-stage-Based Deep Network Approach for Head Detection. 399-410
• 
  • 
  • 
  • 
  • 
    Khanh Hung Hoang, Tu Bao Ho:
    Learning Treatment Regimens from Electronic Medical Records. 411-422

Human, Behaviour and Interactions (Application)

• 
  • 
  • 
  • 
  • 
    Yihong Zhang, Lina Yao:
    Mining POI Alias from Microblog Conversations. 425-436
• 
  • 
  • 
  • 
  • 
    Prerna Agarwal, Richa Verma, Ayush Agarwal, Tanmoy Chakraborty:
    DyPerm: Maximizing Permanence for Dynamic Community Detection. 437-449
• 
  • 
  • 
  • 
  • 
    Iqbal H. Sarker, Flora D. Salim:
    Mining User Behavioral Rules from Smartphone Data Through Association Analysis. 450-461
• 
  • 
  • 
  • 
  • 
    Yikai Zhai, Tianyu Wo, Xuelian Lin, Zhou Huang, Junyu Chen:
    A Context-Aware Evaluation Method of Driving Behavior. 462-474
• 
  • 
  • 
  • 
  • 
    Deepali Jain, Atanu R. Sinha, Deepali Gupta, Nikhil Sheoran, Sopan Khosla:
    Measurement of Users' Experience on Online Platforms from Their Behavior Logs. 475-487
• 
  • 
  • 
  • 
  • 
    Feng Yi, Libo Yin, Hui Wen, Hongsong Zhu, Limin Sun, Gang Li:
    Mining Human Periodic Behaviors Using Mobility Intention and Relative Entropy. 488-499
• 
  • 
  • 
  • 
  • 
    Chuandong Yin, Rui Zhang, Jianzhong Qi, Yu Sun, Tenglun Tan:
    Context-Uncertainty-Aware Chatbot Action Selection via Parameterized Auxiliary Reinforcement Learning. 500-512
• 
  • 
  • 
  • 
  • 
    Zhao Zhang, Weizheng Chen, Xiaoxuan Ren, Yan Zhang:
    Learning Product Embedding from Multi-relational User Behavior. 513-524
• 
  • 
  • 
  • 
  • 
    Jun Pu, Chuanren Liu, Jianghua Zhao, Ke Han, Yuanchun Zhou:
    Vulnerability Assessment of Metro Systems Based on Dynamic Network Structure. 525-537
• 
  • 
  • 
  • 
  • 
    Zhichao Li, Yuping Han, Yajing Xu, Sheng Gao:
    Visual Relation Extraction via Multi-modal Translation Embedding Based Model. 538-548

Anomaly Detection and Analytics

• 
  • 
  • 
  • 
  • 
    Zhihua Zhu, Di Yao, Jianhui Huang, Hanqiang Li, Jingping Bi:
    Sub-trajectory- and Trajectory-Neighbor-based Outlier Detection over Trajectory Streams. 551-563
• 
  • 
  • 
  • 
  • 
    Guilherme Oliveira Campos, Arthur Zimek, Wagner Meira Jr.:
    An Unsupervised Boosting Strategy for Outlier Detection Ensembles. 564-576
• 
  • 
  • 
  • 
  • 
    Teodora Sandra Buda, Bora Caglayan, Haytham Assem:
    DeepAD: A Generic Framework Based on Deep Learning for Time Series Anomaly Detection. 577-588
• 
  • 
  • 
  • 
  • 
    Sunil Aryal:
    Anomaly Detection Technique Robust to Units and Scales of Measurement. 589-601
• 
  • 
  • 
  • 
  • 
    Ibrahim A. Ibrahim, Xue Li, Xin Zhao, Sanad Al-Maskari, Abdullah M. Albarrak, Yanjun Zhang:
    Automated Explanations of User-Expected Trends for Aggregate Queries. 602-614
• 
  • 
  • 
  • 
  • 
    Jun Yin, Zili Zhou, Shaowu Liu, Zhiang Wu, Guandong Xu:
    Social Spammer Detection: A Multi-Relational Embedding Approach. 615-627

Opinion Mining and Sentiment Analysis

• 
  • 
  • 
  • 
  • 
    Yassien Shaalan, Xiuzhen Zhang, Jeffrey Chan:
    Learning to Rank Items of Minimal Reviews Using Weak Supervision. 631-643
• 
  • 
  • 
  • 
  • 
    Nhi N. Y. Vo, Shaowu Liu, Xuezhong He, Guandong Xu:
    Multimodal Mixture Density Boosting Network for Personality Mining. 644-655
• 
  • 
  • 
  • 
  • 
    Dheeraj Kumar, Yassien Shaalan, Xiuzhen Zhang, Jeffrey Chan:
    Identifying Singleton Spammers via Spammer Group Detection. 656-667
• 
  • 
  • 
  • 
  • 
    Chuantao Zong, Wenfeng Feng, Vincent W. Zheng, Hankz Hankui Zhuo:
    Adaptive Attention Network for Review Sentiment Classification. 668-680
• 
  • 
  • 
  • 
  • 
    Jinlong Ji, Changqing Luo, Xuhui Chen, Lixing Yu, Pan Li:
    Cross-Domain Sentiment Classification via a Bifurcated-LSTM. 681-693

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.

Unpaywalled article links

Add open access links from to the list of external document links (if available).

load links from unpaywall.org

Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.

Archived links via Wayback Machine

For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).

load content from archive.org

Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.

Reference lists

Add a list of references from , , and to record detail pages.

load references from crossref.org and opencitations.net

Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.

Citation data

Add a list of citing articles from and to record detail pages.

load citations from opencitations.net

Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.

OpenAlex data

Load additional information about publications from .

load data from openalex.org

Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.

dblp was originally created in 1993 at:

since 2018, dblp has been operated and maintained by: